From cc1e7763150fe74fb8ecd500b06d16c776fba56b Mon Sep 17 00:00:00 2001 From: Chris Barker Date: Thu, 22 Sep 2016 19:36:18 -0700 Subject: [PATCH 01/71] updated class list for 2016 --- Examples/Session01/schedule.txt | 26 --------------- Examples/Session01/students.txt | 56 ++++++++++++++++++--------------- 2 files changed, 31 insertions(+), 51 deletions(-) delete mode 100644 Examples/Session01/schedule.txt diff --git a/Examples/Session01/schedule.txt b/Examples/Session01/schedule.txt deleted file mode 100644 index 2325408f..00000000 --- a/Examples/Session01/schedule.txt +++ /dev/null @@ -1,26 +0,0 @@ -week 2: Brendan Fogarty -week 2: Bruce Bauman -week 2: Michelle Yu -week 3: Eric Rosko -week 3: Michael Waddle -week 3: Robert Stevens Alford -week 4: Andrey Gusev -week 4: Cheryl Ohashi -week 4: Maxwell MacCamy -week 5: Michael Cimino -week 5: Pei Lin -week 5: Tiffany Ku -week 6: Gabriel Meringolo -week 6: Joseph Cardenas -week 6: Marc Teale -week 7: Eric Starr Vegors -week 7: Ian Cote -week 7: Masako Tebbetts -week 8: Kathleen Devlin (Moved to week 9) -week 8: Robert Ryan Leslie -week 8: Ryan Morin -week 9: Erica Winberry -week 9: Robert Jenkins -week 9: Kathleen Devlin -week 10: Austin Scara -week 10: Marty Pitts diff --git a/Examples/Session01/students.txt b/Examples/Session01/students.txt index 2f992dfd..1d3dc6ad 100644 --- a/Examples/Session01/students.txt +++ b/Examples/Session01/students.txt @@ -1,26 +1,32 @@ name: languages -Alford, Robert Stevens: javascript php -Bauman, Bruce: chemstation macro fortran, java -Cardenas, Joseph: python C html CSS lisp javascript -Cimino, Michael: C C++ Java SQL -Cote, Ian: bash ruby perl python -Devlin, Kathleen: 4D -Fogarty, Brendan: SQL -Gusev, Andrey: perl java bash -Jenkins, Robert: assm pascal -Ku, Tiffany: python SQL -Leslie, Robert Ryan: python -Lin, Pei: SQL java R -MacCamy, Maxwell: C C++ C# assm java -Meringolo, Gabriel: python -Morin, Ryan: python sql -Ohashi, Cheryl: -Pitts, Marty: python, similink and matlab -Rosko, Eric: C C++ -Scara, Austin: VBA SQL -Teale, Marc: perl bash -Tebbetts, Masako: SQL -Vegors, Eric Starr: bash perl -Waddle, Michael: -Winberry, Erica: python -Yu, Michelle: ruby objectiveC +Acharya, Madhumita +Anderson, Paul G +Baumel, Bradley I +Bearer, Jerry +Briant, Paul S +Casey, Paul A +Change, Simbarashe P +Chavis, Brandon +Cowhey, Isaac +Galande, Nachiket +He, Beatrice +Hefner, Jack M +Hicks, Josh +Hollis, Adam +Latif, Shu A +Mandava, Sasi +McGhin, Spencer G +Muralidharan, Sharmila +Naik, Ninad +Pena, Sheree +Raina, Jay N +Robison, Charles E +Silva, Enrique R +Tobey, David E +Truong, Alexander C +Vosper, Paul +Weidner, Matthew T +Williams, Marcus D +Wong, Darryl +Yang, Minghao + From a1d7b04dd69eec74631a514226ea8461c4d6cdd7 Mon Sep 17 00:00:00 2001 From: Chris Barker Date: Thu, 22 Sep 2016 20:11:10 -0700 Subject: [PATCH 02/71] updated THink Python link --- slides_sources/source/session01.rst | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/slides_sources/source/session01.rst b/slides_sources/source/session01.rst index 1fbf2c63..5b1b4bd8 100644 --- a/slides_sources/source/session01.rst +++ b/slides_sources/source/session01.rst @@ -1881,12 +1881,13 @@ So take a bit of time to figure out which resource works for you. But here are few to get you started this week: -*Think Python:* Chapters 1–7 (http://greenteapress.com/thinkpython/) +*Think Python:* Chapters 1–7 (http://greenteapress.com/wp/think-python-2e/) *Dive Into Python:* Chapters 1–2 (http://www.diveintopython3.net/) *LPTHW:* ex. 1–10, 18-21 (http://learnpythonthehardway.org/book/) - **NOTE:** LPTHW is python 2 -- you will need to add parentheses to all yoru print calls! + +*NOTE:* LPTHW is python 2 -- you will need to add parentheses to all your print calls! Or follow this excellent introductory tutorial: @@ -1925,7 +1926,7 @@ Office Hours We will have office hours on either Saturday or Sunday from 10:00 to noon. -Preferences? +Preferences? Locations? From 504c7575981709d1cce4b15c4c55bedbe0053f5a Mon Sep 17 00:00:00 2001 From: Maria Date: Thu, 22 Sep 2016 20:41:00 -0700 Subject: [PATCH 03/71] minor changes in intro for new year --- slides_sources/source/session01.rst | 40 +++++++++++++++++------------ 1 file changed, 23 insertions(+), 17 deletions(-) diff --git a/slides_sources/source/session01.rst b/slides_sources/source/session01.rst index 1fbf2c63..bd9ceb9b 100644 --- a/slides_sources/source/session01.rst +++ b/slides_sources/source/session01.rst @@ -67,7 +67,9 @@ Who are you? * name * programming background: what languages have you used? -* what do you hope to get from this class +* neighbor's name +* neighbor's favorite coffee shop or bar + Introduction to This Class ========================== @@ -90,13 +92,6 @@ The source of these materials are in the class gitHub repo: https://github.com/UWPCE-PythonCert/IntroToPython -Class email list: We will be using this list to communicate for this class: - -programming-in-python@googlegroups.com - -You should have (or will soon) received and email invitation to join -the mailing list. - Class Structure --------------- @@ -124,24 +119,35 @@ Homework: * You can do a gitHub "pull request" if you want us to review your work. - - We'll review how to do that in the second Session + - We'll show you how to do that in the second Session -Mailing list and Office Hours ------------------------------- +Communication +------------- **Mailing list:** -We've set up a google group -- you will all be invited to join: +We've set up a google group for this class: + +programming-in-python@googlegroups.com + +We will be using this list to communicate with you. You should have (or will soon) +received an email invitation to join the mailing list. + +Slack: We have set up a slack channel for discussions. Anything python related is fair game. + +https://python2016fall.slack.com/ -``programming-in-python@googlegroups.com`` +We highly encourage you to work together. You will learn at a much deeper level if you work together, +and it gets your ready to collaborate with colleagues. **Office Hours:** I generally will hold "office hours" at a coffee shop for a couple hours -each weekend. +each weekend. Please feel free to attend even if you do not have a specific question. +It is an opportunity to work with the instructors and fellow students, and learn from each other. -Maria can do some as well. +Maria will do some as well. What are good times for you? @@ -309,9 +315,9 @@ Having some facility on the command line is important We won't cover this much in class, so if you are not comfortable, please bone up at home. -I suggest running through the **cli** tutorial at "learn code the hard way": +Software Carpentry has a decent intro to the command line: +https://swcarpentry.github.io/shell-novice/01-intro/ -http://cli.learncodethehardway.org/book/ **Windows:** From 62d5940f709538d25df2e8df108f018ca7b1d9c4 Mon Sep 17 00:00:00 2001 From: Chris Barker Date: Thu, 22 Sep 2016 20:49:58 -0700 Subject: [PATCH 04/71] fancier gh-pages build script --- slides_sources/build_gh_pages.sh | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/slides_sources/build_gh_pages.sh b/slides_sources/build_gh_pages.sh index 02ab36d3..eb44018e 100755 --- a/slides_sources/build_gh_pages.sh +++ b/slides_sources/build_gh_pages.sh @@ -3,6 +3,12 @@ # simple script to build and push to gh-pages # designed to be run from master +# To use this script you need another copy of the repo, right next this +# one, but named "IntroToPython.gh-pages" +# this script then builds the docs, then copies them to the other repo +# then pushed to the gh-pages branch. + + # make the docs make html From de8fbba672cc339d88c3b2831674e796545beb62 Mon Sep 17 00:00:00 2001 From: Maria Date: Thu, 22 Sep 2016 20:58:26 -0700 Subject: [PATCH 05/71] updating presentation materials --- _downloads/ICanEatGlass.utf16.txt | Bin 0 -> 1428 bytes _downloads/ICanEatGlass.utf8.txt | 23 + _downloads/class_method.py | 32 + _downloads/context_managers.py | 53 + _downloads/hello_unicode.py | 13 + _downloads/iterator_1.py | 32 + _downloads/latin1_test.py | 66 + _downloads/my_for.py | 50 + _downloads/properties_example.py | 30 + _downloads/property_ugly.py | 19 + _downloads/sample_html.html | 27 + _downloads/sherlock.txt | 13052 ++++++++++++++++ _downloads/sherlock_small.txt | 17 + _downloads/static_method.py | 26 + _downloads/test_generator.py | 78 + 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zcma)+O;1xn6oyZo)pgItg`EWnYE0P~#Y94g8u0^+9~)P-6uHvg)^bZE{s8}kKLKMZ znn-{EQZ;Ve>E4ZotqYgn^UhEp#wO5Ih9;bO02`lAm71cEbP2ZgOKh_av>Q7bv|fEk(Tfv3vbm#mHIml zc0^THs$iMus$(896Q4@p(?pU|pUh4NW^-03R6viP^!A`ohIJO|zKAU6X;bZs_>r`U zY&O(Kb&(&Bwos^BDfDjqpqJ`HnVtHp>R0irI@~LE+^XAf>(1L(*Ky14t@~Eg?u~oK z+Hq^VEABaxF1Q~>eZ6hCyG3tnpuN4u!;|8s>#|#MG4f#)RiPg8Yrs%>ic8G(h1Z{n+@>mm8s%nrrpoJ{8easI$xxQ_?#jVycta z>v!V^>B;vyK1pVpvMZs>8M@gJV*-q4UfNje)YW02vyz5bOgXEjV*!6D zwwjR=`&+>-p6@JJ_agO+PzCk$NCf2~|Lx#iJNed4@DmQoK+Ix<86>KOm};UU&)R-& zQ&=`&s8cUn@g3%!B+E*$Q%H)NJPndP1|3-_mOLoO$fB29Ioxovo8v`si--Heo}c`sF(WKjpUoUfn&Ka~(_N+KY0S=O0Cs9m@a! literal 0 HcmV?d00001 diff --git a/_downloads/ICanEatGlass.utf8.txt b/_downloads/ICanEatGlass.utf8.txt new file mode 100644 index 00000000..9ecba2b9 --- /dev/null +++ b/_downloads/ICanEatGlass.utf8.txt @@ -0,0 +1,23 @@ +I Can Eat Glass: + +And from the sublime to the ridiculous, here is a certain phrase in an assortment of languages: + +Sanskrit: काचं शक्नोम्यत्तुम् । नोपहिनस्ति माम् ॥ + +Sanskrit (standard transcription): kācaṃ śaknomyattum; nopahinasti mām. + +Classical Greek: ὕαλον ϕαγεῖν δύναμαι· τοῦτο οὔ με βλάπτει. + +Greek (monotonic): Μπορώ να φάω σπασμένα γυαλιά χωρίς να πάθω τίποτα. + +Greek (polytonic): Μπορῶ νὰ φάω σπασμένα γυαλιὰ χωρὶς νὰ πάθω τίποτα. + +Latin: Vitrum edere possum; mihi non nocet. + +Old French: Je puis mangier del voirre. Ne me nuit. + +French: Je peux manger du verre, ça ne me fait pas mal. + +Provençal / Occitan: Pòdi manjar de veire, me nafrariá pas. + +Québécois: J'peux manger d'la vitre, ça m'fa pas mal. \ No newline at end of file diff --git a/_downloads/class_method.py b/_downloads/class_method.py new file mode 100644 index 00000000..93fba91f --- /dev/null +++ b/_downloads/class_method.py @@ -0,0 +1,32 @@ +#!/usr/bin/env python + +""" +example of a class method +""" + + +class C: + def __init__(self, x, y): + self.x = x + self.y = y + + @classmethod + def a_class_method(cls, y): + print("in a_class_method", cls) + return cls(y, y**2) + + +class C2(C): + pass + + +if __name__ == "__main__": + + c = C(3, 4) + print(type(c), c.x, c.y) + + c2 = C.a_class_method(3) + print(type(c2), c2.x, c2.y) + + c3 = c2.a_class_method(2) + print(type(c3), c3.x, c3.y) diff --git a/_downloads/context_managers.py b/_downloads/context_managers.py new file mode 100644 index 00000000..ecf3ee54 --- /dev/null +++ b/_downloads/context_managers.py @@ -0,0 +1,53 @@ +# -*- coding: utf-8 -*- +import sys +from io import StringIO +from contextlib import contextmanager + + +class Context(object): + """from Doug Hellmann, PyMOTW + http://pymotw.com/2/contextlib/#module-contextlib + """ + def __init__(self, handle_error): + print('__init__({})'.format(handle_error)) + self.handle_error = handle_error + + def __enter__(self): + print('__enter__()') + return self + + def __exit__(self, exc_type, exc_val, exc_tb): + print('__exit__({}, {}, {})'.format(exc_type, exc_val, exc_tb)) + if exc_type == ZeroDivisionError: + return True + else: + return False + +# return self.handle_error + +@contextmanager +def context(boolean): + print("__init__ code here") + try: + print("__enter__ code goes here") + yield object() + except Exception as e: + print("errors handled here") + if not boolean: + raise e + finally: + print("__exit__ cleanup goes here") + + +@contextmanager +def print_encoded(encoding): + old_stdout = sys.stdout + sys.stdout = buff = StringIO() + try: + yield None + finally: + sys.stdout = old_stdout + buff.seek(0) + raw = buff.read() + encoded = raw.encode(encoding) + print(encoded) diff --git a/_downloads/hello_unicode.py b/_downloads/hello_unicode.py new file mode 100644 index 00000000..6bbad1de --- /dev/null +++ b/_downloads/hello_unicode.py @@ -0,0 +1,13 @@ +#!/usr/bin/env python +# -*- coding: utf-8 -*- + +hello = 'Hello ' +world = u'世界' + +print hello + world + +print u"It was nice weather today: it reached 80\u00B0" + +print u"Maybe it will reach 90\N{degree sign}" + +print u"It is extremely rare for it ever to reach 100° in Seattle" diff --git a/_downloads/iterator_1.py b/_downloads/iterator_1.py new file mode 100644 index 00000000..6cc9231c --- /dev/null +++ b/_downloads/iterator_1.py @@ -0,0 +1,32 @@ +#!/usr/bin/env python + +""" +Simple iterator examples +""" + + +class IterateMe_1(object): + """ + About as simple an iterator as you can get: + + returns the sequence of numbers from zero to 4 + ( like range(4) ) + """ + def __init__(self, stop=5): + self.current = -1 + self.stop = stop + def __iter__(self): + return self + def __next__(self): + self.current += 1 + if self.current < self.stop: + return self.current + else: + raise StopIteration + +if __name__ == "__main__": + + print("Testing the iterator") + for i in IterateMe_1(): + print(i) + diff --git a/_downloads/latin1_test.py b/_downloads/latin1_test.py new file mode 100644 index 00000000..3990078f --- /dev/null +++ b/_downloads/latin1_test.py @@ -0,0 +1,66 @@ +#!/usr/bin/env python + +""" +An example of using latin-1 as a universal encoding + +latin-1 is a superset of ASCII that is suitable for western european languages. + +Is the most common, and a good default, if you need a one-byte per char encoding +for European text. + +It also has a nice property: + : every byte value from 0 to 255 is avalid charactor + +Thus you will never get an UnicodeDecodeError if +you try to decode arbitrary bytes with latin-1. + +And it can "round-trip" trhough a unicode object. + +This can be useful is you don't know the encoding -- at least it won't break. +It's also useful if you need to work with cobined text+binary data. + + + +""" + +# all the byte values in a bytes (str) object: +all_bytes = ''.join( [chr(i) for i in range(255)] ) + +print type(all_bytes) +print len(all_bytes) + +print "Example value: 20" +print ord(all_bytes[20]) == 20 +print "Example high value: 245" +print ord(all_bytes[245]) == 245 + +# now decode it to a unicode object: +try: + uni = all_bytes.decode() +except UnicodeDecodeError: + print "OOPS: can't decode with default encoding" + +# latin-1 works: +try: + all_uni = all_bytes.decode('latin-1') + print "Yup -- that worked" + print all_uni + print "note that the ASCII subset is the same..." +except UnicodeDecodeError: + print "OOPS: This should have worked!!" + raise + +## now show that it round-trips: +all_bytes2 = all_uni.encode('latin-1') + +if all_bytes2 == all_bytes: + print "yup -- that worked...the values are preserved on the round trip." +else: + print "Hey, that should have worked" + + + + + + + diff --git a/_downloads/my_for.py b/_downloads/my_for.py new file mode 100644 index 00000000..6023ad9f --- /dev/null +++ b/_downloads/my_for.py @@ -0,0 +1,50 @@ +#!/usr/bin/env python + +""" +hand writing 'for' + +demonstrates how for interacts with an iterable +""" + + +l = [1,2,3,4,5,] + + +def my_for(an_iterable, func): + """ + Emulation of a for loop. + + func() will be called with each item in an_iterable + + :param an_iterable: anything that satisfies the interation protocol + + :param func: a callable -- it will be called, passing in each item + in an_iterable. + + """ + # equiv of "for i in l:" + iterator = iter(an_iterable) + while True: + try: + i = next(iterator) + except StopIteration: + break + func(i) + + +if __name__ == "__main__": + + def print_func(x): + print(x) + + l = [1,2,3,4,5,] + my_for(l, print_func) + + t = ('a','b','c','d') + + my_for(t, print_func) + + + + + diff --git a/_downloads/properties_example.py b/_downloads/properties_example.py new file mode 100644 index 00000000..f70760e9 --- /dev/null +++ b/_downloads/properties_example.py @@ -0,0 +1,30 @@ +#!/usr/bin/env python + +""" +Example code for properties + +NOTE: if your getters and setters are this simple: don't do this! + +""" + + +class C: + def __init__(self): + self._x = None + @property + def x(self): + print("in getter") + return self._x + @x.setter + def x(self, value): + print("in setter", value) + self._x = value + @x.deleter + def x(self): + del self._x + +if __name__ == "__main__": + c = C() + c.x = 5 + print(c.x) + diff --git a/_downloads/property_ugly.py b/_downloads/property_ugly.py new file mode 100644 index 00000000..d20c1dcc --- /dev/null +++ b/_downloads/property_ugly.py @@ -0,0 +1,19 @@ +#!/usr/bin/env python + +class C(object): + """ + Property defined in about the most ugly way possible + """ + def __init__(self): + self._x = None + def x(self): + return self._x + x = property(x) + def _set_x(self, value): + self._x = value + x = x.setter(_set_x) + def _del_x(self): + del self._x + x = x.deleter(_del_x) + + diff --git a/_downloads/sample_html.html b/_downloads/sample_html.html new file mode 100644 index 00000000..f2687e95 --- /dev/null +++ b/_downloads/sample_html.html @@ -0,0 +1,27 @@ + + + + + PythonClass = Revision 1087: + + +

PythonClass - Class 6 example

+

+ Here is a paragraph of text -- there could be more of them, but this is enough to show that we can do some text +

+
+
    +
  • + The first item in a list +
    • +
  • + This is the second item +
    • +
  • + And this is a + link + to google +
    • +
+ + \ No newline at end of file diff --git a/_downloads/sherlock.txt b/_downloads/sherlock.txt new file mode 100644 index 00000000..4dec2015 --- /dev/null +++ b/_downloads/sherlock.txt @@ -0,0 +1,13052 @@ +Project Gutenberg's The Adventures of Sherlock Holmes, by Arthur Conan Doyle + +This eBook is for the use of anyone anywhere at no cost and with +almost no restrictions whatsoever. You may copy it, give it away or +re-use it under the terms of the Project Gutenberg License included +with this eBook or online at www.gutenberg.net + + +Title: The Adventures of Sherlock Holmes + +Author: Arthur Conan Doyle + +Posting Date: April 18, 2011 [EBook #1661] +First Posted: November 29, 2002 + +Language: English + + +*** START OF THIS PROJECT GUTENBERG EBOOK THE ADVENTURES OF SHERLOCK HOLMES *** + + + + +Produced by an anonymous Project Gutenberg volunteer and Jose Menendez + + + + + + + + + +THE ADVENTURES OF SHERLOCK HOLMES + +by + +SIR ARTHUR CONAN DOYLE + + + + I. A Scandal in Bohemia + II. The Red-headed League + III. A Case of Identity + IV. The Boscombe Valley Mystery + V. The Five Orange Pips + VI. The Man with the Twisted Lip + VII. The Adventure of the Blue Carbuncle +VIII. The Adventure of the Speckled Band + IX. The Adventure of the Engineer's Thumb + X. The Adventure of the Noble Bachelor + XI. The Adventure of the Beryl Coronet + XII. The Adventure of the Copper Beeches + + + + +ADVENTURE I. A SCANDAL IN BOHEMIA + +I. + +To Sherlock Holmes she is always THE woman. I have seldom heard +him mention her under any other name. In his eyes she eclipses +and predominates the whole of her sex. It was not that he felt +any emotion akin to love for Irene Adler. All emotions, and that +one particularly, were abhorrent to his cold, precise but +admirably balanced mind. He was, I take it, the most perfect +reasoning and observing machine that the world has seen, but as a +lover he would have placed himself in a false position. He never +spoke of the softer passions, save with a gibe and a sneer. They +were admirable things for the observer--excellent for drawing the +veil from men's motives and actions. But for the trained reasoner +to admit such intrusions into his own delicate and finely +adjusted temperament was to introduce a distracting factor which +might throw a doubt upon all his mental results. Grit in a +sensitive instrument, or a crack in one of his own high-power +lenses, would not be more disturbing than a strong emotion in a +nature such as his. And yet there was but one woman to him, and +that woman was the late Irene Adler, of dubious and questionable +memory. + +I had seen little of Holmes lately. My marriage had drifted us +away from each other. My own complete happiness, and the +home-centred interests which rise up around the man who first +finds himself master of his own establishment, were sufficient to +absorb all my attention, while Holmes, who loathed every form of +society with his whole Bohemian soul, remained in our lodgings in +Baker Street, buried among his old books, and alternating from +week to week between cocaine and ambition, the drowsiness of the +drug, and the fierce energy of his own keen nature. He was still, +as ever, deeply attracted by the study of crime, and occupied his +immense faculties and extraordinary powers of observation in +following out those clues, and clearing up those mysteries which +had been abandoned as hopeless by the official police. From time +to time I heard some vague account of his doings: of his summons +to Odessa in the case of the Trepoff murder, of his clearing up +of the singular tragedy of the Atkinson brothers at Trincomalee, +and finally of the mission which he had accomplished so +delicately and successfully for the reigning family of Holland. +Beyond these signs of his activity, however, which I merely +shared with all the readers of the daily press, I knew little of +my former friend and companion. + +One night--it was on the twentieth of March, 1888--I was +returning from a journey to a patient (for I had now returned to +civil practice), when my way led me through Baker Street. As I +passed the well-remembered door, which must always be associated +in my mind with my wooing, and with the dark incidents of the +Study in Scarlet, I was seized with a keen desire to see Holmes +again, and to know how he was employing his extraordinary powers. +His rooms were brilliantly lit, and, even as I looked up, I saw +his tall, spare figure pass twice in a dark silhouette against +the blind. He was pacing the room swiftly, eagerly, with his head +sunk upon his chest and his hands clasped behind him. To me, who +knew his every mood and habit, his attitude and manner told their +own story. He was at work again. He had risen out of his +drug-created dreams and was hot upon the scent of some new +problem. I rang the bell and was shown up to the chamber which +had formerly been in part my own. + +His manner was not effusive. It seldom was; but he was glad, I +think, to see me. With hardly a word spoken, but with a kindly +eye, he waved me to an armchair, threw across his case of cigars, +and indicated a spirit case and a gasogene in the corner. Then he +stood before the fire and looked me over in his singular +introspective fashion. + +"Wedlock suits you," he remarked. "I think, Watson, that you have +put on seven and a half pounds since I saw you." + +"Seven!" I answered. + +"Indeed, I should have thought a little more. Just a trifle more, +I fancy, Watson. And in practice again, I observe. You did not +tell me that you intended to go into harness." + +"Then, how do you know?" + +"I see it, I deduce it. How do I know that you have been getting +yourself very wet lately, and that you have a most clumsy and +careless servant girl?" + +"My dear Holmes," said I, "this is too much. You would certainly +have been burned, had you lived a few centuries ago. It is true +that I had a country walk on Thursday and came home in a dreadful +mess, but as I have changed my clothes I can't imagine how you +deduce it. As to Mary Jane, she is incorrigible, and my wife has +given her notice, but there, again, I fail to see how you work it +out." + +He chuckled to himself and rubbed his long, nervous hands +together. + +"It is simplicity itself," said he; "my eyes tell me that on the +inside of your left shoe, just where the firelight strikes it, +the leather is scored by six almost parallel cuts. Obviously they +have been caused by someone who has very carelessly scraped round +the edges of the sole in order to remove crusted mud from it. +Hence, you see, my double deduction that you had been out in vile +weather, and that you had a particularly malignant boot-slitting +specimen of the London slavey. As to your practice, if a +gentleman walks into my rooms smelling of iodoform, with a black +mark of nitrate of silver upon his right forefinger, and a bulge +on the right side of his top-hat to show where he has secreted +his stethoscope, I must be dull, indeed, if I do not pronounce +him to be an active member of the medical profession." + +I could not help laughing at the ease with which he explained his +process of deduction. "When I hear you give your reasons," I +remarked, "the thing always appears to me to be so ridiculously +simple that I could easily do it myself, though at each +successive instance of your reasoning I am baffled until you +explain your process. And yet I believe that my eyes are as good +as yours." + +"Quite so," he answered, lighting a cigarette, and throwing +himself down into an armchair. "You see, but you do not observe. +The distinction is clear. For example, you have frequently seen +the steps which lead up from the hall to this room." + +"Frequently." + +"How often?" + +"Well, some hundreds of times." + +"Then how many are there?" + +"How many? I don't know." + +"Quite so! You have not observed. And yet you have seen. That is +just my point. Now, I know that there are seventeen steps, +because I have both seen and observed. By-the-way, since you are +interested in these little problems, and since you are good +enough to chronicle one or two of my trifling experiences, you +may be interested in this." He threw over a sheet of thick, +pink-tinted note-paper which had been lying open upon the table. +"It came by the last post," said he. "Read it aloud." + +The note was undated, and without either signature or address. + +"There will call upon you to-night, at a quarter to eight +o'clock," it said, "a gentleman who desires to consult you upon a +matter of the very deepest moment. Your recent services to one of +the royal houses of Europe have shown that you are one who may +safely be trusted with matters which are of an importance which +can hardly be exaggerated. This account of you we have from all +quarters received. Be in your chamber then at that hour, and do +not take it amiss if your visitor wear a mask." + +"This is indeed a mystery," I remarked. "What do you imagine that +it means?" + +"I have no data yet. It is a capital mistake to theorize before +one has data. Insensibly one begins to twist facts to suit +theories, instead of theories to suit facts. But the note itself. +What do you deduce from it?" + +I carefully examined the writing, and the paper upon which it was +written. + +"The man who wrote it was presumably well to do," I remarked, +endeavouring to imitate my companion's processes. "Such paper +could not be bought under half a crown a packet. It is peculiarly +strong and stiff." + +"Peculiar--that is the very word," said Holmes. "It is not an +English paper at all. Hold it up to the light." + +I did so, and saw a large "E" with a small "g," a "P," and a +large "G" with a small "t" woven into the texture of the paper. + +"What do you make of that?" asked Holmes. + +"The name of the maker, no doubt; or his monogram, rather." + +"Not at all. The 'G' with the small 't' stands for +'Gesellschaft,' which is the German for 'Company.' It is a +customary contraction like our 'Co.' 'P,' of course, stands for +'Papier.' Now for the 'Eg.' Let us glance at our Continental +Gazetteer." He took down a heavy brown volume from his shelves. +"Eglow, Eglonitz--here we are, Egria. It is in a German-speaking +country--in Bohemia, not far from Carlsbad. 'Remarkable as being +the scene of the death of Wallenstein, and for its numerous +glass-factories and paper-mills.' Ha, ha, my boy, what do you +make of that?" His eyes sparkled, and he sent up a great blue +triumphant cloud from his cigarette. + +"The paper was made in Bohemia," I said. + +"Precisely. And the man who wrote the note is a German. Do you +note the peculiar construction of the sentence--'This account of +you we have from all quarters received.' A Frenchman or Russian +could not have written that. It is the German who is so +uncourteous to his verbs. It only remains, therefore, to discover +what is wanted by this German who writes upon Bohemian paper and +prefers wearing a mask to showing his face. And here he comes, if +I am not mistaken, to resolve all our doubts." + +As he spoke there was the sharp sound of horses' hoofs and +grating wheels against the curb, followed by a sharp pull at the +bell. Holmes whistled. + +"A pair, by the sound," said he. "Yes," he continued, glancing +out of the window. "A nice little brougham and a pair of +beauties. A hundred and fifty guineas apiece. There's money in +this case, Watson, if there is nothing else." + +"I think that I had better go, Holmes." + +"Not a bit, Doctor. Stay where you are. I am lost without my +Boswell. And this promises to be interesting. It would be a pity +to miss it." + +"But your client--" + +"Never mind him. I may want your help, and so may he. Here he +comes. Sit down in that armchair, Doctor, and give us your best +attention." + +A slow and heavy step, which had been heard upon the stairs and +in the passage, paused immediately outside the door. Then there +was a loud and authoritative tap. + +"Come in!" said Holmes. + +A man entered who could hardly have been less than six feet six +inches in height, with the chest and limbs of a Hercules. His +dress was rich with a richness which would, in England, be looked +upon as akin to bad taste. Heavy bands of astrakhan were slashed +across the sleeves and fronts of his double-breasted coat, while +the deep blue cloak which was thrown over his shoulders was lined +with flame-coloured silk and secured at the neck with a brooch +which consisted of a single flaming beryl. Boots which extended +halfway up his calves, and which were trimmed at the tops with +rich brown fur, completed the impression of barbaric opulence +which was suggested by his whole appearance. He carried a +broad-brimmed hat in his hand, while he wore across the upper +part of his face, extending down past the cheekbones, a black +vizard mask, which he had apparently adjusted that very moment, +for his hand was still raised to it as he entered. From the lower +part of the face he appeared to be a man of strong character, +with a thick, hanging lip, and a long, straight chin suggestive +of resolution pushed to the length of obstinacy. + +"You had my note?" he asked with a deep harsh voice and a +strongly marked German accent. "I told you that I would call." He +looked from one to the other of us, as if uncertain which to +address. + +"Pray take a seat," said Holmes. "This is my friend and +colleague, Dr. Watson, who is occasionally good enough to help me +in my cases. Whom have I the honour to address?" + +"You may address me as the Count Von Kramm, a Bohemian nobleman. +I understand that this gentleman, your friend, is a man of honour +and discretion, whom I may trust with a matter of the most +extreme importance. If not, I should much prefer to communicate +with you alone." + +I rose to go, but Holmes caught me by the wrist and pushed me +back into my chair. "It is both, or none," said he. "You may say +before this gentleman anything which you may say to me." + +The Count shrugged his broad shoulders. "Then I must begin," said +he, "by binding you both to absolute secrecy for two years; at +the end of that time the matter will be of no importance. At +present it is not too much to say that it is of such weight it +may have an influence upon European history." + +"I promise," said Holmes. + +"And I." + +"You will excuse this mask," continued our strange visitor. "The +august person who employs me wishes his agent to be unknown to +you, and I may confess at once that the title by which I have +just called myself is not exactly my own." + +"I was aware of it," said Holmes dryly. + +"The circumstances are of great delicacy, and every precaution +has to be taken to quench what might grow to be an immense +scandal and seriously compromise one of the reigning families of +Europe. To speak plainly, the matter implicates the great House +of Ormstein, hereditary kings of Bohemia." + +"I was also aware of that," murmured Holmes, settling himself +down in his armchair and closing his eyes. + +Our visitor glanced with some apparent surprise at the languid, +lounging figure of the man who had been no doubt depicted to him +as the most incisive reasoner and most energetic agent in Europe. +Holmes slowly reopened his eyes and looked impatiently at his +gigantic client. + +"If your Majesty would condescend to state your case," he +remarked, "I should be better able to advise you." + +The man sprang from his chair and paced up and down the room in +uncontrollable agitation. Then, with a gesture of desperation, he +tore the mask from his face and hurled it upon the ground. "You +are right," he cried; "I am the King. Why should I attempt to +conceal it?" + +"Why, indeed?" murmured Holmes. "Your Majesty had not spoken +before I was aware that I was addressing Wilhelm Gottsreich +Sigismond von Ormstein, Grand Duke of Cassel-Felstein, and +hereditary King of Bohemia." + +"But you can understand," said our strange visitor, sitting down +once more and passing his hand over his high white forehead, "you +can understand that I am not accustomed to doing such business in +my own person. Yet the matter was so delicate that I could not +confide it to an agent without putting myself in his power. I +have come incognito from Prague for the purpose of consulting +you." + +"Then, pray consult," said Holmes, shutting his eyes once more. + +"The facts are briefly these: Some five years ago, during a +lengthy visit to Warsaw, I made the acquaintance of the well-known +adventuress, Irene Adler. The name is no doubt familiar to you." + +"Kindly look her up in my index, Doctor," murmured Holmes without +opening his eyes. For many years he had adopted a system of +docketing all paragraphs concerning men and things, so that it +was difficult to name a subject or a person on which he could not +at once furnish information. In this case I found her biography +sandwiched in between that of a Hebrew rabbi and that of a +staff-commander who had written a monograph upon the deep-sea +fishes. + +"Let me see!" said Holmes. "Hum! Born in New Jersey in the year +1858. Contralto--hum! La Scala, hum! Prima donna Imperial Opera +of Warsaw--yes! Retired from operatic stage--ha! Living in +London--quite so! Your Majesty, as I understand, became entangled +with this young person, wrote her some compromising letters, and +is now desirous of getting those letters back." + +"Precisely so. But how--" + +"Was there a secret marriage?" + +"None." + +"No legal papers or certificates?" + +"None." + +"Then I fail to follow your Majesty. If this young person should +produce her letters for blackmailing or other purposes, how is +she to prove their authenticity?" + +"There is the writing." + +"Pooh, pooh! Forgery." + +"My private note-paper." + +"Stolen." + +"My own seal." + +"Imitated." + +"My photograph." + +"Bought." + +"We were both in the photograph." + +"Oh, dear! That is very bad! Your Majesty has indeed committed an +indiscretion." + +"I was mad--insane." + +"You have compromised yourself seriously." + +"I was only Crown Prince then. I was young. I am but thirty now." + +"It must be recovered." + +"We have tried and failed." + +"Your Majesty must pay. It must be bought." + +"She will not sell." + +"Stolen, then." + +"Five attempts have been made. Twice burglars in my pay ransacked +her house. Once we diverted her luggage when she travelled. Twice +she has been waylaid. There has been no result." + +"No sign of it?" + +"Absolutely none." + +Holmes laughed. "It is quite a pretty little problem," said he. + +"But a very serious one to me," returned the King reproachfully. + +"Very, indeed. And what does she propose to do with the +photograph?" + +"To ruin me." + +"But how?" + +"I am about to be married." + +"So I have heard." + +"To Clotilde Lothman von Saxe-Meningen, second daughter of the +King of Scandinavia. You may know the strict principles of her +family. She is herself the very soul of delicacy. A shadow of a +doubt as to my conduct would bring the matter to an end." + +"And Irene Adler?" + +"Threatens to send them the photograph. And she will do it. I +know that she will do it. You do not know her, but she has a soul +of steel. She has the face of the most beautiful of women, and +the mind of the most resolute of men. Rather than I should marry +another woman, there are no lengths to which she would not +go--none." + +"You are sure that she has not sent it yet?" + +"I am sure." + +"And why?" + +"Because she has said that she would send it on the day when the +betrothal was publicly proclaimed. That will be next Monday." + +"Oh, then we have three days yet," said Holmes with a yawn. "That +is very fortunate, as I have one or two matters of importance to +look into just at present. Your Majesty will, of course, stay in +London for the present?" + +"Certainly. You will find me at the Langham under the name of the +Count Von Kramm." + +"Then I shall drop you a line to let you know how we progress." + +"Pray do so. I shall be all anxiety." + +"Then, as to money?" + +"You have carte blanche." + +"Absolutely?" + +"I tell you that I would give one of the provinces of my kingdom +to have that photograph." + +"And for present expenses?" + +The King took a heavy chamois leather bag from under his cloak +and laid it on the table. + +"There are three hundred pounds in gold and seven hundred in +notes," he said. + +Holmes scribbled a receipt upon a sheet of his note-book and +handed it to him. + +"And Mademoiselle's address?" he asked. + +"Is Briony Lodge, Serpentine Avenue, St. John's Wood." + +Holmes took a note of it. "One other question," said he. "Was the +photograph a cabinet?" + +"It was." + +"Then, good-night, your Majesty, and I trust that we shall soon +have some good news for you. And good-night, Watson," he added, +as the wheels of the royal brougham rolled down the street. "If +you will be good enough to call to-morrow afternoon at three +o'clock I should like to chat this little matter over with you." + + +II. + +At three o'clock precisely I was at Baker Street, but Holmes had +not yet returned. The landlady informed me that he had left the +house shortly after eight o'clock in the morning. I sat down +beside the fire, however, with the intention of awaiting him, +however long he might be. I was already deeply interested in his +inquiry, for, though it was surrounded by none of the grim and +strange features which were associated with the two crimes which +I have already recorded, still, the nature of the case and the +exalted station of his client gave it a character of its own. +Indeed, apart from the nature of the investigation which my +friend had on hand, there was something in his masterly grasp of +a situation, and his keen, incisive reasoning, which made it a +pleasure to me to study his system of work, and to follow the +quick, subtle methods by which he disentangled the most +inextricable mysteries. So accustomed was I to his invariable +success that the very possibility of his failing had ceased to +enter into my head. + +It was close upon four before the door opened, and a +drunken-looking groom, ill-kempt and side-whiskered, with an +inflamed face and disreputable clothes, walked into the room. +Accustomed as I was to my friend's amazing powers in the use of +disguises, I had to look three times before I was certain that it +was indeed he. With a nod he vanished into the bedroom, whence he +emerged in five minutes tweed-suited and respectable, as of old. +Putting his hands into his pockets, he stretched out his legs in +front of the fire and laughed heartily for some minutes. + +"Well, really!" he cried, and then he choked and laughed again +until he was obliged to lie back, limp and helpless, in the +chair. + +"What is it?" + +"It's quite too funny. I am sure you could never guess how I +employed my morning, or what I ended by doing." + +"I can't imagine. I suppose that you have been watching the +habits, and perhaps the house, of Miss Irene Adler." + +"Quite so; but the sequel was rather unusual. I will tell you, +however. I left the house a little after eight o'clock this +morning in the character of a groom out of work. There is a +wonderful sympathy and freemasonry among horsey men. Be one of +them, and you will know all that there is to know. I soon found +Briony Lodge. It is a bijou villa, with a garden at the back, but +built out in front right up to the road, two stories. Chubb lock +to the door. Large sitting-room on the right side, well +furnished, with long windows almost to the floor, and those +preposterous English window fasteners which a child could open. +Behind there was nothing remarkable, save that the passage window +could be reached from the top of the coach-house. I walked round +it and examined it closely from every point of view, but without +noting anything else of interest. + +"I then lounged down the street and found, as I expected, that +there was a mews in a lane which runs down by one wall of the +garden. I lent the ostlers a hand in rubbing down their horses, +and received in exchange twopence, a glass of half and half, two +fills of shag tobacco, and as much information as I could desire +about Miss Adler, to say nothing of half a dozen other people in +the neighbourhood in whom I was not in the least interested, but +whose biographies I was compelled to listen to." + +"And what of Irene Adler?" I asked. + +"Oh, she has turned all the men's heads down in that part. She is +the daintiest thing under a bonnet on this planet. So say the +Serpentine-mews, to a man. She lives quietly, sings at concerts, +drives out at five every day, and returns at seven sharp for +dinner. Seldom goes out at other times, except when she sings. +Has only one male visitor, but a good deal of him. He is dark, +handsome, and dashing, never calls less than once a day, and +often twice. He is a Mr. Godfrey Norton, of the Inner Temple. See +the advantages of a cabman as a confidant. They had driven him +home a dozen times from Serpentine-mews, and knew all about him. +When I had listened to all they had to tell, I began to walk up +and down near Briony Lodge once more, and to think over my plan +of campaign. + +"This Godfrey Norton was evidently an important factor in the +matter. He was a lawyer. That sounded ominous. What was the +relation between them, and what the object of his repeated +visits? Was she his client, his friend, or his mistress? If the +former, she had probably transferred the photograph to his +keeping. If the latter, it was less likely. On the issue of this +question depended whether I should continue my work at Briony +Lodge, or turn my attention to the gentleman's chambers in the +Temple. It was a delicate point, and it widened the field of my +inquiry. I fear that I bore you with these details, but I have to +let you see my little difficulties, if you are to understand the +situation." + +"I am following you closely," I answered. + +"I was still balancing the matter in my mind when a hansom cab +drove up to Briony Lodge, and a gentleman sprang out. He was a +remarkably handsome man, dark, aquiline, and moustached--evidently +the man of whom I had heard. He appeared to be in a +great hurry, shouted to the cabman to wait, and brushed past the +maid who opened the door with the air of a man who was thoroughly +at home. + +"He was in the house about half an hour, and I could catch +glimpses of him in the windows of the sitting-room, pacing up and +down, talking excitedly, and waving his arms. Of her I could see +nothing. Presently he emerged, looking even more flurried than +before. As he stepped up to the cab, he pulled a gold watch from +his pocket and looked at it earnestly, 'Drive like the devil,' he +shouted, 'first to Gross & Hankey's in Regent Street, and then to +the Church of St. Monica in the Edgeware Road. Half a guinea if +you do it in twenty minutes!' + +"Away they went, and I was just wondering whether I should not do +well to follow them when up the lane came a neat little landau, +the coachman with his coat only half-buttoned, and his tie under +his ear, while all the tags of his harness were sticking out of +the buckles. It hadn't pulled up before she shot out of the hall +door and into it. I only caught a glimpse of her at the moment, +but she was a lovely woman, with a face that a man might die for. + +"'The Church of St. Monica, John,' she cried, 'and half a +sovereign if you reach it in twenty minutes.' + +"This was quite too good to lose, Watson. I was just balancing +whether I should run for it, or whether I should perch behind her +landau when a cab came through the street. The driver looked +twice at such a shabby fare, but I jumped in before he could +object. 'The Church of St. Monica,' said I, 'and half a sovereign +if you reach it in twenty minutes.' It was twenty-five minutes to +twelve, and of course it was clear enough what was in the wind. + +"My cabby drove fast. I don't think I ever drove faster, but the +others were there before us. The cab and the landau with their +steaming horses were in front of the door when I arrived. I paid +the man and hurried into the church. There was not a soul there +save the two whom I had followed and a surpliced clergyman, who +seemed to be expostulating with them. They were all three +standing in a knot in front of the altar. I lounged up the side +aisle like any other idler who has dropped into a church. +Suddenly, to my surprise, the three at the altar faced round to +me, and Godfrey Norton came running as hard as he could towards +me. + +"'Thank God,' he cried. 'You'll do. Come! Come!' + +"'What then?' I asked. + +"'Come, man, come, only three minutes, or it won't be legal.' + +"I was half-dragged up to the altar, and before I knew where I was +I found myself mumbling responses which were whispered in my ear, +and vouching for things of which I knew nothing, and generally +assisting in the secure tying up of Irene Adler, spinster, to +Godfrey Norton, bachelor. It was all done in an instant, and +there was the gentleman thanking me on the one side and the lady +on the other, while the clergyman beamed on me in front. It was +the most preposterous position in which I ever found myself in my +life, and it was the thought of it that started me laughing just +now. It seems that there had been some informality about their +license, that the clergyman absolutely refused to marry them +without a witness of some sort, and that my lucky appearance +saved the bridegroom from having to sally out into the streets in +search of a best man. The bride gave me a sovereign, and I mean +to wear it on my watch-chain in memory of the occasion." + +"This is a very unexpected turn of affairs," said I; "and what +then?" + +"Well, I found my plans very seriously menaced. It looked as if +the pair might take an immediate departure, and so necessitate +very prompt and energetic measures on my part. At the church +door, however, they separated, he driving back to the Temple, and +she to her own house. 'I shall drive out in the park at five as +usual,' she said as she left him. I heard no more. They drove +away in different directions, and I went off to make my own +arrangements." + +"Which are?" + +"Some cold beef and a glass of beer," he answered, ringing the +bell. "I have been too busy to think of food, and I am likely to +be busier still this evening. By the way, Doctor, I shall want +your co-operation." + +"I shall be delighted." + +"You don't mind breaking the law?" + +"Not in the least." + +"Nor running a chance of arrest?" + +"Not in a good cause." + +"Oh, the cause is excellent!" + +"Then I am your man." + +"I was sure that I might rely on you." + +"But what is it you wish?" + +"When Mrs. Turner has brought in the tray I will make it clear to +you. Now," he said as he turned hungrily on the simple fare that +our landlady had provided, "I must discuss it while I eat, for I +have not much time. It is nearly five now. In two hours we must +be on the scene of action. Miss Irene, or Madame, rather, returns +from her drive at seven. We must be at Briony Lodge to meet her." + +"And what then?" + +"You must leave that to me. I have already arranged what is to +occur. There is only one point on which I must insist. You must +not interfere, come what may. You understand?" + +"I am to be neutral?" + +"To do nothing whatever. There will probably be some small +unpleasantness. Do not join in it. It will end in my being +conveyed into the house. Four or five minutes afterwards the +sitting-room window will open. You are to station yourself close +to that open window." + +"Yes." + +"You are to watch me, for I will be visible to you." + +"Yes." + +"And when I raise my hand--so--you will throw into the room what +I give you to throw, and will, at the same time, raise the cry of +fire. You quite follow me?" + +"Entirely." + +"It is nothing very formidable," he said, taking a long cigar-shaped +roll from his pocket. "It is an ordinary plumber's smoke-rocket, +fitted with a cap at either end to make it self-lighting. +Your task is confined to that. When you raise your cry of fire, +it will be taken up by quite a number of people. You may then +walk to the end of the street, and I will rejoin you in ten +minutes. I hope that I have made myself clear?" + +"I am to remain neutral, to get near the window, to watch you, +and at the signal to throw in this object, then to raise the cry +of fire, and to wait you at the corner of the street." + +"Precisely." + +"Then you may entirely rely on me." + +"That is excellent. I think, perhaps, it is almost time that I +prepare for the new role I have to play." + +He disappeared into his bedroom and returned in a few minutes in +the character of an amiable and simple-minded Nonconformist +clergyman. His broad black hat, his baggy trousers, his white +tie, his sympathetic smile, and general look of peering and +benevolent curiosity were such as Mr. John Hare alone could have +equalled. It was not merely that Holmes changed his costume. His +expression, his manner, his very soul seemed to vary with every +fresh part that he assumed. The stage lost a fine actor, even as +science lost an acute reasoner, when he became a specialist in +crime. + +It was a quarter past six when we left Baker Street, and it still +wanted ten minutes to the hour when we found ourselves in +Serpentine Avenue. It was already dusk, and the lamps were just +being lighted as we paced up and down in front of Briony Lodge, +waiting for the coming of its occupant. The house was just such +as I had pictured it from Sherlock Holmes' succinct description, +but the locality appeared to be less private than I expected. On +the contrary, for a small street in a quiet neighbourhood, it was +remarkably animated. There was a group of shabbily dressed men +smoking and laughing in a corner, a scissors-grinder with his +wheel, two guardsmen who were flirting with a nurse-girl, and +several well-dressed young men who were lounging up and down with +cigars in their mouths. + +"You see," remarked Holmes, as we paced to and fro in front of +the house, "this marriage rather simplifies matters. The +photograph becomes a double-edged weapon now. The chances are +that she would be as averse to its being seen by Mr. Godfrey +Norton, as our client is to its coming to the eyes of his +princess. Now the question is, Where are we to find the +photograph?" + +"Where, indeed?" + +"It is most unlikely that she carries it about with her. It is +cabinet size. Too large for easy concealment about a woman's +dress. She knows that the King is capable of having her waylaid +and searched. Two attempts of the sort have already been made. We +may take it, then, that she does not carry it about with her." + +"Where, then?" + +"Her banker or her lawyer. There is that double possibility. But +I am inclined to think neither. Women are naturally secretive, +and they like to do their own secreting. Why should she hand it +over to anyone else? She could trust her own guardianship, but +she could not tell what indirect or political influence might be +brought to bear upon a business man. Besides, remember that she +had resolved to use it within a few days. It must be where she +can lay her hands upon it. It must be in her own house." + +"But it has twice been burgled." + +"Pshaw! They did not know how to look." + +"But how will you look?" + +"I will not look." + +"What then?" + +"I will get her to show me." + +"But she will refuse." + +"She will not be able to. But I hear the rumble of wheels. It is +her carriage. Now carry out my orders to the letter." + +As he spoke the gleam of the side-lights of a carriage came round +the curve of the avenue. It was a smart little landau which +rattled up to the door of Briony Lodge. As it pulled up, one of +the loafing men at the corner dashed forward to open the door in +the hope of earning a copper, but was elbowed away by another +loafer, who had rushed up with the same intention. A fierce +quarrel broke out, which was increased by the two guardsmen, who +took sides with one of the loungers, and by the scissors-grinder, +who was equally hot upon the other side. A blow was struck, and +in an instant the lady, who had stepped from her carriage, was +the centre of a little knot of flushed and struggling men, who +struck savagely at each other with their fists and sticks. Holmes +dashed into the crowd to protect the lady; but just as he reached +her he gave a cry and dropped to the ground, with the blood +running freely down his face. At his fall the guardsmen took to +their heels in one direction and the loungers in the other, while +a number of better-dressed people, who had watched the scuffle +without taking part in it, crowded in to help the lady and to +attend to the injured man. Irene Adler, as I will still call her, +had hurried up the steps; but she stood at the top with her +superb figure outlined against the lights of the hall, looking +back into the street. + +"Is the poor gentleman much hurt?" she asked. + +"He is dead," cried several voices. + +"No, no, there's life in him!" shouted another. "But he'll be +gone before you can get him to hospital." + +"He's a brave fellow," said a woman. "They would have had the +lady's purse and watch if it hadn't been for him. They were a +gang, and a rough one, too. Ah, he's breathing now." + +"He can't lie in the street. May we bring him in, marm?" + +"Surely. Bring him into the sitting-room. There is a comfortable +sofa. This way, please!" + +Slowly and solemnly he was borne into Briony Lodge and laid out +in the principal room, while I still observed the proceedings +from my post by the window. The lamps had been lit, but the +blinds had not been drawn, so that I could see Holmes as he lay +upon the couch. I do not know whether he was seized with +compunction at that moment for the part he was playing, but I +know that I never felt more heartily ashamed of myself in my life +than when I saw the beautiful creature against whom I was +conspiring, or the grace and kindliness with which she waited +upon the injured man. And yet it would be the blackest treachery +to Holmes to draw back now from the part which he had intrusted +to me. I hardened my heart, and took the smoke-rocket from under +my ulster. After all, I thought, we are not injuring her. We are +but preventing her from injuring another. + +Holmes had sat up upon the couch, and I saw him motion like a man +who is in need of air. A maid rushed across and threw open the +window. At the same instant I saw him raise his hand and at the +signal I tossed my rocket into the room with a cry of "Fire!" The +word was no sooner out of my mouth than the whole crowd of +spectators, well dressed and ill--gentlemen, ostlers, and +servant-maids--joined in a general shriek of "Fire!" Thick clouds +of smoke curled through the room and out at the open window. I +caught a glimpse of rushing figures, and a moment later the voice +of Holmes from within assuring them that it was a false alarm. +Slipping through the shouting crowd I made my way to the corner +of the street, and in ten minutes was rejoiced to find my +friend's arm in mine, and to get away from the scene of uproar. +He walked swiftly and in silence for some few minutes until we +had turned down one of the quiet streets which lead towards the +Edgeware Road. + +"You did it very nicely, Doctor," he remarked. "Nothing could +have been better. It is all right." + +"You have the photograph?" + +"I know where it is." + +"And how did you find out?" + +"She showed me, as I told you she would." + +"I am still in the dark." + +"I do not wish to make a mystery," said he, laughing. "The matter +was perfectly simple. You, of course, saw that everyone in the +street was an accomplice. They were all engaged for the evening." + +"I guessed as much." + +"Then, when the row broke out, I had a little moist red paint in +the palm of my hand. I rushed forward, fell down, clapped my hand +to my face, and became a piteous spectacle. It is an old trick." + +"That also I could fathom." + +"Then they carried me in. She was bound to have me in. What else +could she do? And into her sitting-room, which was the very room +which I suspected. It lay between that and her bedroom, and I was +determined to see which. They laid me on a couch, I motioned for +air, they were compelled to open the window, and you had your +chance." + +"How did that help you?" + +"It was all-important. When a woman thinks that her house is on +fire, her instinct is at once to rush to the thing which she +values most. It is a perfectly overpowering impulse, and I have +more than once taken advantage of it. In the case of the +Darlington substitution scandal it was of use to me, and also in +the Arnsworth Castle business. A married woman grabs at her baby; +an unmarried one reaches for her jewel-box. Now it was clear to +me that our lady of to-day had nothing in the house more precious +to her than what we are in quest of. She would rush to secure it. +The alarm of fire was admirably done. The smoke and shouting were +enough to shake nerves of steel. She responded beautifully. The +photograph is in a recess behind a sliding panel just above the +right bell-pull. She was there in an instant, and I caught a +glimpse of it as she half-drew it out. When I cried out that it +was a false alarm, she replaced it, glanced at the rocket, rushed +from the room, and I have not seen her since. I rose, and, making +my excuses, escaped from the house. I hesitated whether to +attempt to secure the photograph at once; but the coachman had +come in, and as he was watching me narrowly it seemed safer to +wait. A little over-precipitance may ruin all." + +"And now?" I asked. + +"Our quest is practically finished. I shall call with the King +to-morrow, and with you, if you care to come with us. We will be +shown into the sitting-room to wait for the lady, but it is +probable that when she comes she may find neither us nor the +photograph. It might be a satisfaction to his Majesty to regain +it with his own hands." + +"And when will you call?" + +"At eight in the morning. She will not be up, so that we shall +have a clear field. Besides, we must be prompt, for this marriage +may mean a complete change in her life and habits. I must wire to +the King without delay." + +We had reached Baker Street and had stopped at the door. He was +searching his pockets for the key when someone passing said: + +"Good-night, Mister Sherlock Holmes." + +There were several people on the pavement at the time, but the +greeting appeared to come from a slim youth in an ulster who had +hurried by. + +"I've heard that voice before," said Holmes, staring down the +dimly lit street. "Now, I wonder who the deuce that could have +been." + + +III. + +I slept at Baker Street that night, and we were engaged upon our +toast and coffee in the morning when the King of Bohemia rushed +into the room. + +"You have really got it!" he cried, grasping Sherlock Holmes by +either shoulder and looking eagerly into his face. + +"Not yet." + +"But you have hopes?" + +"I have hopes." + +"Then, come. I am all impatience to be gone." + +"We must have a cab." + +"No, my brougham is waiting." + +"Then that will simplify matters." We descended and started off +once more for Briony Lodge. + +"Irene Adler is married," remarked Holmes. + +"Married! When?" + +"Yesterday." + +"But to whom?" + +"To an English lawyer named Norton." + +"But she could not love him." + +"I am in hopes that she does." + +"And why in hopes?" + +"Because it would spare your Majesty all fear of future +annoyance. If the lady loves her husband, she does not love your +Majesty. If she does not love your Majesty, there is no reason +why she should interfere with your Majesty's plan." + +"It is true. And yet--Well! I wish she had been of my own +station! What a queen she would have made!" He relapsed into a +moody silence, which was not broken until we drew up in +Serpentine Avenue. + +The door of Briony Lodge was open, and an elderly woman stood +upon the steps. She watched us with a sardonic eye as we stepped +from the brougham. + +"Mr. Sherlock Holmes, I believe?" said she. + +"I am Mr. Holmes," answered my companion, looking at her with a +questioning and rather startled gaze. + +"Indeed! My mistress told me that you were likely to call. She +left this morning with her husband by the 5:15 train from Charing +Cross for the Continent." + +"What!" Sherlock Holmes staggered back, white with chagrin and +surprise. "Do you mean that she has left England?" + +"Never to return." + +"And the papers?" asked the King hoarsely. "All is lost." + +"We shall see." He pushed past the servant and rushed into the +drawing-room, followed by the King and myself. The furniture was +scattered about in every direction, with dismantled shelves and +open drawers, as if the lady had hurriedly ransacked them before +her flight. Holmes rushed at the bell-pull, tore back a small +sliding shutter, and, plunging in his hand, pulled out a +photograph and a letter. The photograph was of Irene Adler +herself in evening dress, the letter was superscribed to +"Sherlock Holmes, Esq. To be left till called for." My friend +tore it open and we all three read it together. It was dated at +midnight of the preceding night and ran in this way: + +"MY DEAR MR. SHERLOCK HOLMES,--You really did it very well. You +took me in completely. Until after the alarm of fire, I had not a +suspicion. But then, when I found how I had betrayed myself, I +began to think. I had been warned against you months ago. I had +been told that if the King employed an agent it would certainly +be you. And your address had been given me. Yet, with all this, +you made me reveal what you wanted to know. Even after I became +suspicious, I found it hard to think evil of such a dear, kind +old clergyman. But, you know, I have been trained as an actress +myself. Male costume is nothing new to me. I often take advantage +of the freedom which it gives. I sent John, the coachman, to +watch you, ran up stairs, got into my walking-clothes, as I call +them, and came down just as you departed. + +"Well, I followed you to your door, and so made sure that I was +really an object of interest to the celebrated Mr. Sherlock +Holmes. Then I, rather imprudently, wished you good-night, and +started for the Temple to see my husband. + +"We both thought the best resource was flight, when pursued by +so formidable an antagonist; so you will find the nest empty when +you call to-morrow. As to the photograph, your client may rest in +peace. I love and am loved by a better man than he. The King may +do what he will without hindrance from one whom he has cruelly +wronged. I keep it only to safeguard myself, and to preserve a +weapon which will always secure me from any steps which he might +take in the future. I leave a photograph which he might care to +possess; and I remain, dear Mr. Sherlock Holmes, + + "Very truly yours, + "IRENE NORTON, ne ADLER." + +"What a woman--oh, what a woman!" cried the King of Bohemia, when +we had all three read this epistle. "Did I not tell you how quick +and resolute she was? Would she not have made an admirable queen? +Is it not a pity that she was not on my level?" + +"From what I have seen of the lady she seems indeed to be on a +very different level to your Majesty," said Holmes coldly. "I am +sorry that I have not been able to bring your Majesty's business +to a more successful conclusion." + +"On the contrary, my dear sir," cried the King; "nothing could be +more successful. I know that her word is inviolate. The +photograph is now as safe as if it were in the fire." + +"I am glad to hear your Majesty say so." + +"I am immensely indebted to you. Pray tell me in what way I can +reward you. This ring--" He slipped an emerald snake ring from +his finger and held it out upon the palm of his hand. + +"Your Majesty has something which I should value even more +highly," said Holmes. + +"You have but to name it." + +"This photograph!" + +The King stared at him in amazement. + +"Irene's photograph!" he cried. "Certainly, if you wish it." + +"I thank your Majesty. Then there is no more to be done in the +matter. I have the honour to wish you a very good-morning." He +bowed, and, turning away without observing the hand which the +King had stretched out to him, he set off in my company for his +chambers. + +And that was how a great scandal threatened to affect the kingdom +of Bohemia, and how the best plans of Mr. Sherlock Holmes were +beaten by a woman's wit. He used to make merry over the +cleverness of women, but I have not heard him do it of late. And +when he speaks of Irene Adler, or when he refers to her +photograph, it is always under the honourable title of the woman. + + + +ADVENTURE II. THE RED-HEADED LEAGUE + +I had called upon my friend, Mr. Sherlock Holmes, one day in the +autumn of last year and found him in deep conversation with a +very stout, florid-faced, elderly gentleman with fiery red hair. +With an apology for my intrusion, I was about to withdraw when +Holmes pulled me abruptly into the room and closed the door +behind me. + +"You could not possibly have come at a better time, my dear +Watson," he said cordially. + +"I was afraid that you were engaged." + +"So I am. Very much so." + +"Then I can wait in the next room." + +"Not at all. This gentleman, Mr. Wilson, has been my partner and +helper in many of my most successful cases, and I have no +doubt that he will be of the utmost use to me in yours also." + +The stout gentleman half rose from his chair and gave a bob of +greeting, with a quick little questioning glance from his small +fat-encircled eyes. + +"Try the settee," said Holmes, relapsing into his armchair and +putting his fingertips together, as was his custom when in +judicial moods. "I know, my dear Watson, that you share my love +of all that is bizarre and outside the conventions and humdrum +routine of everyday life. You have shown your relish for it by +the enthusiasm which has prompted you to chronicle, and, if you +will excuse my saying so, somewhat to embellish so many of my own +little adventures." + +"Your cases have indeed been of the greatest interest to me," I +observed. + +"You will remember that I remarked the other day, just before we +went into the very simple problem presented by Miss Mary +Sutherland, that for strange effects and extraordinary +combinations we must go to life itself, which is always far more +daring than any effort of the imagination." + +"A proposition which I took the liberty of doubting." + +"You did, Doctor, but none the less you must come round to my +view, for otherwise I shall keep on piling fact upon fact on you +until your reason breaks down under them and acknowledges me to +be right. Now, Mr. Jabez Wilson here has been good enough to call +upon me this morning, and to begin a narrative which promises to +be one of the most singular which I have listened to for some +time. You have heard me remark that the strangest and most unique +things are very often connected not with the larger but with the +smaller crimes, and occasionally, indeed, where there is room for +doubt whether any positive crime has been committed. As far as I +have heard it is impossible for me to say whether the present +case is an instance of crime or not, but the course of events is +certainly among the most singular that I have ever listened to. +Perhaps, Mr. Wilson, you would have the great kindness to +recommence your narrative. I ask you not merely because my friend +Dr. Watson has not heard the opening part but also because the +peculiar nature of the story makes me anxious to have every +possible detail from your lips. As a rule, when I have heard some +slight indication of the course of events, I am able to guide +myself by the thousands of other similar cases which occur to my +memory. In the present instance I am forced to admit that the +facts are, to the best of my belief, unique." + +The portly client puffed out his chest with an appearance of some +little pride and pulled a dirty and wrinkled newspaper from the +inside pocket of his greatcoat. As he glanced down the +advertisement column, with his head thrust forward and the paper +flattened out upon his knee, I took a good look at the man and +endeavoured, after the fashion of my companion, to read the +indications which might be presented by his dress or appearance. + +I did not gain very much, however, by my inspection. Our visitor +bore every mark of being an average commonplace British +tradesman, obese, pompous, and slow. He wore rather baggy grey +shepherd's check trousers, a not over-clean black frock-coat, +unbuttoned in the front, and a drab waistcoat with a heavy brassy +Albert chain, and a square pierced bit of metal dangling down as +an ornament. A frayed top-hat and a faded brown overcoat with a +wrinkled velvet collar lay upon a chair beside him. Altogether, +look as I would, there was nothing remarkable about the man save +his blazing red head, and the expression of extreme chagrin and +discontent upon his features. + +Sherlock Holmes' quick eye took in my occupation, and he shook +his head with a smile as he noticed my questioning glances. +"Beyond the obvious facts that he has at some time done manual +labour, that he takes snuff, that he is a Freemason, that he has +been in China, and that he has done a considerable amount of +writing lately, I can deduce nothing else." + +Mr. Jabez Wilson started up in his chair, with his forefinger +upon the paper, but his eyes upon my companion. + +"How, in the name of good-fortune, did you know all that, Mr. +Holmes?" he asked. "How did you know, for example, that I did +manual labour. It's as true as gospel, for I began as a ship's +carpenter." + +"Your hands, my dear sir. Your right hand is quite a size larger +than your left. You have worked with it, and the muscles are more +developed." + +"Well, the snuff, then, and the Freemasonry?" + +"I won't insult your intelligence by telling you how I read that, +especially as, rather against the strict rules of your order, you +use an arc-and-compass breastpin." + +"Ah, of course, I forgot that. But the writing?" + +"What else can be indicated by that right cuff so very shiny for +five inches, and the left one with the smooth patch near the +elbow where you rest it upon the desk?" + +"Well, but China?" + +"The fish that you have tattooed immediately above your right +wrist could only have been done in China. I have made a small +study of tattoo marks and have even contributed to the literature +of the subject. That trick of staining the fishes' scales of a +delicate pink is quite peculiar to China. When, in addition, I +see a Chinese coin hanging from your watch-chain, the matter +becomes even more simple." + +Mr. Jabez Wilson laughed heavily. "Well, I never!" said he. "I +thought at first that you had done something clever, but I see +that there was nothing in it, after all." + +"I begin to think, Watson," said Holmes, "that I make a mistake +in explaining. 'Omne ignotum pro magnifico,' you know, and my +poor little reputation, such as it is, will suffer shipwreck if I +am so candid. Can you not find the advertisement, Mr. Wilson?" + +"Yes, I have got it now," he answered with his thick red finger +planted halfway down the column. "Here it is. This is what began +it all. You just read it for yourself, sir." + +I took the paper from him and read as follows: + +"TO THE RED-HEADED LEAGUE: On account of the bequest of the late +Ezekiah Hopkins, of Lebanon, Pennsylvania, U. S. A., there is now +another vacancy open which entitles a member of the League to a +salary of 4 pounds a week for purely nominal services. All +red-headed men who are sound in body and mind and above the age +of twenty-one years, are eligible. Apply in person on Monday, at +eleven o'clock, to Duncan Ross, at the offices of the League, 7 +Pope's Court, Fleet Street." + +"What on earth does this mean?" I ejaculated after I had twice +read over the extraordinary announcement. + +Holmes chuckled and wriggled in his chair, as was his habit when +in high spirits. "It is a little off the beaten track, isn't it?" +said he. "And now, Mr. Wilson, off you go at scratch and tell us +all about yourself, your household, and the effect which this +advertisement had upon your fortunes. You will first make a note, +Doctor, of the paper and the date." + +"It is The Morning Chronicle of April 27, 1890. Just two months +ago." + +"Very good. Now, Mr. Wilson?" + +"Well, it is just as I have been telling you, Mr. Sherlock +Holmes," said Jabez Wilson, mopping his forehead; "I have a small +pawnbroker's business at Coburg Square, near the City. It's not a +very large affair, and of late years it has not done more than +just give me a living. I used to be able to keep two assistants, +but now I only keep one; and I would have a job to pay him but +that he is willing to come for half wages so as to learn the +business." + +"What is the name of this obliging youth?" asked Sherlock Holmes. + +"His name is Vincent Spaulding, and he's not such a youth, +either. It's hard to say his age. I should not wish a smarter +assistant, Mr. Holmes; and I know very well that he could better +himself and earn twice what I am able to give him. But, after +all, if he is satisfied, why should I put ideas in his head?" + +"Why, indeed? You seem most fortunate in having an employ who +comes under the full market price. It is not a common experience +among employers in this age. I don't know that your assistant is +not as remarkable as your advertisement." + +"Oh, he has his faults, too," said Mr. Wilson. "Never was such a +fellow for photography. Snapping away with a camera when he ought +to be improving his mind, and then diving down into the cellar +like a rabbit into its hole to develop his pictures. That is his +main fault, but on the whole he's a good worker. There's no vice +in him." + +"He is still with you, I presume?" + +"Yes, sir. He and a girl of fourteen, who does a bit of simple +cooking and keeps the place clean--that's all I have in the +house, for I am a widower and never had any family. We live very +quietly, sir, the three of us; and we keep a roof over our heads +and pay our debts, if we do nothing more. + +"The first thing that put us out was that advertisement. +Spaulding, he came down into the office just this day eight +weeks, with this very paper in his hand, and he says: + +"'I wish to the Lord, Mr. Wilson, that I was a red-headed man.' + +"'Why that?' I asks. + +"'Why,' says he, 'here's another vacancy on the League of the +Red-headed Men. It's worth quite a little fortune to any man who +gets it, and I understand that there are more vacancies than +there are men, so that the trustees are at their wits' end what +to do with the money. If my hair would only change colour, here's +a nice little crib all ready for me to step into.' + +"'Why, what is it, then?' I asked. You see, Mr. Holmes, I am a +very stay-at-home man, and as my business came to me instead of +my having to go to it, I was often weeks on end without putting +my foot over the door-mat. In that way I didn't know much of what +was going on outside, and I was always glad of a bit of news. + +"'Have you never heard of the League of the Red-headed Men?' he +asked with his eyes open. + +"'Never.' + +"'Why, I wonder at that, for you are eligible yourself for one +of the vacancies.' + +"'And what are they worth?' I asked. + +"'Oh, merely a couple of hundred a year, but the work is slight, +and it need not interfere very much with one's other +occupations.' + +"Well, you can easily think that that made me prick up my ears, +for the business has not been over-good for some years, and an +extra couple of hundred would have been very handy. + +"'Tell me all about it,' said I. + +"'Well,' said he, showing me the advertisement, 'you can see for +yourself that the League has a vacancy, and there is the address +where you should apply for particulars. As far as I can make out, +the League was founded by an American millionaire, Ezekiah +Hopkins, who was very peculiar in his ways. He was himself +red-headed, and he had a great sympathy for all red-headed men; +so when he died it was found that he had left his enormous +fortune in the hands of trustees, with instructions to apply the +interest to the providing of easy berths to men whose hair is of +that colour. From all I hear it is splendid pay and very little to +do.' + +"'But,' said I, 'there would be millions of red-headed men who +would apply.' + +"'Not so many as you might think,' he answered. 'You see it is +really confined to Londoners, and to grown men. This American had +started from London when he was young, and he wanted to do the +old town a good turn. Then, again, I have heard it is no use your +applying if your hair is light red, or dark red, or anything but +real bright, blazing, fiery red. Now, if you cared to apply, Mr. +Wilson, you would just walk in; but perhaps it would hardly be +worth your while to put yourself out of the way for the sake of a +few hundred pounds.' + +"Now, it is a fact, gentlemen, as you may see for yourselves, +that my hair is of a very full and rich tint, so that it seemed +to me that if there was to be any competition in the matter I +stood as good a chance as any man that I had ever met. Vincent +Spaulding seemed to know so much about it that I thought he might +prove useful, so I just ordered him to put up the shutters for +the day and to come right away with me. He was very willing to +have a holiday, so we shut the business up and started off for +the address that was given us in the advertisement. + +"I never hope to see such a sight as that again, Mr. Holmes. From +north, south, east, and west every man who had a shade of red in +his hair had tramped into the city to answer the advertisement. +Fleet Street was choked with red-headed folk, and Pope's Court +looked like a coster's orange barrow. I should not have thought +there were so many in the whole country as were brought together +by that single advertisement. Every shade of colour they +were--straw, lemon, orange, brick, Irish-setter, liver, clay; +but, as Spaulding said, there were not many who had the real +vivid flame-coloured tint. When I saw how many were waiting, I +would have given it up in despair; but Spaulding would not hear +of it. How he did it I could not imagine, but he pushed and +pulled and butted until he got me through the crowd, and right up +to the steps which led to the office. There was a double stream +upon the stair, some going up in hope, and some coming back +dejected; but we wedged in as well as we could and soon found +ourselves in the office." + +"Your experience has been a most entertaining one," remarked +Holmes as his client paused and refreshed his memory with a huge +pinch of snuff. "Pray continue your very interesting statement." + +"There was nothing in the office but a couple of wooden chairs +and a deal table, behind which sat a small man with a head that +was even redder than mine. He said a few words to each candidate +as he came up, and then he always managed to find some fault in +them which would disqualify them. Getting a vacancy did not seem +to be such a very easy matter, after all. However, when our turn +came the little man was much more favourable to me than to any of +the others, and he closed the door as we entered, so that he +might have a private word with us. + +"'This is Mr. Jabez Wilson,' said my assistant, 'and he is +willing to fill a vacancy in the League.' + +"'And he is admirably suited for it,' the other answered. 'He has +every requirement. I cannot recall when I have seen anything so +fine.' He took a step backward, cocked his head on one side, and +gazed at my hair until I felt quite bashful. Then suddenly he +plunged forward, wrung my hand, and congratulated me warmly on my +success. + +"'It would be injustice to hesitate,' said he. 'You will, +however, I am sure, excuse me for taking an obvious precaution.' +With that he seized my hair in both his hands, and tugged until I +yelled with the pain. 'There is water in your eyes,' said he as +he released me. 'I perceive that all is as it should be. But we +have to be careful, for we have twice been deceived by wigs and +once by paint. I could tell you tales of cobbler's wax which +would disgust you with human nature.' He stepped over to the +window and shouted through it at the top of his voice that the +vacancy was filled. A groan of disappointment came up from below, +and the folk all trooped away in different directions until there +was not a red-head to be seen except my own and that of the +manager. + +"'My name,' said he, 'is Mr. Duncan Ross, and I am myself one of +the pensioners upon the fund left by our noble benefactor. Are +you a married man, Mr. Wilson? Have you a family?' + +"I answered that I had not. + +"His face fell immediately. + +"'Dear me!' he said gravely, 'that is very serious indeed! I am +sorry to hear you say that. The fund was, of course, for the +propagation and spread of the red-heads as well as for their +maintenance. It is exceedingly unfortunate that you should be a +bachelor.' + +"My face lengthened at this, Mr. Holmes, for I thought that I was +not to have the vacancy after all; but after thinking it over for +a few minutes he said that it would be all right. + +"'In the case of another,' said he, 'the objection might be +fatal, but we must stretch a point in favour of a man with such a +head of hair as yours. When shall you be able to enter upon your +new duties?' + +"'Well, it is a little awkward, for I have a business already,' +said I. + +"'Oh, never mind about that, Mr. Wilson!' said Vincent Spaulding. +'I should be able to look after that for you.' + +"'What would be the hours?' I asked. + +"'Ten to two.' + +"Now a pawnbroker's business is mostly done of an evening, Mr. +Holmes, especially Thursday and Friday evening, which is just +before pay-day; so it would suit me very well to earn a little in +the mornings. Besides, I knew that my assistant was a good man, +and that he would see to anything that turned up. + +"'That would suit me very well,' said I. 'And the pay?' + +"'Is 4 pounds a week.' + +"'And the work?' + +"'Is purely nominal.' + +"'What do you call purely nominal?' + +"'Well, you have to be in the office, or at least in the +building, the whole time. If you leave, you forfeit your whole +position forever. The will is very clear upon that point. You +don't comply with the conditions if you budge from the office +during that time.' + +"'It's only four hours a day, and I should not think of leaving,' +said I. + +"'No excuse will avail,' said Mr. Duncan Ross; 'neither sickness +nor business nor anything else. There you must stay, or you lose +your billet.' + +"'And the work?' + +"'Is to copy out the "Encyclopaedia Britannica." There is the first +volume of it in that press. You must find your own ink, pens, and +blotting-paper, but we provide this table and chair. Will you be +ready to-morrow?' + +"'Certainly,' I answered. + +"'Then, good-bye, Mr. Jabez Wilson, and let me congratulate you +once more on the important position which you have been fortunate +enough to gain.' He bowed me out of the room and I went home with +my assistant, hardly knowing what to say or do, I was so pleased +at my own good fortune. + +"Well, I thought over the matter all day, and by evening I was in +low spirits again; for I had quite persuaded myself that the +whole affair must be some great hoax or fraud, though what its +object might be I could not imagine. It seemed altogether past +belief that anyone could make such a will, or that they would pay +such a sum for doing anything so simple as copying out the +'Encyclopaedia Britannica.' Vincent Spaulding did what he could to +cheer me up, but by bedtime I had reasoned myself out of the +whole thing. However, in the morning I determined to have a look +at it anyhow, so I bought a penny bottle of ink, and with a +quill-pen, and seven sheets of foolscap paper, I started off for +Pope's Court. + +"Well, to my surprise and delight, everything was as right as +possible. The table was set out ready for me, and Mr. Duncan Ross +was there to see that I got fairly to work. He started me off +upon the letter A, and then he left me; but he would drop in from +time to time to see that all was right with me. At two o'clock he +bade me good-day, complimented me upon the amount that I had +written, and locked the door of the office after me. + +"This went on day after day, Mr. Holmes, and on Saturday the +manager came in and planked down four golden sovereigns for my +week's work. It was the same next week, and the same the week +after. Every morning I was there at ten, and every afternoon I +left at two. By degrees Mr. Duncan Ross took to coming in only +once of a morning, and then, after a time, he did not come in at +all. Still, of course, I never dared to leave the room for an +instant, for I was not sure when he might come, and the billet +was such a good one, and suited me so well, that I would not risk +the loss of it. + +"Eight weeks passed away like this, and I had written about +Abbots and Archery and Armour and Architecture and Attica, and +hoped with diligence that I might get on to the B's before very +long. It cost me something in foolscap, and I had pretty nearly +filled a shelf with my writings. And then suddenly the whole +business came to an end." + +"To an end?" + +"Yes, sir. And no later than this morning. I went to my work as +usual at ten o'clock, but the door was shut and locked, with a +little square of cardboard hammered on to the middle of the +panel with a tack. Here it is, and you can read for yourself." + +He held up a piece of white cardboard about the size of a sheet +of note-paper. It read in this fashion: + + THE RED-HEADED LEAGUE + + IS + + DISSOLVED. + + October 9, 1890. + +Sherlock Holmes and I surveyed this curt announcement and the +rueful face behind it, until the comical side of the affair so +completely overtopped every other consideration that we both +burst out into a roar of laughter. + +"I cannot see that there is anything very funny," cried our +client, flushing up to the roots of his flaming head. "If you can +do nothing better than laugh at me, I can go elsewhere." + +"No, no," cried Holmes, shoving him back into the chair from +which he had half risen. "I really wouldn't miss your case for +the world. It is most refreshingly unusual. But there is, if you +will excuse my saying so, something just a little funny about it. +Pray what steps did you take when you found the card upon the +door?" + +"I was staggered, sir. I did not know what to do. Then I called +at the offices round, but none of them seemed to know anything +about it. Finally, I went to the landlord, who is an accountant +living on the ground-floor, and I asked him if he could tell me +what had become of the Red-headed League. He said that he had +never heard of any such body. Then I asked him who Mr. Duncan +Ross was. He answered that the name was new to him. + +"'Well,' said I, 'the gentleman at No. 4.' + +"'What, the red-headed man?' + +"'Yes.' + +"'Oh,' said he, 'his name was William Morris. He was a solicitor +and was using my room as a temporary convenience until his new +premises were ready. He moved out yesterday.' + +"'Where could I find him?' + +"'Oh, at his new offices. He did tell me the address. Yes, 17 +King Edward Street, near St. Paul's.' + +"I started off, Mr. Holmes, but when I got to that address it was +a manufactory of artificial knee-caps, and no one in it had ever +heard of either Mr. William Morris or Mr. Duncan Ross." + +"And what did you do then?" asked Holmes. + +"I went home to Saxe-Coburg Square, and I took the advice of my +assistant. But he could not help me in any way. He could only say +that if I waited I should hear by post. But that was not quite +good enough, Mr. Holmes. I did not wish to lose such a place +without a struggle, so, as I had heard that you were good enough +to give advice to poor folk who were in need of it, I came right +away to you." + +"And you did very wisely," said Holmes. "Your case is an +exceedingly remarkable one, and I shall be happy to look into it. +From what you have told me I think that it is possible that +graver issues hang from it than might at first sight appear." + +"Grave enough!" said Mr. Jabez Wilson. "Why, I have lost four +pound a week." + +"As far as you are personally concerned," remarked Holmes, "I do +not see that you have any grievance against this extraordinary +league. On the contrary, you are, as I understand, richer by some +30 pounds, to say nothing of the minute knowledge which you have +gained on every subject which comes under the letter A. You have +lost nothing by them." + +"No, sir. But I want to find out about them, and who they are, +and what their object was in playing this prank--if it was a +prank--upon me. It was a pretty expensive joke for them, for it +cost them two and thirty pounds." + +"We shall endeavour to clear up these points for you. And, first, +one or two questions, Mr. Wilson. This assistant of yours who +first called your attention to the advertisement--how long had he +been with you?" + +"About a month then." + +"How did he come?" + +"In answer to an advertisement." + +"Was he the only applicant?" + +"No, I had a dozen." + +"Why did you pick him?" + +"Because he was handy and would come cheap." + +"At half-wages, in fact." + +"Yes." + +"What is he like, this Vincent Spaulding?" + +"Small, stout-built, very quick in his ways, no hair on his face, +though he's not short of thirty. Has a white splash of acid upon +his forehead." + +Holmes sat up in his chair in considerable excitement. "I thought +as much," said he. "Have you ever observed that his ears are +pierced for earrings?" + +"Yes, sir. He told me that a gipsy had done it for him when he +was a lad." + +"Hum!" said Holmes, sinking back in deep thought. "He is still +with you?" + +"Oh, yes, sir; I have only just left him." + +"And has your business been attended to in your absence?" + +"Nothing to complain of, sir. There's never very much to do of a +morning." + +"That will do, Mr. Wilson. I shall be happy to give you an +opinion upon the subject in the course of a day or two. To-day is +Saturday, and I hope that by Monday we may come to a conclusion." + +"Well, Watson," said Holmes when our visitor had left us, "what +do you make of it all?" + +"I make nothing of it," I answered frankly. "It is a most +mysterious business." + +"As a rule," said Holmes, "the more bizarre a thing is the less +mysterious it proves to be. It is your commonplace, featureless +crimes which are really puzzling, just as a commonplace face is +the most difficult to identify. But I must be prompt over this +matter." + +"What are you going to do, then?" I asked. + +"To smoke," he answered. "It is quite a three pipe problem, and I +beg that you won't speak to me for fifty minutes." He curled +himself up in his chair, with his thin knees drawn up to his +hawk-like nose, and there he sat with his eyes closed and his +black clay pipe thrusting out like the bill of some strange bird. +I had come to the conclusion that he had dropped asleep, and +indeed was nodding myself, when he suddenly sprang out of his +chair with the gesture of a man who has made up his mind and put +his pipe down upon the mantelpiece. + +"Sarasate plays at the St. James's Hall this afternoon," he +remarked. "What do you think, Watson? Could your patients spare +you for a few hours?" + +"I have nothing to do to-day. My practice is never very +absorbing." + +"Then put on your hat and come. I am going through the City +first, and we can have some lunch on the way. I observe that +there is a good deal of German music on the programme, which is +rather more to my taste than Italian or French. It is +introspective, and I want to introspect. Come along!" + +We travelled by the Underground as far as Aldersgate; and a short +walk took us to Saxe-Coburg Square, the scene of the singular +story which we had listened to in the morning. It was a poky, +little, shabby-genteel place, where four lines of dingy +two-storied brick houses looked out into a small railed-in +enclosure, where a lawn of weedy grass and a few clumps of faded +laurel-bushes made a hard fight against a smoke-laden and +uncongenial atmosphere. Three gilt balls and a brown board with +"JABEZ WILSON" in white letters, upon a corner house, announced +the place where our red-headed client carried on his business. +Sherlock Holmes stopped in front of it with his head on one side +and looked it all over, with his eyes shining brightly between +puckered lids. Then he walked slowly up the street, and then down +again to the corner, still looking keenly at the houses. Finally +he returned to the pawnbroker's, and, having thumped vigorously +upon the pavement with his stick two or three times, he went up +to the door and knocked. It was instantly opened by a +bright-looking, clean-shaven young fellow, who asked him to step +in. + +"Thank you," said Holmes, "I only wished to ask you how you would +go from here to the Strand." + +"Third right, fourth left," answered the assistant promptly, +closing the door. + +"Smart fellow, that," observed Holmes as we walked away. "He is, +in my judgment, the fourth smartest man in London, and for daring +I am not sure that he has not a claim to be third. I have known +something of him before." + +"Evidently," said I, "Mr. Wilson's assistant counts for a good +deal in this mystery of the Red-headed League. I am sure that you +inquired your way merely in order that you might see him." + +"Not him." + +"What then?" + +"The knees of his trousers." + +"And what did you see?" + +"What I expected to see." + +"Why did you beat the pavement?" + +"My dear doctor, this is a time for observation, not for talk. We +are spies in an enemy's country. We know something of Saxe-Coburg +Square. Let us now explore the parts which lie behind it." + +The road in which we found ourselves as we turned round the +corner from the retired Saxe-Coburg Square presented as great a +contrast to it as the front of a picture does to the back. It was +one of the main arteries which conveyed the traffic of the City +to the north and west. The roadway was blocked with the immense +stream of commerce flowing in a double tide inward and outward, +while the footpaths were black with the hurrying swarm of +pedestrians. It was difficult to realise as we looked at the line +of fine shops and stately business premises that they really +abutted on the other side upon the faded and stagnant square +which we had just quitted. + +"Let me see," said Holmes, standing at the corner and glancing +along the line, "I should like just to remember the order of the +houses here. It is a hobby of mine to have an exact knowledge of +London. There is Mortimer's, the tobacconist, the little +newspaper shop, the Coburg branch of the City and Suburban Bank, +the Vegetarian Restaurant, and McFarlane's carriage-building +depot. That carries us right on to the other block. And now, +Doctor, we've done our work, so it's time we had some play. A +sandwich and a cup of coffee, and then off to violin-land, where +all is sweetness and delicacy and harmony, and there are no +red-headed clients to vex us with their conundrums." + +My friend was an enthusiastic musician, being himself not only a +very capable performer but a composer of no ordinary merit. All +the afternoon he sat in the stalls wrapped in the most perfect +happiness, gently waving his long, thin fingers in time to the +music, while his gently smiling face and his languid, dreamy eyes +were as unlike those of Holmes the sleuth-hound, Holmes the +relentless, keen-witted, ready-handed criminal agent, as it was +possible to conceive. In his singular character the dual nature +alternately asserted itself, and his extreme exactness and +astuteness represented, as I have often thought, the reaction +against the poetic and contemplative mood which occasionally +predominated in him. The swing of his nature took him from +extreme languor to devouring energy; and, as I knew well, he was +never so truly formidable as when, for days on end, he had been +lounging in his armchair amid his improvisations and his +black-letter editions. Then it was that the lust of the chase +would suddenly come upon him, and that his brilliant reasoning +power would rise to the level of intuition, until those who were +unacquainted with his methods would look askance at him as on a +man whose knowledge was not that of other mortals. When I saw him +that afternoon so enwrapped in the music at St. James's Hall I +felt that an evil time might be coming upon those whom he had set +himself to hunt down. + +"You want to go home, no doubt, Doctor," he remarked as we +emerged. + +"Yes, it would be as well." + +"And I have some business to do which will take some hours. This +business at Coburg Square is serious." + +"Why serious?" + +"A considerable crime is in contemplation. I have every reason to +believe that we shall be in time to stop it. But to-day being +Saturday rather complicates matters. I shall want your help +to-night." + +"At what time?" + +"Ten will be early enough." + +"I shall be at Baker Street at ten." + +"Very well. And, I say, Doctor, there may be some little danger, +so kindly put your army revolver in your pocket." He waved his +hand, turned on his heel, and disappeared in an instant among the +crowd. + +I trust that I am not more dense than my neighbours, but I was +always oppressed with a sense of my own stupidity in my dealings +with Sherlock Holmes. Here I had heard what he had heard, I had +seen what he had seen, and yet from his words it was evident that +he saw clearly not only what had happened but what was about to +happen, while to me the whole business was still confused and +grotesque. As I drove home to my house in Kensington I thought +over it all, from the extraordinary story of the red-headed +copier of the "Encyclopaedia" down to the visit to Saxe-Coburg +Square, and the ominous words with which he had parted from me. +What was this nocturnal expedition, and why should I go armed? +Where were we going, and what were we to do? I had the hint from +Holmes that this smooth-faced pawnbroker's assistant was a +formidable man--a man who might play a deep game. I tried to +puzzle it out, but gave it up in despair and set the matter aside +until night should bring an explanation. + +It was a quarter-past nine when I started from home and made my +way across the Park, and so through Oxford Street to Baker +Street. Two hansoms were standing at the door, and as I entered +the passage I heard the sound of voices from above. On entering +his room I found Holmes in animated conversation with two men, +one of whom I recognised as Peter Jones, the official police +agent, while the other was a long, thin, sad-faced man, with a +very shiny hat and oppressively respectable frock-coat. + +"Ha! Our party is complete," said Holmes, buttoning up his +pea-jacket and taking his heavy hunting crop from the rack. +"Watson, I think you know Mr. Jones, of Scotland Yard? Let me +introduce you to Mr. Merryweather, who is to be our companion in +to-night's adventure." + +"We're hunting in couples again, Doctor, you see," said Jones in +his consequential way. "Our friend here is a wonderful man for +starting a chase. All he wants is an old dog to help him to do +the running down." + +"I hope a wild goose may not prove to be the end of our chase," +observed Mr. Merryweather gloomily. + +"You may place considerable confidence in Mr. Holmes, sir," said +the police agent loftily. "He has his own little methods, which +are, if he won't mind my saying so, just a little too theoretical +and fantastic, but he has the makings of a detective in him. It +is not too much to say that once or twice, as in that business of +the Sholto murder and the Agra treasure, he has been more nearly +correct than the official force." + +"Oh, if you say so, Mr. Jones, it is all right," said the +stranger with deference. "Still, I confess that I miss my rubber. +It is the first Saturday night for seven-and-twenty years that I +have not had my rubber." + +"I think you will find," said Sherlock Holmes, "that you will +play for a higher stake to-night than you have ever done yet, and +that the play will be more exciting. For you, Mr. Merryweather, +the stake will be some 30,000 pounds; and for you, Jones, it will +be the man upon whom you wish to lay your hands." + +"John Clay, the murderer, thief, smasher, and forger. He's a +young man, Mr. Merryweather, but he is at the head of his +profession, and I would rather have my bracelets on him than on +any criminal in London. He's a remarkable man, is young John +Clay. His grandfather was a royal duke, and he himself has been +to Eton and Oxford. His brain is as cunning as his fingers, and +though we meet signs of him at every turn, we never know where to +find the man himself. He'll crack a crib in Scotland one week, +and be raising money to build an orphanage in Cornwall the next. +I've been on his track for years and have never set eyes on him +yet." + +"I hope that I may have the pleasure of introducing you to-night. +I've had one or two little turns also with Mr. John Clay, and I +agree with you that he is at the head of his profession. It is +past ten, however, and quite time that we started. If you two +will take the first hansom, Watson and I will follow in the +second." + +Sherlock Holmes was not very communicative during the long drive +and lay back in the cab humming the tunes which he had heard in +the afternoon. We rattled through an endless labyrinth of gas-lit +streets until we emerged into Farrington Street. + +"We are close there now," my friend remarked. "This fellow +Merryweather is a bank director, and personally interested in the +matter. I thought it as well to have Jones with us also. He is +not a bad fellow, though an absolute imbecile in his profession. +He has one positive virtue. He is as brave as a bulldog and as +tenacious as a lobster if he gets his claws upon anyone. Here we +are, and they are waiting for us." + +We had reached the same crowded thoroughfare in which we had +found ourselves in the morning. Our cabs were dismissed, and, +following the guidance of Mr. Merryweather, we passed down a +narrow passage and through a side door, which he opened for us. +Within there was a small corridor, which ended in a very massive +iron gate. This also was opened, and led down a flight of winding +stone steps, which terminated at another formidable gate. Mr. +Merryweather stopped to light a lantern, and then conducted us +down a dark, earth-smelling passage, and so, after opening a +third door, into a huge vault or cellar, which was piled all +round with crates and massive boxes. + +"You are not very vulnerable from above," Holmes remarked as he +held up the lantern and gazed about him. + +"Nor from below," said Mr. Merryweather, striking his stick upon +the flags which lined the floor. "Why, dear me, it sounds quite +hollow!" he remarked, looking up in surprise. + +"I must really ask you to be a little more quiet!" said Holmes +severely. "You have already imperilled the whole success of our +expedition. Might I beg that you would have the goodness to sit +down upon one of those boxes, and not to interfere?" + +The solemn Mr. Merryweather perched himself upon a crate, with a +very injured expression upon his face, while Holmes fell upon his +knees upon the floor and, with the lantern and a magnifying lens, +began to examine minutely the cracks between the stones. A few +seconds sufficed to satisfy him, for he sprang to his feet again +and put his glass in his pocket. + +"We have at least an hour before us," he remarked, "for they can +hardly take any steps until the good pawnbroker is safely in bed. +Then they will not lose a minute, for the sooner they do their +work the longer time they will have for their escape. We are at +present, Doctor--as no doubt you have divined--in the cellar of +the City branch of one of the principal London banks. Mr. +Merryweather is the chairman of directors, and he will explain to +you that there are reasons why the more daring criminals of +London should take a considerable interest in this cellar at +present." + +"It is our French gold," whispered the director. "We have had +several warnings that an attempt might be made upon it." + +"Your French gold?" + +"Yes. We had occasion some months ago to strengthen our resources +and borrowed for that purpose 30,000 napoleons from the Bank of +France. It has become known that we have never had occasion to +unpack the money, and that it is still lying in our cellar. The +crate upon which I sit contains 2,000 napoleons packed between +layers of lead foil. Our reserve of bullion is much larger at +present than is usually kept in a single branch office, and the +directors have had misgivings upon the subject." + +"Which were very well justified," observed Holmes. "And now it is +time that we arranged our little plans. I expect that within an +hour matters will come to a head. In the meantime Mr. +Merryweather, we must put the screen over that dark lantern." + +"And sit in the dark?" + +"I am afraid so. I had brought a pack of cards in my pocket, and +I thought that, as we were a partie carre, you might have your +rubber after all. But I see that the enemy's preparations have +gone so far that we cannot risk the presence of a light. And, +first of all, we must choose our positions. These are daring men, +and though we shall take them at a disadvantage, they may do us +some harm unless we are careful. I shall stand behind this crate, +and do you conceal yourselves behind those. Then, when I flash a +light upon them, close in swiftly. If they fire, Watson, have no +compunction about shooting them down." + +I placed my revolver, cocked, upon the top of the wooden case +behind which I crouched. Holmes shot the slide across the front +of his lantern and left us in pitch darkness--such an absolute +darkness as I have never before experienced. The smell of hot +metal remained to assure us that the light was still there, ready +to flash out at a moment's notice. To me, with my nerves worked +up to a pitch of expectancy, there was something depressing and +subduing in the sudden gloom, and in the cold dank air of the +vault. + +"They have but one retreat," whispered Holmes. "That is back +through the house into Saxe-Coburg Square. I hope that you have +done what I asked you, Jones?" + +"I have an inspector and two officers waiting at the front door." + +"Then we have stopped all the holes. And now we must be silent +and wait." + +What a time it seemed! From comparing notes afterwards it was but +an hour and a quarter, yet it appeared to me that the night must +have almost gone and the dawn be breaking above us. My limbs +were weary and stiff, for I feared to change my position; yet my +nerves were worked up to the highest pitch of tension, and my +hearing was so acute that I could not only hear the gentle +breathing of my companions, but I could distinguish the deeper, +heavier in-breath of the bulky Jones from the thin, sighing note +of the bank director. From my position I could look over the case +in the direction of the floor. Suddenly my eyes caught the glint +of a light. + +At first it was but a lurid spark upon the stone pavement. Then +it lengthened out until it became a yellow line, and then, +without any warning or sound, a gash seemed to open and a hand +appeared, a white, almost womanly hand, which felt about in the +centre of the little area of light. For a minute or more the +hand, with its writhing fingers, protruded out of the floor. Then +it was withdrawn as suddenly as it appeared, and all was dark +again save the single lurid spark which marked a chink between +the stones. + +Its disappearance, however, was but momentary. With a rending, +tearing sound, one of the broad, white stones turned over upon +its side and left a square, gaping hole, through which streamed +the light of a lantern. Over the edge there peeped a clean-cut, +boyish face, which looked keenly about it, and then, with a hand +on either side of the aperture, drew itself shoulder-high and +waist-high, until one knee rested upon the edge. In another +instant he stood at the side of the hole and was hauling after +him a companion, lithe and small like himself, with a pale face +and a shock of very red hair. + +"It's all clear," he whispered. "Have you the chisel and the +bags? Great Scott! Jump, Archie, jump, and I'll swing for it!" + +Sherlock Holmes had sprung out and seized the intruder by the +collar. The other dived down the hole, and I heard the sound of +rending cloth as Jones clutched at his skirts. The light flashed +upon the barrel of a revolver, but Holmes' hunting crop came +down on the man's wrist, and the pistol clinked upon the stone +floor. + +"It's no use, John Clay," said Holmes blandly. "You have no +chance at all." + +"So I see," the other answered with the utmost coolness. "I fancy +that my pal is all right, though I see you have got his +coat-tails." + +"There are three men waiting for him at the door," said Holmes. + +"Oh, indeed! You seem to have done the thing very completely. I +must compliment you." + +"And I you," Holmes answered. "Your red-headed idea was very new +and effective." + +"You'll see your pal again presently," said Jones. "He's quicker +at climbing down holes than I am. Just hold out while I fix the +derbies." + +"I beg that you will not touch me with your filthy hands," +remarked our prisoner as the handcuffs clattered upon his wrists. +"You may not be aware that I have royal blood in my veins. Have +the goodness, also, when you address me always to say 'sir' and +'please.'" + +"All right," said Jones with a stare and a snigger. "Well, would +you please, sir, march upstairs, where we can get a cab to carry +your Highness to the police-station?" + +"That is better," said John Clay serenely. He made a sweeping bow +to the three of us and walked quietly off in the custody of the +detective. + +"Really, Mr. Holmes," said Mr. Merryweather as we followed them +from the cellar, "I do not know how the bank can thank you or +repay you. There is no doubt that you have detected and defeated +in the most complete manner one of the most determined attempts +at bank robbery that have ever come within my experience." + +"I have had one or two little scores of my own to settle with Mr. +John Clay," said Holmes. "I have been at some small expense over +this matter, which I shall expect the bank to refund, but beyond +that I am amply repaid by having had an experience which is in +many ways unique, and by hearing the very remarkable narrative of +the Red-headed League." + + +"You see, Watson," he explained in the early hours of the morning +as we sat over a glass of whisky and soda in Baker Street, "it +was perfectly obvious from the first that the only possible +object of this rather fantastic business of the advertisement of +the League, and the copying of the 'Encyclopaedia,' must be to get +this not over-bright pawnbroker out of the way for a number of +hours every day. It was a curious way of managing it, but, +really, it would be difficult to suggest a better. The method was +no doubt suggested to Clay's ingenious mind by the colour of his +accomplice's hair. The 4 pounds a week was a lure which must draw +him, and what was it to them, who were playing for thousands? +They put in the advertisement, one rogue has the temporary +office, the other rogue incites the man to apply for it, and +together they manage to secure his absence every morning in the +week. From the time that I heard of the assistant having come for +half wages, it was obvious to me that he had some strong motive +for securing the situation." + +"But how could you guess what the motive was?" + +"Had there been women in the house, I should have suspected a +mere vulgar intrigue. That, however, was out of the question. The +man's business was a small one, and there was nothing in his +house which could account for such elaborate preparations, and +such an expenditure as they were at. It must, then, be something +out of the house. What could it be? I thought of the assistant's +fondness for photography, and his trick of vanishing into the +cellar. The cellar! There was the end of this tangled clue. Then +I made inquiries as to this mysterious assistant and found that I +had to deal with one of the coolest and most daring criminals in +London. He was doing something in the cellar--something which +took many hours a day for months on end. What could it be, once +more? I could think of nothing save that he was running a tunnel +to some other building. + +"So far I had got when we went to visit the scene of action. I +surprised you by beating upon the pavement with my stick. I was +ascertaining whether the cellar stretched out in front or behind. +It was not in front. Then I rang the bell, and, as I hoped, the +assistant answered it. We have had some skirmishes, but we had +never set eyes upon each other before. I hardly looked at his +face. His knees were what I wished to see. You must yourself have +remarked how worn, wrinkled, and stained they were. They spoke of +those hours of burrowing. The only remaining point was what they +were burrowing for. I walked round the corner, saw the City and +Suburban Bank abutted on our friend's premises, and felt that I +had solved my problem. When you drove home after the concert I +called upon Scotland Yard and upon the chairman of the bank +directors, with the result that you have seen." + +"And how could you tell that they would make their attempt +to-night?" I asked. + +"Well, when they closed their League offices that was a sign that +they cared no longer about Mr. Jabez Wilson's presence--in other +words, that they had completed their tunnel. But it was essential +that they should use it soon, as it might be discovered, or the +bullion might be removed. Saturday would suit them better than +any other day, as it would give them two days for their escape. +For all these reasons I expected them to come to-night." + +"You reasoned it out beautifully," I exclaimed in unfeigned +admiration. "It is so long a chain, and yet every link rings +true." + +"It saved me from ennui," he answered, yawning. "Alas! I already +feel it closing in upon me. My life is spent in one long effort +to escape from the commonplaces of existence. These little +problems help me to do so." + +"And you are a benefactor of the race," said I. + +He shrugged his shoulders. "Well, perhaps, after all, it is of +some little use," he remarked. "'L'homme c'est rien--l'oeuvre +c'est tout,' as Gustave Flaubert wrote to George Sand." + + + +ADVENTURE III. A CASE OF IDENTITY + +"My dear fellow," said Sherlock Holmes as we sat on either side +of the fire in his lodgings at Baker Street, "life is infinitely +stranger than anything which the mind of man could invent. We +would not dare to conceive the things which are really mere +commonplaces of existence. If we could fly out of that window +hand in hand, hover over this great city, gently remove the +roofs, and peep in at the queer things which are going on, the +strange coincidences, the plannings, the cross-purposes, the +wonderful chains of events, working through generations, and +leading to the most outr results, it would make all fiction with +its conventionalities and foreseen conclusions most stale and +unprofitable." + +"And yet I am not convinced of it," I answered. "The cases which +come to light in the papers are, as a rule, bald enough, and +vulgar enough. We have in our police reports realism pushed to +its extreme limits, and yet the result is, it must be confessed, +neither fascinating nor artistic." + +"A certain selection and discretion must be used in producing a +realistic effect," remarked Holmes. "This is wanting in the +police report, where more stress is laid, perhaps, upon the +platitudes of the magistrate than upon the details, which to an +observer contain the vital essence of the whole matter. Depend +upon it, there is nothing so unnatural as the commonplace." + +I smiled and shook my head. "I can quite understand your thinking +so," I said. "Of course, in your position of unofficial adviser +and helper to everybody who is absolutely puzzled, throughout +three continents, you are brought in contact with all that is +strange and bizarre. But here"--I picked up the morning paper +from the ground--"let us put it to a practical test. Here is the +first heading upon which I come. 'A husband's cruelty to his +wife.' There is half a column of print, but I know without +reading it that it is all perfectly familiar to me. There is, of +course, the other woman, the drink, the push, the blow, the +bruise, the sympathetic sister or landlady. The crudest of +writers could invent nothing more crude." + +"Indeed, your example is an unfortunate one for your argument," +said Holmes, taking the paper and glancing his eye down it. "This +is the Dundas separation case, and, as it happens, I was engaged +in clearing up some small points in connection with it. The +husband was a teetotaler, there was no other woman, and the +conduct complained of was that he had drifted into the habit of +winding up every meal by taking out his false teeth and hurling +them at his wife, which, you will allow, is not an action likely +to occur to the imagination of the average story-teller. Take a +pinch of snuff, Doctor, and acknowledge that I have scored over +you in your example." + +He held out his snuffbox of old gold, with a great amethyst in +the centre of the lid. Its splendour was in such contrast to his +homely ways and simple life that I could not help commenting upon +it. + +"Ah," said he, "I forgot that I had not seen you for some weeks. +It is a little souvenir from the King of Bohemia in return for my +assistance in the case of the Irene Adler papers." + +"And the ring?" I asked, glancing at a remarkable brilliant which +sparkled upon his finger. + +"It was from the reigning family of Holland, though the matter in +which I served them was of such delicacy that I cannot confide it +even to you, who have been good enough to chronicle one or two of +my little problems." + +"And have you any on hand just now?" I asked with interest. + +"Some ten or twelve, but none which present any feature of +interest. They are important, you understand, without being +interesting. Indeed, I have found that it is usually in +unimportant matters that there is a field for the observation, +and for the quick analysis of cause and effect which gives the +charm to an investigation. The larger crimes are apt to be the +simpler, for the bigger the crime the more obvious, as a rule, is +the motive. In these cases, save for one rather intricate matter +which has been referred to me from Marseilles, there is nothing +which presents any features of interest. It is possible, however, +that I may have something better before very many minutes are +over, for this is one of my clients, or I am much mistaken." + +He had risen from his chair and was standing between the parted +blinds gazing down into the dull neutral-tinted London street. +Looking over his shoulder, I saw that on the pavement opposite +there stood a large woman with a heavy fur boa round her neck, +and a large curling red feather in a broad-brimmed hat which was +tilted in a coquettish Duchess of Devonshire fashion over her +ear. From under this great panoply she peeped up in a nervous, +hesitating fashion at our windows, while her body oscillated +backward and forward, and her fingers fidgeted with her glove +buttons. Suddenly, with a plunge, as of the swimmer who leaves +the bank, she hurried across the road, and we heard the sharp +clang of the bell. + +"I have seen those symptoms before," said Holmes, throwing his +cigarette into the fire. "Oscillation upon the pavement always +means an affaire de coeur. She would like advice, but is not sure +that the matter is not too delicate for communication. And yet +even here we may discriminate. When a woman has been seriously +wronged by a man she no longer oscillates, and the usual symptom +is a broken bell wire. Here we may take it that there is a love +matter, but that the maiden is not so much angry as perplexed, or +grieved. But here she comes in person to resolve our doubts." + +As he spoke there was a tap at the door, and the boy in buttons +entered to announce Miss Mary Sutherland, while the lady herself +loomed behind his small black figure like a full-sailed +merchant-man behind a tiny pilot boat. Sherlock Holmes welcomed +her with the easy courtesy for which he was remarkable, and, +having closed the door and bowed her into an armchair, he looked +her over in the minute and yet abstracted fashion which was +peculiar to him. + +"Do you not find," he said, "that with your short sight it is a +little trying to do so much typewriting?" + +"I did at first," she answered, "but now I know where the letters +are without looking." Then, suddenly realising the full purport +of his words, she gave a violent start and looked up, with fear +and astonishment upon her broad, good-humoured face. "You've +heard about me, Mr. Holmes," she cried, "else how could you know +all that?" + +"Never mind," said Holmes, laughing; "it is my business to know +things. Perhaps I have trained myself to see what others +overlook. If not, why should you come to consult me?" + +"I came to you, sir, because I heard of you from Mrs. Etherege, +whose husband you found so easy when the police and everyone had +given him up for dead. Oh, Mr. Holmes, I wish you would do as +much for me. I'm not rich, but still I have a hundred a year in +my own right, besides the little that I make by the machine, and +I would give it all to know what has become of Mr. Hosmer Angel." + +"Why did you come away to consult me in such a hurry?" asked +Sherlock Holmes, with his finger-tips together and his eyes to +the ceiling. + +Again a startled look came over the somewhat vacuous face of Miss +Mary Sutherland. "Yes, I did bang out of the house," she said, +"for it made me angry to see the easy way in which Mr. +Windibank--that is, my father--took it all. He would not go to +the police, and he would not go to you, and so at last, as he +would do nothing and kept on saying that there was no harm done, +it made me mad, and I just on with my things and came right away +to you." + +"Your father," said Holmes, "your stepfather, surely, since the +name is different." + +"Yes, my stepfather. I call him father, though it sounds funny, +too, for he is only five years and two months older than myself." + +"And your mother is alive?" + +"Oh, yes, mother is alive and well. I wasn't best pleased, Mr. +Holmes, when she married again so soon after father's death, and +a man who was nearly fifteen years younger than herself. Father +was a plumber in the Tottenham Court Road, and he left a tidy +business behind him, which mother carried on with Mr. Hardy, the +foreman; but when Mr. Windibank came he made her sell the +business, for he was very superior, being a traveller in wines. +They got 4700 pounds for the goodwill and interest, which wasn't +near as much as father could have got if he had been alive." + +I had expected to see Sherlock Holmes impatient under this +rambling and inconsequential narrative, but, on the contrary, he +had listened with the greatest concentration of attention. + +"Your own little income," he asked, "does it come out of the +business?" + +"Oh, no, sir. It is quite separate and was left me by my uncle +Ned in Auckland. It is in New Zealand stock, paying 4 1/2 per +cent. Two thousand five hundred pounds was the amount, but I can +only touch the interest." + +"You interest me extremely," said Holmes. "And since you draw so +large a sum as a hundred a year, with what you earn into the +bargain, you no doubt travel a little and indulge yourself in +every way. I believe that a single lady can get on very nicely +upon an income of about 60 pounds." + +"I could do with much less than that, Mr. Holmes, but you +understand that as long as I live at home I don't wish to be a +burden to them, and so they have the use of the money just while +I am staying with them. Of course, that is only just for the +time. Mr. Windibank draws my interest every quarter and pays it +over to mother, and I find that I can do pretty well with what I +earn at typewriting. It brings me twopence a sheet, and I can +often do from fifteen to twenty sheets in a day." + +"You have made your position very clear to me," said Holmes. +"This is my friend, Dr. Watson, before whom you can speak as +freely as before myself. Kindly tell us now all about your +connection with Mr. Hosmer Angel." + +A flush stole over Miss Sutherland's face, and she picked +nervously at the fringe of her jacket. "I met him first at the +gasfitters' ball," she said. "They used to send father tickets +when he was alive, and then afterwards they remembered us, and +sent them to mother. Mr. Windibank did not wish us to go. He +never did wish us to go anywhere. He would get quite mad if I +wanted so much as to join a Sunday-school treat. But this time I +was set on going, and I would go; for what right had he to +prevent? He said the folk were not fit for us to know, when all +father's friends were to be there. And he said that I had nothing +fit to wear, when I had my purple plush that I had never so much +as taken out of the drawer. At last, when nothing else would do, +he went off to France upon the business of the firm, but we went, +mother and I, with Mr. Hardy, who used to be our foreman, and it +was there I met Mr. Hosmer Angel." + +"I suppose," said Holmes, "that when Mr. Windibank came back from +France he was very annoyed at your having gone to the ball." + +"Oh, well, he was very good about it. He laughed, I remember, and +shrugged his shoulders, and said there was no use denying +anything to a woman, for she would have her way." + +"I see. Then at the gasfitters' ball you met, as I understand, a +gentleman called Mr. Hosmer Angel." + +"Yes, sir. I met him that night, and he called next day to ask if +we had got home all safe, and after that we met him--that is to +say, Mr. Holmes, I met him twice for walks, but after that father +came back again, and Mr. Hosmer Angel could not come to the house +any more." + +"No?" + +"Well, you know father didn't like anything of the sort. He +wouldn't have any visitors if he could help it, and he used to +say that a woman should be happy in her own family circle. But +then, as I used to say to mother, a woman wants her own circle to +begin with, and I had not got mine yet." + +"But how about Mr. Hosmer Angel? Did he make no attempt to see +you?" + +"Well, father was going off to France again in a week, and Hosmer +wrote and said that it would be safer and better not to see each +other until he had gone. We could write in the meantime, and he +used to write every day. I took the letters in in the morning, so +there was no need for father to know." + +"Were you engaged to the gentleman at this time?" + +"Oh, yes, Mr. Holmes. We were engaged after the first walk that +we took. Hosmer--Mr. Angel--was a cashier in an office in +Leadenhall Street--and--" + +"What office?" + +"That's the worst of it, Mr. Holmes, I don't know." + +"Where did he live, then?" + +"He slept on the premises." + +"And you don't know his address?" + +"No--except that it was Leadenhall Street." + +"Where did you address your letters, then?" + +"To the Leadenhall Street Post Office, to be left till called +for. He said that if they were sent to the office he would be +chaffed by all the other clerks about having letters from a lady, +so I offered to typewrite them, like he did his, but he wouldn't +have that, for he said that when I wrote them they seemed to come +from me, but when they were typewritten he always felt that the +machine had come between us. That will just show you how fond he +was of me, Mr. Holmes, and the little things that he would think +of." + +"It was most suggestive," said Holmes. "It has long been an axiom +of mine that the little things are infinitely the most important. +Can you remember any other little things about Mr. Hosmer Angel?" + +"He was a very shy man, Mr. Holmes. He would rather walk with me +in the evening than in the daylight, for he said that he hated to +be conspicuous. Very retiring and gentlemanly he was. Even his +voice was gentle. He'd had the quinsy and swollen glands when he +was young, he told me, and it had left him with a weak throat, +and a hesitating, whispering fashion of speech. He was always +well dressed, very neat and plain, but his eyes were weak, just +as mine are, and he wore tinted glasses against the glare." + +"Well, and what happened when Mr. Windibank, your stepfather, +returned to France?" + +"Mr. Hosmer Angel came to the house again and proposed that we +should marry before father came back. He was in dreadful earnest +and made me swear, with my hands on the Testament, that whatever +happened I would always be true to him. Mother said he was quite +right to make me swear, and that it was a sign of his passion. +Mother was all in his favour from the first and was even fonder +of him than I was. Then, when they talked of marrying within the +week, I began to ask about father; but they both said never to +mind about father, but just to tell him afterwards, and mother +said she would make it all right with him. I didn't quite like +that, Mr. Holmes. It seemed funny that I should ask his leave, as +he was only a few years older than me; but I didn't want to do +anything on the sly, so I wrote to father at Bordeaux, where the +company has its French offices, but the letter came back to me on +the very morning of the wedding." + +"It missed him, then?" + +"Yes, sir; for he had started to England just before it arrived." + +"Ha! that was unfortunate. Your wedding was arranged, then, for +the Friday. Was it to be in church?" + +"Yes, sir, but very quietly. It was to be at St. Saviour's, near +King's Cross, and we were to have breakfast afterwards at the St. +Pancras Hotel. Hosmer came for us in a hansom, but as there were +two of us he put us both into it and stepped himself into a +four-wheeler, which happened to be the only other cab in the +street. We got to the church first, and when the four-wheeler +drove up we waited for him to step out, but he never did, and +when the cabman got down from the box and looked there was no one +there! The cabman said that he could not imagine what had become +of him, for he had seen him get in with his own eyes. That was +last Friday, Mr. Holmes, and I have never seen or heard anything +since then to throw any light upon what became of him." + +"It seems to me that you have been very shamefully treated," said +Holmes. + +"Oh, no, sir! He was too good and kind to leave me so. Why, all +the morning he was saying to me that, whatever happened, I was to +be true; and that even if something quite unforeseen occurred to +separate us, I was always to remember that I was pledged to him, +and that he would claim his pledge sooner or later. It seemed +strange talk for a wedding-morning, but what has happened since +gives a meaning to it." + +"Most certainly it does. Your own opinion is, then, that some +unforeseen catastrophe has occurred to him?" + +"Yes, sir. I believe that he foresaw some danger, or else he +would not have talked so. And then I think that what he foresaw +happened." + +"But you have no notion as to what it could have been?" + +"None." + +"One more question. How did your mother take the matter?" + +"She was angry, and said that I was never to speak of the matter +again." + +"And your father? Did you tell him?" + +"Yes; and he seemed to think, with me, that something had +happened, and that I should hear of Hosmer again. As he said, +what interest could anyone have in bringing me to the doors of +the church, and then leaving me? Now, if he had borrowed my +money, or if he had married me and got my money settled on him, +there might be some reason, but Hosmer was very independent about +money and never would look at a shilling of mine. And yet, what +could have happened? And why could he not write? Oh, it drives me +half-mad to think of it, and I can't sleep a wink at night." She +pulled a little handkerchief out of her muff and began to sob +heavily into it. + +"I shall glance into the case for you," said Holmes, rising, "and +I have no doubt that we shall reach some definite result. Let the +weight of the matter rest upon me now, and do not let your mind +dwell upon it further. Above all, try to let Mr. Hosmer Angel +vanish from your memory, as he has done from your life." + +"Then you don't think I'll see him again?" + +"I fear not." + +"Then what has happened to him?" + +"You will leave that question in my hands. I should like an +accurate description of him and any letters of his which you can +spare." + +"I advertised for him in last Saturday's Chronicle," said she. +"Here is the slip and here are four letters from him." + +"Thank you. And your address?" + +"No. 31 Lyon Place, Camberwell." + +"Mr. Angel's address you never had, I understand. Where is your +father's place of business?" + +"He travels for Westhouse & Marbank, the great claret importers +of Fenchurch Street." + +"Thank you. You have made your statement very clearly. You will +leave the papers here, and remember the advice which I have given +you. Let the whole incident be a sealed book, and do not allow it +to affect your life." + +"You are very kind, Mr. Holmes, but I cannot do that. I shall be +true to Hosmer. He shall find me ready when he comes back." + +For all the preposterous hat and the vacuous face, there was +something noble in the simple faith of our visitor which +compelled our respect. She laid her little bundle of papers upon +the table and went her way, with a promise to come again whenever +she might be summoned. + +Sherlock Holmes sat silent for a few minutes with his fingertips +still pressed together, his legs stretched out in front of him, +and his gaze directed upward to the ceiling. Then he took down +from the rack the old and oily clay pipe, which was to him as a +counsellor, and, having lit it, he leaned back in his chair, with +the thick blue cloud-wreaths spinning up from him, and a look of +infinite languor in his face. + +"Quite an interesting study, that maiden," he observed. "I found +her more interesting than her little problem, which, by the way, +is rather a trite one. You will find parallel cases, if you +consult my index, in Andover in '77, and there was something of +the sort at The Hague last year. Old as is the idea, however, +there were one or two details which were new to me. But the +maiden herself was most instructive." + +"You appeared to read a good deal upon her which was quite +invisible to me," I remarked. + +"Not invisible but unnoticed, Watson. You did not know where to +look, and so you missed all that was important. I can never bring +you to realise the importance of sleeves, the suggestiveness of +thumb-nails, or the great issues that may hang from a boot-lace. +Now, what did you gather from that woman's appearance? Describe +it." + +"Well, she had a slate-coloured, broad-brimmed straw hat, with a +feather of a brickish red. Her jacket was black, with black beads +sewn upon it, and a fringe of little black jet ornaments. Her +dress was brown, rather darker than coffee colour, with a little +purple plush at the neck and sleeves. Her gloves were greyish and +were worn through at the right forefinger. Her boots I didn't +observe. She had small round, hanging gold earrings, and a +general air of being fairly well-to-do in a vulgar, comfortable, +easy-going way." + +Sherlock Holmes clapped his hands softly together and chuckled. + +"'Pon my word, Watson, you are coming along wonderfully. You have +really done very well indeed. It is true that you have missed +everything of importance, but you have hit upon the method, and +you have a quick eye for colour. Never trust to general +impressions, my boy, but concentrate yourself upon details. My +first glance is always at a woman's sleeve. In a man it is +perhaps better first to take the knee of the trouser. As you +observe, this woman had plush upon her sleeves, which is a most +useful material for showing traces. The double line a little +above the wrist, where the typewritist presses against the table, +was beautifully defined. The sewing-machine, of the hand type, +leaves a similar mark, but only on the left arm, and on the side +of it farthest from the thumb, instead of being right across the +broadest part, as this was. I then glanced at her face, and, +observing the dint of a pince-nez at either side of her nose, I +ventured a remark upon short sight and typewriting, which seemed +to surprise her." + +"It surprised me." + +"But, surely, it was obvious. I was then much surprised and +interested on glancing down to observe that, though the boots +which she was wearing were not unlike each other, they were +really odd ones; the one having a slightly decorated toe-cap, and +the other a plain one. One was buttoned only in the two lower +buttons out of five, and the other at the first, third, and +fifth. Now, when you see that a young lady, otherwise neatly +dressed, has come away from home with odd boots, half-buttoned, +it is no great deduction to say that she came away in a hurry." + +"And what else?" I asked, keenly interested, as I always was, by +my friend's incisive reasoning. + +"I noted, in passing, that she had written a note before leaving +home but after being fully dressed. You observed that her right +glove was torn at the forefinger, but you did not apparently see +that both glove and finger were stained with violet ink. She had +written in a hurry and dipped her pen too deep. It must have been +this morning, or the mark would not remain clear upon the finger. +All this is amusing, though rather elementary, but I must go back +to business, Watson. Would you mind reading me the advertised +description of Mr. Hosmer Angel?" + +I held the little printed slip to the light. + +"Missing," it said, "on the morning of the fourteenth, a gentleman +named Hosmer Angel. About five ft. seven in. in height; +strongly built, sallow complexion, black hair, a little bald in +the centre, bushy, black side-whiskers and moustache; tinted +glasses, slight infirmity of speech. Was dressed, when last seen, +in black frock-coat faced with silk, black waistcoat, gold Albert +chain, and grey Harris tweed trousers, with brown gaiters over +elastic-sided boots. Known to have been employed in an office in +Leadenhall Street. Anybody bringing--" + +"That will do," said Holmes. "As to the letters," he continued, +glancing over them, "they are very commonplace. Absolutely no +clue in them to Mr. Angel, save that he quotes Balzac once. There +is one remarkable point, however, which will no doubt strike +you." + +"They are typewritten," I remarked. + +"Not only that, but the signature is typewritten. Look at the +neat little 'Hosmer Angel' at the bottom. There is a date, you +see, but no superscription except Leadenhall Street, which is +rather vague. The point about the signature is very suggestive--in +fact, we may call it conclusive." + +"Of what?" + +"My dear fellow, is it possible you do not see how strongly it +bears upon the case?" + +"I cannot say that I do unless it were that he wished to be able +to deny his signature if an action for breach of promise were +instituted." + +"No, that was not the point. However, I shall write two letters, +which should settle the matter. One is to a firm in the City, the +other is to the young lady's stepfather, Mr. Windibank, asking +him whether he could meet us here at six o'clock tomorrow +evening. It is just as well that we should do business with the +male relatives. And now, Doctor, we can do nothing until the +answers to those letters come, so we may put our little problem +upon the shelf for the interim." + +I had had so many reasons to believe in my friend's subtle powers +of reasoning and extraordinary energy in action that I felt that +he must have some solid grounds for the assured and easy +demeanour with which he treated the singular mystery which he had +been called upon to fathom. Once only had I known him to fail, in +the case of the King of Bohemia and of the Irene Adler +photograph; but when I looked back to the weird business of the +Sign of Four, and the extraordinary circumstances connected with +the Study in Scarlet, I felt that it would be a strange tangle +indeed which he could not unravel. + +I left him then, still puffing at his black clay pipe, with the +conviction that when I came again on the next evening I would +find that he held in his hands all the clues which would lead up +to the identity of the disappearing bridegroom of Miss Mary +Sutherland. + +A professional case of great gravity was engaging my own +attention at the time, and the whole of next day I was busy at +the bedside of the sufferer. It was not until close upon six +o'clock that I found myself free and was able to spring into a +hansom and drive to Baker Street, half afraid that I might be too +late to assist at the dnouement of the little mystery. I found +Sherlock Holmes alone, however, half asleep, with his long, thin +form curled up in the recesses of his armchair. A formidable +array of bottles and test-tubes, with the pungent cleanly smell +of hydrochloric acid, told me that he had spent his day in the +chemical work which was so dear to him. + +"Well, have you solved it?" I asked as I entered. + +"Yes. It was the bisulphate of baryta." + +"No, no, the mystery!" I cried. + +"Oh, that! I thought of the salt that I have been working upon. +There was never any mystery in the matter, though, as I said +yesterday, some of the details are of interest. The only drawback +is that there is no law, I fear, that can touch the scoundrel." + +"Who was he, then, and what was his object in deserting Miss +Sutherland?" + +The question was hardly out of my mouth, and Holmes had not yet +opened his lips to reply, when we heard a heavy footfall in the +passage and a tap at the door. + +"This is the girl's stepfather, Mr. James Windibank," said +Holmes. "He has written to me to say that he would be here at +six. Come in!" + +The man who entered was a sturdy, middle-sized fellow, some +thirty years of age, clean-shaven, and sallow-skinned, with a +bland, insinuating manner, and a pair of wonderfully sharp and +penetrating grey eyes. He shot a questioning glance at each of +us, placed his shiny top-hat upon the sideboard, and with a +slight bow sidled down into the nearest chair. + +"Good-evening, Mr. James Windibank," said Holmes. "I think that +this typewritten letter is from you, in which you made an +appointment with me for six o'clock?" + +"Yes, sir. I am afraid that I am a little late, but I am not +quite my own master, you know. I am sorry that Miss Sutherland +has troubled you about this little matter, for I think it is far +better not to wash linen of the sort in public. It was quite +against my wishes that she came, but she is a very excitable, +impulsive girl, as you may have noticed, and she is not easily +controlled when she has made up her mind on a point. Of course, I +did not mind you so much, as you are not connected with the +official police, but it is not pleasant to have a family +misfortune like this noised abroad. Besides, it is a useless +expense, for how could you possibly find this Hosmer Angel?" + +"On the contrary," said Holmes quietly; "I have every reason to +believe that I will succeed in discovering Mr. Hosmer Angel." + +Mr. Windibank gave a violent start and dropped his gloves. "I am +delighted to hear it," he said. + +"It is a curious thing," remarked Holmes, "that a typewriter has +really quite as much individuality as a man's handwriting. Unless +they are quite new, no two of them write exactly alike. Some +letters get more worn than others, and some wear only on one +side. Now, you remark in this note of yours, Mr. Windibank, that +in every case there is some little slurring over of the 'e,' and +a slight defect in the tail of the 'r.' There are fourteen other +characteristics, but those are the more obvious." + +"We do all our correspondence with this machine at the office, +and no doubt it is a little worn," our visitor answered, glancing +keenly at Holmes with his bright little eyes. + +"And now I will show you what is really a very interesting study, +Mr. Windibank," Holmes continued. "I think of writing another +little monograph some of these days on the typewriter and its +relation to crime. It is a subject to which I have devoted some +little attention. I have here four letters which purport to come +from the missing man. They are all typewritten. In each case, not +only are the 'e's' slurred and the 'r's' tailless, but you will +observe, if you care to use my magnifying lens, that the fourteen +other characteristics to which I have alluded are there as well." + +Mr. Windibank sprang out of his chair and picked up his hat. "I +cannot waste time over this sort of fantastic talk, Mr. Holmes," +he said. "If you can catch the man, catch him, and let me know +when you have done it." + +"Certainly," said Holmes, stepping over and turning the key in +the door. "I let you know, then, that I have caught him!" + +"What! where?" shouted Mr. Windibank, turning white to his lips +and glancing about him like a rat in a trap. + +"Oh, it won't do--really it won't," said Holmes suavely. "There +is no possible getting out of it, Mr. Windibank. It is quite too +transparent, and it was a very bad compliment when you said that +it was impossible for me to solve so simple a question. That's +right! Sit down and let us talk it over." + +Our visitor collapsed into a chair, with a ghastly face and a +glitter of moisture on his brow. "It--it's not actionable," he +stammered. + +"I am very much afraid that it is not. But between ourselves, +Windibank, it was as cruel and selfish and heartless a trick in a +petty way as ever came before me. Now, let me just run over the +course of events, and you will contradict me if I go wrong." + +The man sat huddled up in his chair, with his head sunk upon his +breast, like one who is utterly crushed. Holmes stuck his feet up +on the corner of the mantelpiece and, leaning back with his hands +in his pockets, began talking, rather to himself, as it seemed, +than to us. + +"The man married a woman very much older than himself for her +money," said he, "and he enjoyed the use of the money of the +daughter as long as she lived with them. It was a considerable +sum, for people in their position, and the loss of it would have +made a serious difference. It was worth an effort to preserve it. +The daughter was of a good, amiable disposition, but affectionate +and warm-hearted in her ways, so that it was evident that with +her fair personal advantages, and her little income, she would +not be allowed to remain single long. Now her marriage would +mean, of course, the loss of a hundred a year, so what does her +stepfather do to prevent it? He takes the obvious course of +keeping her at home and forbidding her to seek the company of +people of her own age. But soon he found that that would not +answer forever. She became restive, insisted upon her rights, and +finally announced her positive intention of going to a certain +ball. What does her clever stepfather do then? He conceives an +idea more creditable to his head than to his heart. With the +connivance and assistance of his wife he disguised himself, +covered those keen eyes with tinted glasses, masked the face with +a moustache and a pair of bushy whiskers, sunk that clear voice +into an insinuating whisper, and doubly secure on account of the +girl's short sight, he appears as Mr. Hosmer Angel, and keeps off +other lovers by making love himself." + +"It was only a joke at first," groaned our visitor. "We never +thought that she would have been so carried away." + +"Very likely not. However that may be, the young lady was very +decidedly carried away, and, having quite made up her mind that +her stepfather was in France, the suspicion of treachery never +for an instant entered her mind. She was flattered by the +gentleman's attentions, and the effect was increased by the +loudly expressed admiration of her mother. Then Mr. Angel began +to call, for it was obvious that the matter should be pushed as +far as it would go if a real effect were to be produced. There +were meetings, and an engagement, which would finally secure the +girl's affections from turning towards anyone else. But the +deception could not be kept up forever. These pretended journeys +to France were rather cumbrous. The thing to do was clearly to +bring the business to an end in such a dramatic manner that it +would leave a permanent impression upon the young lady's mind and +prevent her from looking upon any other suitor for some time to +come. Hence those vows of fidelity exacted upon a Testament, and +hence also the allusions to a possibility of something happening +on the very morning of the wedding. James Windibank wished Miss +Sutherland to be so bound to Hosmer Angel, and so uncertain as to +his fate, that for ten years to come, at any rate, she would not +listen to another man. As far as the church door he brought her, +and then, as he could go no farther, he conveniently vanished +away by the old trick of stepping in at one door of a +four-wheeler and out at the other. I think that was the chain of +events, Mr. Windibank!" + +Our visitor had recovered something of his assurance while Holmes +had been talking, and he rose from his chair now with a cold +sneer upon his pale face. + +"It may be so, or it may not, Mr. Holmes," said he, "but if you +are so very sharp you ought to be sharp enough to know that it is +you who are breaking the law now, and not me. I have done nothing +actionable from the first, but as long as you keep that door +locked you lay yourself open to an action for assault and illegal +constraint." + +"The law cannot, as you say, touch you," said Holmes, unlocking +and throwing open the door, "yet there never was a man who +deserved punishment more. If the young lady has a brother or a +friend, he ought to lay a whip across your shoulders. By Jove!" +he continued, flushing up at the sight of the bitter sneer upon +the man's face, "it is not part of my duties to my client, but +here's a hunting crop handy, and I think I shall just treat +myself to--" He took two swift steps to the whip, but before he +could grasp it there was a wild clatter of steps upon the stairs, +the heavy hall door banged, and from the window we could see Mr. +James Windibank running at the top of his speed down the road. + +"There's a cold-blooded scoundrel!" said Holmes, laughing, as he +threw himself down into his chair once more. "That fellow will +rise from crime to crime until he does something very bad, and +ends on a gallows. The case has, in some respects, been not +entirely devoid of interest." + +"I cannot now entirely see all the steps of your reasoning," I +remarked. + +"Well, of course it was obvious from the first that this Mr. +Hosmer Angel must have some strong object for his curious +conduct, and it was equally clear that the only man who really +profited by the incident, as far as we could see, was the +stepfather. Then the fact that the two men were never together, +but that the one always appeared when the other was away, was +suggestive. So were the tinted spectacles and the curious voice, +which both hinted at a disguise, as did the bushy whiskers. My +suspicions were all confirmed by his peculiar action in +typewriting his signature, which, of course, inferred that his +handwriting was so familiar to her that she would recognise even +the smallest sample of it. You see all these isolated facts, +together with many minor ones, all pointed in the same +direction." + +"And how did you verify them?" + +"Having once spotted my man, it was easy to get corroboration. I +knew the firm for which this man worked. Having taken the printed +description. I eliminated everything from it which could be the +result of a disguise--the whiskers, the glasses, the voice, and I +sent it to the firm, with a request that they would inform me +whether it answered to the description of any of their +travellers. I had already noticed the peculiarities of the +typewriter, and I wrote to the man himself at his business +address asking him if he would come here. As I expected, his +reply was typewritten and revealed the same trivial but +characteristic defects. The same post brought me a letter from +Westhouse & Marbank, of Fenchurch Street, to say that the +description tallied in every respect with that of their employ, +James Windibank. Voil tout!" + +"And Miss Sutherland?" + +"If I tell her she will not believe me. You may remember the old +Persian saying, 'There is danger for him who taketh the tiger +cub, and danger also for whoso snatches a delusion from a woman.' +There is as much sense in Hafiz as in Horace, and as much +knowledge of the world." + + + +ADVENTURE IV. THE BOSCOMBE VALLEY MYSTERY + +We were seated at breakfast one morning, my wife and I, when the +maid brought in a telegram. It was from Sherlock Holmes and ran +in this way: + +"Have you a couple of days to spare? Have just been wired for from +the west of England in connection with Boscombe Valley tragedy. +Shall be glad if you will come with me. Air and scenery perfect. +Leave Paddington by the 11:15." + +"What do you say, dear?" said my wife, looking across at me. +"Will you go?" + +"I really don't know what to say. I have a fairly long list at +present." + +"Oh, Anstruther would do your work for you. You have been looking +a little pale lately. I think that the change would do you good, +and you are always so interested in Mr. Sherlock Holmes' cases." + +"I should be ungrateful if I were not, seeing what I gained +through one of them," I answered. "But if I am to go, I must pack +at once, for I have only half an hour." + +My experience of camp life in Afghanistan had at least had the +effect of making me a prompt and ready traveller. My wants were +few and simple, so that in less than the time stated I was in a +cab with my valise, rattling away to Paddington Station. Sherlock +Holmes was pacing up and down the platform, his tall, gaunt +figure made even gaunter and taller by his long grey +travelling-cloak and close-fitting cloth cap. + +"It is really very good of you to come, Watson," said he. "It +makes a considerable difference to me, having someone with me on +whom I can thoroughly rely. Local aid is always either worthless +or else biassed. If you will keep the two corner seats I shall +get the tickets." + +We had the carriage to ourselves save for an immense litter of +papers which Holmes had brought with him. Among these he rummaged +and read, with intervals of note-taking and of meditation, until +we were past Reading. Then he suddenly rolled them all into a +gigantic ball and tossed them up onto the rack. + +"Have you heard anything of the case?" he asked. + +"Not a word. I have not seen a paper for some days." + +"The London press has not had very full accounts. I have just +been looking through all the recent papers in order to master the +particulars. It seems, from what I gather, to be one of those +simple cases which are so extremely difficult." + +"That sounds a little paradoxical." + +"But it is profoundly true. Singularity is almost invariably a +clue. The more featureless and commonplace a crime is, the more +difficult it is to bring it home. In this case, however, they +have established a very serious case against the son of the +murdered man." + +"It is a murder, then?" + +"Well, it is conjectured to be so. I shall take nothing for +granted until I have the opportunity of looking personally into +it. I will explain the state of things to you, as far as I have +been able to understand it, in a very few words. + +"Boscombe Valley is a country district not very far from Ross, in +Herefordshire. The largest landed proprietor in that part is a +Mr. John Turner, who made his money in Australia and returned +some years ago to the old country. One of the farms which he +held, that of Hatherley, was let to Mr. Charles McCarthy, who was +also an ex-Australian. The men had known each other in the +colonies, so that it was not unnatural that when they came to +settle down they should do so as near each other as possible. +Turner was apparently the richer man, so McCarthy became his +tenant but still remained, it seems, upon terms of perfect +equality, as they were frequently together. McCarthy had one son, +a lad of eighteen, and Turner had an only daughter of the same +age, but neither of them had wives living. They appear to have +avoided the society of the neighbouring English families and to +have led retired lives, though both the McCarthys were fond of +sport and were frequently seen at the race-meetings of the +neighbourhood. McCarthy kept two servants--a man and a girl. +Turner had a considerable household, some half-dozen at the +least. That is as much as I have been able to gather about the +families. Now for the facts. + +"On June 3rd, that is, on Monday last, McCarthy left his house at +Hatherley about three in the afternoon and walked down to the +Boscombe Pool, which is a small lake formed by the spreading out +of the stream which runs down the Boscombe Valley. He had been +out with his serving-man in the morning at Ross, and he had told +the man that he must hurry, as he had an appointment of +importance to keep at three. From that appointment he never came +back alive. + +"From Hatherley Farm-house to the Boscombe Pool is a quarter of a +mile, and two people saw him as he passed over this ground. One +was an old woman, whose name is not mentioned, and the other was +William Crowder, a game-keeper in the employ of Mr. Turner. Both +these witnesses depose that Mr. McCarthy was walking alone. The +game-keeper adds that within a few minutes of his seeing Mr. +McCarthy pass he had seen his son, Mr. James McCarthy, going the +same way with a gun under his arm. To the best of his belief, the +father was actually in sight at the time, and the son was +following him. He thought no more of the matter until he heard in +the evening of the tragedy that had occurred. + +"The two McCarthys were seen after the time when William Crowder, +the game-keeper, lost sight of them. The Boscombe Pool is thickly +wooded round, with just a fringe of grass and of reeds round the +edge. A girl of fourteen, Patience Moran, who is the daughter of +the lodge-keeper of the Boscombe Valley estate, was in one of the +woods picking flowers. She states that while she was there she +saw, at the border of the wood and close by the lake, Mr. +McCarthy and his son, and that they appeared to be having a +violent quarrel. She heard Mr. McCarthy the elder using very +strong language to his son, and she saw the latter raise up his +hand as if to strike his father. She was so frightened by their +violence that she ran away and told her mother when she reached +home that she had left the two McCarthys quarrelling near +Boscombe Pool, and that she was afraid that they were going to +fight. She had hardly said the words when young Mr. McCarthy came +running up to the lodge to say that he had found his father dead +in the wood, and to ask for the help of the lodge-keeper. He was +much excited, without either his gun or his hat, and his right +hand and sleeve were observed to be stained with fresh blood. On +following him they found the dead body stretched out upon the +grass beside the pool. The head had been beaten in by repeated +blows of some heavy and blunt weapon. The injuries were such as +might very well have been inflicted by the butt-end of his son's +gun, which was found lying on the grass within a few paces of the +body. Under these circumstances the young man was instantly +arrested, and a verdict of 'wilful murder' having been returned +at the inquest on Tuesday, he was on Wednesday brought before the +magistrates at Ross, who have referred the case to the next +Assizes. Those are the main facts of the case as they came out +before the coroner and the police-court." + +"I could hardly imagine a more damning case," I remarked. "If +ever circumstantial evidence pointed to a criminal it does so +here." + +"Circumstantial evidence is a very tricky thing," answered Holmes +thoughtfully. "It may seem to point very straight to one thing, +but if you shift your own point of view a little, you may find it +pointing in an equally uncompromising manner to something +entirely different. It must be confessed, however, that the case +looks exceedingly grave against the young man, and it is very +possible that he is indeed the culprit. There are several people +in the neighbourhood, however, and among them Miss Turner, the +daughter of the neighbouring landowner, who believe in his +innocence, and who have retained Lestrade, whom you may recollect +in connection with the Study in Scarlet, to work out the case in +his interest. Lestrade, being rather puzzled, has referred the +case to me, and hence it is that two middle-aged gentlemen are +flying westward at fifty miles an hour instead of quietly +digesting their breakfasts at home." + +"I am afraid," said I, "that the facts are so obvious that you +will find little credit to be gained out of this case." + +"There is nothing more deceptive than an obvious fact," he +answered, laughing. "Besides, we may chance to hit upon some +other obvious facts which may have been by no means obvious to +Mr. Lestrade. You know me too well to think that I am boasting +when I say that I shall either confirm or destroy his theory by +means which he is quite incapable of employing, or even of +understanding. To take the first example to hand, I very clearly +perceive that in your bedroom the window is upon the right-hand +side, and yet I question whether Mr. Lestrade would have noted +even so self-evident a thing as that." + +"How on earth--" + +"My dear fellow, I know you well. I know the military neatness +which characterises you. You shave every morning, and in this +season you shave by the sunlight; but since your shaving is less +and less complete as we get farther back on the left side, until +it becomes positively slovenly as we get round the angle of the +jaw, it is surely very clear that that side is less illuminated +than the other. I could not imagine a man of your habits looking +at himself in an equal light and being satisfied with such a +result. I only quote this as a trivial example of observation and +inference. Therein lies my mtier, and it is just possible that +it may be of some service in the investigation which lies before +us. There are one or two minor points which were brought out in +the inquest, and which are worth considering." + +"What are they?" + +"It appears that his arrest did not take place at once, but after +the return to Hatherley Farm. On the inspector of constabulary +informing him that he was a prisoner, he remarked that he was not +surprised to hear it, and that it was no more than his deserts. +This observation of his had the natural effect of removing any +traces of doubt which might have remained in the minds of the +coroner's jury." + +"It was a confession," I ejaculated. + +"No, for it was followed by a protestation of innocence." + +"Coming on the top of such a damning series of events, it was at +least a most suspicious remark." + +"On the contrary," said Holmes, "it is the brightest rift which I +can at present see in the clouds. However innocent he might be, +he could not be such an absolute imbecile as not to see that the +circumstances were very black against him. Had he appeared +surprised at his own arrest, or feigned indignation at it, I +should have looked upon it as highly suspicious, because such +surprise or anger would not be natural under the circumstances, +and yet might appear to be the best policy to a scheming man. His +frank acceptance of the situation marks him as either an innocent +man, or else as a man of considerable self-restraint and +firmness. As to his remark about his deserts, it was also not +unnatural if you consider that he stood beside the dead body of +his father, and that there is no doubt that he had that very day +so far forgotten his filial duty as to bandy words with him, and +even, according to the little girl whose evidence is so +important, to raise his hand as if to strike him. The +self-reproach and contrition which are displayed in his remark +appear to me to be the signs of a healthy mind rather than of a +guilty one." + +I shook my head. "Many men have been hanged on far slighter +evidence," I remarked. + +"So they have. And many men have been wrongfully hanged." + +"What is the young man's own account of the matter?" + +"It is, I am afraid, not very encouraging to his supporters, +though there are one or two points in it which are suggestive. +You will find it here, and may read it for yourself." + +He picked out from his bundle a copy of the local Herefordshire +paper, and having turned down the sheet he pointed out the +paragraph in which the unfortunate young man had given his own +statement of what had occurred. I settled myself down in the +corner of the carriage and read it very carefully. It ran in this +way: + +"Mr. James McCarthy, the only son of the deceased, was then called +and gave evidence as follows: 'I had been away from home for +three days at Bristol, and had only just returned upon the +morning of last Monday, the 3rd. My father was absent from home at +the time of my arrival, and I was informed by the maid that he +had driven over to Ross with John Cobb, the groom. Shortly after +my return I heard the wheels of his trap in the yard, and, +looking out of my window, I saw him get out and walk rapidly out +of the yard, though I was not aware in which direction he was +going. I then took my gun and strolled out in the direction of +the Boscombe Pool, with the intention of visiting the rabbit +warren which is upon the other side. On my way I saw William +Crowder, the game-keeper, as he had stated in his evidence; but +he is mistaken in thinking that I was following my father. I had +no idea that he was in front of me. When about a hundred yards +from the pool I heard a cry of "Cooee!" which was a usual signal +between my father and myself. I then hurried forward, and found +him standing by the pool. He appeared to be much surprised at +seeing me and asked me rather roughly what I was doing there. A +conversation ensued which led to high words and almost to blows, +for my father was a man of a very violent temper. Seeing that his +passion was becoming ungovernable, I left him and returned +towards Hatherley Farm. I had not gone more than 150 yards, +however, when I heard a hideous outcry behind me, which caused me +to run back again. I found my father expiring upon the ground, +with his head terribly injured. I dropped my gun and held him in +my arms, but he almost instantly expired. I knelt beside him for +some minutes, and then made my way to Mr. Turner's lodge-keeper, +his house being the nearest, to ask for assistance. I saw no one +near my father when I returned, and I have no idea how he came by +his injuries. He was not a popular man, being somewhat cold and +forbidding in his manners, but he had, as far as I know, no +active enemies. I know nothing further of the matter.' + +"The Coroner: Did your father make any statement to you before +he died? + +"Witness: He mumbled a few words, but I could only catch some +allusion to a rat. + +"The Coroner: What did you understand by that? + +"Witness: It conveyed no meaning to me. I thought that he was +delirious. + +"The Coroner: What was the point upon which you and your father +had this final quarrel? + +"Witness: I should prefer not to answer. + +"The Coroner: I am afraid that I must press it. + +"Witness: It is really impossible for me to tell you. I can +assure you that it has nothing to do with the sad tragedy which +followed. + +"The Coroner: That is for the court to decide. I need not point +out to you that your refusal to answer will prejudice your case +considerably in any future proceedings which may arise. + +"Witness: I must still refuse. + +"The Coroner: I understand that the cry of 'Cooee' was a common +signal between you and your father? + +"Witness: It was. + +"The Coroner: How was it, then, that he uttered it before he saw +you, and before he even knew that you had returned from Bristol? + +"Witness (with considerable confusion): I do not know. + +"A Juryman: Did you see nothing which aroused your suspicions +when you returned on hearing the cry and found your father +fatally injured? + +"Witness: Nothing definite. + +"The Coroner: What do you mean? + +"Witness: I was so disturbed and excited as I rushed out into +the open, that I could think of nothing except of my father. Yet +I have a vague impression that as I ran forward something lay +upon the ground to the left of me. It seemed to me to be +something grey in colour, a coat of some sort, or a plaid perhaps. +When I rose from my father I looked round for it, but it was +gone. + +"'Do you mean that it disappeared before you went for help?' + +"'Yes, it was gone.' + +"'You cannot say what it was?' + +"'No, I had a feeling something was there.' + +"'How far from the body?' + +"'A dozen yards or so.' + +"'And how far from the edge of the wood?' + +"'About the same.' + +"'Then if it was removed it was while you were within a dozen +yards of it?' + +"'Yes, but with my back towards it.' + +"This concluded the examination of the witness." + +"I see," said I as I glanced down the column, "that the coroner +in his concluding remarks was rather severe upon young McCarthy. +He calls attention, and with reason, to the discrepancy about his +father having signalled to him before seeing him, also to his +refusal to give details of his conversation with his father, and +his singular account of his father's dying words. They are all, +as he remarks, very much against the son." + +Holmes laughed softly to himself and stretched himself out upon +the cushioned seat. "Both you and the coroner have been at some +pains," said he, "to single out the very strongest points in the +young man's favour. Don't you see that you alternately give him +credit for having too much imagination and too little? Too +little, if he could not invent a cause of quarrel which would +give him the sympathy of the jury; too much, if he evolved from +his own inner consciousness anything so outr as a dying +reference to a rat, and the incident of the vanishing cloth. No, +sir, I shall approach this case from the point of view that what +this young man says is true, and we shall see whither that +hypothesis will lead us. And now here is my pocket Petrarch, and +not another word shall I say of this case until we are on the +scene of action. We lunch at Swindon, and I see that we shall be +there in twenty minutes." + +It was nearly four o'clock when we at last, after passing through +the beautiful Stroud Valley, and over the broad gleaming Severn, +found ourselves at the pretty little country-town of Ross. A +lean, ferret-like man, furtive and sly-looking, was waiting for +us upon the platform. In spite of the light brown dustcoat and +leather-leggings which he wore in deference to his rustic +surroundings, I had no difficulty in recognising Lestrade, of +Scotland Yard. With him we drove to the Hereford Arms where a +room had already been engaged for us. + +"I have ordered a carriage," said Lestrade as we sat over a cup +of tea. "I knew your energetic nature, and that you would not be +happy until you had been on the scene of the crime." + +"It was very nice and complimentary of you," Holmes answered. "It +is entirely a question of barometric pressure." + +Lestrade looked startled. "I do not quite follow," he said. + +"How is the glass? Twenty-nine, I see. No wind, and not a cloud +in the sky. I have a caseful of cigarettes here which need +smoking, and the sofa is very much superior to the usual country +hotel abomination. I do not think that it is probable that I +shall use the carriage to-night." + +Lestrade laughed indulgently. "You have, no doubt, already formed +your conclusions from the newspapers," he said. "The case is as +plain as a pikestaff, and the more one goes into it the plainer +it becomes. Still, of course, one can't refuse a lady, and such a +very positive one, too. She has heard of you, and would have your +opinion, though I repeatedly told her that there was nothing +which you could do which I had not already done. Why, bless my +soul! here is her carriage at the door." + +He had hardly spoken before there rushed into the room one of the +most lovely young women that I have ever seen in my life. Her +violet eyes shining, her lips parted, a pink flush upon her +cheeks, all thought of her natural reserve lost in her +overpowering excitement and concern. + +"Oh, Mr. Sherlock Holmes!" she cried, glancing from one to the +other of us, and finally, with a woman's quick intuition, +fastening upon my companion, "I am so glad that you have come. I +have driven down to tell you so. I know that James didn't do it. +I know it, and I want you to start upon your work knowing it, +too. Never let yourself doubt upon that point. We have known each +other since we were little children, and I know his faults as no +one else does; but he is too tender-hearted to hurt a fly. Such a +charge is absurd to anyone who really knows him." + +"I hope we may clear him, Miss Turner," said Sherlock Holmes. +"You may rely upon my doing all that I can." + +"But you have read the evidence. You have formed some conclusion? +Do you not see some loophole, some flaw? Do you not yourself +think that he is innocent?" + +"I think that it is very probable." + +"There, now!" she cried, throwing back her head and looking +defiantly at Lestrade. "You hear! He gives me hopes." + +Lestrade shrugged his shoulders. "I am afraid that my colleague +has been a little quick in forming his conclusions," he said. + +"But he is right. Oh! I know that he is right. James never did +it. And about his quarrel with his father, I am sure that the +reason why he would not speak about it to the coroner was because +I was concerned in it." + +"In what way?" asked Holmes. + +"It is no time for me to hide anything. James and his father had +many disagreements about me. Mr. McCarthy was very anxious that +there should be a marriage between us. James and I have always +loved each other as brother and sister; but of course he is young +and has seen very little of life yet, and--and--well, he +naturally did not wish to do anything like that yet. So there +were quarrels, and this, I am sure, was one of them." + +"And your father?" asked Holmes. "Was he in favour of such a +union?" + +"No, he was averse to it also. No one but Mr. McCarthy was in +favour of it." A quick blush passed over her fresh young face as +Holmes shot one of his keen, questioning glances at her. + +"Thank you for this information," said he. "May I see your father +if I call to-morrow?" + +"I am afraid the doctor won't allow it." + +"The doctor?" + +"Yes, have you not heard? Poor father has never been strong for +years back, but this has broken him down completely. He has taken +to his bed, and Dr. Willows says that he is a wreck and that his +nervous system is shattered. Mr. McCarthy was the only man alive +who had known dad in the old days in Victoria." + +"Ha! In Victoria! That is important." + +"Yes, at the mines." + +"Quite so; at the gold-mines, where, as I understand, Mr. Turner +made his money." + +"Yes, certainly." + +"Thank you, Miss Turner. You have been of material assistance to +me." + +"You will tell me if you have any news to-morrow. No doubt you +will go to the prison to see James. Oh, if you do, Mr. Holmes, do +tell him that I know him to be innocent." + +"I will, Miss Turner." + +"I must go home now, for dad is very ill, and he misses me so if +I leave him. Good-bye, and God help you in your undertaking." She +hurried from the room as impulsively as she had entered, and we +heard the wheels of her carriage rattle off down the street. + +"I am ashamed of you, Holmes," said Lestrade with dignity after a +few minutes' silence. "Why should you raise up hopes which you +are bound to disappoint? I am not over-tender of heart, but I +call it cruel." + +"I think that I see my way to clearing James McCarthy," said +Holmes. "Have you an order to see him in prison?" + +"Yes, but only for you and me." + +"Then I shall reconsider my resolution about going out. We have +still time to take a train to Hereford and see him to-night?" + +"Ample." + +"Then let us do so. Watson, I fear that you will find it very +slow, but I shall only be away a couple of hours." + +I walked down to the station with them, and then wandered through +the streets of the little town, finally returning to the hotel, +where I lay upon the sofa and tried to interest myself in a +yellow-backed novel. The puny plot of the story was so thin, +however, when compared to the deep mystery through which we were +groping, and I found my attention wander so continually from the +action to the fact, that I at last flung it across the room and +gave myself up entirely to a consideration of the events of the +day. Supposing that this unhappy young man's story were +absolutely true, then what hellish thing, what absolutely +unforeseen and extraordinary calamity could have occurred between +the time when he parted from his father, and the moment when, +drawn back by his screams, he rushed into the glade? It was +something terrible and deadly. What could it be? Might not the +nature of the injuries reveal something to my medical instincts? +I rang the bell and called for the weekly county paper, which +contained a verbatim account of the inquest. In the surgeon's +deposition it was stated that the posterior third of the left +parietal bone and the left half of the occipital bone had been +shattered by a heavy blow from a blunt weapon. I marked the spot +upon my own head. Clearly such a blow must have been struck from +behind. That was to some extent in favour of the accused, as when +seen quarrelling he was face to face with his father. Still, it +did not go for very much, for the older man might have turned his +back before the blow fell. Still, it might be worth while to call +Holmes' attention to it. Then there was the peculiar dying +reference to a rat. What could that mean? It could not be +delirium. A man dying from a sudden blow does not commonly become +delirious. No, it was more likely to be an attempt to explain how +he met his fate. But what could it indicate? I cudgelled my +brains to find some possible explanation. And then the incident +of the grey cloth seen by young McCarthy. If that were true the +murderer must have dropped some part of his dress, presumably his +overcoat, in his flight, and must have had the hardihood to +return and to carry it away at the instant when the son was +kneeling with his back turned not a dozen paces off. What a +tissue of mysteries and improbabilities the whole thing was! I +did not wonder at Lestrade's opinion, and yet I had so much faith +in Sherlock Holmes' insight that I could not lose hope as long +as every fresh fact seemed to strengthen his conviction of young +McCarthy's innocence. + +It was late before Sherlock Holmes returned. He came back alone, +for Lestrade was staying in lodgings in the town. + +"The glass still keeps very high," he remarked as he sat down. +"It is of importance that it should not rain before we are able +to go over the ground. On the other hand, a man should be at his +very best and keenest for such nice work as that, and I did not +wish to do it when fagged by a long journey. I have seen young +McCarthy." + +"And what did you learn from him?" + +"Nothing." + +"Could he throw no light?" + +"None at all. I was inclined to think at one time that he knew +who had done it and was screening him or her, but I am convinced +now that he is as puzzled as everyone else. He is not a very +quick-witted youth, though comely to look at and, I should think, +sound at heart." + +"I cannot admire his taste," I remarked, "if it is indeed a fact +that he was averse to a marriage with so charming a young lady as +this Miss Turner." + +"Ah, thereby hangs a rather painful tale. This fellow is madly, +insanely, in love with her, but some two years ago, when he was +only a lad, and before he really knew her, for she had been away +five years at a boarding-school, what does the idiot do but get +into the clutches of a barmaid in Bristol and marry her at a +registry office? No one knows a word of the matter, but you can +imagine how maddening it must be to him to be upbraided for not +doing what he would give his very eyes to do, but what he knows +to be absolutely impossible. It was sheer frenzy of this sort +which made him throw his hands up into the air when his father, +at their last interview, was goading him on to propose to Miss +Turner. On the other hand, he had no means of supporting himself, +and his father, who was by all accounts a very hard man, would +have thrown him over utterly had he known the truth. It was with +his barmaid wife that he had spent the last three days in +Bristol, and his father did not know where he was. Mark that +point. It is of importance. Good has come out of evil, however, +for the barmaid, finding from the papers that he is in serious +trouble and likely to be hanged, has thrown him over utterly and +has written to him to say that she has a husband already in the +Bermuda Dockyard, so that there is really no tie between them. I +think that that bit of news has consoled young McCarthy for all +that he has suffered." + +"But if he is innocent, who has done it?" + +"Ah! who? I would call your attention very particularly to two +points. One is that the murdered man had an appointment with +someone at the pool, and that the someone could not have been his +son, for his son was away, and he did not know when he would +return. The second is that the murdered man was heard to cry +'Cooee!' before he knew that his son had returned. Those are the +crucial points upon which the case depends. And now let us talk +about George Meredith, if you please, and we shall leave all +minor matters until to-morrow." + +There was no rain, as Holmes had foretold, and the morning broke +bright and cloudless. At nine o'clock Lestrade called for us with +the carriage, and we set off for Hatherley Farm and the Boscombe +Pool. + +"There is serious news this morning," Lestrade observed. "It is +said that Mr. Turner, of the Hall, is so ill that his life is +despaired of." + +"An elderly man, I presume?" said Holmes. + +"About sixty; but his constitution has been shattered by his life +abroad, and he has been in failing health for some time. This +business has had a very bad effect upon him. He was an old friend +of McCarthy's, and, I may add, a great benefactor to him, for I +have learned that he gave him Hatherley Farm rent free." + +"Indeed! That is interesting," said Holmes. + +"Oh, yes! In a hundred other ways he has helped him. Everybody +about here speaks of his kindness to him." + +"Really! Does it not strike you as a little singular that this +McCarthy, who appears to have had little of his own, and to have +been under such obligations to Turner, should still talk of +marrying his son to Turner's daughter, who is, presumably, +heiress to the estate, and that in such a very cocksure manner, +as if it were merely a case of a proposal and all else would +follow? It is the more strange, since we know that Turner himself +was averse to the idea. The daughter told us as much. Do you not +deduce something from that?" + +"We have got to the deductions and the inferences," said +Lestrade, winking at me. "I find it hard enough to tackle facts, +Holmes, without flying away after theories and fancies." + +"You are right," said Holmes demurely; "you do find it very hard +to tackle the facts." + +"Anyhow, I have grasped one fact which you seem to find it +difficult to get hold of," replied Lestrade with some warmth. + +"And that is--" + +"That McCarthy senior met his death from McCarthy junior and that +all theories to the contrary are the merest moonshine." + +"Well, moonshine is a brighter thing than fog," said Holmes, +laughing. "But I am very much mistaken if this is not Hatherley +Farm upon the left." + +"Yes, that is it." It was a widespread, comfortable-looking +building, two-storied, slate-roofed, with great yellow blotches +of lichen upon the grey walls. The drawn blinds and the smokeless +chimneys, however, gave it a stricken look, as though the weight +of this horror still lay heavy upon it. We called at the door, +when the maid, at Holmes' request, showed us the boots which her +master wore at the time of his death, and also a pair of the +son's, though not the pair which he had then had. Having measured +these very carefully from seven or eight different points, Holmes +desired to be led to the court-yard, from which we all followed +the winding track which led to Boscombe Pool. + +Sherlock Holmes was transformed when he was hot upon such a scent +as this. Men who had only known the quiet thinker and logician of +Baker Street would have failed to recognise him. His face flushed +and darkened. His brows were drawn into two hard black lines, +while his eyes shone out from beneath them with a steely glitter. +His face was bent downward, his shoulders bowed, his lips +compressed, and the veins stood out like whipcord in his long, +sinewy neck. His nostrils seemed to dilate with a purely animal +lust for the chase, and his mind was so absolutely concentrated +upon the matter before him that a question or remark fell +unheeded upon his ears, or, at the most, only provoked a quick, +impatient snarl in reply. Swiftly and silently he made his way +along the track which ran through the meadows, and so by way of +the woods to the Boscombe Pool. It was damp, marshy ground, as is +all that district, and there were marks of many feet, both upon +the path and amid the short grass which bounded it on either +side. Sometimes Holmes would hurry on, sometimes stop dead, and +once he made quite a little detour into the meadow. Lestrade and +I walked behind him, the detective indifferent and contemptuous, +while I watched my friend with the interest which sprang from the +conviction that every one of his actions was directed towards a +definite end. + +The Boscombe Pool, which is a little reed-girt sheet of water +some fifty yards across, is situated at the boundary between the +Hatherley Farm and the private park of the wealthy Mr. Turner. +Above the woods which lined it upon the farther side we could see +the red, jutting pinnacles which marked the site of the rich +landowner's dwelling. On the Hatherley side of the pool the woods +grew very thick, and there was a narrow belt of sodden grass +twenty paces across between the edge of the trees and the reeds +which lined the lake. Lestrade showed us the exact spot at which +the body had been found, and, indeed, so moist was the ground, +that I could plainly see the traces which had been left by the +fall of the stricken man. To Holmes, as I could see by his eager +face and peering eyes, very many other things were to be read +upon the trampled grass. He ran round, like a dog who is picking +up a scent, and then turned upon my companion. + +"What did you go into the pool for?" he asked. + +"I fished about with a rake. I thought there might be some weapon +or other trace. But how on earth--" + +"Oh, tut, tut! I have no time! That left foot of yours with its +inward twist is all over the place. A mole could trace it, and +there it vanishes among the reeds. Oh, how simple it would all +have been had I been here before they came like a herd of buffalo +and wallowed all over it. Here is where the party with the +lodge-keeper came, and they have covered all tracks for six or +eight feet round the body. But here are three separate tracks of +the same feet." He drew out a lens and lay down upon his +waterproof to have a better view, talking all the time rather to +himself than to us. "These are young McCarthy's feet. Twice he +was walking, and once he ran swiftly, so that the soles are +deeply marked and the heels hardly visible. That bears out his +story. He ran when he saw his father on the ground. Then here are +the father's feet as he paced up and down. What is this, then? It +is the butt-end of the gun as the son stood listening. And this? +Ha, ha! What have we here? Tiptoes! tiptoes! Square, too, quite +unusual boots! They come, they go, they come again--of course +that was for the cloak. Now where did they come from?" He ran up +and down, sometimes losing, sometimes finding the track until we +were well within the edge of the wood and under the shadow of a +great beech, the largest tree in the neighbourhood. Holmes traced +his way to the farther side of this and lay down once more upon +his face with a little cry of satisfaction. For a long time he +remained there, turning over the leaves and dried sticks, +gathering up what seemed to me to be dust into an envelope and +examining with his lens not only the ground but even the bark of +the tree as far as he could reach. A jagged stone was lying among +the moss, and this also he carefully examined and retained. Then +he followed a pathway through the wood until he came to the +highroad, where all traces were lost. + +"It has been a case of considerable interest," he remarked, +returning to his natural manner. "I fancy that this grey house on +the right must be the lodge. I think that I will go in and have a +word with Moran, and perhaps write a little note. Having done +that, we may drive back to our luncheon. You may walk to the cab, +and I shall be with you presently." + +It was about ten minutes before we regained our cab and drove +back into Ross, Holmes still carrying with him the stone which he +had picked up in the wood. + +"This may interest you, Lestrade," he remarked, holding it out. +"The murder was done with it." + +"I see no marks." + +"There are none." + +"How do you know, then?" + +"The grass was growing under it. It had only lain there a few +days. There was no sign of a place whence it had been taken. It +corresponds with the injuries. There is no sign of any other +weapon." + +"And the murderer?" + +"Is a tall man, left-handed, limps with the right leg, wears +thick-soled shooting-boots and a grey cloak, smokes Indian +cigars, uses a cigar-holder, and carries a blunt pen-knife in his +pocket. There are several other indications, but these may be +enough to aid us in our search." + +Lestrade laughed. "I am afraid that I am still a sceptic," he +said. "Theories are all very well, but we have to deal with a +hard-headed British jury." + +"Nous verrons," answered Holmes calmly. "You work your own +method, and I shall work mine. I shall be busy this afternoon, +and shall probably return to London by the evening train." + +"And leave your case unfinished?" + +"No, finished." + +"But the mystery?" + +"It is solved." + +"Who was the criminal, then?" + +"The gentleman I describe." + +"But who is he?" + +"Surely it would not be difficult to find out. This is not such a +populous neighbourhood." + +Lestrade shrugged his shoulders. "I am a practical man," he said, +"and I really cannot undertake to go about the country looking +for a left-handed gentleman with a game leg. I should become the +laughing-stock of Scotland Yard." + +"All right," said Holmes quietly. "I have given you the chance. +Here are your lodgings. Good-bye. I shall drop you a line before +I leave." + +Having left Lestrade at his rooms, we drove to our hotel, where +we found lunch upon the table. Holmes was silent and buried in +thought with a pained expression upon his face, as one who finds +himself in a perplexing position. + +"Look here, Watson," he said when the cloth was cleared "just sit +down in this chair and let me preach to you for a little. I don't +know quite what to do, and I should value your advice. Light a +cigar and let me expound." + + "Pray do so." + +"Well, now, in considering this case there are two points about +young McCarthy's narrative which struck us both instantly, +although they impressed me in his favour and you against him. One +was the fact that his father should, according to his account, +cry 'Cooee!' before seeing him. The other was his singular dying +reference to a rat. He mumbled several words, you understand, but +that was all that caught the son's ear. Now from this double +point our research must commence, and we will begin it by +presuming that what the lad says is absolutely true." + +"What of this 'Cooee!' then?" + +"Well, obviously it could not have been meant for the son. The +son, as far as he knew, was in Bristol. It was mere chance that +he was within earshot. The 'Cooee!' was meant to attract the +attention of whoever it was that he had the appointment with. But +'Cooee' is a distinctly Australian cry, and one which is used +between Australians. There is a strong presumption that the +person whom McCarthy expected to meet him at Boscombe Pool was +someone who had been in Australia." + +"What of the rat, then?" + +Sherlock Holmes took a folded paper from his pocket and flattened +it out on the table. "This is a map of the Colony of Victoria," +he said. "I wired to Bristol for it last night." He put his hand +over part of the map. "What do you read?" + +"ARAT," I read. + +"And now?" He raised his hand. + +"BALLARAT." + +"Quite so. That was the word the man uttered, and of which his +son only caught the last two syllables. He was trying to utter +the name of his murderer. So and so, of Ballarat." + +"It is wonderful!" I exclaimed. + +"It is obvious. And now, you see, I had narrowed the field down +considerably. The possession of a grey garment was a third point +which, granting the son's statement to be correct, was a +certainty. We have come now out of mere vagueness to the definite +conception of an Australian from Ballarat with a grey cloak." + +"Certainly." + +"And one who was at home in the district, for the pool can only +be approached by the farm or by the estate, where strangers could +hardly wander." + +"Quite so." + +"Then comes our expedition of to-day. By an examination of the +ground I gained the trifling details which I gave to that +imbecile Lestrade, as to the personality of the criminal." + +"But how did you gain them?" + +"You know my method. It is founded upon the observation of +trifles." + +"His height I know that you might roughly judge from the length +of his stride. His boots, too, might be told from their traces." + +"Yes, they were peculiar boots." + +"But his lameness?" + +"The impression of his right foot was always less distinct than +his left. He put less weight upon it. Why? Because he limped--he +was lame." + +"But his left-handedness." + +"You were yourself struck by the nature of the injury as recorded +by the surgeon at the inquest. The blow was struck from +immediately behind, and yet was upon the left side. Now, how can +that be unless it were by a left-handed man? He had stood behind +that tree during the interview between the father and son. He had +even smoked there. I found the ash of a cigar, which my special +knowledge of tobacco ashes enables me to pronounce as an Indian +cigar. I have, as you know, devoted some attention to this, and +written a little monograph on the ashes of 140 different +varieties of pipe, cigar, and cigarette tobacco. Having found the +ash, I then looked round and discovered the stump among the moss +where he had tossed it. It was an Indian cigar, of the variety +which are rolled in Rotterdam." + +"And the cigar-holder?" + +"I could see that the end had not been in his mouth. Therefore he +used a holder. The tip had been cut off, not bitten off, but the +cut was not a clean one, so I deduced a blunt pen-knife." + +"Holmes," I said, "you have drawn a net round this man from which +he cannot escape, and you have saved an innocent human life as +truly as if you had cut the cord which was hanging him. I see the +direction in which all this points. The culprit is--" + +"Mr. John Turner," cried the hotel waiter, opening the door of +our sitting-room, and ushering in a visitor. + +The man who entered was a strange and impressive figure. His +slow, limping step and bowed shoulders gave the appearance of +decrepitude, and yet his hard, deep-lined, craggy features, and +his enormous limbs showed that he was possessed of unusual +strength of body and of character. His tangled beard, grizzled +hair, and outstanding, drooping eyebrows combined to give an air +of dignity and power to his appearance, but his face was of an +ashen white, while his lips and the corners of his nostrils were +tinged with a shade of blue. It was clear to me at a glance that +he was in the grip of some deadly and chronic disease. + +"Pray sit down on the sofa," said Holmes gently. "You had my +note?" + +"Yes, the lodge-keeper brought it up. You said that you wished to +see me here to avoid scandal." + +"I thought people would talk if I went to the Hall." + +"And why did you wish to see me?" He looked across at my +companion with despair in his weary eyes, as though his question +was already answered. + +"Yes," said Holmes, answering the look rather than the words. "It +is so. I know all about McCarthy." + +The old man sank his face in his hands. "God help me!" he cried. +"But I would not have let the young man come to harm. I give you +my word that I would have spoken out if it went against him at +the Assizes." + +"I am glad to hear you say so," said Holmes gravely. + +"I would have spoken now had it not been for my dear girl. It +would break her heart--it will break her heart when she hears +that I am arrested." + +"It may not come to that," said Holmes. + +"What?" + +"I am no official agent. I understand that it was your daughter +who required my presence here, and I am acting in her interests. +Young McCarthy must be got off, however." + +"I am a dying man," said old Turner. "I have had diabetes for +years. My doctor says it is a question whether I shall live a +month. Yet I would rather die under my own roof than in a gaol." + +Holmes rose and sat down at the table with his pen in his hand +and a bundle of paper before him. "Just tell us the truth," he +said. "I shall jot down the facts. You will sign it, and Watson +here can witness it. Then I could produce your confession at the +last extremity to save young McCarthy. I promise you that I shall +not use it unless it is absolutely needed." + +"It's as well," said the old man; "it's a question whether I +shall live to the Assizes, so it matters little to me, but I +should wish to spare Alice the shock. And now I will make the +thing clear to you; it has been a long time in the acting, but +will not take me long to tell. + +"You didn't know this dead man, McCarthy. He was a devil +incarnate. I tell you that. God keep you out of the clutches of +such a man as he. His grip has been upon me these twenty years, +and he has blasted my life. I'll tell you first how I came to be +in his power. + +"It was in the early '60's at the diggings. I was a young chap +then, hot-blooded and reckless, ready to turn my hand at +anything; I got among bad companions, took to drink, had no luck +with my claim, took to the bush, and in a word became what you +would call over here a highway robber. There were six of us, and +we had a wild, free life of it, sticking up a station from time +to time, or stopping the wagons on the road to the diggings. +Black Jack of Ballarat was the name I went under, and our party +is still remembered in the colony as the Ballarat Gang. + +"One day a gold convoy came down from Ballarat to Melbourne, and +we lay in wait for it and attacked it. There were six troopers +and six of us, so it was a close thing, but we emptied four of +their saddles at the first volley. Three of our boys were killed, +however, before we got the swag. I put my pistol to the head of +the wagon-driver, who was this very man McCarthy. I wish to the +Lord that I had shot him then, but I spared him, though I saw his +wicked little eyes fixed on my face, as though to remember every +feature. We got away with the gold, became wealthy men, and made +our way over to England without being suspected. There I parted +from my old pals and determined to settle down to a quiet and +respectable life. I bought this estate, which chanced to be in +the market, and I set myself to do a little good with my money, +to make up for the way in which I had earned it. I married, too, +and though my wife died young she left me my dear little Alice. +Even when she was just a baby her wee hand seemed to lead me down +the right path as nothing else had ever done. In a word, I turned +over a new leaf and did my best to make up for the past. All was +going well when McCarthy laid his grip upon me. + +"I had gone up to town about an investment, and I met him in +Regent Street with hardly a coat to his back or a boot to his +foot. + +"'Here we are, Jack,' says he, touching me on the arm; 'we'll be +as good as a family to you. There's two of us, me and my son, and +you can have the keeping of us. If you don't--it's a fine, +law-abiding country is England, and there's always a policeman +within hail.' + +"Well, down they came to the west country, there was no shaking +them off, and there they have lived rent free on my best land +ever since. There was no rest for me, no peace, no forgetfulness; +turn where I would, there was his cunning, grinning face at my +elbow. It grew worse as Alice grew up, for he soon saw I was more +afraid of her knowing my past than of the police. Whatever he +wanted he must have, and whatever it was I gave him without +question, land, money, houses, until at last he asked a thing +which I could not give. He asked for Alice. + +"His son, you see, had grown up, and so had my girl, and as I was +known to be in weak health, it seemed a fine stroke to him that +his lad should step into the whole property. But there I was +firm. I would not have his cursed stock mixed with mine; not that +I had any dislike to the lad, but his blood was in him, and that +was enough. I stood firm. McCarthy threatened. I braved him to do +his worst. We were to meet at the pool midway between our houses +to talk it over. + +"When I went down there I found him talking with his son, so I +smoked a cigar and waited behind a tree until he should be alone. +But as I listened to his talk all that was black and bitter in +me seemed to come uppermost. He was urging his son to marry my +daughter with as little regard for what she might think as if she +were a slut from off the streets. It drove me mad to think that I +and all that I held most dear should be in the power of such a +man as this. Could I not snap the bond? I was already a dying and +a desperate man. Though clear of mind and fairly strong of limb, +I knew that my own fate was sealed. But my memory and my girl! +Both could be saved if I could but silence that foul tongue. I +did it, Mr. Holmes. I would do it again. Deeply as I have sinned, +I have led a life of martyrdom to atone for it. But that my girl +should be entangled in the same meshes which held me was more +than I could suffer. I struck him down with no more compunction +than if he had been some foul and venomous beast. His cry brought +back his son; but I had gained the cover of the wood, though I +was forced to go back to fetch the cloak which I had dropped in +my flight. That is the true story, gentlemen, of all that +occurred." + +"Well, it is not for me to judge you," said Holmes as the old man +signed the statement which had been drawn out. "I pray that we +may never be exposed to such a temptation." + +"I pray not, sir. And what do you intend to do?" + +"In view of your health, nothing. You are yourself aware that you +will soon have to answer for your deed at a higher court than the +Assizes. I will keep your confession, and if McCarthy is +condemned I shall be forced to use it. If not, it shall never be +seen by mortal eye; and your secret, whether you be alive or +dead, shall be safe with us." + +"Farewell, then," said the old man solemnly. "Your own deathbeds, +when they come, will be the easier for the thought of the peace +which you have given to mine." Tottering and shaking in all his +giant frame, he stumbled slowly from the room. + +"God help us!" said Holmes after a long silence. "Why does fate +play such tricks with poor, helpless worms? I never hear of such +a case as this that I do not think of Baxter's words, and say, +'There, but for the grace of God, goes Sherlock Holmes.'" + +James McCarthy was acquitted at the Assizes on the strength of a +number of objections which had been drawn out by Holmes and +submitted to the defending counsel. Old Turner lived for seven +months after our interview, but he is now dead; and there is +every prospect that the son and daughter may come to live happily +together in ignorance of the black cloud which rests upon their +past. + + + +ADVENTURE V. THE FIVE ORANGE PIPS + +When I glance over my notes and records of the Sherlock Holmes +cases between the years '82 and '90, I am faced by so many which +present strange and interesting features that it is no easy +matter to know which to choose and which to leave. Some, however, +have already gained publicity through the papers, and others have +not offered a field for those peculiar qualities which my friend +possessed in so high a degree, and which it is the object of +these papers to illustrate. Some, too, have baffled his +analytical skill, and would be, as narratives, beginnings without +an ending, while others have been but partially cleared up, and +have their explanations founded rather upon conjecture and +surmise than on that absolute logical proof which was so dear to +him. There is, however, one of these last which was so remarkable +in its details and so startling in its results that I am tempted +to give some account of it in spite of the fact that there are +points in connection with it which never have been, and probably +never will be, entirely cleared up. + +The year '87 furnished us with a long series of cases of greater +or less interest, of which I retain the records. Among my +headings under this one twelve months I find an account of the +adventure of the Paradol Chamber, of the Amateur Mendicant +Society, who held a luxurious club in the lower vault of a +furniture warehouse, of the facts connected with the loss of the +British barque "Sophy Anderson", of the singular adventures of the +Grice Patersons in the island of Uffa, and finally of the +Camberwell poisoning case. In the latter, as may be remembered, +Sherlock Holmes was able, by winding up the dead man's watch, to +prove that it had been wound up two hours before, and that +therefore the deceased had gone to bed within that time--a +deduction which was of the greatest importance in clearing up the +case. All these I may sketch out at some future date, but none of +them present such singular features as the strange train of +circumstances which I have now taken up my pen to describe. + +It was in the latter days of September, and the equinoctial gales +had set in with exceptional violence. All day the wind had +screamed and the rain had beaten against the windows, so that +even here in the heart of great, hand-made London we were forced +to raise our minds for the instant from the routine of life and +to recognise the presence of those great elemental forces which +shriek at mankind through the bars of his civilisation, like +untamed beasts in a cage. As evening drew in, the storm grew +higher and louder, and the wind cried and sobbed like a child in +the chimney. Sherlock Holmes sat moodily at one side of the +fireplace cross-indexing his records of crime, while I at the +other was deep in one of Clark Russell's fine sea-stories until +the howl of the gale from without seemed to blend with the text, +and the splash of the rain to lengthen out into the long swash of +the sea waves. My wife was on a visit to her mother's, and for a +few days I was a dweller once more in my old quarters at Baker +Street. + +"Why," said I, glancing up at my companion, "that was surely the +bell. Who could come to-night? Some friend of yours, perhaps?" + +"Except yourself I have none," he answered. "I do not encourage +visitors." + +"A client, then?" + +"If so, it is a serious case. Nothing less would bring a man out +on such a day and at such an hour. But I take it that it is more +likely to be some crony of the landlady's." + +Sherlock Holmes was wrong in his conjecture, however, for there +came a step in the passage and a tapping at the door. He +stretched out his long arm to turn the lamp away from himself and +towards the vacant chair upon which a newcomer must sit. + +"Come in!" said he. + +The man who entered was young, some two-and-twenty at the +outside, well-groomed and trimly clad, with something of +refinement and delicacy in his bearing. The streaming umbrella +which he held in his hand, and his long shining waterproof told +of the fierce weather through which he had come. He looked about +him anxiously in the glare of the lamp, and I could see that his +face was pale and his eyes heavy, like those of a man who is +weighed down with some great anxiety. + +"I owe you an apology," he said, raising his golden pince-nez to +his eyes. "I trust that I am not intruding. I fear that I have +brought some traces of the storm and rain into your snug +chamber." + +"Give me your coat and umbrella," said Holmes. "They may rest +here on the hook and will be dry presently. You have come up from +the south-west, I see." + +"Yes, from Horsham." + +"That clay and chalk mixture which I see upon your toe caps is +quite distinctive." + +"I have come for advice." + +"That is easily got." + +"And help." + +"That is not always so easy." + +"I have heard of you, Mr. Holmes. I heard from Major Prendergast +how you saved him in the Tankerville Club scandal." + +"Ah, of course. He was wrongfully accused of cheating at cards." + +"He said that you could solve anything." + +"He said too much." + +"That you are never beaten." + +"I have been beaten four times--three times by men, and once by a +woman." + +"But what is that compared with the number of your successes?" + +"It is true that I have been generally successful." + +"Then you may be so with me." + +"I beg that you will draw your chair up to the fire and favour me +with some details as to your case." + +"It is no ordinary one." + +"None of those which come to me are. I am the last court of +appeal." + +"And yet I question, sir, whether, in all your experience, you +have ever listened to a more mysterious and inexplicable chain of +events than those which have happened in my own family." + +"You fill me with interest," said Holmes. "Pray give us the +essential facts from the commencement, and I can afterwards +question you as to those details which seem to me to be most +important." + +The young man pulled his chair up and pushed his wet feet out +towards the blaze. + +"My name," said he, "is John Openshaw, but my own affairs have, +as far as I can understand, little to do with this awful +business. It is a hereditary matter; so in order to give you an +idea of the facts, I must go back to the commencement of the +affair. + +"You must know that my grandfather had two sons--my uncle Elias +and my father Joseph. My father had a small factory at Coventry, +which he enlarged at the time of the invention of bicycling. He +was a patentee of the Openshaw unbreakable tire, and his business +met with such success that he was able to sell it and to retire +upon a handsome competence. + +"My uncle Elias emigrated to America when he was a young man and +became a planter in Florida, where he was reported to have done +very well. At the time of the war he fought in Jackson's army, +and afterwards under Hood, where he rose to be a colonel. When +Lee laid down his arms my uncle returned to his plantation, where +he remained for three or four years. About 1869 or 1870 he came +back to Europe and took a small estate in Sussex, near Horsham. +He had made a very considerable fortune in the States, and his +reason for leaving them was his aversion to the negroes, and his +dislike of the Republican policy in extending the franchise to +them. He was a singular man, fierce and quick-tempered, very +foul-mouthed when he was angry, and of a most retiring +disposition. During all the years that he lived at Horsham, I +doubt if ever he set foot in the town. He had a garden and two or +three fields round his house, and there he would take his +exercise, though very often for weeks on end he would never leave +his room. He drank a great deal of brandy and smoked very +heavily, but he would see no society and did not want any +friends, not even his own brother. + +"He didn't mind me; in fact, he took a fancy to me, for at the +time when he saw me first I was a youngster of twelve or so. This +would be in the year 1878, after he had been eight or nine years +in England. He begged my father to let me live with him and he +was very kind to me in his way. When he was sober he used to be +fond of playing backgammon and draughts with me, and he would +make me his representative both with the servants and with the +tradespeople, so that by the time that I was sixteen I was quite +master of the house. I kept all the keys and could go where I +liked and do what I liked, so long as I did not disturb him in +his privacy. There was one singular exception, however, for he +had a single room, a lumber-room up among the attics, which was +invariably locked, and which he would never permit either me or +anyone else to enter. With a boy's curiosity I have peeped +through the keyhole, but I was never able to see more than such a +collection of old trunks and bundles as would be expected in such +a room. + +"One day--it was in March, 1883--a letter with a foreign stamp +lay upon the table in front of the colonel's plate. It was not a +common thing for him to receive letters, for his bills were all +paid in ready money, and he had no friends of any sort. 'From +India!' said he as he took it up, 'Pondicherry postmark! What can +this be?' Opening it hurriedly, out there jumped five little +dried orange pips, which pattered down upon his plate. I began to +laugh at this, but the laugh was struck from my lips at the sight +of his face. His lip had fallen, his eyes were protruding, his +skin the colour of putty, and he glared at the envelope which he +still held in his trembling hand, 'K. K. K.!' he shrieked, and +then, 'My God, my God, my sins have overtaken me!' + +"'What is it, uncle?' I cried. + +"'Death,' said he, and rising from the table he retired to his +room, leaving me palpitating with horror. I took up the envelope +and saw scrawled in red ink upon the inner flap, just above the +gum, the letter K three times repeated. There was nothing else +save the five dried pips. What could be the reason of his +overpowering terror? I left the breakfast-table, and as I +ascended the stair I met him coming down with an old rusty key, +which must have belonged to the attic, in one hand, and a small +brass box, like a cashbox, in the other. + +"'They may do what they like, but I'll checkmate them still,' +said he with an oath. 'Tell Mary that I shall want a fire in my +room to-day, and send down to Fordham, the Horsham lawyer.' + +"I did as he ordered, and when the lawyer arrived I was asked to +step up to the room. The fire was burning brightly, and in the +grate there was a mass of black, fluffy ashes, as of burned +paper, while the brass box stood open and empty beside it. As I +glanced at the box I noticed, with a start, that upon the lid was +printed the treble K which I had read in the morning upon the +envelope. + +"'I wish you, John,' said my uncle, 'to witness my will. I leave +my estate, with all its advantages and all its disadvantages, to +my brother, your father, whence it will, no doubt, descend to +you. If you can enjoy it in peace, well and good! If you find you +cannot, take my advice, my boy, and leave it to your deadliest +enemy. I am sorry to give you such a two-edged thing, but I can't +say what turn things are going to take. Kindly sign the paper +where Mr. Fordham shows you.' + +"I signed the paper as directed, and the lawyer took it away with +him. The singular incident made, as you may think, the deepest +impression upon me, and I pondered over it and turned it every +way in my mind without being able to make anything of it. Yet I +could not shake off the vague feeling of dread which it left +behind, though the sensation grew less keen as the weeks passed +and nothing happened to disturb the usual routine of our lives. I +could see a change in my uncle, however. He drank more than ever, +and he was less inclined for any sort of society. Most of his +time he would spend in his room, with the door locked upon the +inside, but sometimes he would emerge in a sort of drunken frenzy +and would burst out of the house and tear about the garden with a +revolver in his hand, screaming out that he was afraid of no man, +and that he was not to be cooped up, like a sheep in a pen, by +man or devil. When these hot fits were over, however, he would +rush tumultuously in at the door and lock and bar it behind him, +like a man who can brazen it out no longer against the terror +which lies at the roots of his soul. At such times I have seen +his face, even on a cold day, glisten with moisture, as though it +were new raised from a basin. + +"Well, to come to an end of the matter, Mr. Holmes, and not to +abuse your patience, there came a night when he made one of those +drunken sallies from which he never came back. We found him, when +we went to search for him, face downward in a little +green-scummed pool, which lay at the foot of the garden. There +was no sign of any violence, and the water was but two feet deep, +so that the jury, having regard to his known eccentricity, +brought in a verdict of 'suicide.' But I, who knew how he winced +from the very thought of death, had much ado to persuade myself +that he had gone out of his way to meet it. The matter passed, +however, and my father entered into possession of the estate, and +of some 14,000 pounds, which lay to his credit at the bank." + +"One moment," Holmes interposed, "your statement is, I foresee, +one of the most remarkable to which I have ever listened. Let me +have the date of the reception by your uncle of the letter, and +the date of his supposed suicide." + +"The letter arrived on March 10, 1883. His death was seven weeks +later, upon the night of May 2nd." + +"Thank you. Pray proceed." + +"When my father took over the Horsham property, he, at my +request, made a careful examination of the attic, which had been +always locked up. We found the brass box there, although its +contents had been destroyed. On the inside of the cover was a +paper label, with the initials of K. K. K. repeated upon it, and +'Letters, memoranda, receipts, and a register' written beneath. +These, we presume, indicated the nature of the papers which had +been destroyed by Colonel Openshaw. For the rest, there was +nothing of much importance in the attic save a great many +scattered papers and note-books bearing upon my uncle's life in +America. Some of them were of the war time and showed that he had +done his duty well and had borne the repute of a brave soldier. +Others were of a date during the reconstruction of the Southern +states, and were mostly concerned with politics, for he had +evidently taken a strong part in opposing the carpet-bag +politicians who had been sent down from the North. + +"Well, it was the beginning of '84 when my father came to live at +Horsham, and all went as well as possible with us until the +January of '85. On the fourth day after the new year I heard my +father give a sharp cry of surprise as we sat together at the +breakfast-table. There he was, sitting with a newly opened +envelope in one hand and five dried orange pips in the +outstretched palm of the other one. He had always laughed at what +he called my cock-and-bull story about the colonel, but he looked +very scared and puzzled now that the same thing had come upon +himself. + +"'Why, what on earth does this mean, John?' he stammered. + +"My heart had turned to lead. 'It is K. K. K.,' said I. + +"He looked inside the envelope. 'So it is,' he cried. 'Here are +the very letters. But what is this written above them?' + +"'Put the papers on the sundial,' I read, peeping over his +shoulder. + +"'What papers? What sundial?' he asked. + +"'The sundial in the garden. There is no other,' said I; 'but the +papers must be those that are destroyed.' + +"'Pooh!' said he, gripping hard at his courage. 'We are in a +civilised land here, and we can't have tomfoolery of this kind. +Where does the thing come from?' + +"'From Dundee,' I answered, glancing at the postmark. + +"'Some preposterous practical joke,' said he. 'What have I to do +with sundials and papers? I shall take no notice of such +nonsense.' + +"'I should certainly speak to the police,' I said. + +"'And be laughed at for my pains. Nothing of the sort.' + +"'Then let me do so?' + +"'No, I forbid you. I won't have a fuss made about such +nonsense.' + +"It was in vain to argue with him, for he was a very obstinate +man. I went about, however, with a heart which was full of +forebodings. + +"On the third day after the coming of the letter my father went +from home to visit an old friend of his, Major Freebody, who is +in command of one of the forts upon Portsdown Hill. I was glad +that he should go, for it seemed to me that he was farther from +danger when he was away from home. In that, however, I was in +error. Upon the second day of his absence I received a telegram +from the major, imploring me to come at once. My father had +fallen over one of the deep chalk-pits which abound in the +neighbourhood, and was lying senseless, with a shattered skull. I +hurried to him, but he passed away without having ever recovered +his consciousness. He had, as it appears, been returning from +Fareham in the twilight, and as the country was unknown to him, +and the chalk-pit unfenced, the jury had no hesitation in +bringing in a verdict of 'death from accidental causes.' +Carefully as I examined every fact connected with his death, I +was unable to find anything which could suggest the idea of +murder. There were no signs of violence, no footmarks, no +robbery, no record of strangers having been seen upon the roads. +And yet I need not tell you that my mind was far from at ease, +and that I was well-nigh certain that some foul plot had been +woven round him. + +"In this sinister way I came into my inheritance. You will ask me +why I did not dispose of it? I answer, because I was well +convinced that our troubles were in some way dependent upon an +incident in my uncle's life, and that the danger would be as +pressing in one house as in another. + +"It was in January, '85, that my poor father met his end, and two +years and eight months have elapsed since then. During that time +I have lived happily at Horsham, and I had begun to hope that +this curse had passed away from the family, and that it had ended +with the last generation. I had begun to take comfort too soon, +however; yesterday morning the blow fell in the very shape in +which it had come upon my father." + +The young man took from his waistcoat a crumpled envelope, and +turning to the table he shook out upon it five little dried +orange pips. + +"This is the envelope," he continued. "The postmark is +London--eastern division. Within are the very words which were +upon my father's last message: 'K. K. K.'; and then 'Put the +papers on the sundial.'" + +"What have you done?" asked Holmes. + +"Nothing." + +"Nothing?" + +"To tell the truth"--he sank his face into his thin, white +hands--"I have felt helpless. I have felt like one of those poor +rabbits when the snake is writhing towards it. I seem to be in +the grasp of some resistless, inexorable evil, which no foresight +and no precautions can guard against." + +"Tut! tut!" cried Sherlock Holmes. "You must act, man, or you are +lost. Nothing but energy can save you. This is no time for +despair." + +"I have seen the police." + +"Ah!" + +"But they listened to my story with a smile. I am convinced that +the inspector has formed the opinion that the letters are all +practical jokes, and that the deaths of my relations were really +accidents, as the jury stated, and were not to be connected with +the warnings." + +Holmes shook his clenched hands in the air. "Incredible +imbecility!" he cried. + +"They have, however, allowed me a policeman, who may remain in +the house with me." + +"Has he come with you to-night?" + +"No. His orders were to stay in the house." + +Again Holmes raved in the air. + +"Why did you come to me," he cried, "and, above all, why did you +not come at once?" + +"I did not know. It was only to-day that I spoke to Major +Prendergast about my troubles and was advised by him to come to +you." + +"It is really two days since you had the letter. We should have +acted before this. You have no further evidence, I suppose, than +that which you have placed before us--no suggestive detail which +might help us?" + +"There is one thing," said John Openshaw. He rummaged in his coat +pocket, and, drawing out a piece of discoloured, blue-tinted +paper, he laid it out upon the table. "I have some remembrance," +said he, "that on the day when my uncle burned the papers I +observed that the small, unburned margins which lay amid the +ashes were of this particular colour. I found this single sheet +upon the floor of his room, and I am inclined to think that it +may be one of the papers which has, perhaps, fluttered out from +among the others, and in that way has escaped destruction. Beyond +the mention of pips, I do not see that it helps us much. I think +myself that it is a page from some private diary. The writing is +undoubtedly my uncle's." + +Holmes moved the lamp, and we both bent over the sheet of paper, +which showed by its ragged edge that it had indeed been torn from +a book. It was headed, "March, 1869," and beneath were the +following enigmatical notices: + +"4th. Hudson came. Same old platform. + +"7th. Set the pips on McCauley, Paramore, and + John Swain, of St. Augustine. + +"9th. McCauley cleared. + +"10th. John Swain cleared. + +"12th. Visited Paramore. All well." + +"Thank you!" said Holmes, folding up the paper and returning it +to our visitor. "And now you must on no account lose another +instant. We cannot spare time even to discuss what you have told +me. You must get home instantly and act." + +"What shall I do?" + +"There is but one thing to do. It must be done at once. You must +put this piece of paper which you have shown us into the brass +box which you have described. You must also put in a note to say +that all the other papers were burned by your uncle, and that +this is the only one which remains. You must assert that in such +words as will carry conviction with them. Having done this, you +must at once put the box out upon the sundial, as directed. Do +you understand?" + +"Entirely." + +"Do not think of revenge, or anything of the sort, at present. I +think that we may gain that by means of the law; but we have our +web to weave, while theirs is already woven. The first +consideration is to remove the pressing danger which threatens +you. The second is to clear up the mystery and to punish the +guilty parties." + +"I thank you," said the young man, rising and pulling on his +overcoat. "You have given me fresh life and hope. I shall +certainly do as you advise." + +"Do not lose an instant. And, above all, take care of yourself in +the meanwhile, for I do not think that there can be a doubt that +you are threatened by a very real and imminent danger. How do you +go back?" + +"By train from Waterloo." + +"It is not yet nine. The streets will be crowded, so I trust that +you may be in safety. And yet you cannot guard yourself too +closely." + +"I am armed." + +"That is well. To-morrow I shall set to work upon your case." + +"I shall see you at Horsham, then?" + +"No, your secret lies in London. It is there that I shall seek +it." + +"Then I shall call upon you in a day, or in two days, with news +as to the box and the papers. I shall take your advice in every +particular." He shook hands with us and took his leave. Outside +the wind still screamed and the rain splashed and pattered +against the windows. This strange, wild story seemed to have come +to us from amid the mad elements--blown in upon us like a sheet +of sea-weed in a gale--and now to have been reabsorbed by them +once more. + +Sherlock Holmes sat for some time in silence, with his head sunk +forward and his eyes bent upon the red glow of the fire. Then he +lit his pipe, and leaning back in his chair he watched the blue +smoke-rings as they chased each other up to the ceiling. + +"I think, Watson," he remarked at last, "that of all our cases we +have had none more fantastic than this." + +"Save, perhaps, the Sign of Four." + +"Well, yes. Save, perhaps, that. And yet this John Openshaw seems +to me to be walking amid even greater perils than did the +Sholtos." + +"But have you," I asked, "formed any definite conception as to +what these perils are?" + +"There can be no question as to their nature," he answered. + +"Then what are they? Who is this K. K. K., and why does he pursue +this unhappy family?" + +Sherlock Holmes closed his eyes and placed his elbows upon the +arms of his chair, with his finger-tips together. "The ideal +reasoner," he remarked, "would, when he had once been shown a +single fact in all its bearings, deduce from it not only all the +chain of events which led up to it but also all the results which +would follow from it. As Cuvier could correctly describe a whole +animal by the contemplation of a single bone, so the observer who +has thoroughly understood one link in a series of incidents +should be able to accurately state all the other ones, both +before and after. We have not yet grasped the results which the +reason alone can attain to. Problems may be solved in the study +which have baffled all those who have sought a solution by the +aid of their senses. To carry the art, however, to its highest +pitch, it is necessary that the reasoner should be able to +utilise all the facts which have come to his knowledge; and this +in itself implies, as you will readily see, a possession of all +knowledge, which, even in these days of free education and +encyclopaedias, is a somewhat rare accomplishment. It is not so +impossible, however, that a man should possess all knowledge +which is likely to be useful to him in his work, and this I have +endeavoured in my case to do. If I remember rightly, you on one +occasion, in the early days of our friendship, defined my limits +in a very precise fashion." + +"Yes," I answered, laughing. "It was a singular document. +Philosophy, astronomy, and politics were marked at zero, I +remember. Botany variable, geology profound as regards the +mud-stains from any region within fifty miles of town, chemistry +eccentric, anatomy unsystematic, sensational literature and crime +records unique, violin-player, boxer, swordsman, lawyer, and +self-poisoner by cocaine and tobacco. Those, I think, were the +main points of my analysis." + +Holmes grinned at the last item. "Well," he said, "I say now, as +I said then, that a man should keep his little brain-attic +stocked with all the furniture that he is likely to use, and the +rest he can put away in the lumber-room of his library, where he +can get it if he wants it. Now, for such a case as the one which +has been submitted to us to-night, we need certainly to muster +all our resources. Kindly hand me down the letter K of the +'American Encyclopaedia' which stands upon the shelf beside you. +Thank you. Now let us consider the situation and see what may be +deduced from it. In the first place, we may start with a strong +presumption that Colonel Openshaw had some very strong reason for +leaving America. Men at his time of life do not change all their +habits and exchange willingly the charming climate of Florida for +the lonely life of an English provincial town. His extreme love +of solitude in England suggests the idea that he was in fear of +someone or something, so we may assume as a working hypothesis +that it was fear of someone or something which drove him from +America. As to what it was he feared, we can only deduce that by +considering the formidable letters which were received by himself +and his successors. Did you remark the postmarks of those +letters?" + +"The first was from Pondicherry, the second from Dundee, and the +third from London." + +"From East London. What do you deduce from that?" + +"They are all seaports. That the writer was on board of a ship." + +"Excellent. We have already a clue. There can be no doubt that +the probability--the strong probability--is that the writer was +on board of a ship. And now let us consider another point. In the +case of Pondicherry, seven weeks elapsed between the threat and +its fulfilment, in Dundee it was only some three or four days. +Does that suggest anything?" + +"A greater distance to travel." + +"But the letter had also a greater distance to come." + +"Then I do not see the point." + +"There is at least a presumption that the vessel in which the man +or men are is a sailing-ship. It looks as if they always send +their singular warning or token before them when starting upon +their mission. You see how quickly the deed followed the sign +when it came from Dundee. If they had come from Pondicherry in a +steamer they would have arrived almost as soon as their letter. +But, as a matter of fact, seven weeks elapsed. I think that those +seven weeks represented the difference between the mail-boat which +brought the letter and the sailing vessel which brought the +writer." + +"It is possible." + +"More than that. It is probable. And now you see the deadly +urgency of this new case, and why I urged young Openshaw to +caution. The blow has always fallen at the end of the time which +it would take the senders to travel the distance. But this one +comes from London, and therefore we cannot count upon delay." + +"Good God!" I cried. "What can it mean, this relentless +persecution?" + +"The papers which Openshaw carried are obviously of vital +importance to the person or persons in the sailing-ship. I think +that it is quite clear that there must be more than one of them. +A single man could not have carried out two deaths in such a way +as to deceive a coroner's jury. There must have been several in +it, and they must have been men of resource and determination. +Their papers they mean to have, be the holder of them who it may. +In this way you see K. K. K. ceases to be the initials of an +individual and becomes the badge of a society." + +"But of what society?" + +"Have you never--" said Sherlock Holmes, bending forward and +sinking his voice--"have you never heard of the Ku Klux Klan?" + +"I never have." + +Holmes turned over the leaves of the book upon his knee. "Here it +is," said he presently: + +"'Ku Klux Klan. A name derived from the fanciful resemblance to +the sound produced by cocking a rifle. This terrible secret +society was formed by some ex-Confederate soldiers in the +Southern states after the Civil War, and it rapidly formed local +branches in different parts of the country, notably in Tennessee, +Louisiana, the Carolinas, Georgia, and Florida. Its power was +used for political purposes, principally for the terrorising of +the negro voters and the murdering and driving from the country +of those who were opposed to its views. Its outrages were usually +preceded by a warning sent to the marked man in some fantastic +but generally recognised shape--a sprig of oak-leaves in some +parts, melon seeds or orange pips in others. On receiving this +the victim might either openly abjure his former ways, or might +fly from the country. If he braved the matter out, death would +unfailingly come upon him, and usually in some strange and +unforeseen manner. So perfect was the organisation of the +society, and so systematic its methods, that there is hardly a +case upon record where any man succeeded in braving it with +impunity, or in which any of its outrages were traced home to the +perpetrators. For some years the organisation flourished in spite +of the efforts of the United States government and of the better +classes of the community in the South. Eventually, in the year +1869, the movement rather suddenly collapsed, although there have +been sporadic outbreaks of the same sort since that date.' + +"You will observe," said Holmes, laying down the volume, "that +the sudden breaking up of the society was coincident with the +disappearance of Openshaw from America with their papers. It may +well have been cause and effect. It is no wonder that he and his +family have some of the more implacable spirits upon their track. +You can understand that this register and diary may implicate +some of the first men in the South, and that there may be many +who will not sleep easy at night until it is recovered." + +"Then the page we have seen--" + +"Is such as we might expect. It ran, if I remember right, 'sent +the pips to A, B, and C'--that is, sent the society's warning to +them. Then there are successive entries that A and B cleared, or +left the country, and finally that C was visited, with, I fear, a +sinister result for C. Well, I think, Doctor, that we may let +some light into this dark place, and I believe that the only +chance young Openshaw has in the meantime is to do what I have +told him. There is nothing more to be said or to be done +to-night, so hand me over my violin and let us try to forget for +half an hour the miserable weather and the still more miserable +ways of our fellow-men." + + +It had cleared in the morning, and the sun was shining with a +subdued brightness through the dim veil which hangs over the +great city. Sherlock Holmes was already at breakfast when I came +down. + +"You will excuse me for not waiting for you," said he; "I have, I +foresee, a very busy day before me in looking into this case of +young Openshaw's." + +"What steps will you take?" I asked. + +"It will very much depend upon the results of my first inquiries. +I may have to go down to Horsham, after all." + +"You will not go there first?" + +"No, I shall commence with the City. Just ring the bell and the +maid will bring up your coffee." + +As I waited, I lifted the unopened newspaper from the table and +glanced my eye over it. It rested upon a heading which sent a +chill to my heart. + +"Holmes," I cried, "you are too late." + +"Ah!" said he, laying down his cup, "I feared as much. How was it +done?" He spoke calmly, but I could see that he was deeply moved. + +"My eye caught the name of Openshaw, and the heading 'Tragedy +Near Waterloo Bridge.' Here is the account: + +"Between nine and ten last night Police-Constable Cook, of the H +Division, on duty near Waterloo Bridge, heard a cry for help and +a splash in the water. The night, however, was extremely dark and +stormy, so that, in spite of the help of several passers-by, it +was quite impossible to effect a rescue. The alarm, however, was +given, and, by the aid of the water-police, the body was +eventually recovered. It proved to be that of a young gentleman +whose name, as it appears from an envelope which was found in his +pocket, was John Openshaw, and whose residence is near Horsham. +It is conjectured that he may have been hurrying down to catch +the last train from Waterloo Station, and that in his haste and +the extreme darkness he missed his path and walked over the edge +of one of the small landing-places for river steamboats. The body +exhibited no traces of violence, and there can be no doubt that +the deceased had been the victim of an unfortunate accident, +which should have the effect of calling the attention of the +authorities to the condition of the riverside landing-stages." + +We sat in silence for some minutes, Holmes more depressed and +shaken than I had ever seen him. + +"That hurts my pride, Watson," he said at last. "It is a petty +feeling, no doubt, but it hurts my pride. It becomes a personal +matter with me now, and, if God sends me health, I shall set my +hand upon this gang. That he should come to me for help, and that +I should send him away to his death--!" He sprang from his chair +and paced about the room in uncontrollable agitation, with a +flush upon his sallow cheeks and a nervous clasping and +unclasping of his long thin hands. + +"They must be cunning devils," he exclaimed at last. "How could +they have decoyed him down there? The Embankment is not on the +direct line to the station. The bridge, no doubt, was too +crowded, even on such a night, for their purpose. Well, Watson, +we shall see who will win in the long run. I am going out now!" + +"To the police?" + +"No; I shall be my own police. When I have spun the web they may +take the flies, but not before." + +All day I was engaged in my professional work, and it was late in +the evening before I returned to Baker Street. Sherlock Holmes +had not come back yet. It was nearly ten o'clock before he +entered, looking pale and worn. He walked up to the sideboard, +and tearing a piece from the loaf he devoured it voraciously, +washing it down with a long draught of water. + +"You are hungry," I remarked. + +"Starving. It had escaped my memory. I have had nothing since +breakfast." + +"Nothing?" + +"Not a bite. I had no time to think of it." + +"And how have you succeeded?" + +"Well." + +"You have a clue?" + +"I have them in the hollow of my hand. Young Openshaw shall not +long remain unavenged. Why, Watson, let us put their own devilish +trade-mark upon them. It is well thought of!" + +"What do you mean?" + +He took an orange from the cupboard, and tearing it to pieces he +squeezed out the pips upon the table. Of these he took five and +thrust them into an envelope. On the inside of the flap he wrote +"S. H. for J. O." Then he sealed it and addressed it to "Captain +James Calhoun, Barque 'Lone Star,' Savannah, Georgia." + +"That will await him when he enters port," said he, chuckling. +"It may give him a sleepless night. He will find it as sure a +precursor of his fate as Openshaw did before him." + +"And who is this Captain Calhoun?" + +"The leader of the gang. I shall have the others, but he first." + +"How did you trace it, then?" + +He took a large sheet of paper from his pocket, all covered with +dates and names. + +"I have spent the whole day," said he, "over Lloyd's registers +and files of the old papers, following the future career of every +vessel which touched at Pondicherry in January and February in +'83. There were thirty-six ships of fair tonnage which were +reported there during those months. Of these, one, the 'Lone Star,' +instantly attracted my attention, since, although it was reported +as having cleared from London, the name is that which is given to +one of the states of the Union." + +"Texas, I think." + +"I was not and am not sure which; but I knew that the ship must +have an American origin." + +"What then?" + +"I searched the Dundee records, and when I found that the barque +'Lone Star' was there in January, '85, my suspicion became a +certainty. I then inquired as to the vessels which lay at present +in the port of London." + +"Yes?" + +"The 'Lone Star' had arrived here last week. I went down to the +Albert Dock and found that she had been taken down the river by +the early tide this morning, homeward bound to Savannah. I wired +to Gravesend and learned that she had passed some time ago, and +as the wind is easterly I have no doubt that she is now past the +Goodwins and not very far from the Isle of Wight." + +"What will you do, then?" + +"Oh, I have my hand upon him. He and the two mates, are as I +learn, the only native-born Americans in the ship. The others are +Finns and Germans. I know, also, that they were all three away +from the ship last night. I had it from the stevedore who has +been loading their cargo. By the time that their sailing-ship +reaches Savannah the mail-boat will have carried this letter, and +the cable will have informed the police of Savannah that these +three gentlemen are badly wanted here upon a charge of murder." + +There is ever a flaw, however, in the best laid of human plans, +and the murderers of John Openshaw were never to receive the +orange pips which would show them that another, as cunning and as +resolute as themselves, was upon their track. Very long and very +severe were the equinoctial gales that year. We waited long for +news of the "Lone Star" of Savannah, but none ever reached us. We +did at last hear that somewhere far out in the Atlantic a +shattered stern-post of a boat was seen swinging in the trough +of a wave, with the letters "L. S." carved upon it, and that is +all which we shall ever know of the fate of the "Lone Star." + + + +ADVENTURE VI. THE MAN WITH THE TWISTED LIP + +Isa Whitney, brother of the late Elias Whitney, D.D., Principal +of the Theological College of St. George's, was much addicted to +opium. The habit grew upon him, as I understand, from some +foolish freak when he was at college; for having read De +Quincey's description of his dreams and sensations, he had +drenched his tobacco with laudanum in an attempt to produce the +same effects. He found, as so many more have done, that the +practice is easier to attain than to get rid of, and for many +years he continued to be a slave to the drug, an object of +mingled horror and pity to his friends and relatives. I can see +him now, with yellow, pasty face, drooping lids, and pin-point +pupils, all huddled in a chair, the wreck and ruin of a noble +man. + +One night--it was in June, '89--there came a ring to my bell, +about the hour when a man gives his first yawn and glances at the +clock. I sat up in my chair, and my wife laid her needle-work +down in her lap and made a little face of disappointment. + +"A patient!" said she. "You'll have to go out." + +I groaned, for I was newly come back from a weary day. + +We heard the door open, a few hurried words, and then quick steps +upon the linoleum. Our own door flew open, and a lady, clad in +some dark-coloured stuff, with a black veil, entered the room. + +"You will excuse my calling so late," she began, and then, +suddenly losing her self-control, she ran forward, threw her arms +about my wife's neck, and sobbed upon her shoulder. "Oh, I'm in +such trouble!" she cried; "I do so want a little help." + +"Why," said my wife, pulling up her veil, "it is Kate Whitney. +How you startled me, Kate! I had not an idea who you were when +you came in." + +"I didn't know what to do, so I came straight to you." That was +always the way. Folk who were in grief came to my wife like birds +to a light-house. + +"It was very sweet of you to come. Now, you must have some wine +and water, and sit here comfortably and tell us all about it. Or +should you rather that I sent James off to bed?" + +"Oh, no, no! I want the doctor's advice and help, too. It's about +Isa. He has not been home for two days. I am so frightened about +him!" + +It was not the first time that she had spoken to us of her +husband's trouble, to me as a doctor, to my wife as an old friend +and school companion. We soothed and comforted her by such words +as we could find. Did she know where her husband was? Was it +possible that we could bring him back to her? + +It seems that it was. She had the surest information that of late +he had, when the fit was on him, made use of an opium den in the +farthest east of the City. Hitherto his orgies had always been +confined to one day, and he had come back, twitching and +shattered, in the evening. But now the spell had been upon him +eight-and-forty hours, and he lay there, doubtless among the +dregs of the docks, breathing in the poison or sleeping off the +effects. There he was to be found, she was sure of it, at the Bar +of Gold, in Upper Swandam Lane. But what was she to do? How could +she, a young and timid woman, make her way into such a place and +pluck her husband out from among the ruffians who surrounded him? + +There was the case, and of course there was but one way out of +it. Might I not escort her to this place? And then, as a second +thought, why should she come at all? I was Isa Whitney's medical +adviser, and as such I had influence over him. I could manage it +better if I were alone. I promised her on my word that I would +send him home in a cab within two hours if he were indeed at the +address which she had given me. And so in ten minutes I had left +my armchair and cheery sitting-room behind me, and was speeding +eastward in a hansom on a strange errand, as it seemed to me at +the time, though the future only could show how strange it was to +be. + +But there was no great difficulty in the first stage of my +adventure. Upper Swandam Lane is a vile alley lurking behind the +high wharves which line the north side of the river to the east +of London Bridge. Between a slop-shop and a gin-shop, approached +by a steep flight of steps leading down to a black gap like the +mouth of a cave, I found the den of which I was in search. +Ordering my cab to wait, I passed down the steps, worn hollow in +the centre by the ceaseless tread of drunken feet; and by the +light of a flickering oil-lamp above the door I found the latch +and made my way into a long, low room, thick and heavy with the +brown opium smoke, and terraced with wooden berths, like the +forecastle of an emigrant ship. + +Through the gloom one could dimly catch a glimpse of bodies lying +in strange fantastic poses, bowed shoulders, bent knees, heads +thrown back, and chins pointing upward, with here and there a +dark, lack-lustre eye turned upon the newcomer. Out of the black +shadows there glimmered little red circles of light, now bright, +now faint, as the burning poison waxed or waned in the bowls of +the metal pipes. The most lay silent, but some muttered to +themselves, and others talked together in a strange, low, +monotonous voice, their conversation coming in gushes, and then +suddenly tailing off into silence, each mumbling out his own +thoughts and paying little heed to the words of his neighbour. At +the farther end was a small brazier of burning charcoal, beside +which on a three-legged wooden stool there sat a tall, thin old +man, with his jaw resting upon his two fists, and his elbows upon +his knees, staring into the fire. + +As I entered, a sallow Malay attendant had hurried up with a pipe +for me and a supply of the drug, beckoning me to an empty berth. + +"Thank you. I have not come to stay," said I. "There is a friend +of mine here, Mr. Isa Whitney, and I wish to speak with him." + +There was a movement and an exclamation from my right, and +peering through the gloom, I saw Whitney, pale, haggard, and +unkempt, staring out at me. + +"My God! It's Watson," said he. He was in a pitiable state of +reaction, with every nerve in a twitter. "I say, Watson, what +o'clock is it?" + +"Nearly eleven." + +"Of what day?" + +"Of Friday, June 19th." + +"Good heavens! I thought it was Wednesday. It is Wednesday. What +d'you want to frighten a chap for?" He sank his face onto his +arms and began to sob in a high treble key. + +"I tell you that it is Friday, man. Your wife has been waiting +this two days for you. You should be ashamed of yourself!" + +"So I am. But you've got mixed, Watson, for I have only been here +a few hours, three pipes, four pipes--I forget how many. But I'll +go home with you. I wouldn't frighten Kate--poor little Kate. +Give me your hand! Have you a cab?" + +"Yes, I have one waiting." + +"Then I shall go in it. But I must owe something. Find what I +owe, Watson. I am all off colour. I can do nothing for myself." + +I walked down the narrow passage between the double row of +sleepers, holding my breath to keep out the vile, stupefying +fumes of the drug, and looking about for the manager. As I passed +the tall man who sat by the brazier I felt a sudden pluck at my +skirt, and a low voice whispered, "Walk past me, and then look +back at me." The words fell quite distinctly upon my ear. I +glanced down. They could only have come from the old man at my +side, and yet he sat now as absorbed as ever, very thin, very +wrinkled, bent with age, an opium pipe dangling down from between +his knees, as though it had dropped in sheer lassitude from his +fingers. I took two steps forward and looked back. It took all my +self-control to prevent me from breaking out into a cry of +astonishment. He had turned his back so that none could see him +but I. His form had filled out, his wrinkles were gone, the dull +eyes had regained their fire, and there, sitting by the fire and +grinning at my surprise, was none other than Sherlock Holmes. He +made a slight motion to me to approach him, and instantly, as he +turned his face half round to the company once more, subsided +into a doddering, loose-lipped senility. + +"Holmes!" I whispered, "what on earth are you doing in this den?" + +"As low as you can," he answered; "I have excellent ears. If you +would have the great kindness to get rid of that sottish friend +of yours I should be exceedingly glad to have a little talk with +you." + +"I have a cab outside." + +"Then pray send him home in it. You may safely trust him, for he +appears to be too limp to get into any mischief. I should +recommend you also to send a note by the cabman to your wife to +say that you have thrown in your lot with me. If you will wait +outside, I shall be with you in five minutes." + +It was difficult to refuse any of Sherlock Holmes' requests, for +they were always so exceedingly definite, and put forward with +such a quiet air of mastery. I felt, however, that when Whitney +was once confined in the cab my mission was practically +accomplished; and for the rest, I could not wish anything better +than to be associated with my friend in one of those singular +adventures which were the normal condition of his existence. In a +few minutes I had written my note, paid Whitney's bill, led him +out to the cab, and seen him driven through the darkness. In a +very short time a decrepit figure had emerged from the opium den, +and I was walking down the street with Sherlock Holmes. For two +streets he shuffled along with a bent back and an uncertain foot. +Then, glancing quickly round, he straightened himself out and +burst into a hearty fit of laughter. + +"I suppose, Watson," said he, "that you imagine that I have added +opium-smoking to cocaine injections, and all the other little +weaknesses on which you have favoured me with your medical +views." + +"I was certainly surprised to find you there." + +"But not more so than I to find you." + +"I came to find a friend." + +"And I to find an enemy." + +"An enemy?" + +"Yes; one of my natural enemies, or, shall I say, my natural +prey. Briefly, Watson, I am in the midst of a very remarkable +inquiry, and I have hoped to find a clue in the incoherent +ramblings of these sots, as I have done before now. Had I been +recognised in that den my life would not have been worth an +hour's purchase; for I have used it before now for my own +purposes, and the rascally Lascar who runs it has sworn to have +vengeance upon me. There is a trap-door at the back of that +building, near the corner of Paul's Wharf, which could tell some +strange tales of what has passed through it upon the moonless +nights." + +"What! You do not mean bodies?" + +"Ay, bodies, Watson. We should be rich men if we had 1000 pounds +for every poor devil who has been done to death in that den. It +is the vilest murder-trap on the whole riverside, and I fear that +Neville St. Clair has entered it never to leave it more. But our +trap should be here." He put his two forefingers between his +teeth and whistled shrilly--a signal which was answered by a +similar whistle from the distance, followed shortly by the rattle +of wheels and the clink of horses' hoofs. + +"Now, Watson," said Holmes, as a tall dog-cart dashed up through +the gloom, throwing out two golden tunnels of yellow light from +its side lanterns. "You'll come with me, won't you?" + +"If I can be of use." + +"Oh, a trusty comrade is always of use; and a chronicler still +more so. My room at The Cedars is a double-bedded one." + +"The Cedars?" + +"Yes; that is Mr. St. Clair's house. I am staying there while I +conduct the inquiry." + +"Where is it, then?" + +"Near Lee, in Kent. We have a seven-mile drive before us." + +"But I am all in the dark." + +"Of course you are. You'll know all about it presently. Jump up +here. All right, John; we shall not need you. Here's half a +crown. Look out for me to-morrow, about eleven. Give her her +head. So long, then!" + +He flicked the horse with his whip, and we dashed away through +the endless succession of sombre and deserted streets, which +widened gradually, until we were flying across a broad +balustraded bridge, with the murky river flowing sluggishly +beneath us. Beyond lay another dull wilderness of bricks and +mortar, its silence broken only by the heavy, regular footfall of +the policeman, or the songs and shouts of some belated party of +revellers. A dull wrack was drifting slowly across the sky, and a +star or two twinkled dimly here and there through the rifts of +the clouds. Holmes drove in silence, with his head sunk upon his +breast, and the air of a man who is lost in thought, while I sat +beside him, curious to learn what this new quest might be which +seemed to tax his powers so sorely, and yet afraid to break in +upon the current of his thoughts. We had driven several miles, +and were beginning to get to the fringe of the belt of suburban +villas, when he shook himself, shrugged his shoulders, and lit up +his pipe with the air of a man who has satisfied himself that he +is acting for the best. + +"You have a grand gift of silence, Watson," said he. "It makes +you quite invaluable as a companion. 'Pon my word, it is a great +thing for me to have someone to talk to, for my own thoughts are +not over-pleasant. I was wondering what I should say to this dear +little woman to-night when she meets me at the door." + +"You forget that I know nothing about it." + +"I shall just have time to tell you the facts of the case before +we get to Lee. It seems absurdly simple, and yet, somehow I can +get nothing to go upon. There's plenty of thread, no doubt, but I +can't get the end of it into my hand. Now, I'll state the case +clearly and concisely to you, Watson, and maybe you can see a +spark where all is dark to me." + +"Proceed, then." + +"Some years ago--to be definite, in May, 1884--there came to Lee +a gentleman, Neville St. Clair by name, who appeared to have +plenty of money. He took a large villa, laid out the grounds very +nicely, and lived generally in good style. By degrees he made +friends in the neighbourhood, and in 1887 he married the daughter +of a local brewer, by whom he now has two children. He had no +occupation, but was interested in several companies and went into +town as a rule in the morning, returning by the 5:14 from Cannon +Street every night. Mr. St. Clair is now thirty-seven years of +age, is a man of temperate habits, a good husband, a very +affectionate father, and a man who is popular with all who know +him. I may add that his whole debts at the present moment, as far +as we have been able to ascertain, amount to 88 pounds 10s., while +he has 220 pounds standing to his credit in the Capital and +Counties Bank. There is no reason, therefore, to think that money +troubles have been weighing upon his mind. + +"Last Monday Mr. Neville St. Clair went into town rather earlier +than usual, remarking before he started that he had two important +commissions to perform, and that he would bring his little boy +home a box of bricks. Now, by the merest chance, his wife +received a telegram upon this same Monday, very shortly after his +departure, to the effect that a small parcel of considerable +value which she had been expecting was waiting for her at the +offices of the Aberdeen Shipping Company. Now, if you are well up +in your London, you will know that the office of the company is +in Fresno Street, which branches out of Upper Swandam Lane, where +you found me to-night. Mrs. St. Clair had her lunch, started for +the City, did some shopping, proceeded to the company's office, +got her packet, and found herself at exactly 4:35 walking through +Swandam Lane on her way back to the station. Have you followed me +so far?" + +"It is very clear." + +"If you remember, Monday was an exceedingly hot day, and Mrs. St. +Clair walked slowly, glancing about in the hope of seeing a cab, +as she did not like the neighbourhood in which she found herself. +While she was walking in this way down Swandam Lane, she suddenly +heard an ejaculation or cry, and was struck cold to see her +husband looking down at her and, as it seemed to her, beckoning +to her from a second-floor window. The window was open, and she +distinctly saw his face, which she describes as being terribly +agitated. He waved his hands frantically to her, and then +vanished from the window so suddenly that it seemed to her that +he had been plucked back by some irresistible force from behind. +One singular point which struck her quick feminine eye was that +although he wore some dark coat, such as he had started to town +in, he had on neither collar nor necktie. + +"Convinced that something was amiss with him, she rushed down the +steps--for the house was none other than the opium den in which +you found me to-night--and running through the front room she +attempted to ascend the stairs which led to the first floor. At +the foot of the stairs, however, she met this Lascar scoundrel of +whom I have spoken, who thrust her back and, aided by a Dane, who +acts as assistant there, pushed her out into the street. Filled +with the most maddening doubts and fears, she rushed down the +lane and, by rare good-fortune, met in Fresno Street a number of +constables with an inspector, all on their way to their beat. The +inspector and two men accompanied her back, and in spite of the +continued resistance of the proprietor, they made their way to +the room in which Mr. St. Clair had last been seen. There was no +sign of him there. In fact, in the whole of that floor there was +no one to be found save a crippled wretch of hideous aspect, who, +it seems, made his home there. Both he and the Lascar stoutly +swore that no one else had been in the front room during the +afternoon. So determined was their denial that the inspector was +staggered, and had almost come to believe that Mrs. St. Clair had +been deluded when, with a cry, she sprang at a small deal box +which lay upon the table and tore the lid from it. Out there fell +a cascade of children's bricks. It was the toy which he had +promised to bring home. + +"This discovery, and the evident confusion which the cripple +showed, made the inspector realise that the matter was serious. +The rooms were carefully examined, and results all pointed to an +abominable crime. The front room was plainly furnished as a +sitting-room and led into a small bedroom, which looked out upon +the back of one of the wharves. Between the wharf and the bedroom +window is a narrow strip, which is dry at low tide but is covered +at high tide with at least four and a half feet of water. The +bedroom window was a broad one and opened from below. On +examination traces of blood were to be seen upon the windowsill, +and several scattered drops were visible upon the wooden floor of +the bedroom. Thrust away behind a curtain in the front room were +all the clothes of Mr. Neville St. Clair, with the exception of +his coat. His boots, his socks, his hat, and his watch--all were +there. There were no signs of violence upon any of these +garments, and there were no other traces of Mr. Neville St. +Clair. Out of the window he must apparently have gone for no +other exit could be discovered, and the ominous bloodstains upon +the sill gave little promise that he could save himself by +swimming, for the tide was at its very highest at the moment of +the tragedy. + +"And now as to the villains who seemed to be immediately +implicated in the matter. The Lascar was known to be a man of the +vilest antecedents, but as, by Mrs. St. Clair's story, he was +known to have been at the foot of the stair within a very few +seconds of her husband's appearance at the window, he could +hardly have been more than an accessory to the crime. His defence +was one of absolute ignorance, and he protested that he had no +knowledge as to the doings of Hugh Boone, his lodger, and that he +could not account in any way for the presence of the missing +gentleman's clothes. + +"So much for the Lascar manager. Now for the sinister cripple who +lives upon the second floor of the opium den, and who was +certainly the last human being whose eyes rested upon Neville St. +Clair. His name is Hugh Boone, and his hideous face is one which +is familiar to every man who goes much to the City. He is a +professional beggar, though in order to avoid the police +regulations he pretends to a small trade in wax vestas. Some +little distance down Threadneedle Street, upon the left-hand +side, there is, as you may have remarked, a small angle in the +wall. Here it is that this creature takes his daily seat, +cross-legged with his tiny stock of matches on his lap, and as he +is a piteous spectacle a small rain of charity descends into the +greasy leather cap which lies upon the pavement beside him. I +have watched the fellow more than once before ever I thought of +making his professional acquaintance, and I have been surprised +at the harvest which he has reaped in a short time. His +appearance, you see, is so remarkable that no one can pass him +without observing him. A shock of orange hair, a pale face +disfigured by a horrible scar, which, by its contraction, has +turned up the outer edge of his upper lip, a bulldog chin, and a +pair of very penetrating dark eyes, which present a singular +contrast to the colour of his hair, all mark him out from amid +the common crowd of mendicants and so, too, does his wit, for he +is ever ready with a reply to any piece of chaff which may be +thrown at him by the passers-by. This is the man whom we now +learn to have been the lodger at the opium den, and to have been +the last man to see the gentleman of whom we are in quest." + +"But a cripple!" said I. "What could he have done single-handed +against a man in the prime of life?" + +"He is a cripple in the sense that he walks with a limp; but in +other respects he appears to be a powerful and well-nurtured man. +Surely your medical experience would tell you, Watson, that +weakness in one limb is often compensated for by exceptional +strength in the others." + +"Pray continue your narrative." + +"Mrs. St. Clair had fainted at the sight of the blood upon the +window, and she was escorted home in a cab by the police, as her +presence could be of no help to them in their investigations. +Inspector Barton, who had charge of the case, made a very careful +examination of the premises, but without finding anything which +threw any light upon the matter. One mistake had been made in not +arresting Boone instantly, as he was allowed some few minutes +during which he might have communicated with his friend the +Lascar, but this fault was soon remedied, and he was seized and +searched, without anything being found which could incriminate +him. There were, it is true, some blood-stains upon his right +shirt-sleeve, but he pointed to his ring-finger, which had been +cut near the nail, and explained that the bleeding came from +there, adding that he had been to the window not long before, and +that the stains which had been observed there came doubtless from +the same source. He denied strenuously having ever seen Mr. +Neville St. Clair and swore that the presence of the clothes in +his room was as much a mystery to him as to the police. As to +Mrs. St. Clair's assertion that she had actually seen her husband +at the window, he declared that she must have been either mad or +dreaming. He was removed, loudly protesting, to the +police-station, while the inspector remained upon the premises in +the hope that the ebbing tide might afford some fresh clue. + +"And it did, though they hardly found upon the mud-bank what they +had feared to find. It was Neville St. Clair's coat, and not +Neville St. Clair, which lay uncovered as the tide receded. And +what do you think they found in the pockets?" + +"I cannot imagine." + +"No, I don't think you would guess. Every pocket stuffed with +pennies and half-pennies--421 pennies and 270 half-pennies. It +was no wonder that it had not been swept away by the tide. But a +human body is a different matter. There is a fierce eddy between +the wharf and the house. It seemed likely enough that the +weighted coat had remained when the stripped body had been sucked +away into the river." + +"But I understand that all the other clothes were found in the +room. Would the body be dressed in a coat alone?" + +"No, sir, but the facts might be met speciously enough. Suppose +that this man Boone had thrust Neville St. Clair through the +window, there is no human eye which could have seen the deed. +What would he do then? It would of course instantly strike him +that he must get rid of the tell-tale garments. He would seize +the coat, then, and be in the act of throwing it out, when it +would occur to him that it would swim and not sink. He has little +time, for he has heard the scuffle downstairs when the wife tried +to force her way up, and perhaps he has already heard from his +Lascar confederate that the police are hurrying up the street. +There is not an instant to be lost. He rushes to some secret +hoard, where he has accumulated the fruits of his beggary, and he +stuffs all the coins upon which he can lay his hands into the +pockets to make sure of the coat's sinking. He throws it out, and +would have done the same with the other garments had not he heard +the rush of steps below, and only just had time to close the +window when the police appeared." + +"It certainly sounds feasible." + +"Well, we will take it as a working hypothesis for want of a +better. Boone, as I have told you, was arrested and taken to the +station, but it could not be shown that there had ever before +been anything against him. He had for years been known as a +professional beggar, but his life appeared to have been a very +quiet and innocent one. There the matter stands at present, and +the questions which have to be solved--what Neville St. Clair was +doing in the opium den, what happened to him when there, where is +he now, and what Hugh Boone had to do with his disappearance--are +all as far from a solution as ever. I confess that I cannot +recall any case within my experience which looked at the first +glance so simple and yet which presented such difficulties." + +While Sherlock Holmes had been detailing this singular series of +events, we had been whirling through the outskirts of the great +town until the last straggling houses had been left behind, and +we rattled along with a country hedge upon either side of us. +Just as he finished, however, we drove through two scattered +villages, where a few lights still glimmered in the windows. + +"We are on the outskirts of Lee," said my companion. "We have +touched on three English counties in our short drive, starting in +Middlesex, passing over an angle of Surrey, and ending in Kent. +See that light among the trees? That is The Cedars, and beside +that lamp sits a woman whose anxious ears have already, I have +little doubt, caught the clink of our horse's feet." + +"But why are you not conducting the case from Baker Street?" I +asked. + +"Because there are many inquiries which must be made out here. +Mrs. St. Clair has most kindly put two rooms at my disposal, and +you may rest assured that she will have nothing but a welcome for +my friend and colleague. I hate to meet her, Watson, when I have +no news of her husband. Here we are. Whoa, there, whoa!" + +We had pulled up in front of a large villa which stood within its +own grounds. A stable-boy had run out to the horse's head, and +springing down, I followed Holmes up the small, winding +gravel-drive which led to the house. As we approached, the door +flew open, and a little blonde woman stood in the opening, clad +in some sort of light mousseline de soie, with a touch of fluffy +pink chiffon at her neck and wrists. She stood with her figure +outlined against the flood of light, one hand upon the door, one +half-raised in her eagerness, her body slightly bent, her head +and face protruded, with eager eyes and parted lips, a standing +question. + +"Well?" she cried, "well?" And then, seeing that there were two +of us, she gave a cry of hope which sank into a groan as she saw +that my companion shook his head and shrugged his shoulders. + +"No good news?" + +"None." + +"No bad?" + +"No." + +"Thank God for that. But come in. You must be weary, for you have +had a long day." + +"This is my friend, Dr. Watson. He has been of most vital use to +me in several of my cases, and a lucky chance has made it +possible for me to bring him out and associate him with this +investigation." + +"I am delighted to see you," said she, pressing my hand warmly. +"You will, I am sure, forgive anything that may be wanting in our +arrangements, when you consider the blow which has come so +suddenly upon us." + +"My dear madam," said I, "I am an old campaigner, and if I were +not I can very well see that no apology is needed. If I can be of +any assistance, either to you or to my friend here, I shall be +indeed happy." + +"Now, Mr. Sherlock Holmes," said the lady as we entered a +well-lit dining-room, upon the table of which a cold supper had +been laid out, "I should very much like to ask you one or two +plain questions, to which I beg that you will give a plain +answer." + +"Certainly, madam." + +"Do not trouble about my feelings. I am not hysterical, nor given +to fainting. I simply wish to hear your real, real opinion." + +"Upon what point?" + +"In your heart of hearts, do you think that Neville is alive?" + +Sherlock Holmes seemed to be embarrassed by the question. +"Frankly, now!" she repeated, standing upon the rug and looking +keenly down at him as he leaned back in a basket-chair. + +"Frankly, then, madam, I do not." + +"You think that he is dead?" + +"I do." + +"Murdered?" + +"I don't say that. Perhaps." + +"And on what day did he meet his death?" + +"On Monday." + +"Then perhaps, Mr. Holmes, you will be good enough to explain how +it is that I have received a letter from him to-day." + +Sherlock Holmes sprang out of his chair as if he had been +galvanised. + +"What!" he roared. + +"Yes, to-day." She stood smiling, holding up a little slip of +paper in the air. + +"May I see it?" + +"Certainly." + +He snatched it from her in his eagerness, and smoothing it out +upon the table he drew over the lamp and examined it intently. I +had left my chair and was gazing at it over his shoulder. The +envelope was a very coarse one and was stamped with the Gravesend +postmark and with the date of that very day, or rather of the day +before, for it was considerably after midnight. + +"Coarse writing," murmured Holmes. "Surely this is not your +husband's writing, madam." + +"No, but the enclosure is." + +"I perceive also that whoever addressed the envelope had to go +and inquire as to the address." + +"How can you tell that?" + +"The name, you see, is in perfectly black ink, which has dried +itself. The rest is of the greyish colour, which shows that +blotting-paper has been used. If it had been written straight +off, and then blotted, none would be of a deep black shade. This +man has written the name, and there has then been a pause before +he wrote the address, which can only mean that he was not +familiar with it. It is, of course, a trifle, but there is +nothing so important as trifles. Let us now see the letter. Ha! +there has been an enclosure here!" + +"Yes, there was a ring. His signet-ring." + +"And you are sure that this is your husband's hand?" + +"One of his hands." + +"One?" + +"His hand when he wrote hurriedly. It is very unlike his usual +writing, and yet I know it well." + +"'Dearest do not be frightened. All will come well. There is a +huge error which it may take some little time to rectify. +Wait in patience.--NEVILLE.' Written in pencil upon the fly-leaf +of a book, octavo size, no water-mark. Hum! Posted to-day in +Gravesend by a man with a dirty thumb. Ha! And the flap has been +gummed, if I am not very much in error, by a person who had been +chewing tobacco. And you have no doubt that it is your husband's +hand, madam?" + +"None. Neville wrote those words." + +"And they were posted to-day at Gravesend. Well, Mrs. St. Clair, +the clouds lighten, though I should not venture to say that the +danger is over." + +"But he must be alive, Mr. Holmes." + +"Unless this is a clever forgery to put us on the wrong scent. +The ring, after all, proves nothing. It may have been taken from +him." + +"No, no; it is, it is his very own writing!" + +"Very well. It may, however, have been written on Monday and only +posted to-day." + +"That is possible." + +"If so, much may have happened between." + +"Oh, you must not discourage me, Mr. Holmes. I know that all is +well with him. There is so keen a sympathy between us that I +should know if evil came upon him. On the very day that I saw him +last he cut himself in the bedroom, and yet I in the dining-room +rushed upstairs instantly with the utmost certainty that +something had happened. Do you think that I would respond to such +a trifle and yet be ignorant of his death?" + +"I have seen too much not to know that the impression of a woman +may be more valuable than the conclusion of an analytical +reasoner. And in this letter you certainly have a very strong +piece of evidence to corroborate your view. But if your husband +is alive and able to write letters, why should he remain away +from you?" + +"I cannot imagine. It is unthinkable." + +"And on Monday he made no remarks before leaving you?" + +"No." + +"And you were surprised to see him in Swandam Lane?" + +"Very much so." + +"Was the window open?" + +"Yes." + +"Then he might have called to you?" + +"He might." + +"He only, as I understand, gave an inarticulate cry?" + +"Yes." + +"A call for help, you thought?" + +"Yes. He waved his hands." + +"But it might have been a cry of surprise. Astonishment at the +unexpected sight of you might cause him to throw up his hands?" + +"It is possible." + +"And you thought he was pulled back?" + +"He disappeared so suddenly." + +"He might have leaped back. You did not see anyone else in the +room?" + +"No, but this horrible man confessed to having been there, and +the Lascar was at the foot of the stairs." + +"Quite so. Your husband, as far as you could see, had his +ordinary clothes on?" + +"But without his collar or tie. I distinctly saw his bare +throat." + +"Had he ever spoken of Swandam Lane?" + +"Never." + +"Had he ever showed any signs of having taken opium?" + +"Never." + +"Thank you, Mrs. St. Clair. Those are the principal points about +which I wished to be absolutely clear. We shall now have a little +supper and then retire, for we may have a very busy day +to-morrow." + +A large and comfortable double-bedded room had been placed at our +disposal, and I was quickly between the sheets, for I was weary +after my night of adventure. Sherlock Holmes was a man, however, +who, when he had an unsolved problem upon his mind, would go for +days, and even for a week, without rest, turning it over, +rearranging his facts, looking at it from every point of view +until he had either fathomed it or convinced himself that his +data were insufficient. It was soon evident to me that he was now +preparing for an all-night sitting. He took off his coat and +waistcoat, put on a large blue dressing-gown, and then wandered +about the room collecting pillows from his bed and cushions from +the sofa and armchairs. With these he constructed a sort of +Eastern divan, upon which he perched himself cross-legged, with +an ounce of shag tobacco and a box of matches laid out in front +of him. In the dim light of the lamp I saw him sitting there, an +old briar pipe between his lips, his eyes fixed vacantly upon the +corner of the ceiling, the blue smoke curling up from him, +silent, motionless, with the light shining upon his strong-set +aquiline features. So he sat as I dropped off to sleep, and so he +sat when a sudden ejaculation caused me to wake up, and I found +the summer sun shining into the apartment. The pipe was still +between his lips, the smoke still curled upward, and the room was +full of a dense tobacco haze, but nothing remained of the heap of +shag which I had seen upon the previous night. + +"Awake, Watson?" he asked. + +"Yes." + +"Game for a morning drive?" + +"Certainly." + +"Then dress. No one is stirring yet, but I know where the +stable-boy sleeps, and we shall soon have the trap out." He +chuckled to himself as he spoke, his eyes twinkled, and he seemed +a different man to the sombre thinker of the previous night. + +As I dressed I glanced at my watch. It was no wonder that no one +was stirring. It was twenty-five minutes past four. I had hardly +finished when Holmes returned with the news that the boy was +putting in the horse. + +"I want to test a little theory of mine," said he, pulling on his +boots. "I think, Watson, that you are now standing in the +presence of one of the most absolute fools in Europe. I deserve +to be kicked from here to Charing Cross. But I think I have the +key of the affair now." + +"And where is it?" I asked, smiling. + +"In the bathroom," he answered. "Oh, yes, I am not joking," he +continued, seeing my look of incredulity. "I have just been +there, and I have taken it out, and I have got it in this +Gladstone bag. Come on, my boy, and we shall see whether it will +not fit the lock." + +We made our way downstairs as quietly as possible, and out into +the bright morning sunshine. In the road stood our horse and +trap, with the half-clad stable-boy waiting at the head. We both +sprang in, and away we dashed down the London Road. A few country +carts were stirring, bearing in vegetables to the metropolis, but +the lines of villas on either side were as silent and lifeless as +some city in a dream. + +"It has been in some points a singular case," said Holmes, +flicking the horse on into a gallop. "I confess that I have been +as blind as a mole, but it is better to learn wisdom late than +never to learn it at all." + +In town the earliest risers were just beginning to look sleepily +from their windows as we drove through the streets of the Surrey +side. Passing down the Waterloo Bridge Road we crossed over the +river, and dashing up Wellington Street wheeled sharply to the +right and found ourselves in Bow Street. Sherlock Holmes was well +known to the force, and the two constables at the door saluted +him. One of them held the horse's head while the other led us in. + +"Who is on duty?" asked Holmes. + +"Inspector Bradstreet, sir." + +"Ah, Bradstreet, how are you?" A tall, stout official had come +down the stone-flagged passage, in a peaked cap and frogged +jacket. "I wish to have a quiet word with you, Bradstreet." +"Certainly, Mr. Holmes. Step into my room here." It was a small, +office-like room, with a huge ledger upon the table, and a +telephone projecting from the wall. The inspector sat down at his +desk. + +"What can I do for you, Mr. Holmes?" + +"I called about that beggarman, Boone--the one who was charged +with being concerned in the disappearance of Mr. Neville St. +Clair, of Lee." + +"Yes. He was brought up and remanded for further inquiries." + +"So I heard. You have him here?" + +"In the cells." + +"Is he quiet?" + +"Oh, he gives no trouble. But he is a dirty scoundrel." + +"Dirty?" + +"Yes, it is all we can do to make him wash his hands, and his +face is as black as a tinker's. Well, when once his case has been +settled, he will have a regular prison bath; and I think, if you +saw him, you would agree with me that he needed it." + +"I should like to see him very much." + +"Would you? That is easily done. Come this way. You can leave +your bag." + +"No, I think that I'll take it." + +"Very good. Come this way, if you please." He led us down a +passage, opened a barred door, passed down a winding stair, and +brought us to a whitewashed corridor with a line of doors on each +side. + +"The third on the right is his," said the inspector. "Here it +is!" He quietly shot back a panel in the upper part of the door +and glanced through. + +"He is asleep," said he. "You can see him very well." + +We both put our eyes to the grating. The prisoner lay with his +face towards us, in a very deep sleep, breathing slowly and +heavily. He was a middle-sized man, coarsely clad as became his +calling, with a coloured shirt protruding through the rent in his +tattered coat. He was, as the inspector had said, extremely +dirty, but the grime which covered his face could not conceal its +repulsive ugliness. A broad wheal from an old scar ran right +across it from eye to chin, and by its contraction had turned up +one side of the upper lip, so that three teeth were exposed in a +perpetual snarl. A shock of very bright red hair grew low over +his eyes and forehead. + +"He's a beauty, isn't he?" said the inspector. + +"He certainly needs a wash," remarked Holmes. "I had an idea that +he might, and I took the liberty of bringing the tools with me." +He opened the Gladstone bag as he spoke, and took out, to my +astonishment, a very large bath-sponge. + +"He! he! You are a funny one," chuckled the inspector. + +"Now, if you will have the great goodness to open that door very +quietly, we will soon make him cut a much more respectable +figure." + +"Well, I don't know why not," said the inspector. "He doesn't +look a credit to the Bow Street cells, does he?" He slipped his +key into the lock, and we all very quietly entered the cell. The +sleeper half turned, and then settled down once more into a deep +slumber. Holmes stooped to the water-jug, moistened his sponge, +and then rubbed it twice vigorously across and down the +prisoner's face. + +"Let me introduce you," he shouted, "to Mr. Neville St. Clair, of +Lee, in the county of Kent." + +Never in my life have I seen such a sight. The man's face peeled +off under the sponge like the bark from a tree. Gone was the +coarse brown tint! Gone, too, was the horrid scar which had +seamed it across, and the twisted lip which had given the +repulsive sneer to the face! A twitch brought away the tangled +red hair, and there, sitting up in his bed, was a pale, +sad-faced, refined-looking man, black-haired and smooth-skinned, +rubbing his eyes and staring about him with sleepy bewilderment. +Then suddenly realising the exposure, he broke into a scream and +threw himself down with his face to the pillow. + +"Great heavens!" cried the inspector, "it is, indeed, the missing +man. I know him from the photograph." + +The prisoner turned with the reckless air of a man who abandons +himself to his destiny. "Be it so," said he. "And pray what am I +charged with?" + +"With making away with Mr. Neville St.-- Oh, come, you can't be +charged with that unless they make a case of attempted suicide of +it," said the inspector with a grin. "Well, I have been +twenty-seven years in the force, but this really takes the cake." + +"If I am Mr. Neville St. Clair, then it is obvious that no crime +has been committed, and that, therefore, I am illegally +detained." + +"No crime, but a very great error has been committed," said +Holmes. "You would have done better to have trusted your wife." + +"It was not the wife; it was the children," groaned the prisoner. +"God help me, I would not have them ashamed of their father. My +God! What an exposure! What can I do?" + +Sherlock Holmes sat down beside him on the couch and patted him +kindly on the shoulder. + +"If you leave it to a court of law to clear the matter up," said +he, "of course you can hardly avoid publicity. On the other hand, +if you convince the police authorities that there is no possible +case against you, I do not know that there is any reason that the +details should find their way into the papers. Inspector +Bradstreet would, I am sure, make notes upon anything which you +might tell us and submit it to the proper authorities. The case +would then never go into court at all." + +"God bless you!" cried the prisoner passionately. "I would have +endured imprisonment, ay, even execution, rather than have left +my miserable secret as a family blot to my children. + +"You are the first who have ever heard my story. My father was a +schoolmaster in Chesterfield, where I received an excellent +education. I travelled in my youth, took to the stage, and +finally became a reporter on an evening paper in London. One day +my editor wished to have a series of articles upon begging in the +metropolis, and I volunteered to supply them. There was the point +from which all my adventures started. It was only by trying +begging as an amateur that I could get the facts upon which to +base my articles. When an actor I had, of course, learned all the +secrets of making up, and had been famous in the green-room for +my skill. I took advantage now of my attainments. I painted my +face, and to make myself as pitiable as possible I made a good +scar and fixed one side of my lip in a twist by the aid of a +small slip of flesh-coloured plaster. Then with a red head of +hair, and an appropriate dress, I took my station in the business +part of the city, ostensibly as a match-seller but really as a +beggar. For seven hours I plied my trade, and when I returned +home in the evening I found to my surprise that I had received no +less than 26s. 4d. + +"I wrote my articles and thought little more of the matter until, +some time later, I backed a bill for a friend and had a writ +served upon me for 25 pounds. I was at my wit's end where to get +the money, but a sudden idea came to me. I begged a fortnight's +grace from the creditor, asked for a holiday from my employers, +and spent the time in begging in the City under my disguise. In +ten days I had the money and had paid the debt. + +"Well, you can imagine how hard it was to settle down to arduous +work at 2 pounds a week when I knew that I could earn as much in +a day by smearing my face with a little paint, laying my cap on +the ground, and sitting still. It was a long fight between my +pride and the money, but the dollars won at last, and I threw up +reporting and sat day after day in the corner which I had first +chosen, inspiring pity by my ghastly face and filling my pockets +with coppers. Only one man knew my secret. He was the keeper of a +low den in which I used to lodge in Swandam Lane, where I could +every morning emerge as a squalid beggar and in the evenings +transform myself into a well-dressed man about town. This fellow, +a Lascar, was well paid by me for his rooms, so that I knew that +my secret was safe in his possession. + +"Well, very soon I found that I was saving considerable sums of +money. I do not mean that any beggar in the streets of London +could earn 700 pounds a year--which is less than my average +takings--but I had exceptional advantages in my power of making +up, and also in a facility of repartee, which improved by +practice and made me quite a recognised character in the City. +All day a stream of pennies, varied by silver, poured in upon me, +and it was a very bad day in which I failed to take 2 pounds. + +"As I grew richer I grew more ambitious, took a house in the +country, and eventually married, without anyone having a +suspicion as to my real occupation. My dear wife knew that I had +business in the City. She little knew what. + +"Last Monday I had finished for the day and was dressing in my +room above the opium den when I looked out of my window and saw, +to my horror and astonishment, that my wife was standing in the +street, with her eyes fixed full upon me. I gave a cry of +surprise, threw up my arms to cover my face, and, rushing to my +confidant, the Lascar, entreated him to prevent anyone from +coming up to me. I heard her voice downstairs, but I knew that +she could not ascend. Swiftly I threw off my clothes, pulled on +those of a beggar, and put on my pigments and wig. Even a wife's +eyes could not pierce so complete a disguise. But then it +occurred to me that there might be a search in the room, and that +the clothes might betray me. I threw open the window, reopening +by my violence a small cut which I had inflicted upon myself in +the bedroom that morning. Then I seized my coat, which was +weighted by the coppers which I had just transferred to it from +the leather bag in which I carried my takings. I hurled it out of +the window, and it disappeared into the Thames. The other clothes +would have followed, but at that moment there was a rush of +constables up the stair, and a few minutes after I found, rather, +I confess, to my relief, that instead of being identified as Mr. +Neville St. Clair, I was arrested as his murderer. + +"I do not know that there is anything else for me to explain. I +was determined to preserve my disguise as long as possible, and +hence my preference for a dirty face. Knowing that my wife would +be terribly anxious, I slipped off my ring and confided it to the +Lascar at a moment when no constable was watching me, together +with a hurried scrawl, telling her that she had no cause to +fear." + +"That note only reached her yesterday," said Holmes. + +"Good God! What a week she must have spent!" + +"The police have watched this Lascar," said Inspector Bradstreet, +"and I can quite understand that he might find it difficult to +post a letter unobserved. Probably he handed it to some sailor +customer of his, who forgot all about it for some days." + +"That was it," said Holmes, nodding approvingly; "I have no doubt +of it. But have you never been prosecuted for begging?" + +"Many times; but what was a fine to me?" + +"It must stop here, however," said Bradstreet. "If the police are +to hush this thing up, there must be no more of Hugh Boone." + +"I have sworn it by the most solemn oaths which a man can take." + +"In that case I think that it is probable that no further steps +may be taken. But if you are found again, then all must come out. +I am sure, Mr. Holmes, that we are very much indebted to you for +having cleared the matter up. I wish I knew how you reach your +results." + +"I reached this one," said my friend, "by sitting upon five +pillows and consuming an ounce of shag. I think, Watson, that if +we drive to Baker Street we shall just be in time for breakfast." + + + +VII. THE ADVENTURE OF THE BLUE CARBUNCLE + +I had called upon my friend Sherlock Holmes upon the second +morning after Christmas, with the intention of wishing him the +compliments of the season. He was lounging upon the sofa in a +purple dressing-gown, a pipe-rack within his reach upon the +right, and a pile of crumpled morning papers, evidently newly +studied, near at hand. Beside the couch was a wooden chair, and +on the angle of the back hung a very seedy and disreputable +hard-felt hat, much the worse for wear, and cracked in several +places. A lens and a forceps lying upon the seat of the chair +suggested that the hat had been suspended in this manner for the +purpose of examination. + +"You are engaged," said I; "perhaps I interrupt you." + +"Not at all. I am glad to have a friend with whom I can discuss +my results. The matter is a perfectly trivial one"--he jerked his +thumb in the direction of the old hat--"but there are points in +connection with it which are not entirely devoid of interest and +even of instruction." + +I seated myself in his armchair and warmed my hands before his +crackling fire, for a sharp frost had set in, and the windows +were thick with the ice crystals. "I suppose," I remarked, "that, +homely as it looks, this thing has some deadly story linked on to +it--that it is the clue which will guide you in the solution of +some mystery and the punishment of some crime." + +"No, no. No crime," said Sherlock Holmes, laughing. "Only one of +those whimsical little incidents which will happen when you have +four million human beings all jostling each other within the +space of a few square miles. Amid the action and reaction of so +dense a swarm of humanity, every possible combination of events +may be expected to take place, and many a little problem will be +presented which may be striking and bizarre without being +criminal. We have already had experience of such." + +"So much so," I remarked, "that of the last six cases which I +have added to my notes, three have been entirely free of any +legal crime." + +"Precisely. You allude to my attempt to recover the Irene Adler +papers, to the singular case of Miss Mary Sutherland, and to the +adventure of the man with the twisted lip. Well, I have no doubt +that this small matter will fall into the same innocent category. +You know Peterson, the commissionaire?" + +"Yes." + +"It is to him that this trophy belongs." + +"It is his hat." + +"No, no, he found it. Its owner is unknown. I beg that you will +look upon it not as a battered billycock but as an intellectual +problem. And, first, as to how it came here. It arrived upon +Christmas morning, in company with a good fat goose, which is, I +have no doubt, roasting at this moment in front of Peterson's +fire. The facts are these: about four o'clock on Christmas +morning, Peterson, who, as you know, is a very honest fellow, was +returning from some small jollification and was making his way +homeward down Tottenham Court Road. In front of him he saw, in +the gaslight, a tallish man, walking with a slight stagger, and +carrying a white goose slung over his shoulder. As he reached the +corner of Goodge Street, a row broke out between this stranger +and a little knot of roughs. One of the latter knocked off the +man's hat, on which he raised his stick to defend himself and, +swinging it over his head, smashed the shop window behind him. +Peterson had rushed forward to protect the stranger from his +assailants; but the man, shocked at having broken the window, and +seeing an official-looking person in uniform rushing towards him, +dropped his goose, took to his heels, and vanished amid the +labyrinth of small streets which lie at the back of Tottenham +Court Road. The roughs had also fled at the appearance of +Peterson, so that he was left in possession of the field of +battle, and also of the spoils of victory in the shape of this +battered hat and a most unimpeachable Christmas goose." + +"Which surely he restored to their owner?" + +"My dear fellow, there lies the problem. It is true that 'For +Mrs. Henry Baker' was printed upon a small card which was tied to +the bird's left leg, and it is also true that the initials 'H. +B.' are legible upon the lining of this hat, but as there are +some thousands of Bakers, and some hundreds of Henry Bakers in +this city of ours, it is not easy to restore lost property to any +one of them." + +"What, then, did Peterson do?" + +"He brought round both hat and goose to me on Christmas morning, +knowing that even the smallest problems are of interest to me. +The goose we retained until this morning, when there were signs +that, in spite of the slight frost, it would be well that it +should be eaten without unnecessary delay. Its finder has carried +it off, therefore, to fulfil the ultimate destiny of a goose, +while I continue to retain the hat of the unknown gentleman who +lost his Christmas dinner." + +"Did he not advertise?" + +"No." + +"Then, what clue could you have as to his identity?" + +"Only as much as we can deduce." + +"From his hat?" + +"Precisely." + +"But you are joking. What can you gather from this old battered +felt?" + +"Here is my lens. You know my methods. What can you gather +yourself as to the individuality of the man who has worn this +article?" + +I took the tattered object in my hands and turned it over rather +ruefully. It was a very ordinary black hat of the usual round +shape, hard and much the worse for wear. The lining had been of +red silk, but was a good deal discoloured. There was no maker's +name; but, as Holmes had remarked, the initials "H. B." were +scrawled upon one side. It was pierced in the brim for a +hat-securer, but the elastic was missing. For the rest, it was +cracked, exceedingly dusty, and spotted in several places, +although there seemed to have been some attempt to hide the +discoloured patches by smearing them with ink. + +"I can see nothing," said I, handing it back to my friend. + +"On the contrary, Watson, you can see everything. You fail, +however, to reason from what you see. You are too timid in +drawing your inferences." + +"Then, pray tell me what it is that you can infer from this hat?" + +He picked it up and gazed at it in the peculiar introspective +fashion which was characteristic of him. "It is perhaps less +suggestive than it might have been," he remarked, "and yet there +are a few inferences which are very distinct, and a few others +which represent at least a strong balance of probability. That +the man was highly intellectual is of course obvious upon the +face of it, and also that he was fairly well-to-do within the +last three years, although he has now fallen upon evil days. He +had foresight, but has less now than formerly, pointing to a +moral retrogression, which, when taken with the decline of his +fortunes, seems to indicate some evil influence, probably drink, +at work upon him. This may account also for the obvious fact that +his wife has ceased to love him." + +"My dear Holmes!" + +"He has, however, retained some degree of self-respect," he +continued, disregarding my remonstrance. "He is a man who leads a +sedentary life, goes out little, is out of training entirely, is +middle-aged, has grizzled hair which he has had cut within the +last few days, and which he anoints with lime-cream. These are +the more patent facts which are to be deduced from his hat. Also, +by the way, that it is extremely improbable that he has gas laid +on in his house." + +"You are certainly joking, Holmes." + +"Not in the least. Is it possible that even now, when I give you +these results, you are unable to see how they are attained?" + +"I have no doubt that I am very stupid, but I must confess that I +am unable to follow you. For example, how did you deduce that +this man was intellectual?" + +For answer Holmes clapped the hat upon his head. It came right +over the forehead and settled upon the bridge of his nose. "It is +a question of cubic capacity," said he; "a man with so large a +brain must have something in it." + +"The decline of his fortunes, then?" + +"This hat is three years old. These flat brims curled at the edge +came in then. It is a hat of the very best quality. Look at the +band of ribbed silk and the excellent lining. If this man could +afford to buy so expensive a hat three years ago, and has had no +hat since, then he has assuredly gone down in the world." + +"Well, that is clear enough, certainly. But how about the +foresight and the moral retrogression?" + +Sherlock Holmes laughed. "Here is the foresight," said he putting +his finger upon the little disc and loop of the hat-securer. +"They are never sold upon hats. If this man ordered one, it is a +sign of a certain amount of foresight, since he went out of his +way to take this precaution against the wind. But since we see +that he has broken the elastic and has not troubled to replace +it, it is obvious that he has less foresight now than formerly, +which is a distinct proof of a weakening nature. On the other +hand, he has endeavoured to conceal some of these stains upon the +felt by daubing them with ink, which is a sign that he has not +entirely lost his self-respect." + +"Your reasoning is certainly plausible." + +"The further points, that he is middle-aged, that his hair is +grizzled, that it has been recently cut, and that he uses +lime-cream, are all to be gathered from a close examination of the +lower part of the lining. The lens discloses a large number of +hair-ends, clean cut by the scissors of the barber. They all +appear to be adhesive, and there is a distinct odour of +lime-cream. This dust, you will observe, is not the gritty, grey +dust of the street but the fluffy brown dust of the house, +showing that it has been hung up indoors most of the time, while +the marks of moisture upon the inside are proof positive that the +wearer perspired very freely, and could therefore, hardly be in +the best of training." + +"But his wife--you said that she had ceased to love him." + +"This hat has not been brushed for weeks. When I see you, my dear +Watson, with a week's accumulation of dust upon your hat, and +when your wife allows you to go out in such a state, I shall fear +that you also have been unfortunate enough to lose your wife's +affection." + +"But he might be a bachelor." + +"Nay, he was bringing home the goose as a peace-offering to his +wife. Remember the card upon the bird's leg." + +"You have an answer to everything. But how on earth do you deduce +that the gas is not laid on in his house?" + +"One tallow stain, or even two, might come by chance; but when I +see no less than five, I think that there can be little doubt +that the individual must be brought into frequent contact with +burning tallow--walks upstairs at night probably with his hat in +one hand and a guttering candle in the other. Anyhow, he never +got tallow-stains from a gas-jet. Are you satisfied?" + +"Well, it is very ingenious," said I, laughing; "but since, as +you said just now, there has been no crime committed, and no harm +done save the loss of a goose, all this seems to be rather a +waste of energy." + +Sherlock Holmes had opened his mouth to reply, when the door flew +open, and Peterson, the commissionaire, rushed into the apartment +with flushed cheeks and the face of a man who is dazed with +astonishment. + +"The goose, Mr. Holmes! The goose, sir!" he gasped. + +"Eh? What of it, then? Has it returned to life and flapped off +through the kitchen window?" Holmes twisted himself round upon +the sofa to get a fairer view of the man's excited face. + +"See here, sir! See what my wife found in its crop!" He held out +his hand and displayed upon the centre of the palm a brilliantly +scintillating blue stone, rather smaller than a bean in size, but +of such purity and radiance that it twinkled like an electric +point in the dark hollow of his hand. + +Sherlock Holmes sat up with a whistle. "By Jove, Peterson!" said +he, "this is treasure trove indeed. I suppose you know what you +have got?" + +"A diamond, sir? A precious stone. It cuts into glass as though +it were putty." + +"It's more than a precious stone. It is the precious stone." + +"Not the Countess of Morcar's blue carbuncle!" I ejaculated. + +"Precisely so. I ought to know its size and shape, seeing that I +have read the advertisement about it in The Times every day +lately. It is absolutely unique, and its value can only be +conjectured, but the reward offered of 1000 pounds is certainly +not within a twentieth part of the market price." + +"A thousand pounds! Great Lord of mercy!" The commissionaire +plumped down into a chair and stared from one to the other of us. + +"That is the reward, and I have reason to know that there are +sentimental considerations in the background which would induce +the Countess to part with half her fortune if she could but +recover the gem." + +"It was lost, if I remember aright, at the Hotel Cosmopolitan," I +remarked. + +"Precisely so, on December 22nd, just five days ago. John Horner, +a plumber, was accused of having abstracted it from the lady's +jewel-case. The evidence against him was so strong that the case +has been referred to the Assizes. I have some account of the +matter here, I believe." He rummaged amid his newspapers, +glancing over the dates, until at last he smoothed one out, +doubled it over, and read the following paragraph: + +"Hotel Cosmopolitan Jewel Robbery. John Horner, 26, plumber, was +brought up upon the charge of having upon the 22nd inst., +abstracted from the jewel-case of the Countess of Morcar the +valuable gem known as the blue carbuncle. James Ryder, +upper-attendant at the hotel, gave his evidence to the effect +that he had shown Horner up to the dressing-room of the Countess +of Morcar upon the day of the robbery in order that he might +solder the second bar of the grate, which was loose. He had +remained with Horner some little time, but had finally been +called away. On returning, he found that Horner had disappeared, +that the bureau had been forced open, and that the small morocco +casket in which, as it afterwards transpired, the Countess was +accustomed to keep her jewel, was lying empty upon the +dressing-table. Ryder instantly gave the alarm, and Horner was +arrested the same evening; but the stone could not be found +either upon his person or in his rooms. Catherine Cusack, maid to +the Countess, deposed to having heard Ryder's cry of dismay on +discovering the robbery, and to having rushed into the room, +where she found matters as described by the last witness. +Inspector Bradstreet, B division, gave evidence as to the arrest +of Horner, who struggled frantically, and protested his innocence +in the strongest terms. Evidence of a previous conviction for +robbery having been given against the prisoner, the magistrate +refused to deal summarily with the offence, but referred it to +the Assizes. Horner, who had shown signs of intense emotion +during the proceedings, fainted away at the conclusion and was +carried out of court." + +"Hum! So much for the police-court," said Holmes thoughtfully, +tossing aside the paper. "The question for us now to solve is the +sequence of events leading from a rifled jewel-case at one end to +the crop of a goose in Tottenham Court Road at the other. You +see, Watson, our little deductions have suddenly assumed a much +more important and less innocent aspect. Here is the stone; the +stone came from the goose, and the goose came from Mr. Henry +Baker, the gentleman with the bad hat and all the other +characteristics with which I have bored you. So now we must set +ourselves very seriously to finding this gentleman and +ascertaining what part he has played in this little mystery. To +do this, we must try the simplest means first, and these lie +undoubtedly in an advertisement in all the evening papers. If +this fail, I shall have recourse to other methods." + +"What will you say?" + +"Give me a pencil and that slip of paper. Now, then: 'Found at +the corner of Goodge Street, a goose and a black felt hat. Mr. +Henry Baker can have the same by applying at 6:30 this evening at +221B, Baker Street.' That is clear and concise." + +"Very. But will he see it?" + +"Well, he is sure to keep an eye on the papers, since, to a poor +man, the loss was a heavy one. He was clearly so scared by his +mischance in breaking the window and by the approach of Peterson +that he thought of nothing but flight, but since then he must +have bitterly regretted the impulse which caused him to drop his +bird. Then, again, the introduction of his name will cause him to +see it, for everyone who knows him will direct his attention to +it. Here you are, Peterson, run down to the advertising agency +and have this put in the evening papers." + +"In which, sir?" + +"Oh, in the Globe, Star, Pall Mall, St. James's, Evening News, +Standard, Echo, and any others that occur to you." + +"Very well, sir. And this stone?" + +"Ah, yes, I shall keep the stone. Thank you. And, I say, +Peterson, just buy a goose on your way back and leave it here +with me, for we must have one to give to this gentleman in place +of the one which your family is now devouring." + +When the commissionaire had gone, Holmes took up the stone and +held it against the light. "It's a bonny thing," said he. "Just +see how it glints and sparkles. Of course it is a nucleus and +focus of crime. Every good stone is. They are the devil's pet +baits. In the larger and older jewels every facet may stand for a +bloody deed. This stone is not yet twenty years old. It was found +in the banks of the Amoy River in southern China and is remarkable +in having every characteristic of the carbuncle, save that it is +blue in shade instead of ruby red. In spite of its youth, it has +already a sinister history. There have been two murders, a +vitriol-throwing, a suicide, and several robberies brought about +for the sake of this forty-grain weight of crystallised charcoal. +Who would think that so pretty a toy would be a purveyor to the +gallows and the prison? I'll lock it up in my strong box now and +drop a line to the Countess to say that we have it." + +"Do you think that this man Horner is innocent?" + +"I cannot tell." + +"Well, then, do you imagine that this other one, Henry Baker, had +anything to do with the matter?" + +"It is, I think, much more likely that Henry Baker is an +absolutely innocent man, who had no idea that the bird which he +was carrying was of considerably more value than if it were made +of solid gold. That, however, I shall determine by a very simple +test if we have an answer to our advertisement." + +"And you can do nothing until then?" + +"Nothing." + +"In that case I shall continue my professional round. But I shall +come back in the evening at the hour you have mentioned, for I +should like to see the solution of so tangled a business." + +"Very glad to see you. I dine at seven. There is a woodcock, I +believe. By the way, in view of recent occurrences, perhaps I +ought to ask Mrs. Hudson to examine its crop." + +I had been delayed at a case, and it was a little after half-past +six when I found myself in Baker Street once more. As I +approached the house I saw a tall man in a Scotch bonnet with a +coat which was buttoned up to his chin waiting outside in the +bright semicircle which was thrown from the fanlight. Just as I +arrived the door was opened, and we were shown up together to +Holmes' room. + +"Mr. Henry Baker, I believe," said he, rising from his armchair +and greeting his visitor with the easy air of geniality which he +could so readily assume. "Pray take this chair by the fire, Mr. +Baker. It is a cold night, and I observe that your circulation is +more adapted for summer than for winter. Ah, Watson, you have +just come at the right time. Is that your hat, Mr. Baker?" + +"Yes, sir, that is undoubtedly my hat." + +He was a large man with rounded shoulders, a massive head, and a +broad, intelligent face, sloping down to a pointed beard of +grizzled brown. A touch of red in nose and cheeks, with a slight +tremor of his extended hand, recalled Holmes' surmise as to his +habits. His rusty black frock-coat was buttoned right up in +front, with the collar turned up, and his lank wrists protruded +from his sleeves without a sign of cuff or shirt. He spoke in a +slow staccato fashion, choosing his words with care, and gave the +impression generally of a man of learning and letters who had had +ill-usage at the hands of fortune. + +"We have retained these things for some days," said Holmes, +"because we expected to see an advertisement from you giving your +address. I am at a loss to know now why you did not advertise." + +Our visitor gave a rather shamefaced laugh. "Shillings have not +been so plentiful with me as they once were," he remarked. "I had +no doubt that the gang of roughs who assaulted me had carried off +both my hat and the bird. I did not care to spend more money in a +hopeless attempt at recovering them." + +"Very naturally. By the way, about the bird, we were compelled to +eat it." + +"To eat it!" Our visitor half rose from his chair in his +excitement. + +"Yes, it would have been of no use to anyone had we not done so. +But I presume that this other goose upon the sideboard, which is +about the same weight and perfectly fresh, will answer your +purpose equally well?" + +"Oh, certainly, certainly," answered Mr. Baker with a sigh of +relief. + +"Of course, we still have the feathers, legs, crop, and so on of +your own bird, so if you wish--" + +The man burst into a hearty laugh. "They might be useful to me as +relics of my adventure," said he, "but beyond that I can hardly +see what use the disjecta membra of my late acquaintance are +going to be to me. No, sir, I think that, with your permission, I +will confine my attentions to the excellent bird which I perceive +upon the sideboard." + +Sherlock Holmes glanced sharply across at me with a slight shrug +of his shoulders. + +"There is your hat, then, and there your bird," said he. "By the +way, would it bore you to tell me where you got the other one +from? I am somewhat of a fowl fancier, and I have seldom seen a +better grown goose." + +"Certainly, sir," said Baker, who had risen and tucked his newly +gained property under his arm. "There are a few of us who +frequent the Alpha Inn, near the Museum--we are to be found in +the Museum itself during the day, you understand. This year our +good host, Windigate by name, instituted a goose club, by which, +on consideration of some few pence every week, we were each to +receive a bird at Christmas. My pence were duly paid, and the +rest is familiar to you. I am much indebted to you, sir, for a +Scotch bonnet is fitted neither to my years nor my gravity." With +a comical pomposity of manner he bowed solemnly to both of us and +strode off upon his way. + +"So much for Mr. Henry Baker," said Holmes when he had closed the +door behind him. "It is quite certain that he knows nothing +whatever about the matter. Are you hungry, Watson?" + +"Not particularly." + +"Then I suggest that we turn our dinner into a supper and follow +up this clue while it is still hot." + +"By all means." + +It was a bitter night, so we drew on our ulsters and wrapped +cravats about our throats. Outside, the stars were shining coldly +in a cloudless sky, and the breath of the passers-by blew out +into smoke like so many pistol shots. Our footfalls rang out +crisply and loudly as we swung through the doctors' quarter, +Wimpole Street, Harley Street, and so through Wigmore Street into +Oxford Street. In a quarter of an hour we were in Bloomsbury at +the Alpha Inn, which is a small public-house at the corner of one +of the streets which runs down into Holborn. Holmes pushed open +the door of the private bar and ordered two glasses of beer from +the ruddy-faced, white-aproned landlord. + +"Your beer should be excellent if it is as good as your geese," +said he. + +"My geese!" The man seemed surprised. + +"Yes. I was speaking only half an hour ago to Mr. Henry Baker, +who was a member of your goose club." + +"Ah! yes, I see. But you see, sir, them's not our geese." + +"Indeed! Whose, then?" + +"Well, I got the two dozen from a salesman in Covent Garden." + +"Indeed? I know some of them. Which was it?" + +"Breckinridge is his name." + +"Ah! I don't know him. Well, here's your good health landlord, +and prosperity to your house. Good-night." + +"Now for Mr. Breckinridge," he continued, buttoning up his coat +as we came out into the frosty air. "Remember, Watson that though +we have so homely a thing as a goose at one end of this chain, we +have at the other a man who will certainly get seven years' penal +servitude unless we can establish his innocence. It is possible +that our inquiry may but confirm his guilt; but, in any case, we +have a line of investigation which has been missed by the police, +and which a singular chance has placed in our hands. Let us +follow it out to the bitter end. Faces to the south, then, and +quick march!" + +We passed across Holborn, down Endell Street, and so through a +zigzag of slums to Covent Garden Market. One of the largest +stalls bore the name of Breckinridge upon it, and the proprietor +a horsey-looking man, with a sharp face and trim side-whiskers was +helping a boy to put up the shutters. + +"Good-evening. It's a cold night," said Holmes. + +The salesman nodded and shot a questioning glance at my +companion. + +"Sold out of geese, I see," continued Holmes, pointing at the +bare slabs of marble. + +"Let you have five hundred to-morrow morning." + +"That's no good." + +"Well, there are some on the stall with the gas-flare." + +"Ah, but I was recommended to you." + +"Who by?" + +"The landlord of the Alpha." + +"Oh, yes; I sent him a couple of dozen." + +"Fine birds they were, too. Now where did you get them from?" + +To my surprise the question provoked a burst of anger from the +salesman. + +"Now, then, mister," said he, with his head cocked and his arms +akimbo, "what are you driving at? Let's have it straight, now." + +"It is straight enough. I should like to know who sold you the +geese which you supplied to the Alpha." + +"Well then, I shan't tell you. So now!" + +"Oh, it is a matter of no importance; but I don't know why you +should be so warm over such a trifle." + +"Warm! You'd be as warm, maybe, if you were as pestered as I am. +When I pay good money for a good article there should be an end +of the business; but it's 'Where are the geese?' and 'Who did you +sell the geese to?' and 'What will you take for the geese?' One +would think they were the only geese in the world, to hear the +fuss that is made over them." + +"Well, I have no connection with any other people who have been +making inquiries," said Holmes carelessly. "If you won't tell us +the bet is off, that is all. But I'm always ready to back my +opinion on a matter of fowls, and I have a fiver on it that the +bird I ate is country bred." + +"Well, then, you've lost your fiver, for it's town bred," snapped +the salesman. + +"It's nothing of the kind." + +"I say it is." + +"I don't believe it." + +"D'you think you know more about fowls than I, who have handled +them ever since I was a nipper? I tell you, all those birds that +went to the Alpha were town bred." + +"You'll never persuade me to believe that." + +"Will you bet, then?" + +"It's merely taking your money, for I know that I am right. But +I'll have a sovereign on with you, just to teach you not to be +obstinate." + +The salesman chuckled grimly. "Bring me the books, Bill," said +he. + +The small boy brought round a small thin volume and a great +greasy-backed one, laying them out together beneath the hanging +lamp. + +"Now then, Mr. Cocksure," said the salesman, "I thought that I +was out of geese, but before I finish you'll find that there is +still one left in my shop. You see this little book?" + +"Well?" + +"That's the list of the folk from whom I buy. D'you see? Well, +then, here on this page are the country folk, and the numbers +after their names are where their accounts are in the big ledger. +Now, then! You see this other page in red ink? Well, that is a +list of my town suppliers. Now, look at that third name. Just +read it out to me." + +"Mrs. Oakshott, 117, Brixton Road--249," read Holmes. + +"Quite so. Now turn that up in the ledger." + +Holmes turned to the page indicated. "Here you are, 'Mrs. +Oakshott, 117, Brixton Road, egg and poultry supplier.'" + +"Now, then, what's the last entry?" + +"'December 22nd. Twenty-four geese at 7s. 6d.'" + +"Quite so. There you are. And underneath?" + +"'Sold to Mr. Windigate of the Alpha, at 12s.'" + +"What have you to say now?" + +Sherlock Holmes looked deeply chagrined. He drew a sovereign from +his pocket and threw it down upon the slab, turning away with the +air of a man whose disgust is too deep for words. A few yards off +he stopped under a lamp-post and laughed in the hearty, noiseless +fashion which was peculiar to him. + +"When you see a man with whiskers of that cut and the 'Pink 'un' +protruding out of his pocket, you can always draw him by a bet," +said he. "I daresay that if I had put 100 pounds down in front of +him, that man would not have given me such complete information +as was drawn from him by the idea that he was doing me on a +wager. Well, Watson, we are, I fancy, nearing the end of our +quest, and the only point which remains to be determined is +whether we should go on to this Mrs. Oakshott to-night, or +whether we should reserve it for to-morrow. It is clear from what +that surly fellow said that there are others besides ourselves +who are anxious about the matter, and I should--" + +His remarks were suddenly cut short by a loud hubbub which broke +out from the stall which we had just left. Turning round we saw a +little rat-faced fellow standing in the centre of the circle of +yellow light which was thrown by the swinging lamp, while +Breckinridge, the salesman, framed in the door of his stall, was +shaking his fists fiercely at the cringing figure. + +"I've had enough of you and your geese," he shouted. "I wish you +were all at the devil together. If you come pestering me any more +with your silly talk I'll set the dog at you. You bring Mrs. +Oakshott here and I'll answer her, but what have you to do with +it? Did I buy the geese off you?" + +"No; but one of them was mine all the same," whined the little +man. + +"Well, then, ask Mrs. Oakshott for it." + +"She told me to ask you." + +"Well, you can ask the King of Proosia, for all I care. I've had +enough of it. Get out of this!" He rushed fiercely forward, and +the inquirer flitted away into the darkness. + +"Ha! this may save us a visit to Brixton Road," whispered Holmes. +"Come with me, and we will see what is to be made of this +fellow." Striding through the scattered knots of people who +lounged round the flaring stalls, my companion speedily overtook +the little man and touched him upon the shoulder. He sprang +round, and I could see in the gas-light that every vestige of +colour had been driven from his face. + +"Who are you, then? What do you want?" he asked in a quavering +voice. + +"You will excuse me," said Holmes blandly, "but I could not help +overhearing the questions which you put to the salesman just now. +I think that I could be of assistance to you." + +"You? Who are you? How could you know anything of the matter?" + +"My name is Sherlock Holmes. It is my business to know what other +people don't know." + +"But you can know nothing of this?" + +"Excuse me, I know everything of it. You are endeavouring to +trace some geese which were sold by Mrs. Oakshott, of Brixton +Road, to a salesman named Breckinridge, by him in turn to Mr. +Windigate, of the Alpha, and by him to his club, of which Mr. +Henry Baker is a member." + +"Oh, sir, you are the very man whom I have longed to meet," cried +the little fellow with outstretched hands and quivering fingers. +"I can hardly explain to you how interested I am in this matter." + +Sherlock Holmes hailed a four-wheeler which was passing. "In that +case we had better discuss it in a cosy room rather than in this +wind-swept market-place," said he. "But pray tell me, before we +go farther, who it is that I have the pleasure of assisting." + +The man hesitated for an instant. "My name is John Robinson," he +answered with a sidelong glance. + +"No, no; the real name," said Holmes sweetly. "It is always +awkward doing business with an alias." + +A flush sprang to the white cheeks of the stranger. "Well then," +said he, "my real name is James Ryder." + +"Precisely so. Head attendant at the Hotel Cosmopolitan. Pray +step into the cab, and I shall soon be able to tell you +everything which you would wish to know." + +The little man stood glancing from one to the other of us with +half-frightened, half-hopeful eyes, as one who is not sure +whether he is on the verge of a windfall or of a catastrophe. +Then he stepped into the cab, and in half an hour we were back in +the sitting-room at Baker Street. Nothing had been said during +our drive, but the high, thin breathing of our new companion, and +the claspings and unclaspings of his hands, spoke of the nervous +tension within him. + +"Here we are!" said Holmes cheerily as we filed into the room. +"The fire looks very seasonable in this weather. You look cold, +Mr. Ryder. Pray take the basket-chair. I will just put on my +slippers before we settle this little matter of yours. Now, then! +You want to know what became of those geese?" + +"Yes, sir." + +"Or rather, I fancy, of that goose. It was one bird, I imagine in +which you were interested--white, with a black bar across the +tail." + +Ryder quivered with emotion. "Oh, sir," he cried, "can you tell +me where it went to?" + +"It came here." + +"Here?" + +"Yes, and a most remarkable bird it proved. I don't wonder that +you should take an interest in it. It laid an egg after it was +dead--the bonniest, brightest little blue egg that ever was seen. +I have it here in my museum." + +Our visitor staggered to his feet and clutched the mantelpiece +with his right hand. Holmes unlocked his strong-box and held up +the blue carbuncle, which shone out like a star, with a cold, +brilliant, many-pointed radiance. Ryder stood glaring with a +drawn face, uncertain whether to claim or to disown it. + +"The game's up, Ryder," said Holmes quietly. "Hold up, man, or +you'll be into the fire! Give him an arm back into his chair, +Watson. He's not got blood enough to go in for felony with +impunity. Give him a dash of brandy. So! Now he looks a little +more human. What a shrimp it is, to be sure!" + +For a moment he had staggered and nearly fallen, but the brandy +brought a tinge of colour into his cheeks, and he sat staring +with frightened eyes at his accuser. + +"I have almost every link in my hands, and all the proofs which I +could possibly need, so there is little which you need tell me. +Still, that little may as well be cleared up to make the case +complete. You had heard, Ryder, of this blue stone of the +Countess of Morcar's?" + +"It was Catherine Cusack who told me of it," said he in a +crackling voice. + +"I see--her ladyship's waiting-maid. Well, the temptation of +sudden wealth so easily acquired was too much for you, as it has +been for better men before you; but you were not very scrupulous +in the means you used. It seems to me, Ryder, that there is the +making of a very pretty villain in you. You knew that this man +Horner, the plumber, had been concerned in some such matter +before, and that suspicion would rest the more readily upon him. +What did you do, then? You made some small job in my lady's +room--you and your confederate Cusack--and you managed that he +should be the man sent for. Then, when he had left, you rifled +the jewel-case, raised the alarm, and had this unfortunate man +arrested. You then--" + +Ryder threw himself down suddenly upon the rug and clutched at my +companion's knees. "For God's sake, have mercy!" he shrieked. +"Think of my father! Of my mother! It would break their hearts. I +never went wrong before! I never will again. I swear it. I'll +swear it on a Bible. Oh, don't bring it into court! For Christ's +sake, don't!" + +"Get back into your chair!" said Holmes sternly. "It is very well +to cringe and crawl now, but you thought little enough of this +poor Horner in the dock for a crime of which he knew nothing." + +"I will fly, Mr. Holmes. I will leave the country, sir. Then the +charge against him will break down." + +"Hum! We will talk about that. And now let us hear a true account +of the next act. How came the stone into the goose, and how came +the goose into the open market? Tell us the truth, for there lies +your only hope of safety." + +Ryder passed his tongue over his parched lips. "I will tell you +it just as it happened, sir," said he. "When Horner had been +arrested, it seemed to me that it would be best for me to get +away with the stone at once, for I did not know at what moment +the police might not take it into their heads to search me and my +room. There was no place about the hotel where it would be safe. +I went out, as if on some commission, and I made for my sister's +house. She had married a man named Oakshott, and lived in Brixton +Road, where she fattened fowls for the market. All the way there +every man I met seemed to me to be a policeman or a detective; +and, for all that it was a cold night, the sweat was pouring down +my face before I came to the Brixton Road. My sister asked me +what was the matter, and why I was so pale; but I told her that I +had been upset by the jewel robbery at the hotel. Then I went +into the back yard and smoked a pipe and wondered what it would +be best to do. + +"I had a friend once called Maudsley, who went to the bad, and +has just been serving his time in Pentonville. One day he had met +me, and fell into talk about the ways of thieves, and how they +could get rid of what they stole. I knew that he would be true to +me, for I knew one or two things about him; so I made up my mind +to go right on to Kilburn, where he lived, and take him into my +confidence. He would show me how to turn the stone into money. +But how to get to him in safety? I thought of the agonies I had +gone through in coming from the hotel. I might at any moment be +seized and searched, and there would be the stone in my waistcoat +pocket. I was leaning against the wall at the time and looking at +the geese which were waddling about round my feet, and suddenly +an idea came into my head which showed me how I could beat the +best detective that ever lived. + +"My sister had told me some weeks before that I might have the +pick of her geese for a Christmas present, and I knew that she +was always as good as her word. I would take my goose now, and in +it I would carry my stone to Kilburn. There was a little shed in +the yard, and behind this I drove one of the birds--a fine big +one, white, with a barred tail. I caught it, and prying its bill +open, I thrust the stone down its throat as far as my finger +could reach. The bird gave a gulp, and I felt the stone pass +along its gullet and down into its crop. But the creature flapped +and struggled, and out came my sister to know what was the +matter. As I turned to speak to her the brute broke loose and +fluttered off among the others. + +"'Whatever were you doing with that bird, Jem?' says she. + +"'Well,' said I, 'you said you'd give me one for Christmas, and I +was feeling which was the fattest.' + +"'Oh,' says she, 'we've set yours aside for you--Jem's bird, we +call it. It's the big white one over yonder. There's twenty-six +of them, which makes one for you, and one for us, and two dozen +for the market.' + +"'Thank you, Maggie,' says I; 'but if it is all the same to you, +I'd rather have that one I was handling just now.' + +"'The other is a good three pound heavier,' said she, 'and we +fattened it expressly for you.' + +"'Never mind. I'll have the other, and I'll take it now,' said I. + +"'Oh, just as you like,' said she, a little huffed. 'Which is it +you want, then?' + +"'That white one with the barred tail, right in the middle of the +flock.' + +"'Oh, very well. Kill it and take it with you.' + +"Well, I did what she said, Mr. Holmes, and I carried the bird +all the way to Kilburn. I told my pal what I had done, for he was +a man that it was easy to tell a thing like that to. He laughed +until he choked, and we got a knife and opened the goose. My +heart turned to water, for there was no sign of the stone, and I +knew that some terrible mistake had occurred. I left the bird, +rushed back to my sister's, and hurried into the back yard. There +was not a bird to be seen there. + +"'Where are they all, Maggie?' I cried. + +"'Gone to the dealer's, Jem.' + +"'Which dealer's?' + +"'Breckinridge, of Covent Garden.' + +"'But was there another with a barred tail?' I asked, 'the same +as the one I chose?' + +"'Yes, Jem; there were two barred-tailed ones, and I could never +tell them apart.' + +"Well, then, of course I saw it all, and I ran off as hard as my +feet would carry me to this man Breckinridge; but he had sold the +lot at once, and not one word would he tell me as to where they +had gone. You heard him yourselves to-night. Well, he has always +answered me like that. My sister thinks that I am going mad. +Sometimes I think that I am myself. And now--and now I am myself +a branded thief, without ever having touched the wealth for which +I sold my character. God help me! God help me!" He burst into +convulsive sobbing, with his face buried in his hands. + +There was a long silence, broken only by his heavy breathing and +by the measured tapping of Sherlock Holmes' finger-tips upon the +edge of the table. Then my friend rose and threw open the door. + +"Get out!" said he. + +"What, sir! Oh, Heaven bless you!" + +"No more words. Get out!" + +And no more words were needed. There was a rush, a clatter upon +the stairs, the bang of a door, and the crisp rattle of running +footfalls from the street. + +"After all, Watson," said Holmes, reaching up his hand for his +clay pipe, "I am not retained by the police to supply their +deficiencies. If Horner were in danger it would be another thing; +but this fellow will not appear against him, and the case must +collapse. I suppose that I am commuting a felony, but it is just +possible that I am saving a soul. This fellow will not go wrong +again; he is too terribly frightened. Send him to gaol now, and +you make him a gaol-bird for life. Besides, it is the season of +forgiveness. Chance has put in our way a most singular and +whimsical problem, and its solution is its own reward. If you +will have the goodness to touch the bell, Doctor, we will begin +another investigation, in which, also a bird will be the chief +feature." + + + +VIII. THE ADVENTURE OF THE SPECKLED BAND + +On glancing over my notes of the seventy odd cases in which I +have during the last eight years studied the methods of my friend +Sherlock Holmes, I find many tragic, some comic, a large number +merely strange, but none commonplace; for, working as he did +rather for the love of his art than for the acquirement of +wealth, he refused to associate himself with any investigation +which did not tend towards the unusual, and even the fantastic. +Of all these varied cases, however, I cannot recall any which +presented more singular features than that which was associated +with the well-known Surrey family of the Roylotts of Stoke Moran. +The events in question occurred in the early days of my +association with Holmes, when we were sharing rooms as bachelors +in Baker Street. It is possible that I might have placed them +upon record before, but a promise of secrecy was made at the +time, from which I have only been freed during the last month by +the untimely death of the lady to whom the pledge was given. It +is perhaps as well that the facts should now come to light, for I +have reasons to know that there are widespread rumours as to the +death of Dr. Grimesby Roylott which tend to make the matter even +more terrible than the truth. + +It was early in April in the year '83 that I woke one morning to +find Sherlock Holmes standing, fully dressed, by the side of my +bed. He was a late riser, as a rule, and as the clock on the +mantelpiece showed me that it was only a quarter-past seven, I +blinked up at him in some surprise, and perhaps just a little +resentment, for I was myself regular in my habits. + +"Very sorry to knock you up, Watson," said he, "but it's the +common lot this morning. Mrs. Hudson has been knocked up, she +retorted upon me, and I on you." + +"What is it, then--a fire?" + +"No; a client. It seems that a young lady has arrived in a +considerable state of excitement, who insists upon seeing me. She +is waiting now in the sitting-room. Now, when young ladies wander +about the metropolis at this hour of the morning, and knock +sleepy people up out of their beds, I presume that it is +something very pressing which they have to communicate. Should it +prove to be an interesting case, you would, I am sure, wish to +follow it from the outset. I thought, at any rate, that I should +call you and give you the chance." + +"My dear fellow, I would not miss it for anything." + +I had no keener pleasure than in following Holmes in his +professional investigations, and in admiring the rapid +deductions, as swift as intuitions, and yet always founded on a +logical basis with which he unravelled the problems which were +submitted to him. I rapidly threw on my clothes and was ready in +a few minutes to accompany my friend down to the sitting-room. A +lady dressed in black and heavily veiled, who had been sitting in +the window, rose as we entered. + +"Good-morning, madam," said Holmes cheerily. "My name is Sherlock +Holmes. This is my intimate friend and associate, Dr. Watson, +before whom you can speak as freely as before myself. Ha! I am +glad to see that Mrs. Hudson has had the good sense to light the +fire. Pray draw up to it, and I shall order you a cup of hot +coffee, for I observe that you are shivering." + +"It is not cold which makes me shiver," said the woman in a low +voice, changing her seat as requested. + +"What, then?" + +"It is fear, Mr. Holmes. It is terror." She raised her veil as +she spoke, and we could see that she was indeed in a pitiable +state of agitation, her face all drawn and grey, with restless +frightened eyes, like those of some hunted animal. Her features +and figure were those of a woman of thirty, but her hair was shot +with premature grey, and her expression was weary and haggard. +Sherlock Holmes ran her over with one of his quick, +all-comprehensive glances. + +"You must not fear," said he soothingly, bending forward and +patting her forearm. "We shall soon set matters right, I have no +doubt. You have come in by train this morning, I see." + +"You know me, then?" + +"No, but I observe the second half of a return ticket in the palm +of your left glove. You must have started early, and yet you had +a good drive in a dog-cart, along heavy roads, before you reached +the station." + +The lady gave a violent start and stared in bewilderment at my +companion. + +"There is no mystery, my dear madam," said he, smiling. "The left +arm of your jacket is spattered with mud in no less than seven +places. The marks are perfectly fresh. There is no vehicle save a +dog-cart which throws up mud in that way, and then only when you +sit on the left-hand side of the driver." + +"Whatever your reasons may be, you are perfectly correct," said +she. "I started from home before six, reached Leatherhead at +twenty past, and came in by the first train to Waterloo. Sir, I +can stand this strain no longer; I shall go mad if it continues. +I have no one to turn to--none, save only one, who cares for me, +and he, poor fellow, can be of little aid. I have heard of you, +Mr. Holmes; I have heard of you from Mrs. Farintosh, whom you +helped in the hour of her sore need. It was from her that I had +your address. Oh, sir, do you not think that you could help me, +too, and at least throw a little light through the dense darkness +which surrounds me? At present it is out of my power to reward +you for your services, but in a month or six weeks I shall be +married, with the control of my own income, and then at least you +shall not find me ungrateful." + +Holmes turned to his desk and, unlocking it, drew out a small +case-book, which he consulted. + +"Farintosh," said he. "Ah yes, I recall the case; it was +concerned with an opal tiara. I think it was before your time, +Watson. I can only say, madam, that I shall be happy to devote +the same care to your case as I did to that of your friend. As to +reward, my profession is its own reward; but you are at liberty +to defray whatever expenses I may be put to, at the time which +suits you best. And now I beg that you will lay before us +everything that may help us in forming an opinion upon the +matter." + +"Alas!" replied our visitor, "the very horror of my situation +lies in the fact that my fears are so vague, and my suspicions +depend so entirely upon small points, which might seem trivial to +another, that even he to whom of all others I have a right to +look for help and advice looks upon all that I tell him about it +as the fancies of a nervous woman. He does not say so, but I can +read it from his soothing answers and averted eyes. But I have +heard, Mr. Holmes, that you can see deeply into the manifold +wickedness of the human heart. You may advise me how to walk amid +the dangers which encompass me." + +"I am all attention, madam." + +"My name is Helen Stoner, and I am living with my stepfather, who +is the last survivor of one of the oldest Saxon families in +England, the Roylotts of Stoke Moran, on the western border of +Surrey." + +Holmes nodded his head. "The name is familiar to me," said he. + +"The family was at one time among the richest in England, and the +estates extended over the borders into Berkshire in the north, +and Hampshire in the west. In the last century, however, four +successive heirs were of a dissolute and wasteful disposition, +and the family ruin was eventually completed by a gambler in the +days of the Regency. Nothing was left save a few acres of ground, +and the two-hundred-year-old house, which is itself crushed under +a heavy mortgage. The last squire dragged out his existence +there, living the horrible life of an aristocratic pauper; but +his only son, my stepfather, seeing that he must adapt himself to +the new conditions, obtained an advance from a relative, which +enabled him to take a medical degree and went out to Calcutta, +where, by his professional skill and his force of character, he +established a large practice. In a fit of anger, however, caused +by some robberies which had been perpetrated in the house, he +beat his native butler to death and narrowly escaped a capital +sentence. As it was, he suffered a long term of imprisonment and +afterwards returned to England a morose and disappointed man. + +"When Dr. Roylott was in India he married my mother, Mrs. Stoner, +the young widow of Major-General Stoner, of the Bengal Artillery. +My sister Julia and I were twins, and we were only two years old +at the time of my mother's re-marriage. She had a considerable +sum of money--not less than 1000 pounds a year--and this she +bequeathed to Dr. Roylott entirely while we resided with him, +with a provision that a certain annual sum should be allowed to +each of us in the event of our marriage. Shortly after our return +to England my mother died--she was killed eight years ago in a +railway accident near Crewe. Dr. Roylott then abandoned his +attempts to establish himself in practice in London and took us +to live with him in the old ancestral house at Stoke Moran. The +money which my mother had left was enough for all our wants, and +there seemed to be no obstacle to our happiness. + +"But a terrible change came over our stepfather about this time. +Instead of making friends and exchanging visits with our +neighbours, who had at first been overjoyed to see a Roylott of +Stoke Moran back in the old family seat, he shut himself up in +his house and seldom came out save to indulge in ferocious +quarrels with whoever might cross his path. Violence of temper +approaching to mania has been hereditary in the men of the +family, and in my stepfather's case it had, I believe, been +intensified by his long residence in the tropics. A series of +disgraceful brawls took place, two of which ended in the +police-court, until at last he became the terror of the village, +and the folks would fly at his approach, for he is a man of +immense strength, and absolutely uncontrollable in his anger. + +"Last week he hurled the local blacksmith over a parapet into a +stream, and it was only by paying over all the money which I +could gather together that I was able to avert another public +exposure. He had no friends at all save the wandering gipsies, +and he would give these vagabonds leave to encamp upon the few +acres of bramble-covered land which represent the family estate, +and would accept in return the hospitality of their tents, +wandering away with them sometimes for weeks on end. He has a +passion also for Indian animals, which are sent over to him by a +correspondent, and he has at this moment a cheetah and a baboon, +which wander freely over his grounds and are feared by the +villagers almost as much as their master. + +"You can imagine from what I say that my poor sister Julia and I +had no great pleasure in our lives. No servant would stay with +us, and for a long time we did all the work of the house. She was +but thirty at the time of her death, and yet her hair had already +begun to whiten, even as mine has." + +"Your sister is dead, then?" + +"She died just two years ago, and it is of her death that I wish +to speak to you. You can understand that, living the life which I +have described, we were little likely to see anyone of our own +age and position. We had, however, an aunt, my mother's maiden +sister, Miss Honoria Westphail, who lives near Harrow, and we +were occasionally allowed to pay short visits at this lady's +house. Julia went there at Christmas two years ago, and met there +a half-pay major of marines, to whom she became engaged. My +stepfather learned of the engagement when my sister returned and +offered no objection to the marriage; but within a fortnight of +the day which had been fixed for the wedding, the terrible event +occurred which has deprived me of my only companion." + +Sherlock Holmes had been leaning back in his chair with his eyes +closed and his head sunk in a cushion, but he half opened his +lids now and glanced across at his visitor. + +"Pray be precise as to details," said he. + +"It is easy for me to be so, for every event of that dreadful +time is seared into my memory. The manor-house is, as I have +already said, very old, and only one wing is now inhabited. The +bedrooms in this wing are on the ground floor, the sitting-rooms +being in the central block of the buildings. Of these bedrooms +the first is Dr. Roylott's, the second my sister's, and the third +my own. There is no communication between them, but they all open +out into the same corridor. Do I make myself plain?" + +"Perfectly so." + +"The windows of the three rooms open out upon the lawn. That +fatal night Dr. Roylott had gone to his room early, though we +knew that he had not retired to rest, for my sister was troubled +by the smell of the strong Indian cigars which it was his custom +to smoke. She left her room, therefore, and came into mine, where +she sat for some time, chatting about her approaching wedding. At +eleven o'clock she rose to leave me, but she paused at the door +and looked back. + +"'Tell me, Helen,' said she, 'have you ever heard anyone whistle +in the dead of the night?' + +"'Never,' said I. + +"'I suppose that you could not possibly whistle, yourself, in +your sleep?' + +"'Certainly not. But why?' + +"'Because during the last few nights I have always, about three +in the morning, heard a low, clear whistle. I am a light sleeper, +and it has awakened me. I cannot tell where it came from--perhaps +from the next room, perhaps from the lawn. I thought that I would +just ask you whether you had heard it.' + +"'No, I have not. It must be those wretched gipsies in the +plantation.' + +"'Very likely. And yet if it were on the lawn, I wonder that you +did not hear it also.' + +"'Ah, but I sleep more heavily than you.' + +"'Well, it is of no great consequence, at any rate.' She smiled +back at me, closed my door, and a few moments later I heard her +key turn in the lock." + +"Indeed," said Holmes. "Was it your custom always to lock +yourselves in at night?" + +"Always." + +"And why?" + +"I think that I mentioned to you that the doctor kept a cheetah +and a baboon. We had no feeling of security unless our doors were +locked." + +"Quite so. Pray proceed with your statement." + +"I could not sleep that night. A vague feeling of impending +misfortune impressed me. My sister and I, you will recollect, +were twins, and you know how subtle are the links which bind two +souls which are so closely allied. It was a wild night. The wind +was howling outside, and the rain was beating and splashing +against the windows. Suddenly, amid all the hubbub of the gale, +there burst forth the wild scream of a terrified woman. I knew +that it was my sister's voice. I sprang from my bed, wrapped a +shawl round me, and rushed into the corridor. As I opened my door +I seemed to hear a low whistle, such as my sister described, and +a few moments later a clanging sound, as if a mass of metal had +fallen. As I ran down the passage, my sister's door was unlocked, +and revolved slowly upon its hinges. I stared at it +horror-stricken, not knowing what was about to issue from it. By +the light of the corridor-lamp I saw my sister appear at the +opening, her face blanched with terror, her hands groping for +help, her whole figure swaying to and fro like that of a +drunkard. I ran to her and threw my arms round her, but at that +moment her knees seemed to give way and she fell to the ground. +She writhed as one who is in terrible pain, and her limbs were +dreadfully convulsed. At first I thought that she had not +recognised me, but as I bent over her she suddenly shrieked out +in a voice which I shall never forget, 'Oh, my God! Helen! It was +the band! The speckled band!' There was something else which she +would fain have said, and she stabbed with her finger into the +air in the direction of the doctor's room, but a fresh convulsion +seized her and choked her words. I rushed out, calling loudly for +my stepfather, and I met him hastening from his room in his +dressing-gown. When he reached my sister's side she was +unconscious, and though he poured brandy down her throat and sent +for medical aid from the village, all efforts were in vain, for +she slowly sank and died without having recovered her +consciousness. Such was the dreadful end of my beloved sister." + +"One moment," said Holmes, "are you sure about this whistle and +metallic sound? Could you swear to it?" + +"That was what the county coroner asked me at the inquiry. It is +my strong impression that I heard it, and yet, among the crash of +the gale and the creaking of an old house, I may possibly have +been deceived." + +"Was your sister dressed?" + +"No, she was in her night-dress. In her right hand was found the +charred stump of a match, and in her left a match-box." + +"Showing that she had struck a light and looked about her when +the alarm took place. That is important. And what conclusions did +the coroner come to?" + +"He investigated the case with great care, for Dr. Roylott's +conduct had long been notorious in the county, but he was unable +to find any satisfactory cause of death. My evidence showed that +the door had been fastened upon the inner side, and the windows +were blocked by old-fashioned shutters with broad iron bars, +which were secured every night. The walls were carefully sounded, +and were shown to be quite solid all round, and the flooring was +also thoroughly examined, with the same result. The chimney is +wide, but is barred up by four large staples. It is certain, +therefore, that my sister was quite alone when she met her end. +Besides, there were no marks of any violence upon her." + +"How about poison?" + +"The doctors examined her for it, but without success." + +"What do you think that this unfortunate lady died of, then?" + +"It is my belief that she died of pure fear and nervous shock, +though what it was that frightened her I cannot imagine." + +"Were there gipsies in the plantation at the time?" + +"Yes, there are nearly always some there." + +"Ah, and what did you gather from this allusion to a band--a +speckled band?" + +"Sometimes I have thought that it was merely the wild talk of +delirium, sometimes that it may have referred to some band of +people, perhaps to these very gipsies in the plantation. I do not +know whether the spotted handkerchiefs which so many of them wear +over their heads might have suggested the strange adjective which +she used." + +Holmes shook his head like a man who is far from being satisfied. + +"These are very deep waters," said he; "pray go on with your +narrative." + +"Two years have passed since then, and my life has been until +lately lonelier than ever. A month ago, however, a dear friend, +whom I have known for many years, has done me the honour to ask +my hand in marriage. His name is Armitage--Percy Armitage--the +second son of Mr. Armitage, of Crane Water, near Reading. My +stepfather has offered no opposition to the match, and we are to +be married in the course of the spring. Two days ago some repairs +were started in the west wing of the building, and my bedroom +wall has been pierced, so that I have had to move into the +chamber in which my sister died, and to sleep in the very bed in +which she slept. Imagine, then, my thrill of terror when last +night, as I lay awake, thinking over her terrible fate, I +suddenly heard in the silence of the night the low whistle which +had been the herald of her own death. I sprang up and lit the +lamp, but nothing was to be seen in the room. I was too shaken to +go to bed again, however, so I dressed, and as soon as it was +daylight I slipped down, got a dog-cart at the Crown Inn, which +is opposite, and drove to Leatherhead, from whence I have come on +this morning with the one object of seeing you and asking your +advice." + +"You have done wisely," said my friend. "But have you told me +all?" + +"Yes, all." + +"Miss Roylott, you have not. You are screening your stepfather." + +"Why, what do you mean?" + +For answer Holmes pushed back the frill of black lace which +fringed the hand that lay upon our visitor's knee. Five little +livid spots, the marks of four fingers and a thumb, were printed +upon the white wrist. + +"You have been cruelly used," said Holmes. + +The lady coloured deeply and covered over her injured wrist. "He +is a hard man," she said, "and perhaps he hardly knows his own +strength." + +There was a long silence, during which Holmes leaned his chin +upon his hands and stared into the crackling fire. + +"This is a very deep business," he said at last. "There are a +thousand details which I should desire to know before I decide +upon our course of action. Yet we have not a moment to lose. If +we were to come to Stoke Moran to-day, would it be possible for +us to see over these rooms without the knowledge of your +stepfather?" + +"As it happens, he spoke of coming into town to-day upon some +most important business. It is probable that he will be away all +day, and that there would be nothing to disturb you. We have a +housekeeper now, but she is old and foolish, and I could easily +get her out of the way." + +"Excellent. You are not averse to this trip, Watson?" + +"By no means." + +"Then we shall both come. What are you going to do yourself?" + +"I have one or two things which I would wish to do now that I am +in town. But I shall return by the twelve o'clock train, so as to +be there in time for your coming." + +"And you may expect us early in the afternoon. I have myself some +small business matters to attend to. Will you not wait and +breakfast?" + +"No, I must go. My heart is lightened already since I have +confided my trouble to you. I shall look forward to seeing you +again this afternoon." She dropped her thick black veil over her +face and glided from the room. + +"And what do you think of it all, Watson?" asked Sherlock Holmes, +leaning back in his chair. + +"It seems to me to be a most dark and sinister business." + +"Dark enough and sinister enough." + +"Yet if the lady is correct in saying that the flooring and walls +are sound, and that the door, window, and chimney are impassable, +then her sister must have been undoubtedly alone when she met her +mysterious end." + +"What becomes, then, of these nocturnal whistles, and what of the +very peculiar words of the dying woman?" + +"I cannot think." + +"When you combine the ideas of whistles at night, the presence of +a band of gipsies who are on intimate terms with this old doctor, +the fact that we have every reason to believe that the doctor has +an interest in preventing his stepdaughter's marriage, the dying +allusion to a band, and, finally, the fact that Miss Helen Stoner +heard a metallic clang, which might have been caused by one of +those metal bars that secured the shutters falling back into its +place, I think that there is good ground to think that the +mystery may be cleared along those lines." + +"But what, then, did the gipsies do?" + +"I cannot imagine." + +"I see many objections to any such theory." + +"And so do I. It is precisely for that reason that we are going +to Stoke Moran this day. I want to see whether the objections are +fatal, or if they may be explained away. But what in the name of +the devil!" + +The ejaculation had been drawn from my companion by the fact that +our door had been suddenly dashed open, and that a huge man had +framed himself in the aperture. His costume was a peculiar +mixture of the professional and of the agricultural, having a +black top-hat, a long frock-coat, and a pair of high gaiters, +with a hunting-crop swinging in his hand. So tall was he that his +hat actually brushed the cross bar of the doorway, and his +breadth seemed to span it across from side to side. A large face, +seared with a thousand wrinkles, burned yellow with the sun, and +marked with every evil passion, was turned from one to the other +of us, while his deep-set, bile-shot eyes, and his high, thin, +fleshless nose, gave him somewhat the resemblance to a fierce old +bird of prey. + +"Which of you is Holmes?" asked this apparition. + +"My name, sir; but you have the advantage of me," said my +companion quietly. + +"I am Dr. Grimesby Roylott, of Stoke Moran." + +"Indeed, Doctor," said Holmes blandly. "Pray take a seat." + +"I will do nothing of the kind. My stepdaughter has been here. I +have traced her. What has she been saying to you?" + +"It is a little cold for the time of the year," said Holmes. + +"What has she been saying to you?" screamed the old man +furiously. + +"But I have heard that the crocuses promise well," continued my +companion imperturbably. + +"Ha! You put me off, do you?" said our new visitor, taking a step +forward and shaking his hunting-crop. "I know you, you scoundrel! +I have heard of you before. You are Holmes, the meddler." + +My friend smiled. + +"Holmes, the busybody!" + +His smile broadened. + +"Holmes, the Scotland Yard Jack-in-office!" + +Holmes chuckled heartily. "Your conversation is most +entertaining," said he. "When you go out close the door, for +there is a decided draught." + +"I will go when I have said my say. Don't you dare to meddle with +my affairs. I know that Miss Stoner has been here. I traced her! +I am a dangerous man to fall foul of! See here." He stepped +swiftly forward, seized the poker, and bent it into a curve with +his huge brown hands. + +"See that you keep yourself out of my grip," he snarled, and +hurling the twisted poker into the fireplace he strode out of the +room. + +"He seems a very amiable person," said Holmes, laughing. "I am +not quite so bulky, but if he had remained I might have shown him +that my grip was not much more feeble than his own." As he spoke +he picked up the steel poker and, with a sudden effort, +straightened it out again. + +"Fancy his having the insolence to confound me with the official +detective force! This incident gives zest to our investigation, +however, and I only trust that our little friend will not suffer +from her imprudence in allowing this brute to trace her. And now, +Watson, we shall order breakfast, and afterwards I shall walk +down to Doctors' Commons, where I hope to get some data which may +help us in this matter." + + +It was nearly one o'clock when Sherlock Holmes returned from his +excursion. He held in his hand a sheet of blue paper, scrawled +over with notes and figures. + +"I have seen the will of the deceased wife," said he. "To +determine its exact meaning I have been obliged to work out the +present prices of the investments with which it is concerned. The +total income, which at the time of the wife's death was little +short of 1100 pounds, is now, through the fall in agricultural +prices, not more than 750 pounds. Each daughter can claim an +income of 250 pounds, in case of marriage. It is evident, +therefore, that if both girls had married, this beauty would have +had a mere pittance, while even one of them would cripple him to +a very serious extent. My morning's work has not been wasted, +since it has proved that he has the very strongest motives for +standing in the way of anything of the sort. And now, Watson, +this is too serious for dawdling, especially as the old man is +aware that we are interesting ourselves in his affairs; so if you +are ready, we shall call a cab and drive to Waterloo. I should be +very much obliged if you would slip your revolver into your +pocket. An Eley's No. 2 is an excellent argument with gentlemen +who can twist steel pokers into knots. That and a tooth-brush +are, I think, all that we need." + +At Waterloo we were fortunate in catching a train for +Leatherhead, where we hired a trap at the station inn and drove +for four or five miles through the lovely Surrey lanes. It was a +perfect day, with a bright sun and a few fleecy clouds in the +heavens. The trees and wayside hedges were just throwing out +their first green shoots, and the air was full of the pleasant +smell of the moist earth. To me at least there was a strange +contrast between the sweet promise of the spring and this +sinister quest upon which we were engaged. My companion sat in +the front of the trap, his arms folded, his hat pulled down over +his eyes, and his chin sunk upon his breast, buried in the +deepest thought. Suddenly, however, he started, tapped me on the +shoulder, and pointed over the meadows. + +"Look there!" said he. + +A heavily timbered park stretched up in a gentle slope, +thickening into a grove at the highest point. From amid the +branches there jutted out the grey gables and high roof-tree of a +very old mansion. + +"Stoke Moran?" said he. + +"Yes, sir, that be the house of Dr. Grimesby Roylott," remarked +the driver. + +"There is some building going on there," said Holmes; "that is +where we are going." + +"There's the village," said the driver, pointing to a cluster of +roofs some distance to the left; "but if you want to get to the +house, you'll find it shorter to get over this stile, and so by +the foot-path over the fields. There it is, where the lady is +walking." + +"And the lady, I fancy, is Miss Stoner," observed Holmes, shading +his eyes. "Yes, I think we had better do as you suggest." + +We got off, paid our fare, and the trap rattled back on its way +to Leatherhead. + +"I thought it as well," said Holmes as we climbed the stile, +"that this fellow should think we had come here as architects, or +on some definite business. It may stop his gossip. +Good-afternoon, Miss Stoner. You see that we have been as good as +our word." + +Our client of the morning had hurried forward to meet us with a +face which spoke her joy. "I have been waiting so eagerly for +you," she cried, shaking hands with us warmly. "All has turned +out splendidly. Dr. Roylott has gone to town, and it is unlikely +that he will be back before evening." + +"We have had the pleasure of making the doctor's acquaintance," +said Holmes, and in a few words he sketched out what had +occurred. Miss Stoner turned white to the lips as she listened. + +"Good heavens!" she cried, "he has followed me, then." + +"So it appears." + +"He is so cunning that I never know when I am safe from him. What +will he say when he returns?" + +"He must guard himself, for he may find that there is someone +more cunning than himself upon his track. You must lock yourself +up from him to-night. If he is violent, we shall take you away to +your aunt's at Harrow. Now, we must make the best use of our +time, so kindly take us at once to the rooms which we are to +examine." + +The building was of grey, lichen-blotched stone, with a high +central portion and two curving wings, like the claws of a crab, +thrown out on each side. In one of these wings the windows were +broken and blocked with wooden boards, while the roof was partly +caved in, a picture of ruin. The central portion was in little +better repair, but the right-hand block was comparatively modern, +and the blinds in the windows, with the blue smoke curling up +from the chimneys, showed that this was where the family resided. +Some scaffolding had been erected against the end wall, and the +stone-work had been broken into, but there were no signs of any +workmen at the moment of our visit. Holmes walked slowly up and +down the ill-trimmed lawn and examined with deep attention the +outsides of the windows. + +"This, I take it, belongs to the room in which you used to sleep, +the centre one to your sister's, and the one next to the main +building to Dr. Roylott's chamber?" + +"Exactly so. But I am now sleeping in the middle one." + +"Pending the alterations, as I understand. By the way, there does +not seem to be any very pressing need for repairs at that end +wall." + +"There were none. I believe that it was an excuse to move me from +my room." + +"Ah! that is suggestive. Now, on the other side of this narrow +wing runs the corridor from which these three rooms open. There +are windows in it, of course?" + +"Yes, but very small ones. Too narrow for anyone to pass +through." + +"As you both locked your doors at night, your rooms were +unapproachable from that side. Now, would you have the kindness +to go into your room and bar your shutters?" + +Miss Stoner did so, and Holmes, after a careful examination +through the open window, endeavoured in every way to force the +shutter open, but without success. There was no slit through +which a knife could be passed to raise the bar. Then with his +lens he tested the hinges, but they were of solid iron, built +firmly into the massive masonry. "Hum!" said he, scratching his +chin in some perplexity, "my theory certainly presents some +difficulties. No one could pass these shutters if they were +bolted. Well, we shall see if the inside throws any light upon +the matter." + +A small side door led into the whitewashed corridor from which +the three bedrooms opened. Holmes refused to examine the third +chamber, so we passed at once to the second, that in which Miss +Stoner was now sleeping, and in which her sister had met with her +fate. It was a homely little room, with a low ceiling and a +gaping fireplace, after the fashion of old country-houses. A +brown chest of drawers stood in one corner, a narrow +white-counterpaned bed in another, and a dressing-table on the +left-hand side of the window. These articles, with two small +wicker-work chairs, made up all the furniture in the room save +for a square of Wilton carpet in the centre. The boards round and +the panelling of the walls were of brown, worm-eaten oak, so old +and discoloured that it may have dated from the original building +of the house. Holmes drew one of the chairs into a corner and sat +silent, while his eyes travelled round and round and up and down, +taking in every detail of the apartment. + +"Where does that bell communicate with?" he asked at last +pointing to a thick bell-rope which hung down beside the bed, the +tassel actually lying upon the pillow. + +"It goes to the housekeeper's room." + +"It looks newer than the other things?" + +"Yes, it was only put there a couple of years ago." + +"Your sister asked for it, I suppose?" + +"No, I never heard of her using it. We used always to get what we +wanted for ourselves." + +"Indeed, it seemed unnecessary to put so nice a bell-pull there. +You will excuse me for a few minutes while I satisfy myself as to +this floor." He threw himself down upon his face with his lens in +his hand and crawled swiftly backward and forward, examining +minutely the cracks between the boards. Then he did the same with +the wood-work with which the chamber was panelled. Finally he +walked over to the bed and spent some time in staring at it and +in running his eye up and down the wall. Finally he took the +bell-rope in his hand and gave it a brisk tug. + +"Why, it's a dummy," said he. + +"Won't it ring?" + +"No, it is not even attached to a wire. This is very interesting. +You can see now that it is fastened to a hook just above where +the little opening for the ventilator is." + +"How very absurd! I never noticed that before." + +"Very strange!" muttered Holmes, pulling at the rope. "There are +one or two very singular points about this room. For example, +what a fool a builder must be to open a ventilator into another +room, when, with the same trouble, he might have communicated +with the outside air!" + +"That is also quite modern," said the lady. + +"Done about the same time as the bell-rope?" remarked Holmes. + +"Yes, there were several little changes carried out about that +time." + +"They seem to have been of a most interesting character--dummy +bell-ropes, and ventilators which do not ventilate. With your +permission, Miss Stoner, we shall now carry our researches into +the inner apartment." + +Dr. Grimesby Roylott's chamber was larger than that of his +step-daughter, but was as plainly furnished. A camp-bed, a small +wooden shelf full of books, mostly of a technical character, an +armchair beside the bed, a plain wooden chair against the wall, a +round table, and a large iron safe were the principal things +which met the eye. Holmes walked slowly round and examined each +and all of them with the keenest interest. + +"What's in here?" he asked, tapping the safe. + +"My stepfather's business papers." + +"Oh! you have seen inside, then?" + +"Only once, some years ago. I remember that it was full of +papers." + +"There isn't a cat in it, for example?" + +"No. What a strange idea!" + +"Well, look at this!" He took up a small saucer of milk which +stood on the top of it. + +"No; we don't keep a cat. But there is a cheetah and a baboon." + +"Ah, yes, of course! Well, a cheetah is just a big cat, and yet a +saucer of milk does not go very far in satisfying its wants, I +daresay. There is one point which I should wish to determine." He +squatted down in front of the wooden chair and examined the seat +of it with the greatest attention. + +"Thank you. That is quite settled," said he, rising and putting +his lens in his pocket. "Hullo! Here is something interesting!" + +The object which had caught his eye was a small dog lash hung on +one corner of the bed. The lash, however, was curled upon itself +and tied so as to make a loop of whipcord. + +"What do you make of that, Watson?" + +"It's a common enough lash. But I don't know why it should be +tied." + +"That is not quite so common, is it? Ah, me! it's a wicked world, +and when a clever man turns his brains to crime it is the worst +of all. I think that I have seen enough now, Miss Stoner, and +with your permission we shall walk out upon the lawn." + +I had never seen my friend's face so grim or his brow so dark as +it was when we turned from the scene of this investigation. We +had walked several times up and down the lawn, neither Miss +Stoner nor myself liking to break in upon his thoughts before he +roused himself from his reverie. + +"It is very essential, Miss Stoner," said he, "that you should +absolutely follow my advice in every respect." + +"I shall most certainly do so." + +"The matter is too serious for any hesitation. Your life may +depend upon your compliance." + +"I assure you that I am in your hands." + +"In the first place, both my friend and I must spend the night in +your room." + +Both Miss Stoner and I gazed at him in astonishment. + +"Yes, it must be so. Let me explain. I believe that that is the +village inn over there?" + +"Yes, that is the Crown." + +"Very good. Your windows would be visible from there?" + +"Certainly." + +"You must confine yourself to your room, on pretence of a +headache, when your stepfather comes back. Then when you hear him +retire for the night, you must open the shutters of your window, +undo the hasp, put your lamp there as a signal to us, and then +withdraw quietly with everything which you are likely to want +into the room which you used to occupy. I have no doubt that, in +spite of the repairs, you could manage there for one night." + +"Oh, yes, easily." + +"The rest you will leave in our hands." + +"But what will you do?" + +"We shall spend the night in your room, and we shall investigate +the cause of this noise which has disturbed you." + +"I believe, Mr. Holmes, that you have already made up your mind," +said Miss Stoner, laying her hand upon my companion's sleeve. + +"Perhaps I have." + +"Then, for pity's sake, tell me what was the cause of my sister's +death." + +"I should prefer to have clearer proofs before I speak." + +"You can at least tell me whether my own thought is correct, and +if she died from some sudden fright." + +"No, I do not think so. I think that there was probably some more +tangible cause. And now, Miss Stoner, we must leave you for if +Dr. Roylott returned and saw us our journey would be in vain. +Good-bye, and be brave, for if you will do what I have told you, +you may rest assured that we shall soon drive away the dangers +that threaten you." + +Sherlock Holmes and I had no difficulty in engaging a bedroom and +sitting-room at the Crown Inn. They were on the upper floor, and +from our window we could command a view of the avenue gate, and +of the inhabited wing of Stoke Moran Manor House. At dusk we saw +Dr. Grimesby Roylott drive past, his huge form looming up beside +the little figure of the lad who drove him. The boy had some +slight difficulty in undoing the heavy iron gates, and we heard +the hoarse roar of the doctor's voice and saw the fury with which +he shook his clinched fists at him. The trap drove on, and a few +minutes later we saw a sudden light spring up among the trees as +the lamp was lit in one of the sitting-rooms. + +"Do you know, Watson," said Holmes as we sat together in the +gathering darkness, "I have really some scruples as to taking you +to-night. There is a distinct element of danger." + +"Can I be of assistance?" + +"Your presence might be invaluable." + +"Then I shall certainly come." + +"It is very kind of you." + +"You speak of danger. You have evidently seen more in these rooms +than was visible to me." + +"No, but I fancy that I may have deduced a little more. I imagine +that you saw all that I did." + +"I saw nothing remarkable save the bell-rope, and what purpose +that could answer I confess is more than I can imagine." + +"You saw the ventilator, too?" + +"Yes, but I do not think that it is such a very unusual thing to +have a small opening between two rooms. It was so small that a +rat could hardly pass through." + +"I knew that we should find a ventilator before ever we came to +Stoke Moran." + +"My dear Holmes!" + +"Oh, yes, I did. You remember in her statement she said that her +sister could smell Dr. Roylott's cigar. Now, of course that +suggested at once that there must be a communication between the +two rooms. It could only be a small one, or it would have been +remarked upon at the coroner's inquiry. I deduced a ventilator." + +"But what harm can there be in that?" + +"Well, there is at least a curious coincidence of dates. A +ventilator is made, a cord is hung, and a lady who sleeps in the +bed dies. Does not that strike you?" + +"I cannot as yet see any connection." + +"Did you observe anything very peculiar about that bed?" + +"No." + +"It was clamped to the floor. Did you ever see a bed fastened +like that before?" + +"I cannot say that I have." + +"The lady could not move her bed. It must always be in the same +relative position to the ventilator and to the rope--or so we may +call it, since it was clearly never meant for a bell-pull." + +"Holmes," I cried, "I seem to see dimly what you are hinting at. +We are only just in time to prevent some subtle and horrible +crime." + +"Subtle enough and horrible enough. When a doctor does go wrong +he is the first of criminals. He has nerve and he has knowledge. +Palmer and Pritchard were among the heads of their profession. +This man strikes even deeper, but I think, Watson, that we shall +be able to strike deeper still. But we shall have horrors enough +before the night is over; for goodness' sake let us have a quiet +pipe and turn our minds for a few hours to something more +cheerful." + + +About nine o'clock the light among the trees was extinguished, +and all was dark in the direction of the Manor House. Two hours +passed slowly away, and then, suddenly, just at the stroke of +eleven, a single bright light shone out right in front of us. + +"That is our signal," said Holmes, springing to his feet; "it +comes from the middle window." + +As we passed out he exchanged a few words with the landlord, +explaining that we were going on a late visit to an acquaintance, +and that it was possible that we might spend the night there. A +moment later we were out on the dark road, a chill wind blowing +in our faces, and one yellow light twinkling in front of us +through the gloom to guide us on our sombre errand. + +There was little difficulty in entering the grounds, for +unrepaired breaches gaped in the old park wall. Making our way +among the trees, we reached the lawn, crossed it, and were about +to enter through the window when out from a clump of laurel +bushes there darted what seemed to be a hideous and distorted +child, who threw itself upon the grass with writhing limbs and +then ran swiftly across the lawn into the darkness. + +"My God!" I whispered; "did you see it?" + +Holmes was for the moment as startled as I. His hand closed like +a vice upon my wrist in his agitation. Then he broke into a low +laugh and put his lips to my ear. + +"It is a nice household," he murmured. "That is the baboon." + +I had forgotten the strange pets which the doctor affected. There +was a cheetah, too; perhaps we might find it upon our shoulders +at any moment. I confess that I felt easier in my mind when, +after following Holmes' example and slipping off my shoes, I +found myself inside the bedroom. My companion noiselessly closed +the shutters, moved the lamp onto the table, and cast his eyes +round the room. All was as we had seen it in the daytime. Then +creeping up to me and making a trumpet of his hand, he whispered +into my ear again so gently that it was all that I could do to +distinguish the words: + +"The least sound would be fatal to our plans." + +I nodded to show that I had heard. + +"We must sit without light. He would see it through the +ventilator." + +I nodded again. + +"Do not go asleep; your very life may depend upon it. Have your +pistol ready in case we should need it. I will sit on the side of +the bed, and you in that chair." + +I took out my revolver and laid it on the corner of the table. + +Holmes had brought up a long thin cane, and this he placed upon +the bed beside him. By it he laid the box of matches and the +stump of a candle. Then he turned down the lamp, and we were left +in darkness. + +How shall I ever forget that dreadful vigil? I could not hear a +sound, not even the drawing of a breath, and yet I knew that my +companion sat open-eyed, within a few feet of me, in the same +state of nervous tension in which I was myself. The shutters cut +off the least ray of light, and we waited in absolute darkness. + +From outside came the occasional cry of a night-bird, and once at +our very window a long drawn catlike whine, which told us that +the cheetah was indeed at liberty. Far away we could hear the +deep tones of the parish clock, which boomed out every quarter of +an hour. How long they seemed, those quarters! Twelve struck, and +one and two and three, and still we sat waiting silently for +whatever might befall. + +Suddenly there was the momentary gleam of a light up in the +direction of the ventilator, which vanished immediately, but was +succeeded by a strong smell of burning oil and heated metal. +Someone in the next room had lit a dark-lantern. I heard a gentle +sound of movement, and then all was silent once more, though the +smell grew stronger. For half an hour I sat with straining ears. +Then suddenly another sound became audible--a very gentle, +soothing sound, like that of a small jet of steam escaping +continually from a kettle. The instant that we heard it, Holmes +sprang from the bed, struck a match, and lashed furiously with +his cane at the bell-pull. + +"You see it, Watson?" he yelled. "You see it?" + +But I saw nothing. At the moment when Holmes struck the light I +heard a low, clear whistle, but the sudden glare flashing into my +weary eyes made it impossible for me to tell what it was at which +my friend lashed so savagely. I could, however, see that his face +was deadly pale and filled with horror and loathing. He had +ceased to strike and was gazing up at the ventilator when +suddenly there broke from the silence of the night the most +horrible cry to which I have ever listened. It swelled up louder +and louder, a hoarse yell of pain and fear and anger all mingled +in the one dreadful shriek. They say that away down in the +village, and even in the distant parsonage, that cry raised the +sleepers from their beds. It struck cold to our hearts, and I +stood gazing at Holmes, and he at me, until the last echoes of it +had died away into the silence from which it rose. + +"What can it mean?" I gasped. + +"It means that it is all over," Holmes answered. "And perhaps, +after all, it is for the best. Take your pistol, and we will +enter Dr. Roylott's room." + +With a grave face he lit the lamp and led the way down the +corridor. Twice he struck at the chamber door without any reply +from within. Then he turned the handle and entered, I at his +heels, with the cocked pistol in my hand. + +It was a singular sight which met our eyes. On the table stood a +dark-lantern with the shutter half open, throwing a brilliant +beam of light upon the iron safe, the door of which was ajar. +Beside this table, on the wooden chair, sat Dr. Grimesby Roylott +clad in a long grey dressing-gown, his bare ankles protruding +beneath, and his feet thrust into red heelless Turkish slippers. +Across his lap lay the short stock with the long lash which we +had noticed during the day. His chin was cocked upward and his +eyes were fixed in a dreadful, rigid stare at the corner of the +ceiling. Round his brow he had a peculiar yellow band, with +brownish speckles, which seemed to be bound tightly round his +head. As we entered he made neither sound nor motion. + +"The band! the speckled band!" whispered Holmes. + +I took a step forward. In an instant his strange headgear began +to move, and there reared itself from among his hair the squat +diamond-shaped head and puffed neck of a loathsome serpent. + +"It is a swamp adder!" cried Holmes; "the deadliest snake in +India. He has died within ten seconds of being bitten. Violence +does, in truth, recoil upon the violent, and the schemer falls +into the pit which he digs for another. Let us thrust this +creature back into its den, and we can then remove Miss Stoner to +some place of shelter and let the county police know what has +happened." + +As he spoke he drew the dog-whip swiftly from the dead man's lap, +and throwing the noose round the reptile's neck he drew it from +its horrid perch and, carrying it at arm's length, threw it into +the iron safe, which he closed upon it. + +Such are the true facts of the death of Dr. Grimesby Roylott, of +Stoke Moran. It is not necessary that I should prolong a +narrative which has already run to too great a length by telling +how we broke the sad news to the terrified girl, how we conveyed +her by the morning train to the care of her good aunt at Harrow, +of how the slow process of official inquiry came to the +conclusion that the doctor met his fate while indiscreetly +playing with a dangerous pet. The little which I had yet to learn +of the case was told me by Sherlock Holmes as we travelled back +next day. + +"I had," said he, "come to an entirely erroneous conclusion which +shows, my dear Watson, how dangerous it always is to reason from +insufficient data. The presence of the gipsies, and the use of +the word 'band,' which was used by the poor girl, no doubt, to +explain the appearance which she had caught a hurried glimpse of +by the light of her match, were sufficient to put me upon an +entirely wrong scent. I can only claim the merit that I instantly +reconsidered my position when, however, it became clear to me +that whatever danger threatened an occupant of the room could not +come either from the window or the door. My attention was +speedily drawn, as I have already remarked to you, to this +ventilator, and to the bell-rope which hung down to the bed. The +discovery that this was a dummy, and that the bed was clamped to +the floor, instantly gave rise to the suspicion that the rope was +there as a bridge for something passing through the hole and +coming to the bed. The idea of a snake instantly occurred to me, +and when I coupled it with my knowledge that the doctor was +furnished with a supply of creatures from India, I felt that I +was probably on the right track. The idea of using a form of +poison which could not possibly be discovered by any chemical +test was just such a one as would occur to a clever and ruthless +man who had had an Eastern training. The rapidity with which such +a poison would take effect would also, from his point of view, be +an advantage. It would be a sharp-eyed coroner, indeed, who could +distinguish the two little dark punctures which would show where +the poison fangs had done their work. Then I thought of the +whistle. Of course he must recall the snake before the morning +light revealed it to the victim. He had trained it, probably by +the use of the milk which we saw, to return to him when summoned. +He would put it through this ventilator at the hour that he +thought best, with the certainty that it would crawl down the +rope and land on the bed. It might or might not bite the +occupant, perhaps she might escape every night for a week, but +sooner or later she must fall a victim. + +"I had come to these conclusions before ever I had entered his +room. An inspection of his chair showed me that he had been in +the habit of standing on it, which of course would be necessary +in order that he should reach the ventilator. The sight of the +safe, the saucer of milk, and the loop of whipcord were enough to +finally dispel any doubts which may have remained. The metallic +clang heard by Miss Stoner was obviously caused by her stepfather +hastily closing the door of his safe upon its terrible occupant. +Having once made up my mind, you know the steps which I took in +order to put the matter to the proof. I heard the creature hiss +as I have no doubt that you did also, and I instantly lit the +light and attacked it." + +"With the result of driving it through the ventilator." + +"And also with the result of causing it to turn upon its master +at the other side. Some of the blows of my cane came home and +roused its snakish temper, so that it flew upon the first person +it saw. In this way I am no doubt indirectly responsible for Dr. +Grimesby Roylott's death, and I cannot say that it is likely to +weigh very heavily upon my conscience." + + + +IX. THE ADVENTURE OF THE ENGINEER'S THUMB + +Of all the problems which have been submitted to my friend, Mr. +Sherlock Holmes, for solution during the years of our intimacy, +there were only two which I was the means of introducing to his +notice--that of Mr. Hatherley's thumb, and that of Colonel +Warburton's madness. Of these the latter may have afforded a +finer field for an acute and original observer, but the other was +so strange in its inception and so dramatic in its details that +it may be the more worthy of being placed upon record, even if it +gave my friend fewer openings for those deductive methods of +reasoning by which he achieved such remarkable results. The story +has, I believe, been told more than once in the newspapers, but, +like all such narratives, its effect is much less striking when +set forth en bloc in a single half-column of print than when the +facts slowly evolve before your own eyes, and the mystery clears +gradually away as each new discovery furnishes a step which leads +on to the complete truth. At the time the circumstances made a +deep impression upon me, and the lapse of two years has hardly +served to weaken the effect. + +It was in the summer of '89, not long after my marriage, that the +events occurred which I am now about to summarise. I had returned +to civil practice and had finally abandoned Holmes in his Baker +Street rooms, although I continually visited him and occasionally +even persuaded him to forgo his Bohemian habits so far as to come +and visit us. My practice had steadily increased, and as I +happened to live at no very great distance from Paddington +Station, I got a few patients from among the officials. One of +these, whom I had cured of a painful and lingering disease, was +never weary of advertising my virtues and of endeavouring to send +me on every sufferer over whom he might have any influence. + +One morning, at a little before seven o'clock, I was awakened by +the maid tapping at the door to announce that two men had come +from Paddington and were waiting in the consulting-room. I +dressed hurriedly, for I knew by experience that railway cases +were seldom trivial, and hastened downstairs. As I descended, my +old ally, the guard, came out of the room and closed the door +tightly behind him. + +"I've got him here," he whispered, jerking his thumb over his +shoulder; "he's all right." + +"What is it, then?" I asked, for his manner suggested that it was +some strange creature which he had caged up in my room. + +"It's a new patient," he whispered. "I thought I'd bring him +round myself; then he couldn't slip away. There he is, all safe +and sound. I must go now, Doctor; I have my dooties, just the +same as you." And off he went, this trusty tout, without even +giving me time to thank him. + +I entered my consulting-room and found a gentleman seated by the +table. He was quietly dressed in a suit of heather tweed with a +soft cloth cap which he had laid down upon my books. Round one of +his hands he had a handkerchief wrapped, which was mottled all +over with bloodstains. He was young, not more than +five-and-twenty, I should say, with a strong, masculine face; but +he was exceedingly pale and gave me the impression of a man who +was suffering from some strong agitation, which it took all his +strength of mind to control. + +"I am sorry to knock you up so early, Doctor," said he, "but I +have had a very serious accident during the night. I came in by +train this morning, and on inquiring at Paddington as to where I +might find a doctor, a worthy fellow very kindly escorted me +here. I gave the maid a card, but I see that she has left it upon +the side-table." + +I took it up and glanced at it. "Mr. Victor Hatherley, hydraulic +engineer, 16A, Victoria Street (3rd floor)." That was the name, +style, and abode of my morning visitor. "I regret that I have +kept you waiting," said I, sitting down in my library-chair. "You +are fresh from a night journey, I understand, which is in itself +a monotonous occupation." + +"Oh, my night could not be called monotonous," said he, and +laughed. He laughed very heartily, with a high, ringing note, +leaning back in his chair and shaking his sides. All my medical +instincts rose up against that laugh. + +"Stop it!" I cried; "pull yourself together!" and I poured out +some water from a caraffe. + +It was useless, however. He was off in one of those hysterical +outbursts which come upon a strong nature when some great crisis +is over and gone. Presently he came to himself once more, very +weary and pale-looking. + +"I have been making a fool of myself," he gasped. + +"Not at all. Drink this." I dashed some brandy into the water, +and the colour began to come back to his bloodless cheeks. + +"That's better!" said he. "And now, Doctor, perhaps you would +kindly attend to my thumb, or rather to the place where my thumb +used to be." + +He unwound the handkerchief and held out his hand. It gave even +my hardened nerves a shudder to look at it. There were four +protruding fingers and a horrid red, spongy surface where the +thumb should have been. It had been hacked or torn right out from +the roots. + +"Good heavens!" I cried, "this is a terrible injury. It must have +bled considerably." + +"Yes, it did. I fainted when it was done, and I think that I must +have been senseless for a long time. When I came to I found that +it was still bleeding, so I tied one end of my handkerchief very +tightly round the wrist and braced it up with a twig." + +"Excellent! You should have been a surgeon." + +"It is a question of hydraulics, you see, and came within my own +province." + +"This has been done," said I, examining the wound, "by a very +heavy and sharp instrument." + +"A thing like a cleaver," said he. + +"An accident, I presume?" + +"By no means." + +"What! a murderous attack?" + +"Very murderous indeed." + +"You horrify me." + +I sponged the wound, cleaned it, dressed it, and finally covered +it over with cotton wadding and carbolised bandages. He lay back +without wincing, though he bit his lip from time to time. + +"How is that?" I asked when I had finished. + +"Capital! Between your brandy and your bandage, I feel a new man. +I was very weak, but I have had a good deal to go through." + +"Perhaps you had better not speak of the matter. It is evidently +trying to your nerves." + +"Oh, no, not now. I shall have to tell my tale to the police; +but, between ourselves, if it were not for the convincing +evidence of this wound of mine, I should be surprised if they +believed my statement, for it is a very extraordinary one, and I +have not much in the way of proof with which to back it up; and, +even if they believe me, the clues which I can give them are so +vague that it is a question whether justice will be done." + +"Ha!" cried I, "if it is anything in the nature of a problem +which you desire to see solved, I should strongly recommend you +to come to my friend, Mr. Sherlock Holmes, before you go to the +official police." + +"Oh, I have heard of that fellow," answered my visitor, "and I +should be very glad if he would take the matter up, though of +course I must use the official police as well. Would you give me +an introduction to him?" + +"I'll do better. I'll take you round to him myself." + +"I should be immensely obliged to you." + +"We'll call a cab and go together. We shall just be in time to +have a little breakfast with him. Do you feel equal to it?" + +"Yes; I shall not feel easy until I have told my story." + +"Then my servant will call a cab, and I shall be with you in an +instant." I rushed upstairs, explained the matter shortly to my +wife, and in five minutes was inside a hansom, driving with my +new acquaintance to Baker Street. + +Sherlock Holmes was, as I expected, lounging about his +sitting-room in his dressing-gown, reading the agony column of The +Times and smoking his before-breakfast pipe, which was composed +of all the plugs and dottles left from his smokes of the day +before, all carefully dried and collected on the corner of the +mantelpiece. He received us in his quietly genial fashion, +ordered fresh rashers and eggs, and joined us in a hearty meal. +When it was concluded he settled our new acquaintance upon the +sofa, placed a pillow beneath his head, and laid a glass of +brandy and water within his reach. + +"It is easy to see that your experience has been no common one, +Mr. Hatherley," said he. "Pray, lie down there and make yourself +absolutely at home. Tell us what you can, but stop when you are +tired and keep up your strength with a little stimulant." + +"Thank you," said my patient, "but I have felt another man since +the doctor bandaged me, and I think that your breakfast has +completed the cure. I shall take up as little of your valuable +time as possible, so I shall start at once upon my peculiar +experiences." + +Holmes sat in his big armchair with the weary, heavy-lidded +expression which veiled his keen and eager nature, while I sat +opposite to him, and we listened in silence to the strange story +which our visitor detailed to us. + +"You must know," said he, "that I am an orphan and a bachelor, +residing alone in lodgings in London. By profession I am a +hydraulic engineer, and I have had considerable experience of my +work during the seven years that I was apprenticed to Venner & +Matheson, the well-known firm, of Greenwich. Two years ago, +having served my time, and having also come into a fair sum of +money through my poor father's death, I determined to start in +business for myself and took professional chambers in Victoria +Street. + +"I suppose that everyone finds his first independent start in +business a dreary experience. To me it has been exceptionally so. +During two years I have had three consultations and one small +job, and that is absolutely all that my profession has brought +me. My gross takings amount to 27 pounds 10s. Every day, from +nine in the morning until four in the afternoon, I waited in my +little den, until at last my heart began to sink, and I came to +believe that I should never have any practice at all. + +"Yesterday, however, just as I was thinking of leaving the +office, my clerk entered to say there was a gentleman waiting who +wished to see me upon business. He brought up a card, too, with +the name of 'Colonel Lysander Stark' engraved upon it. Close at +his heels came the colonel himself, a man rather over the middle +size, but of an exceeding thinness. I do not think that I have +ever seen so thin a man. His whole face sharpened away into nose +and chin, and the skin of his cheeks was drawn quite tense over +his outstanding bones. Yet this emaciation seemed to be his +natural habit, and due to no disease, for his eye was bright, his +step brisk, and his bearing assured. He was plainly but neatly +dressed, and his age, I should judge, would be nearer forty than +thirty. + +"'Mr. Hatherley?' said he, with something of a German accent. +'You have been recommended to me, Mr. Hatherley, as being a man +who is not only proficient in his profession but is also discreet +and capable of preserving a secret.' + +"I bowed, feeling as flattered as any young man would at such an +address. 'May I ask who it was who gave me so good a character?' + +"'Well, perhaps it is better that I should not tell you that just +at this moment. I have it from the same source that you are both +an orphan and a bachelor and are residing alone in London.' + +"'That is quite correct,' I answered; 'but you will excuse me if +I say that I cannot see how all this bears upon my professional +qualifications. I understand that it was on a professional matter +that you wished to speak to me?' + +"'Undoubtedly so. But you will find that all I say is really to +the point. I have a professional commission for you, but absolute +secrecy is quite essential--absolute secrecy, you understand, and +of course we may expect that more from a man who is alone than +from one who lives in the bosom of his family.' + +"'If I promise to keep a secret,' said I, 'you may absolutely +depend upon my doing so.' + +"He looked very hard at me as I spoke, and it seemed to me that I +had never seen so suspicious and questioning an eye. + +"'Do you promise, then?' said he at last. + +"'Yes, I promise.' + +"'Absolute and complete silence before, during, and after? No +reference to the matter at all, either in word or writing?' + +"'I have already given you my word.' + +"'Very good.' He suddenly sprang up, and darting like lightning +across the room he flung open the door. The passage outside was +empty. + +"'That's all right,' said he, coming back. 'I know that clerks are +sometimes curious as to their master's affairs. Now we can talk +in safety.' He drew up his chair very close to mine and began to +stare at me again with the same questioning and thoughtful look. + +"A feeling of repulsion, and of something akin to fear had begun +to rise within me at the strange antics of this fleshless man. +Even my dread of losing a client could not restrain me from +showing my impatience. + +"'I beg that you will state your business, sir,' said I; 'my time +is of value.' Heaven forgive me for that last sentence, but the +words came to my lips. + +"'How would fifty guineas for a night's work suit you?' he asked. + +"'Most admirably.' + +"'I say a night's work, but an hour's would be nearer the mark. I +simply want your opinion about a hydraulic stamping machine which +has got out of gear. If you show us what is wrong we shall soon +set it right ourselves. What do you think of such a commission as +that?' + +"'The work appears to be light and the pay munificent.' + +"'Precisely so. We shall want you to come to-night by the last +train.' + +"'Where to?' + +"'To Eyford, in Berkshire. It is a little place near the borders +of Oxfordshire, and within seven miles of Reading. There is a +train from Paddington which would bring you there at about +11:15.' + +"'Very good.' + +"'I shall come down in a carriage to meet you.' + +"'There is a drive, then?' + +"'Yes, our little place is quite out in the country. It is a good +seven miles from Eyford Station.' + +"'Then we can hardly get there before midnight. I suppose there +would be no chance of a train back. I should be compelled to stop +the night.' + +"'Yes, we could easily give you a shake-down.' + +"'That is very awkward. Could I not come at some more convenient +hour?' + +"'We have judged it best that you should come late. It is to +recompense you for any inconvenience that we are paying to you, a +young and unknown man, a fee which would buy an opinion from the +very heads of your profession. Still, of course, if you would +like to draw out of the business, there is plenty of time to do +so.' + +"I thought of the fifty guineas, and of how very useful they +would be to me. 'Not at all,' said I, 'I shall be very happy to +accommodate myself to your wishes. I should like, however, to +understand a little more clearly what it is that you wish me to +do.' + +"'Quite so. It is very natural that the pledge of secrecy which +we have exacted from you should have aroused your curiosity. I +have no wish to commit you to anything without your having it all +laid before you. I suppose that we are absolutely safe from +eavesdroppers?' + +"'Entirely.' + +"'Then the matter stands thus. You are probably aware that +fuller's-earth is a valuable product, and that it is only found +in one or two places in England?' + +"'I have heard so.' + +"'Some little time ago I bought a small place--a very small +place--within ten miles of Reading. I was fortunate enough to +discover that there was a deposit of fuller's-earth in one of my +fields. On examining it, however, I found that this deposit was a +comparatively small one, and that it formed a link between two +very much larger ones upon the right and left--both of them, +however, in the grounds of my neighbours. These good people were +absolutely ignorant that their land contained that which was +quite as valuable as a gold-mine. Naturally, it was to my +interest to buy their land before they discovered its true value, +but unfortunately I had no capital by which I could do this. I +took a few of my friends into the secret, however, and they +suggested that we should quietly and secretly work our own little +deposit and that in this way we should earn the money which would +enable us to buy the neighbouring fields. This we have now been +doing for some time, and in order to help us in our operations we +erected a hydraulic press. This press, as I have already +explained, has got out of order, and we wish your advice upon the +subject. We guard our secret very jealously, however, and if it +once became known that we had hydraulic engineers coming to our +little house, it would soon rouse inquiry, and then, if the facts +came out, it would be good-bye to any chance of getting these +fields and carrying out our plans. That is why I have made you +promise me that you will not tell a human being that you are +going to Eyford to-night. I hope that I make it all plain?' + +"'I quite follow you,' said I. 'The only point which I could not +quite understand was what use you could make of a hydraulic press +in excavating fuller's-earth, which, as I understand, is dug out +like gravel from a pit.' + +"'Ah!' said he carelessly, 'we have our own process. We compress +the earth into bricks, so as to remove them without revealing +what they are. But that is a mere detail. I have taken you fully +into my confidence now, Mr. Hatherley, and I have shown you how I +trust you.' He rose as he spoke. 'I shall expect you, then, at +Eyford at 11:15.' + +"'I shall certainly be there.' + +"'And not a word to a soul.' He looked at me with a last long, +questioning gaze, and then, pressing my hand in a cold, dank +grasp, he hurried from the room. + +"Well, when I came to think it all over in cool blood I was very +much astonished, as you may both think, at this sudden commission +which had been intrusted to me. On the one hand, of course, I was +glad, for the fee was at least tenfold what I should have asked +had I set a price upon my own services, and it was possible that +this order might lead to other ones. On the other hand, the face +and manner of my patron had made an unpleasant impression upon +me, and I could not think that his explanation of the +fuller's-earth was sufficient to explain the necessity for my +coming at midnight, and his extreme anxiety lest I should tell +anyone of my errand. However, I threw all fears to the winds, ate +a hearty supper, drove to Paddington, and started off, having +obeyed to the letter the injunction as to holding my tongue. + +"At Reading I had to change not only my carriage but my station. +However, I was in time for the last train to Eyford, and I +reached the little dim-lit station after eleven o'clock. I was the +only passenger who got out there, and there was no one upon the +platform save a single sleepy porter with a lantern. As I passed +out through the wicket gate, however, I found my acquaintance of +the morning waiting in the shadow upon the other side. Without a +word he grasped my arm and hurried me into a carriage, the door +of which was standing open. He drew up the windows on either +side, tapped on the wood-work, and away we went as fast as the +horse could go." + +"One horse?" interjected Holmes. + +"Yes, only one." + +"Did you observe the colour?" + +"Yes, I saw it by the side-lights when I was stepping into the +carriage. It was a chestnut." + +"Tired-looking or fresh?" + +"Oh, fresh and glossy." + +"Thank you. I am sorry to have interrupted you. Pray continue +your most interesting statement." + +"Away we went then, and we drove for at least an hour. Colonel +Lysander Stark had said that it was only seven miles, but I +should think, from the rate that we seemed to go, and from the +time that we took, that it must have been nearer twelve. He sat +at my side in silence all the time, and I was aware, more than +once when I glanced in his direction, that he was looking at me +with great intensity. The country roads seem to be not very good +in that part of the world, for we lurched and jolted terribly. I +tried to look out of the windows to see something of where we +were, but they were made of frosted glass, and I could make out +nothing save the occasional bright blur of a passing light. Now +and then I hazarded some remark to break the monotony of the +journey, but the colonel answered only in monosyllables, and the +conversation soon flagged. At last, however, the bumping of the +road was exchanged for the crisp smoothness of a gravel-drive, +and the carriage came to a stand. Colonel Lysander Stark sprang +out, and, as I followed after him, pulled me swiftly into a porch +which gaped in front of us. We stepped, as it were, right out of +the carriage and into the hall, so that I failed to catch the +most fleeting glance of the front of the house. The instant that +I had crossed the threshold the door slammed heavily behind us, +and I heard faintly the rattle of the wheels as the carriage +drove away. + +"It was pitch dark inside the house, and the colonel fumbled +about looking for matches and muttering under his breath. +Suddenly a door opened at the other end of the passage, and a +long, golden bar of light shot out in our direction. It grew +broader, and a woman appeared with a lamp in her hand, which she +held above her head, pushing her face forward and peering at us. +I could see that she was pretty, and from the gloss with which +the light shone upon her dark dress I knew that it was a rich +material. She spoke a few words in a foreign tongue in a tone as +though asking a question, and when my companion answered in a +gruff monosyllable she gave such a start that the lamp nearly +fell from her hand. Colonel Stark went up to her, whispered +something in her ear, and then, pushing her back into the room +from whence she had come, he walked towards me again with the +lamp in his hand. + +"'Perhaps you will have the kindness to wait in this room for a +few minutes,' said he, throwing open another door. It was a +quiet, little, plainly furnished room, with a round table in the +centre, on which several German books were scattered. Colonel +Stark laid down the lamp on the top of a harmonium beside the +door. 'I shall not keep you waiting an instant,' said he, and +vanished into the darkness. + +"I glanced at the books upon the table, and in spite of my +ignorance of German I could see that two of them were treatises +on science, the others being volumes of poetry. Then I walked +across to the window, hoping that I might catch some glimpse of +the country-side, but an oak shutter, heavily barred, was folded +across it. It was a wonderfully silent house. There was an old +clock ticking loudly somewhere in the passage, but otherwise +everything was deadly still. A vague feeling of uneasiness began +to steal over me. Who were these German people, and what were +they doing living in this strange, out-of-the-way place? And +where was the place? I was ten miles or so from Eyford, that was +all I knew, but whether north, south, east, or west I had no +idea. For that matter, Reading, and possibly other large towns, +were within that radius, so the place might not be so secluded, +after all. Yet it was quite certain, from the absolute stillness, +that we were in the country. I paced up and down the room, +humming a tune under my breath to keep up my spirits and feeling +that I was thoroughly earning my fifty-guinea fee. + +"Suddenly, without any preliminary sound in the midst of the +utter stillness, the door of my room swung slowly open. The woman +was standing in the aperture, the darkness of the hall behind +her, the yellow light from my lamp beating upon her eager and +beautiful face. I could see at a glance that she was sick with +fear, and the sight sent a chill to my own heart. She held up one +shaking finger to warn me to be silent, and she shot a few +whispered words of broken English at me, her eyes glancing back, +like those of a frightened horse, into the gloom behind her. + +"'I would go,' said she, trying hard, as it seemed to me, to +speak calmly; 'I would go. I should not stay here. There is no +good for you to do.' + +"'But, madam,' said I, 'I have not yet done what I came for. I +cannot possibly leave until I have seen the machine.' + +"'It is not worth your while to wait,' she went on. 'You can pass +through the door; no one hinders.' And then, seeing that I smiled +and shook my head, she suddenly threw aside her constraint and +made a step forward, with her hands wrung together. 'For the love +of Heaven!' she whispered, 'get away from here before it is too +late!' + +"But I am somewhat headstrong by nature, and the more ready to +engage in an affair when there is some obstacle in the way. I +thought of my fifty-guinea fee, of my wearisome journey, and of +the unpleasant night which seemed to be before me. Was it all to +go for nothing? Why should I slink away without having carried +out my commission, and without the payment which was my due? This +woman might, for all I knew, be a monomaniac. With a stout +bearing, therefore, though her manner had shaken me more than I +cared to confess, I still shook my head and declared my intention +of remaining where I was. She was about to renew her entreaties +when a door slammed overhead, and the sound of several footsteps +was heard upon the stairs. She listened for an instant, threw up +her hands with a despairing gesture, and vanished as suddenly and +as noiselessly as she had come. + +"The newcomers were Colonel Lysander Stark and a short thick man +with a chinchilla beard growing out of the creases of his double +chin, who was introduced to me as Mr. Ferguson. + +"'This is my secretary and manager,' said the colonel. 'By the +way, I was under the impression that I left this door shut just +now. I fear that you have felt the draught.' + +"'On the contrary,' said I, 'I opened the door myself because I +felt the room to be a little close.' + +"He shot one of his suspicious looks at me. 'Perhaps we had +better proceed to business, then,' said he. 'Mr. Ferguson and I +will take you up to see the machine.' + +"'I had better put my hat on, I suppose.' + +"'Oh, no, it is in the house.' + +"'What, you dig fuller's-earth in the house?' + +"'No, no. This is only where we compress it. But never mind that. +All we wish you to do is to examine the machine and to let us +know what is wrong with it.' + +"We went upstairs together, the colonel first with the lamp, the +fat manager and I behind him. It was a labyrinth of an old house, +with corridors, passages, narrow winding staircases, and little +low doors, the thresholds of which were hollowed out by the +generations who had crossed them. There were no carpets and no +signs of any furniture above the ground floor, while the plaster +was peeling off the walls, and the damp was breaking through in +green, unhealthy blotches. I tried to put on as unconcerned an +air as possible, but I had not forgotten the warnings of the +lady, even though I disregarded them, and I kept a keen eye upon +my two companions. Ferguson appeared to be a morose and silent +man, but I could see from the little that he said that he was at +least a fellow-countryman. + +"Colonel Lysander Stark stopped at last before a low door, which +he unlocked. Within was a small, square room, in which the three +of us could hardly get at one time. Ferguson remained outside, +and the colonel ushered me in. + +"'We are now,' said he, 'actually within the hydraulic press, and +it would be a particularly unpleasant thing for us if anyone were +to turn it on. The ceiling of this small chamber is really the +end of the descending piston, and it comes down with the force of +many tons upon this metal floor. There are small lateral columns +of water outside which receive the force, and which transmit and +multiply it in the manner which is familiar to you. The machine +goes readily enough, but there is some stiffness in the working +of it, and it has lost a little of its force. Perhaps you will +have the goodness to look it over and to show us how we can set +it right.' + +"I took the lamp from him, and I examined the machine very +thoroughly. It was indeed a gigantic one, and capable of +exercising enormous pressure. When I passed outside, however, and +pressed down the levers which controlled it, I knew at once by +the whishing sound that there was a slight leakage, which allowed +a regurgitation of water through one of the side cylinders. An +examination showed that one of the india-rubber bands which was +round the head of a driving-rod had shrunk so as not quite to +fill the socket along which it worked. This was clearly the cause +of the loss of power, and I pointed it out to my companions, who +followed my remarks very carefully and asked several practical +questions as to how they should proceed to set it right. When I +had made it clear to them, I returned to the main chamber of the +machine and took a good look at it to satisfy my own curiosity. +It was obvious at a glance that the story of the fuller's-earth +was the merest fabrication, for it would be absurd to suppose +that so powerful an engine could be designed for so inadequate a +purpose. The walls were of wood, but the floor consisted of a +large iron trough, and when I came to examine it I could see a +crust of metallic deposit all over it. I had stooped and was +scraping at this to see exactly what it was when I heard a +muttered exclamation in German and saw the cadaverous face of the +colonel looking down at me. + +"'What are you doing there?' he asked. + +"I felt angry at having been tricked by so elaborate a story as +that which he had told me. 'I was admiring your fuller's-earth,' +said I; 'I think that I should be better able to advise you as to +your machine if I knew what the exact purpose was for which it +was used.' + +"The instant that I uttered the words I regretted the rashness of +my speech. His face set hard, and a baleful light sprang up in +his grey eyes. + +"'Very well,' said he, 'you shall know all about the machine.' He +took a step backward, slammed the little door, and turned the key +in the lock. I rushed towards it and pulled at the handle, but it +was quite secure, and did not give in the least to my kicks and +shoves. 'Hullo!' I yelled. 'Hullo! Colonel! Let me out!' + +"And then suddenly in the silence I heard a sound which sent my +heart into my mouth. It was the clank of the levers and the swish +of the leaking cylinder. He had set the engine at work. The lamp +still stood upon the floor where I had placed it when examining +the trough. By its light I saw that the black ceiling was coming +down upon me, slowly, jerkily, but, as none knew better than +myself, with a force which must within a minute grind me to a +shapeless pulp. I threw myself, screaming, against the door, and +dragged with my nails at the lock. I implored the colonel to let +me out, but the remorseless clanking of the levers drowned my +cries. The ceiling was only a foot or two above my head, and with +my hand upraised I could feel its hard, rough surface. Then it +flashed through my mind that the pain of my death would depend +very much upon the position in which I met it. If I lay on my +face the weight would come upon my spine, and I shuddered to +think of that dreadful snap. Easier the other way, perhaps; and +yet, had I the nerve to lie and look up at that deadly black +shadow wavering down upon me? Already I was unable to stand +erect, when my eye caught something which brought a gush of hope +back to my heart. + +"I have said that though the floor and ceiling were of iron, the +walls were of wood. As I gave a last hurried glance around, I saw +a thin line of yellow light between two of the boards, which +broadened and broadened as a small panel was pushed backward. For +an instant I could hardly believe that here was indeed a door +which led away from death. The next instant I threw myself +through, and lay half-fainting upon the other side. The panel had +closed again behind me, but the crash of the lamp, and a few +moments afterwards the clang of the two slabs of metal, told me +how narrow had been my escape. + +"I was recalled to myself by a frantic plucking at my wrist, and +I found myself lying upon the stone floor of a narrow corridor, +while a woman bent over me and tugged at me with her left hand, +while she held a candle in her right. It was the same good friend +whose warning I had so foolishly rejected. + +"'Come! come!' she cried breathlessly. 'They will be here in a +moment. They will see that you are not there. Oh, do not waste +the so-precious time, but come!' + +"This time, at least, I did not scorn her advice. I staggered to +my feet and ran with her along the corridor and down a winding +stair. The latter led to another broad passage, and just as we +reached it we heard the sound of running feet and the shouting of +two voices, one answering the other from the floor on which we +were and from the one beneath. My guide stopped and looked about +her like one who is at her wit's end. Then she threw open a door +which led into a bedroom, through the window of which the moon +was shining brightly. + +"'It is your only chance,' said she. 'It is high, but it may be +that you can jump it.' + +"As she spoke a light sprang into view at the further end of the +passage, and I saw the lean figure of Colonel Lysander Stark +rushing forward with a lantern in one hand and a weapon like a +butcher's cleaver in the other. I rushed across the bedroom, +flung open the window, and looked out. How quiet and sweet and +wholesome the garden looked in the moonlight, and it could not be +more than thirty feet down. I clambered out upon the sill, but I +hesitated to jump until I should have heard what passed between +my saviour and the ruffian who pursued me. If she were ill-used, +then at any risks I was determined to go back to her assistance. +The thought had hardly flashed through my mind before he was at +the door, pushing his way past her; but she threw her arms round +him and tried to hold him back. + +"'Fritz! Fritz!' she cried in English, 'remember your promise +after the last time. You said it should not be again. He will be +silent! Oh, he will be silent!' + +"'You are mad, Elise!' he shouted, struggling to break away from +her. 'You will be the ruin of us. He has seen too much. Let me +pass, I say!' He dashed her to one side, and, rushing to the +window, cut at me with his heavy weapon. I had let myself go, and +was hanging by the hands to the sill, when his blow fell. I was +conscious of a dull pain, my grip loosened, and I fell into the +garden below. + +"I was shaken but not hurt by the fall; so I picked myself up and +rushed off among the bushes as hard as I could run, for I +understood that I was far from being out of danger yet. Suddenly, +however, as I ran, a deadly dizziness and sickness came over me. +I glanced down at my hand, which was throbbing painfully, and +then, for the first time, saw that my thumb had been cut off and +that the blood was pouring from my wound. I endeavoured to tie my +handkerchief round it, but there came a sudden buzzing in my +ears, and next moment I fell in a dead faint among the +rose-bushes. + +"How long I remained unconscious I cannot tell. It must have been +a very long time, for the moon had sunk, and a bright morning was +breaking when I came to myself. My clothes were all sodden with +dew, and my coat-sleeve was drenched with blood from my wounded +thumb. The smarting of it recalled in an instant all the +particulars of my night's adventure, and I sprang to my feet with +the feeling that I might hardly yet be safe from my pursuers. But +to my astonishment, when I came to look round me, neither house +nor garden were to be seen. I had been lying in an angle of the +hedge close by the highroad, and just a little lower down was a +long building, which proved, upon my approaching it, to be the +very station at which I had arrived upon the previous night. Were +it not for the ugly wound upon my hand, all that had passed +during those dreadful hours might have been an evil dream. + +"Half dazed, I went into the station and asked about the morning +train. There would be one to Reading in less than an hour. The +same porter was on duty, I found, as had been there when I +arrived. I inquired of him whether he had ever heard of Colonel +Lysander Stark. The name was strange to him. Had he observed a +carriage the night before waiting for me? No, he had not. Was +there a police-station anywhere near? There was one about three +miles off. + +"It was too far for me to go, weak and ill as I was. I determined +to wait until I got back to town before telling my story to the +police. It was a little past six when I arrived, so I went first +to have my wound dressed, and then the doctor was kind enough to +bring me along here. I put the case into your hands and shall do +exactly what you advise." + +We both sat in silence for some little time after listening to +this extraordinary narrative. Then Sherlock Holmes pulled down +from the shelf one of the ponderous commonplace books in which he +placed his cuttings. + +"Here is an advertisement which will interest you," said he. "It +appeared in all the papers about a year ago. Listen to this: +'Lost, on the 9th inst., Mr. Jeremiah Hayling, aged +twenty-six, a hydraulic engineer. Left his lodgings at ten +o'clock at night, and has not been heard of since. Was +dressed in,' etc., etc. Ha! That represents the last time that +the colonel needed to have his machine overhauled, I fancy." + +"Good heavens!" cried my patient. "Then that explains what the +girl said." + +"Undoubtedly. It is quite clear that the colonel was a cool and +desperate man, who was absolutely determined that nothing should +stand in the way of his little game, like those out-and-out +pirates who will leave no survivor from a captured ship. Well, +every moment now is precious, so if you feel equal to it we shall +go down to Scotland Yard at once as a preliminary to starting for +Eyford." + +Some three hours or so afterwards we were all in the train +together, bound from Reading to the little Berkshire village. +There were Sherlock Holmes, the hydraulic engineer, Inspector +Bradstreet, of Scotland Yard, a plain-clothes man, and myself. +Bradstreet had spread an ordnance map of the county out upon the +seat and was busy with his compasses drawing a circle with Eyford +for its centre. + +"There you are," said he. "That circle is drawn at a radius of +ten miles from the village. The place we want must be somewhere +near that line. You said ten miles, I think, sir." + +"It was an hour's good drive." + +"And you think that they brought you back all that way when you +were unconscious?" + +"They must have done so. I have a confused memory, too, of having +been lifted and conveyed somewhere." + +"What I cannot understand," said I, "is why they should have +spared you when they found you lying fainting in the garden. +Perhaps the villain was softened by the woman's entreaties." + +"I hardly think that likely. I never saw a more inexorable face +in my life." + +"Oh, we shall soon clear up all that," said Bradstreet. "Well, I +have drawn my circle, and I only wish I knew at what point upon +it the folk that we are in search of are to be found." + +"I think I could lay my finger on it," said Holmes quietly. + +"Really, now!" cried the inspector, "you have formed your +opinion! Come, now, we shall see who agrees with you. I say it is +south, for the country is more deserted there." + +"And I say east," said my patient. + +"I am for west," remarked the plain-clothes man. "There are +several quiet little villages up there." + +"And I am for north," said I, "because there are no hills there, +and our friend says that he did not notice the carriage go up +any." + +"Come," cried the inspector, laughing; "it's a very pretty +diversity of opinion. We have boxed the compass among us. Who do +you give your casting vote to?" + +"You are all wrong." + +"But we can't all be." + +"Oh, yes, you can. This is my point." He placed his finger in the +centre of the circle. "This is where we shall find them." + +"But the twelve-mile drive?" gasped Hatherley. + +"Six out and six back. Nothing simpler. You say yourself that the +horse was fresh and glossy when you got in. How could it be that +if it had gone twelve miles over heavy roads?" + +"Indeed, it is a likely ruse enough," observed Bradstreet +thoughtfully. "Of course there can be no doubt as to the nature +of this gang." + +"None at all," said Holmes. "They are coiners on a large scale, +and have used the machine to form the amalgam which has taken the +place of silver." + +"We have known for some time that a clever gang was at work," +said the inspector. "They have been turning out half-crowns by +the thousand. We even traced them as far as Reading, but could +get no farther, for they had covered their traces in a way that +showed that they were very old hands. But now, thanks to this +lucky chance, I think that we have got them right enough." + +But the inspector was mistaken, for those criminals were not +destined to fall into the hands of justice. As we rolled into +Eyford Station we saw a gigantic column of smoke which streamed +up from behind a small clump of trees in the neighbourhood and +hung like an immense ostrich feather over the landscape. + +"A house on fire?" asked Bradstreet as the train steamed off +again on its way. + +"Yes, sir!" said the station-master. + +"When did it break out?" + +"I hear that it was during the night, sir, but it has got worse, +and the whole place is in a blaze." + +"Whose house is it?" + +"Dr. Becher's." + +"Tell me," broke in the engineer, "is Dr. Becher a German, very +thin, with a long, sharp nose?" + +The station-master laughed heartily. "No, sir, Dr. Becher is an +Englishman, and there isn't a man in the parish who has a +better-lined waistcoat. But he has a gentleman staying with him, +a patient, as I understand, who is a foreigner, and he looks as +if a little good Berkshire beef would do him no harm." + +The station-master had not finished his speech before we were all +hastening in the direction of the fire. The road topped a low +hill, and there was a great widespread whitewashed building in +front of us, spouting fire at every chink and window, while in +the garden in front three fire-engines were vainly striving to +keep the flames under. + +"That's it!" cried Hatherley, in intense excitement. "There is +the gravel-drive, and there are the rose-bushes where I lay. That +second window is the one that I jumped from." + +"Well, at least," said Holmes, "you have had your revenge upon +them. There can be no question that it was your oil-lamp which, +when it was crushed in the press, set fire to the wooden walls, +though no doubt they were too excited in the chase after you to +observe it at the time. Now keep your eyes open in this crowd for +your friends of last night, though I very much fear that they are +a good hundred miles off by now." + +And Holmes' fears came to be realised, for from that day to this +no word has ever been heard either of the beautiful woman, the +sinister German, or the morose Englishman. Early that morning a +peasant had met a cart containing several people and some very +bulky boxes driving rapidly in the direction of Reading, but +there all traces of the fugitives disappeared, and even Holmes' +ingenuity failed ever to discover the least clue as to their +whereabouts. + +The firemen had been much perturbed at the strange arrangements +which they had found within, and still more so by discovering a +newly severed human thumb upon a window-sill of the second floor. +About sunset, however, their efforts were at last successful, and +they subdued the flames, but not before the roof had fallen in, +and the whole place been reduced to such absolute ruin that, save +some twisted cylinders and iron piping, not a trace remained of +the machinery which had cost our unfortunate acquaintance so +dearly. Large masses of nickel and of tin were discovered stored +in an out-house, but no coins were to be found, which may have +explained the presence of those bulky boxes which have been +already referred to. + +How our hydraulic engineer had been conveyed from the garden to +the spot where he recovered his senses might have remained +forever a mystery were it not for the soft mould, which told us a +very plain tale. He had evidently been carried down by two +persons, one of whom had remarkably small feet and the other +unusually large ones. On the whole, it was most probable that the +silent Englishman, being less bold or less murderous than his +companion, had assisted the woman to bear the unconscious man out +of the way of danger. + +"Well," said our engineer ruefully as we took our seats to return +once more to London, "it has been a pretty business for me! I +have lost my thumb and I have lost a fifty-guinea fee, and what +have I gained?" + +"Experience," said Holmes, laughing. "Indirectly it may be of +value, you know; you have only to put it into words to gain the +reputation of being excellent company for the remainder of your +existence." + + + +X. THE ADVENTURE OF THE NOBLE BACHELOR + +The Lord St. Simon marriage, and its curious termination, have +long ceased to be a subject of interest in those exalted circles +in which the unfortunate bridegroom moves. Fresh scandals have +eclipsed it, and their more piquant details have drawn the +gossips away from this four-year-old drama. As I have reason to +believe, however, that the full facts have never been revealed to +the general public, and as my friend Sherlock Holmes had a +considerable share in clearing the matter up, I feel that no +memoir of him would be complete without some little sketch of +this remarkable episode. + +It was a few weeks before my own marriage, during the days when I +was still sharing rooms with Holmes in Baker Street, that he came +home from an afternoon stroll to find a letter on the table +waiting for him. I had remained indoors all day, for the weather +had taken a sudden turn to rain, with high autumnal winds, and +the Jezail bullet which I had brought back in one of my limbs as +a relic of my Afghan campaign throbbed with dull persistence. +With my body in one easy-chair and my legs upon another, I had +surrounded myself with a cloud of newspapers until at last, +saturated with the news of the day, I tossed them all aside and +lay listless, watching the huge crest and monogram upon the +envelope upon the table and wondering lazily who my friend's +noble correspondent could be. + +"Here is a very fashionable epistle," I remarked as he entered. +"Your morning letters, if I remember right, were from a +fish-monger and a tide-waiter." + +"Yes, my correspondence has certainly the charm of variety," he +answered, smiling, "and the humbler are usually the more +interesting. This looks like one of those unwelcome social +summonses which call upon a man either to be bored or to lie." + +He broke the seal and glanced over the contents. + +"Oh, come, it may prove to be something of interest, after all." + +"Not social, then?" + +"No, distinctly professional." + +"And from a noble client?" + +"One of the highest in England." + +"My dear fellow, I congratulate you." + +"I assure you, Watson, without affectation, that the status of my +client is a matter of less moment to me than the interest of his +case. It is just possible, however, that that also may not be +wanting in this new investigation. You have been reading the +papers diligently of late, have you not?" + +"It looks like it," said I ruefully, pointing to a huge bundle in +the corner. "I have had nothing else to do." + +"It is fortunate, for you will perhaps be able to post me up. I +read nothing except the criminal news and the agony column. The +latter is always instructive. But if you have followed recent +events so closely you must have read about Lord St. Simon and his +wedding?" + +"Oh, yes, with the deepest interest." + +"That is well. The letter which I hold in my hand is from Lord +St. Simon. I will read it to you, and in return you must turn +over these papers and let me have whatever bears upon the matter. +This is what he says: + +"'MY DEAR MR. SHERLOCK HOLMES:--Lord Backwater tells me that I +may place implicit reliance upon your judgment and discretion. I +have determined, therefore, to call upon you and to consult you +in reference to the very painful event which has occurred in +connection with my wedding. Mr. Lestrade, of Scotland Yard, is +acting already in the matter, but he assures me that he sees no +objection to your co-operation, and that he even thinks that +it might be of some assistance. I will call at four o'clock in +the afternoon, and, should you have any other engagement at that +time, I hope that you will postpone it, as this matter is of +paramount importance. Yours faithfully, ST. SIMON.' + +"It is dated from Grosvenor Mansions, written with a quill pen, +and the noble lord has had the misfortune to get a smear of ink +upon the outer side of his right little finger," remarked Holmes +as he folded up the epistle. + +"He says four o'clock. It is three now. He will be here in an +hour." + +"Then I have just time, with your assistance, to get clear upon +the subject. Turn over those papers and arrange the extracts in +their order of time, while I take a glance as to who our client +is." He picked a red-covered volume from a line of books of +reference beside the mantelpiece. "Here he is," said he, sitting +down and flattening it out upon his knee. "'Lord Robert Walsingham +de Vere St. Simon, second son of the Duke of Balmoral.' Hum! 'Arms: +Azure, three caltrops in chief over a fess sable. Born in 1846.' +He's forty-one years of age, which is mature for marriage. Was +Under-Secretary for the colonies in a late administration. The +Duke, his father, was at one time Secretary for Foreign Affairs. +They inherit Plantagenet blood by direct descent, and Tudor on +the distaff side. Ha! Well, there is nothing very instructive in +all this. I think that I must turn to you Watson, for something +more solid." + +"I have very little difficulty in finding what I want," said I, +"for the facts are quite recent, and the matter struck me as +remarkable. I feared to refer them to you, however, as I knew +that you had an inquiry on hand and that you disliked the +intrusion of other matters." + +"Oh, you mean the little problem of the Grosvenor Square +furniture van. That is quite cleared up now--though, indeed, it +was obvious from the first. Pray give me the results of your +newspaper selections." + +"Here is the first notice which I can find. It is in the personal +column of the Morning Post, and dates, as you see, some weeks +back: 'A marriage has been arranged,' it says, 'and will, if +rumour is correct, very shortly take place, between Lord Robert +St. Simon, second son of the Duke of Balmoral, and Miss Hatty +Doran, the only daughter of Aloysius Doran. Esq., of San +Francisco, Cal., U.S.A.' That is all." + +"Terse and to the point," remarked Holmes, stretching his long, +thin legs towards the fire. + +"There was a paragraph amplifying this in one of the society +papers of the same week. Ah, here it is: 'There will soon be a +call for protection in the marriage market, for the present +free-trade principle appears to tell heavily against our home +product. One by one the management of the noble houses of Great +Britain is passing into the hands of our fair cousins from across +the Atlantic. An important addition has been made during the last +week to the list of the prizes which have been borne away by +these charming invaders. Lord St. Simon, who has shown himself +for over twenty years proof against the little god's arrows, has +now definitely announced his approaching marriage with Miss Hatty +Doran, the fascinating daughter of a California millionaire. Miss +Doran, whose graceful figure and striking face attracted much +attention at the Westbury House festivities, is an only child, +and it is currently reported that her dowry will run to +considerably over the six figures, with expectancies for the +future. As it is an open secret that the Duke of Balmoral has +been compelled to sell his pictures within the last few years, +and as Lord St. Simon has no property of his own save the small +estate of Birchmoor, it is obvious that the Californian heiress +is not the only gainer by an alliance which will enable her to +make the easy and common transition from a Republican lady to a +British peeress.'" + +"Anything else?" asked Holmes, yawning. + +"Oh, yes; plenty. Then there is another note in the Morning Post +to say that the marriage would be an absolutely quiet one, that it +would be at St. George's, Hanover Square, that only half a dozen +intimate friends would be invited, and that the party would +return to the furnished house at Lancaster Gate which has been +taken by Mr. Aloysius Doran. Two days later--that is, on +Wednesday last--there is a curt announcement that the wedding had +taken place, and that the honeymoon would be passed at Lord +Backwater's place, near Petersfield. Those are all the notices +which appeared before the disappearance of the bride." + +"Before the what?" asked Holmes with a start. + +"The vanishing of the lady." + +"When did she vanish, then?" + +"At the wedding breakfast." + +"Indeed. This is more interesting than it promised to be; quite +dramatic, in fact." + +"Yes; it struck me as being a little out of the common." + +"They often vanish before the ceremony, and occasionally during +the honeymoon; but I cannot call to mind anything quite so prompt +as this. Pray let me have the details." + +"I warn you that they are very incomplete." + +"Perhaps we may make them less so." + +"Such as they are, they are set forth in a single article of a +morning paper of yesterday, which I will read to you. It is +headed, 'Singular Occurrence at a Fashionable Wedding': + +"'The family of Lord Robert St. Simon has been thrown into the +greatest consternation by the strange and painful episodes which +have taken place in connection with his wedding. The ceremony, as +shortly announced in the papers of yesterday, occurred on the +previous morning; but it is only now that it has been possible to +confirm the strange rumours which have been so persistently +floating about. In spite of the attempts of the friends to hush +the matter up, so much public attention has now been drawn to it +that no good purpose can be served by affecting to disregard what +is a common subject for conversation. + +"'The ceremony, which was performed at St. George's, Hanover +Square, was a very quiet one, no one being present save the +father of the bride, Mr. Aloysius Doran, the Duchess of Balmoral, +Lord Backwater, Lord Eustace and Lady Clara St. Simon (the +younger brother and sister of the bridegroom), and Lady Alicia +Whittington. The whole party proceeded afterwards to the house of +Mr. Aloysius Doran, at Lancaster Gate, where breakfast had been +prepared. It appears that some little trouble was caused by a +woman, whose name has not been ascertained, who endeavoured to +force her way into the house after the bridal party, alleging +that she had some claim upon Lord St. Simon. It was only after a +painful and prolonged scene that she was ejected by the butler +and the footman. The bride, who had fortunately entered the house +before this unpleasant interruption, had sat down to breakfast +with the rest, when she complained of a sudden indisposition and +retired to her room. Her prolonged absence having caused some +comment, her father followed her, but learned from her maid that +she had only come up to her chamber for an instant, caught up an +ulster and bonnet, and hurried down to the passage. One of the +footmen declared that he had seen a lady leave the house thus +apparelled, but had refused to credit that it was his mistress, +believing her to be with the company. On ascertaining that his +daughter had disappeared, Mr. Aloysius Doran, in conjunction with +the bridegroom, instantly put themselves in communication with +the police, and very energetic inquiries are being made, which +will probably result in a speedy clearing up of this very +singular business. Up to a late hour last night, however, nothing +had transpired as to the whereabouts of the missing lady. There +are rumours of foul play in the matter, and it is said that the +police have caused the arrest of the woman who had caused the +original disturbance, in the belief that, from jealousy or some +other motive, she may have been concerned in the strange +disappearance of the bride.'" + +"And is that all?" + +"Only one little item in another of the morning papers, but it is +a suggestive one." + +"And it is--" + +"That Miss Flora Millar, the lady who had caused the disturbance, +has actually been arrested. It appears that she was formerly a +danseuse at the Allegro, and that she has known the bridegroom +for some years. There are no further particulars, and the whole +case is in your hands now--so far as it has been set forth in the +public press." + +"And an exceedingly interesting case it appears to be. I would +not have missed it for worlds. But there is a ring at the bell, +Watson, and as the clock makes it a few minutes after four, I +have no doubt that this will prove to be our noble client. Do not +dream of going, Watson, for I very much prefer having a witness, +if only as a check to my own memory." + +"Lord Robert St. Simon," announced our page-boy, throwing open +the door. A gentleman entered, with a pleasant, cultured face, +high-nosed and pale, with something perhaps of petulance about +the mouth, and with the steady, well-opened eye of a man whose +pleasant lot it had ever been to command and to be obeyed. His +manner was brisk, and yet his general appearance gave an undue +impression of age, for he had a slight forward stoop and a little +bend of the knees as he walked. His hair, too, as he swept off +his very curly-brimmed hat, was grizzled round the edges and thin +upon the top. As to his dress, it was careful to the verge of +foppishness, with high collar, black frock-coat, white waistcoat, +yellow gloves, patent-leather shoes, and light-coloured gaiters. +He advanced slowly into the room, turning his head from left to +right, and swinging in his right hand the cord which held his +golden eyeglasses. + +"Good-day, Lord St. Simon," said Holmes, rising and bowing. "Pray +take the basket-chair. This is my friend and colleague, Dr. +Watson. Draw up a little to the fire, and we will talk this +matter over." + +"A most painful matter to me, as you can most readily imagine, +Mr. Holmes. I have been cut to the quick. I understand that you +have already managed several delicate cases of this sort, sir, +though I presume that they were hardly from the same class of +society." + +"No, I am descending." + +"I beg pardon." + +"My last client of the sort was a king." + +"Oh, really! I had no idea. And which king?" + +"The King of Scandinavia." + +"What! Had he lost his wife?" + +"You can understand," said Holmes suavely, "that I extend to the +affairs of my other clients the same secrecy which I promise to +you in yours." + +"Of course! Very right! very right! I'm sure I beg pardon. As to +my own case, I am ready to give you any information which may +assist you in forming an opinion." + +"Thank you. I have already learned all that is in the public +prints, nothing more. I presume that I may take it as correct--this +article, for example, as to the disappearance of the bride." + +Lord St. Simon glanced over it. "Yes, it is correct, as far as it +goes." + +"But it needs a great deal of supplementing before anyone could +offer an opinion. I think that I may arrive at my facts most +directly by questioning you." + +"Pray do so." + +"When did you first meet Miss Hatty Doran?" + +"In San Francisco, a year ago." + +"You were travelling in the States?" + +"Yes." + +"Did you become engaged then?" + +"No." + +"But you were on a friendly footing?" + +"I was amused by her society, and she could see that I was +amused." + +"Her father is very rich?" + +"He is said to be the richest man on the Pacific slope." + +"And how did he make his money?" + +"In mining. He had nothing a few years ago. Then he struck gold, +invested it, and came up by leaps and bounds." + +"Now, what is your own impression as to the young lady's--your +wife's character?" + +The nobleman swung his glasses a little faster and stared down +into the fire. "You see, Mr. Holmes," said he, "my wife was +twenty before her father became a rich man. During that time she +ran free in a mining camp and wandered through woods or +mountains, so that her education has come from Nature rather than +from the schoolmaster. She is what we call in England a tomboy, +with a strong nature, wild and free, unfettered by any sort of +traditions. She is impetuous--volcanic, I was about to say. She +is swift in making up her mind and fearless in carrying out her +resolutions. On the other hand, I would not have given her the +name which I have the honour to bear"--he gave a little stately +cough--"had not I thought her to be at bottom a noble woman. I +believe that she is capable of heroic self-sacrifice and that +anything dishonourable would be repugnant to her." + +"Have you her photograph?" + +"I brought this with me." He opened a locket and showed us the +full face of a very lovely woman. It was not a photograph but an +ivory miniature, and the artist had brought out the full effect +of the lustrous black hair, the large dark eyes, and the +exquisite mouth. Holmes gazed long and earnestly at it. Then he +closed the locket and handed it back to Lord St. Simon. + +"The young lady came to London, then, and you renewed your +acquaintance?" + +"Yes, her father brought her over for this last London season. I +met her several times, became engaged to her, and have now +married her." + +"She brought, I understand, a considerable dowry?" + +"A fair dowry. Not more than is usual in my family." + +"And this, of course, remains to you, since the marriage is a +fait accompli?" + +"I really have made no inquiries on the subject." + +"Very naturally not. Did you see Miss Doran on the day before the +wedding?" + +"Yes." + +"Was she in good spirits?" + +"Never better. She kept talking of what we should do in our +future lives." + +"Indeed! That is very interesting. And on the morning of the +wedding?" + +"She was as bright as possible--at least until after the +ceremony." + +"And did you observe any change in her then?" + +"Well, to tell the truth, I saw then the first signs that I had +ever seen that her temper was just a little sharp. The incident +however, was too trivial to relate and can have no possible +bearing upon the case." + +"Pray let us have it, for all that." + +"Oh, it is childish. She dropped her bouquet as we went towards +the vestry. She was passing the front pew at the time, and it +fell over into the pew. There was a moment's delay, but the +gentleman in the pew handed it up to her again, and it did not +appear to be the worse for the fall. Yet when I spoke to her of +the matter, she answered me abruptly; and in the carriage, on our +way home, she seemed absurdly agitated over this trifling cause." + +"Indeed! You say that there was a gentleman in the pew. Some of +the general public were present, then?" + +"Oh, yes. It is impossible to exclude them when the church is +open." + +"This gentleman was not one of your wife's friends?" + +"No, no; I call him a gentleman by courtesy, but he was quite a +common-looking person. I hardly noticed his appearance. But +really I think that we are wandering rather far from the point." + +"Lady St. Simon, then, returned from the wedding in a less +cheerful frame of mind than she had gone to it. What did she do +on re-entering her father's house?" + +"I saw her in conversation with her maid." + +"And who is her maid?" + +"Alice is her name. She is an American and came from California +with her." + +"A confidential servant?" + +"A little too much so. It seemed to me that her mistress allowed +her to take great liberties. Still, of course, in America they +look upon these things in a different way." + +"How long did she speak to this Alice?" + +"Oh, a few minutes. I had something else to think of." + +"You did not overhear what they said?" + +"Lady St. Simon said something about 'jumping a claim.' She was +accustomed to use slang of the kind. I have no idea what she +meant." + +"American slang is very expressive sometimes. And what did your +wife do when she finished speaking to her maid?" + +"She walked into the breakfast-room." + +"On your arm?" + +"No, alone. She was very independent in little matters like that. +Then, after we had sat down for ten minutes or so, she rose +hurriedly, muttered some words of apology, and left the room. She +never came back." + +"But this maid, Alice, as I understand, deposes that she went to +her room, covered her bride's dress with a long ulster, put on a +bonnet, and went out." + +"Quite so. And she was afterwards seen walking into Hyde Park in +company with Flora Millar, a woman who is now in custody, and who +had already made a disturbance at Mr. Doran's house that +morning." + +"Ah, yes. I should like a few particulars as to this young lady, +and your relations to her." + +Lord St. Simon shrugged his shoulders and raised his eyebrows. +"We have been on a friendly footing for some years--I may say on +a very friendly footing. She used to be at the Allegro. I have +not treated her ungenerously, and she had no just cause of +complaint against me, but you know what women are, Mr. Holmes. +Flora was a dear little thing, but exceedingly hot-headed and +devotedly attached to me. She wrote me dreadful letters when she +heard that I was about to be married, and, to tell the truth, the +reason why I had the marriage celebrated so quietly was that I +feared lest there might be a scandal in the church. She came to +Mr. Doran's door just after we returned, and she endeavoured to +push her way in, uttering very abusive expressions towards my +wife, and even threatening her, but I had foreseen the +possibility of something of the sort, and I had two police +fellows there in private clothes, who soon pushed her out again. +She was quiet when she saw that there was no good in making a +row." + +"Did your wife hear all this?" + +"No, thank goodness, she did not." + +"And she was seen walking with this very woman afterwards?" + +"Yes. That is what Mr. Lestrade, of Scotland Yard, looks upon as +so serious. It is thought that Flora decoyed my wife out and laid +some terrible trap for her." + +"Well, it is a possible supposition." + +"You think so, too?" + +"I did not say a probable one. But you do not yourself look upon +this as likely?" + +"I do not think Flora would hurt a fly." + +"Still, jealousy is a strange transformer of characters. Pray +what is your own theory as to what took place?" + +"Well, really, I came to seek a theory, not to propound one. I +have given you all the facts. Since you ask me, however, I may +say that it has occurred to me as possible that the excitement of +this affair, the consciousness that she had made so immense a +social stride, had the effect of causing some little nervous +disturbance in my wife." + +"In short, that she had become suddenly deranged?" + +"Well, really, when I consider that she has turned her back--I +will not say upon me, but upon so much that many have aspired to +without success--I can hardly explain it in any other fashion." + +"Well, certainly that is also a conceivable hypothesis," said +Holmes, smiling. "And now, Lord St. Simon, I think that I have +nearly all my data. May I ask whether you were seated at the +breakfast-table so that you could see out of the window?" + +"We could see the other side of the road and the Park." + +"Quite so. Then I do not think that I need to detain you longer. +I shall communicate with you." + +"Should you be fortunate enough to solve this problem," said our +client, rising. + +"I have solved it." + +"Eh? What was that?" + +"I say that I have solved it." + +"Where, then, is my wife?" + +"That is a detail which I shall speedily supply." + +Lord St. Simon shook his head. "I am afraid that it will take +wiser heads than yours or mine," he remarked, and bowing in a +stately, old-fashioned manner he departed. + +"It is very good of Lord St. Simon to honour my head by putting +it on a level with his own," said Sherlock Holmes, laughing. "I +think that I shall have a whisky and soda and a cigar after all +this cross-questioning. I had formed my conclusions as to the +case before our client came into the room." + +"My dear Holmes!" + +"I have notes of several similar cases, though none, as I +remarked before, which were quite as prompt. My whole examination +served to turn my conjecture into a certainty. Circumstantial +evidence is occasionally very convincing, as when you find a +trout in the milk, to quote Thoreau's example." + +"But I have heard all that you have heard." + +"Without, however, the knowledge of pre-existing cases which +serves me so well. There was a parallel instance in Aberdeen some +years back, and something on very much the same lines at Munich +the year after the Franco-Prussian War. It is one of these +cases--but, hullo, here is Lestrade! Good-afternoon, Lestrade! +You will find an extra tumbler upon the sideboard, and there are +cigars in the box." + +The official detective was attired in a pea-jacket and cravat, +which gave him a decidedly nautical appearance, and he carried a +black canvas bag in his hand. With a short greeting he seated +himself and lit the cigar which had been offered to him. + +"What's up, then?" asked Holmes with a twinkle in his eye. "You +look dissatisfied." + +"And I feel dissatisfied. It is this infernal St. Simon marriage +case. I can make neither head nor tail of the business." + +"Really! You surprise me." + +"Who ever heard of such a mixed affair? Every clue seems to slip +through my fingers. I have been at work upon it all day." + +"And very wet it seems to have made you," said Holmes laying his +hand upon the arm of the pea-jacket. + +"Yes, I have been dragging the Serpentine." + +"In heaven's name, what for?" + +"In search of the body of Lady St. Simon." + +Sherlock Holmes leaned back in his chair and laughed heartily. + +"Have you dragged the basin of Trafalgar Square fountain?" he +asked. + +"Why? What do you mean?" + +"Because you have just as good a chance of finding this lady in +the one as in the other." + +Lestrade shot an angry glance at my companion. "I suppose you +know all about it," he snarled. + +"Well, I have only just heard the facts, but my mind is made up." + +"Oh, indeed! Then you think that the Serpentine plays no part in +the matter?" + +"I think it very unlikely." + +"Then perhaps you will kindly explain how it is that we found +this in it?" He opened his bag as he spoke, and tumbled onto the +floor a wedding-dress of watered silk, a pair of white satin +shoes and a bride's wreath and veil, all discoloured and soaked +in water. "There," said he, putting a new wedding-ring upon the +top of the pile. "There is a little nut for you to crack, Master +Holmes." + +"Oh, indeed!" said my friend, blowing blue rings into the air. +"You dragged them from the Serpentine?" + +"No. They were found floating near the margin by a park-keeper. +They have been identified as her clothes, and it seemed to me +that if the clothes were there the body would not be far off." + +"By the same brilliant reasoning, every man's body is to be found +in the neighbourhood of his wardrobe. And pray what did you hope +to arrive at through this?" + +"At some evidence implicating Flora Millar in the disappearance." + +"I am afraid that you will find it difficult." + +"Are you, indeed, now?" cried Lestrade with some bitterness. "I +am afraid, Holmes, that you are not very practical with your +deductions and your inferences. You have made two blunders in as +many minutes. This dress does implicate Miss Flora Millar." + +"And how?" + +"In the dress is a pocket. In the pocket is a card-case. In the +card-case is a note. And here is the very note." He slapped it +down upon the table in front of him. "Listen to this: 'You will +see me when all is ready. Come at once. F.H.M.' Now my theory all +along has been that Lady St. Simon was decoyed away by Flora +Millar, and that she, with confederates, no doubt, was +responsible for her disappearance. Here, signed with her +initials, is the very note which was no doubt quietly slipped +into her hand at the door and which lured her within their +reach." + +"Very good, Lestrade," said Holmes, laughing. "You really are +very fine indeed. Let me see it." He took up the paper in a +listless way, but his attention instantly became riveted, and he +gave a little cry of satisfaction. "This is indeed important," +said he. + +"Ha! you find it so?" + +"Extremely so. I congratulate you warmly." + +Lestrade rose in his triumph and bent his head to look. "Why," he +shrieked, "you're looking at the wrong side!" + +"On the contrary, this is the right side." + +"The right side? You're mad! Here is the note written in pencil +over here." + +"And over here is what appears to be the fragment of a hotel +bill, which interests me deeply." + +"There's nothing in it. I looked at it before," said Lestrade. +"'Oct. 4th, rooms 8s., breakfast 2s. 6d., cocktail 1s., lunch 2s. +6d., glass sherry, 8d.' I see nothing in that." + +"Very likely not. It is most important, all the same. As to the +note, it is important also, or at least the initials are, so I +congratulate you again." + +"I've wasted time enough," said Lestrade, rising. "I believe in +hard work and not in sitting by the fire spinning fine theories. +Good-day, Mr. Holmes, and we shall see which gets to the bottom +of the matter first." He gathered up the garments, thrust them +into the bag, and made for the door. + +"Just one hint to you, Lestrade," drawled Holmes before his rival +vanished; "I will tell you the true solution of the matter. Lady +St. Simon is a myth. There is not, and there never has been, any +such person." + +Lestrade looked sadly at my companion. Then he turned to me, +tapped his forehead three times, shook his head solemnly, and +hurried away. + +He had hardly shut the door behind him when Holmes rose to put on +his overcoat. "There is something in what the fellow says about +outdoor work," he remarked, "so I think, Watson, that I must +leave you to your papers for a little." + +It was after five o'clock when Sherlock Holmes left me, but I had +no time to be lonely, for within an hour there arrived a +confectioner's man with a very large flat box. This he unpacked +with the help of a youth whom he had brought with him, and +presently, to my very great astonishment, a quite epicurean +little cold supper began to be laid out upon our humble +lodging-house mahogany. There were a couple of brace of cold +woodcock, a pheasant, a pt de foie gras pie with a group of +ancient and cobwebby bottles. Having laid out all these luxuries, +my two visitors vanished away, like the genii of the Arabian +Nights, with no explanation save that the things had been paid +for and were ordered to this address. + +Just before nine o'clock Sherlock Holmes stepped briskly into the +room. His features were gravely set, but there was a light in his +eye which made me think that he had not been disappointed in his +conclusions. + +"They have laid the supper, then," he said, rubbing his hands. + +"You seem to expect company. They have laid for five." + +"Yes, I fancy we may have some company dropping in," said he. "I +am surprised that Lord St. Simon has not already arrived. Ha! I +fancy that I hear his step now upon the stairs." + +It was indeed our visitor of the afternoon who came bustling in, +dangling his glasses more vigorously than ever, and with a very +perturbed expression upon his aristocratic features. + +"My messenger reached you, then?" asked Holmes. + +"Yes, and I confess that the contents startled me beyond measure. +Have you good authority for what you say?" + +"The best possible." + +Lord St. Simon sank into a chair and passed his hand over his +forehead. + +"What will the Duke say," he murmured, "when he hears that one of +the family has been subjected to such humiliation?" + +"It is the purest accident. I cannot allow that there is any +humiliation." + +"Ah, you look on these things from another standpoint." + +"I fail to see that anyone is to blame. I can hardly see how the +lady could have acted otherwise, though her abrupt method of +doing it was undoubtedly to be regretted. Having no mother, she +had no one to advise her at such a crisis." + +"It was a slight, sir, a public slight," said Lord St. Simon, +tapping his fingers upon the table. + +"You must make allowance for this poor girl, placed in so +unprecedented a position." + +"I will make no allowance. I am very angry indeed, and I have +been shamefully used." + +"I think that I heard a ring," said Holmes. "Yes, there are steps +on the landing. If I cannot persuade you to take a lenient view +of the matter, Lord St. Simon, I have brought an advocate here +who may be more successful." He opened the door and ushered in a +lady and gentleman. "Lord St. Simon," said he "allow me to +introduce you to Mr. and Mrs. Francis Hay Moulton. The lady, I +think, you have already met." + +At the sight of these newcomers our client had sprung from his +seat and stood very erect, with his eyes cast down and his hand +thrust into the breast of his frock-coat, a picture of offended +dignity. The lady had taken a quick step forward and had held out +her hand to him, but he still refused to raise his eyes. It was +as well for his resolution, perhaps, for her pleading face was +one which it was hard to resist. + +"You're angry, Robert," said she. "Well, I guess you have every +cause to be." + +"Pray make no apology to me," said Lord St. Simon bitterly. + +"Oh, yes, I know that I have treated you real bad and that I +should have spoken to you before I went; but I was kind of +rattled, and from the time when I saw Frank here again I just +didn't know what I was doing or saying. I only wonder I didn't +fall down and do a faint right there before the altar." + +"Perhaps, Mrs. Moulton, you would like my friend and me to leave +the room while you explain this matter?" + +"If I may give an opinion," remarked the strange gentleman, +"we've had just a little too much secrecy over this business +already. For my part, I should like all Europe and America to +hear the rights of it." He was a small, wiry, sunburnt man, +clean-shaven, with a sharp face and alert manner. + +"Then I'll tell our story right away," said the lady. "Frank here +and I met in '84, in McQuire's camp, near the Rockies, where pa +was working a claim. We were engaged to each other, Frank and I; +but then one day father struck a rich pocket and made a pile, +while poor Frank here had a claim that petered out and came to +nothing. The richer pa grew the poorer was Frank; so at last pa +wouldn't hear of our engagement lasting any longer, and he took +me away to 'Frisco. Frank wouldn't throw up his hand, though; so +he followed me there, and he saw me without pa knowing anything +about it. It would only have made him mad to know, so we just +fixed it all up for ourselves. Frank said that he would go and +make his pile, too, and never come back to claim me until he had +as much as pa. So then I promised to wait for him to the end of +time and pledged myself not to marry anyone else while he lived. +'Why shouldn't we be married right away, then,' said he, 'and +then I will feel sure of you; and I won't claim to be your +husband until I come back?' Well, we talked it over, and he had +fixed it all up so nicely, with a clergyman all ready in waiting, +that we just did it right there; and then Frank went off to seek +his fortune, and I went back to pa. + +"The next I heard of Frank was that he was in Montana, and then +he went prospecting in Arizona, and then I heard of him from New +Mexico. After that came a long newspaper story about how a +miners' camp had been attacked by Apache Indians, and there was +my Frank's name among the killed. I fainted dead away, and I was +very sick for months after. Pa thought I had a decline and took +me to half the doctors in 'Frisco. Not a word of news came for a +year and more, so that I never doubted that Frank was really +dead. Then Lord St. Simon came to 'Frisco, and we came to London, +and a marriage was arranged, and pa was very pleased, but I felt +all the time that no man on this earth would ever take the place +in my heart that had been given to my poor Frank. + +"Still, if I had married Lord St. Simon, of course I'd have done +my duty by him. We can't command our love, but we can our +actions. I went to the altar with him with the intention to make +him just as good a wife as it was in me to be. But you may +imagine what I felt when, just as I came to the altar rails, I +glanced back and saw Frank standing and looking at me out of the +first pew. I thought it was his ghost at first; but when I looked +again there he was still, with a kind of question in his eyes, as +if to ask me whether I were glad or sorry to see him. I wonder I +didn't drop. I know that everything was turning round, and the +words of the clergyman were just like the buzz of a bee in my +ear. I didn't know what to do. Should I stop the service and make +a scene in the church? I glanced at him again, and he seemed to +know what I was thinking, for he raised his finger to his lips to +tell me to be still. Then I saw him scribble on a piece of paper, +and I knew that he was writing me a note. As I passed his pew on +the way out I dropped my bouquet over to him, and he slipped the +note into my hand when he returned me the flowers. It was only a +line asking me to join him when he made the sign to me to do so. +Of course I never doubted for a moment that my first duty was now +to him, and I determined to do just whatever he might direct. + +"When I got back I told my maid, who had known him in California, +and had always been his friend. I ordered her to say nothing, but +to get a few things packed and my ulster ready. I know I ought to +have spoken to Lord St. Simon, but it was dreadful hard before +his mother and all those great people. I just made up my mind to +run away and explain afterwards. I hadn't been at the table ten +minutes before I saw Frank out of the window at the other side of +the road. He beckoned to me and then began walking into the Park. +I slipped out, put on my things, and followed him. Some woman +came talking something or other about Lord St. Simon to +me--seemed to me from the little I heard as if he had a little +secret of his own before marriage also--but I managed to get away +from her and soon overtook Frank. We got into a cab together, and +away we drove to some lodgings he had taken in Gordon Square, and +that was my true wedding after all those years of waiting. Frank +had been a prisoner among the Apaches, had escaped, came on to +'Frisco, found that I had given him up for dead and had gone to +England, followed me there, and had come upon me at last on the +very morning of my second wedding." + +"I saw it in a paper," explained the American. "It gave the name +and the church but not where the lady lived." + +"Then we had a talk as to what we should do, and Frank was all +for openness, but I was so ashamed of it all that I felt as if I +should like to vanish away and never see any of them again--just +sending a line to pa, perhaps, to show him that I was alive. It +was awful to me to think of all those lords and ladies sitting +round that breakfast-table and waiting for me to come back. So +Frank took my wedding-clothes and things and made a bundle of +them, so that I should not be traced, and dropped them away +somewhere where no one could find them. It is likely that we +should have gone on to Paris to-morrow, only that this good +gentleman, Mr. Holmes, came round to us this evening, though how +he found us is more than I can think, and he showed us very +clearly and kindly that I was wrong and that Frank was right, and +that we should be putting ourselves in the wrong if we were so +secret. Then he offered to give us a chance of talking to Lord +St. Simon alone, and so we came right away round to his rooms at +once. Now, Robert, you have heard it all, and I am very sorry if +I have given you pain, and I hope that you do not think very +meanly of me." + +Lord St. Simon had by no means relaxed his rigid attitude, but +had listened with a frowning brow and a compressed lip to this +long narrative. + +"Excuse me," he said, "but it is not my custom to discuss my most +intimate personal affairs in this public manner." + +"Then you won't forgive me? You won't shake hands before I go?" + +"Oh, certainly, if it would give you any pleasure." He put out +his hand and coldly grasped that which she extended to him. + +"I had hoped," suggested Holmes, "that you would have joined us +in a friendly supper." + +"I think that there you ask a little too much," responded his +Lordship. "I may be forced to acquiesce in these recent +developments, but I can hardly be expected to make merry over +them. I think that with your permission I will now wish you all a +very good-night." He included us all in a sweeping bow and +stalked out of the room. + +"Then I trust that you at least will honour me with your +company," said Sherlock Holmes. "It is always a joy to meet an +American, Mr. Moulton, for I am one of those who believe that the +folly of a monarch and the blundering of a minister in far-gone +years will not prevent our children from being some day citizens +of the same world-wide country under a flag which shall be a +quartering of the Union Jack with the Stars and Stripes." + +"The case has been an interesting one," remarked Holmes when our +visitors had left us, "because it serves to show very clearly how +simple the explanation may be of an affair which at first sight +seems to be almost inexplicable. Nothing could be more natural +than the sequence of events as narrated by this lady, and nothing +stranger than the result when viewed, for instance, by Mr. +Lestrade of Scotland Yard." + +"You were not yourself at fault at all, then?" + +"From the first, two facts were very obvious to me, the one that +the lady had been quite willing to undergo the wedding ceremony, +the other that she had repented of it within a few minutes of +returning home. Obviously something had occurred during the +morning, then, to cause her to change her mind. What could that +something be? She could not have spoken to anyone when she was +out, for she had been in the company of the bridegroom. Had she +seen someone, then? If she had, it must be someone from America +because she had spent so short a time in this country that she +could hardly have allowed anyone to acquire so deep an influence +over her that the mere sight of him would induce her to change +her plans so completely. You see we have already arrived, by a +process of exclusion, at the idea that she might have seen an +American. Then who could this American be, and why should he +possess so much influence over her? It might be a lover; it might +be a husband. Her young womanhood had, I knew, been spent in +rough scenes and under strange conditions. So far I had got +before I ever heard Lord St. Simon's narrative. When he told us +of a man in a pew, of the change in the bride's manner, of so +transparent a device for obtaining a note as the dropping of a +bouquet, of her resort to her confidential maid, and of her very +significant allusion to claim-jumping--which in miners' parlance +means taking possession of that which another person has a prior +claim to--the whole situation became absolutely clear. She had +gone off with a man, and the man was either a lover or was a +previous husband--the chances being in favour of the latter." + +"And how in the world did you find them?" + +"It might have been difficult, but friend Lestrade held +information in his hands the value of which he did not himself +know. The initials were, of course, of the highest importance, +but more valuable still was it to know that within a week he had +settled his bill at one of the most select London hotels." + +"How did you deduce the select?" + +"By the select prices. Eight shillings for a bed and eightpence +for a glass of sherry pointed to one of the most expensive +hotels. There are not many in London which charge at that rate. +In the second one which I visited in Northumberland Avenue, I +learned by an inspection of the book that Francis H. Moulton, an +American gentleman, had left only the day before, and on looking +over the entries against him, I came upon the very items which I +had seen in the duplicate bill. His letters were to be forwarded +to 226 Gordon Square; so thither I travelled, and being fortunate +enough to find the loving couple at home, I ventured to give them +some paternal advice and to point out to them that it would be +better in every way that they should make their position a little +clearer both to the general public and to Lord St. Simon in +particular. I invited them to meet him here, and, as you see, I +made him keep the appointment." + +"But with no very good result," I remarked. "His conduct was +certainly not very gracious." + +"Ah, Watson," said Holmes, smiling, "perhaps you would not be +very gracious either, if, after all the trouble of wooing and +wedding, you found yourself deprived in an instant of wife and of +fortune. I think that we may judge Lord St. Simon very mercifully +and thank our stars that we are never likely to find ourselves in +the same position. Draw your chair up and hand me my violin, for +the only problem we have still to solve is how to while away +these bleak autumnal evenings." + + + +XI. THE ADVENTURE OF THE BERYL CORONET + +"Holmes," said I as I stood one morning in our bow-window looking +down the street, "here is a madman coming along. It seems rather +sad that his relatives should allow him to come out alone." + +My friend rose lazily from his armchair and stood with his hands +in the pockets of his dressing-gown, looking over my shoulder. It +was a bright, crisp February morning, and the snow of the day +before still lay deep upon the ground, shimmering brightly in the +wintry sun. Down the centre of Baker Street it had been ploughed +into a brown crumbly band by the traffic, but at either side and +on the heaped-up edges of the foot-paths it still lay as white as +when it fell. The grey pavement had been cleaned and scraped, but +was still dangerously slippery, so that there were fewer +passengers than usual. Indeed, from the direction of the +Metropolitan Station no one was coming save the single gentleman +whose eccentric conduct had drawn my attention. + +He was a man of about fifty, tall, portly, and imposing, with a +massive, strongly marked face and a commanding figure. He was +dressed in a sombre yet rich style, in black frock-coat, shining +hat, neat brown gaiters, and well-cut pearl-grey trousers. Yet +his actions were in absurd contrast to the dignity of his dress +and features, for he was running hard, with occasional little +springs, such as a weary man gives who is little accustomed to +set any tax upon his legs. As he ran he jerked his hands up and +down, waggled his head, and writhed his face into the most +extraordinary contortions. + +"What on earth can be the matter with him?" I asked. "He is +looking up at the numbers of the houses." + +"I believe that he is coming here," said Holmes, rubbing his +hands. + +"Here?" + +"Yes; I rather think he is coming to consult me professionally. I +think that I recognise the symptoms. Ha! did I not tell you?" As +he spoke, the man, puffing and blowing, rushed at our door and +pulled at our bell until the whole house resounded with the +clanging. + +A few moments later he was in our room, still puffing, still +gesticulating, but with so fixed a look of grief and despair in +his eyes that our smiles were turned in an instant to horror and +pity. For a while he could not get his words out, but swayed his +body and plucked at his hair like one who has been driven to the +extreme limits of his reason. Then, suddenly springing to his +feet, he beat his head against the wall with such force that we +both rushed upon him and tore him away to the centre of the room. +Sherlock Holmes pushed him down into the easy-chair and, sitting +beside him, patted his hand and chatted with him in the easy, +soothing tones which he knew so well how to employ. + +"You have come to me to tell your story, have you not?" said he. +"You are fatigued with your haste. Pray wait until you have +recovered yourself, and then I shall be most happy to look into +any little problem which you may submit to me." + +The man sat for a minute or more with a heaving chest, fighting +against his emotion. Then he passed his handkerchief over his +brow, set his lips tight, and turned his face towards us. + +"No doubt you think me mad?" said he. + +"I see that you have had some great trouble," responded Holmes. + +"God knows I have!--a trouble which is enough to unseat my +reason, so sudden and so terrible is it. Public disgrace I might +have faced, although I am a man whose character has never yet +borne a stain. Private affliction also is the lot of every man; +but the two coming together, and in so frightful a form, have +been enough to shake my very soul. Besides, it is not I alone. +The very noblest in the land may suffer unless some way be found +out of this horrible affair." + +"Pray compose yourself, sir," said Holmes, "and let me have a +clear account of who you are and what it is that has befallen +you." + +"My name," answered our visitor, "is probably familiar to your +ears. I am Alexander Holder, of the banking firm of Holder & +Stevenson, of Threadneedle Street." + +The name was indeed well known to us as belonging to the senior +partner in the second largest private banking concern in the City +of London. What could have happened, then, to bring one of the +foremost citizens of London to this most pitiable pass? We +waited, all curiosity, until with another effort he braced +himself to tell his story. + +"I feel that time is of value," said he; "that is why I hastened +here when the police inspector suggested that I should secure +your co-operation. I came to Baker Street by the Underground and +hurried from there on foot, for the cabs go slowly through this +snow. That is why I was so out of breath, for I am a man who +takes very little exercise. I feel better now, and I will put the +facts before you as shortly and yet as clearly as I can. + +"It is, of course, well known to you that in a successful banking +business as much depends upon our being able to find remunerative +investments for our funds as upon our increasing our connection +and the number of our depositors. One of our most lucrative means +of laying out money is in the shape of loans, where the security +is unimpeachable. We have done a good deal in this direction +during the last few years, and there are many noble families to +whom we have advanced large sums upon the security of their +pictures, libraries, or plate. + +"Yesterday morning I was seated in my office at the bank when a +card was brought in to me by one of the clerks. I started when I +saw the name, for it was that of none other than--well, perhaps +even to you I had better say no more than that it was a name +which is a household word all over the earth--one of the highest, +noblest, most exalted names in England. I was overwhelmed by the +honour and attempted, when he entered, to say so, but he plunged +at once into business with the air of a man who wishes to hurry +quickly through a disagreeable task. + +"'Mr. Holder,' said he, 'I have been informed that you are in the +habit of advancing money.' + +"'The firm does so when the security is good.' I answered. + +"'It is absolutely essential to me,' said he, 'that I should have +50,000 pounds at once. I could, of course, borrow so trifling a +sum ten times over from my friends, but I much prefer to make it +a matter of business and to carry out that business myself. In my +position you can readily understand that it is unwise to place +one's self under obligations.' + +"'For how long, may I ask, do you want this sum?' I asked. + +"'Next Monday I have a large sum due to me, and I shall then most +certainly repay what you advance, with whatever interest you +think it right to charge. But it is very essential to me that the +money should be paid at once.' + +"'I should be happy to advance it without further parley from my +own private purse,' said I, 'were it not that the strain would be +rather more than it could bear. If, on the other hand, I am to do +it in the name of the firm, then in justice to my partner I must +insist that, even in your case, every businesslike precaution +should be taken.' + +"'I should much prefer to have it so,' said he, raising up a +square, black morocco case which he had laid beside his chair. +'You have doubtless heard of the Beryl Coronet?' + +"'One of the most precious public possessions of the empire,' +said I. + +"'Precisely.' He opened the case, and there, imbedded in soft, +flesh-coloured velvet, lay the magnificent piece of jewellery +which he had named. 'There are thirty-nine enormous beryls,' said +he, 'and the price of the gold chasing is incalculable. The +lowest estimate would put the worth of the coronet at double the +sum which I have asked. I am prepared to leave it with you as my +security.' + +"I took the precious case into my hands and looked in some +perplexity from it to my illustrious client. + +"'You doubt its value?' he asked. + +"'Not at all. I only doubt--' + +"'The propriety of my leaving it. You may set your mind at rest +about that. I should not dream of doing so were it not absolutely +certain that I should be able in four days to reclaim it. It is a +pure matter of form. Is the security sufficient?' + +"'Ample.' + +"'You understand, Mr. Holder, that I am giving you a strong proof +of the confidence which I have in you, founded upon all that I +have heard of you. I rely upon you not only to be discreet and to +refrain from all gossip upon the matter but, above all, to +preserve this coronet with every possible precaution because I +need not say that a great public scandal would be caused if any +harm were to befall it. Any injury to it would be almost as +serious as its complete loss, for there are no beryls in the +world to match these, and it would be impossible to replace them. +I leave it with you, however, with every confidence, and I shall +call for it in person on Monday morning.' + +"Seeing that my client was anxious to leave, I said no more but, +calling for my cashier, I ordered him to pay over fifty 1000 +pound notes. When I was alone once more, however, with the +precious case lying upon the table in front of me, I could not +but think with some misgivings of the immense responsibility +which it entailed upon me. There could be no doubt that, as it +was a national possession, a horrible scandal would ensue if any +misfortune should occur to it. I already regretted having ever +consented to take charge of it. However, it was too late to alter +the matter now, so I locked it up in my private safe and turned +once more to my work. + +"When evening came I felt that it would be an imprudence to leave +so precious a thing in the office behind me. Bankers' safes had +been forced before now, and why should not mine be? If so, how +terrible would be the position in which I should find myself! I +determined, therefore, that for the next few days I would always +carry the case backward and forward with me, so that it might +never be really out of my reach. With this intention, I called a +cab and drove out to my house at Streatham, carrying the jewel +with me. I did not breathe freely until I had taken it upstairs +and locked it in the bureau of my dressing-room. + +"And now a word as to my household, Mr. Holmes, for I wish you to +thoroughly understand the situation. My groom and my page sleep +out of the house, and may be set aside altogether. I have three +maid-servants who have been with me a number of years and whose +absolute reliability is quite above suspicion. Another, Lucy +Parr, the second waiting-maid, has only been in my service a few +months. She came with an excellent character, however, and has +always given me satisfaction. She is a very pretty girl and has +attracted admirers who have occasionally hung about the place. +That is the only drawback which we have found to her, but we +believe her to be a thoroughly good girl in every way. + +"So much for the servants. My family itself is so small that it +will not take me long to describe it. I am a widower and have an +only son, Arthur. He has been a disappointment to me, Mr. +Holmes--a grievous disappointment. I have no doubt that I am +myself to blame. People tell me that I have spoiled him. Very +likely I have. When my dear wife died I felt that he was all I +had to love. I could not bear to see the smile fade even for a +moment from his face. I have never denied him a wish. Perhaps it +would have been better for both of us had I been sterner, but I +meant it for the best. + +"It was naturally my intention that he should succeed me in my +business, but he was not of a business turn. He was wild, +wayward, and, to speak the truth, I could not trust him in the +handling of large sums of money. When he was young he became a +member of an aristocratic club, and there, having charming +manners, he was soon the intimate of a number of men with long +purses and expensive habits. He learned to play heavily at cards +and to squander money on the turf, until he had again and again +to come to me and implore me to give him an advance upon his +allowance, that he might settle his debts of honour. He tried +more than once to break away from the dangerous company which he +was keeping, but each time the influence of his friend, Sir +George Burnwell, was enough to draw him back again. + +"And, indeed, I could not wonder that such a man as Sir George +Burnwell should gain an influence over him, for he has frequently +brought him to my house, and I have found myself that I could +hardly resist the fascination of his manner. He is older than +Arthur, a man of the world to his finger-tips, one who had been +everywhere, seen everything, a brilliant talker, and a man of +great personal beauty. Yet when I think of him in cold blood, far +away from the glamour of his presence, I am convinced from his +cynical speech and the look which I have caught in his eyes that +he is one who should be deeply distrusted. So I think, and so, +too, thinks my little Mary, who has a woman's quick insight into +character. + +"And now there is only she to be described. She is my niece; but +when my brother died five years ago and left her alone in the +world I adopted her, and have looked upon her ever since as my +daughter. She is a sunbeam in my house--sweet, loving, beautiful, +a wonderful manager and housekeeper, yet as tender and quiet and +gentle as a woman could be. She is my right hand. I do not know +what I could do without her. In only one matter has she ever gone +against my wishes. Twice my boy has asked her to marry him, for +he loves her devotedly, but each time she has refused him. I +think that if anyone could have drawn him into the right path it +would have been she, and that his marriage might have changed his +whole life; but now, alas! it is too late--forever too late! + +"Now, Mr. Holmes, you know the people who live under my roof, and +I shall continue with my miserable story. + +"When we were taking coffee in the drawing-room that night after +dinner, I told Arthur and Mary my experience, and of the precious +treasure which we had under our roof, suppressing only the name +of my client. Lucy Parr, who had brought in the coffee, had, I am +sure, left the room; but I cannot swear that the door was closed. +Mary and Arthur were much interested and wished to see the famous +coronet, but I thought it better not to disturb it. + +"'Where have you put it?' asked Arthur. + +"'In my own bureau.' + +"'Well, I hope to goodness the house won't be burgled during the +night.' said he. + +"'It is locked up,' I answered. + +"'Oh, any old key will fit that bureau. When I was a youngster I +have opened it myself with the key of the box-room cupboard.' + +"He often had a wild way of talking, so that I thought little of +what he said. He followed me to my room, however, that night with +a very grave face. + +"'Look here, dad,' said he with his eyes cast down, 'can you let +me have 200 pounds?' + +"'No, I cannot!' I answered sharply. 'I have been far too +generous with you in money matters.' + +"'You have been very kind,' said he, 'but I must have this money, +or else I can never show my face inside the club again.' + +"'And a very good thing, too!' I cried. + +"'Yes, but you would not have me leave it a dishonoured man,' +said he. 'I could not bear the disgrace. I must raise the money +in some way, and if you will not let me have it, then I must try +other means.' + +"I was very angry, for this was the third demand during the +month. 'You shall not have a farthing from me,' I cried, on which +he bowed and left the room without another word. + +"When he was gone I unlocked my bureau, made sure that my +treasure was safe, and locked it again. Then I started to go +round the house to see that all was secure--a duty which I +usually leave to Mary but which I thought it well to perform +myself that night. As I came down the stairs I saw Mary herself +at the side window of the hall, which she closed and fastened as +I approached. + +"'Tell me, dad,' said she, looking, I thought, a little +disturbed, 'did you give Lucy, the maid, leave to go out +to-night?' + +"'Certainly not.' + +"'She came in just now by the back door. I have no doubt that she +has only been to the side gate to see someone, but I think that +it is hardly safe and should be stopped.' + +"'You must speak to her in the morning, or I will if you prefer +it. Are you sure that everything is fastened?' + +"'Quite sure, dad.' + +"'Then, good-night.' I kissed her and went up to my bedroom +again, where I was soon asleep. + +"I am endeavouring to tell you everything, Mr. Holmes, which may +have any bearing upon the case, but I beg that you will question +me upon any point which I do not make clear." + +"On the contrary, your statement is singularly lucid." + +"I come to a part of my story now in which I should wish to be +particularly so. I am not a very heavy sleeper, and the anxiety +in my mind tended, no doubt, to make me even less so than usual. +About two in the morning, then, I was awakened by some sound in +the house. It had ceased ere I was wide awake, but it had left an +impression behind it as though a window had gently closed +somewhere. I lay listening with all my ears. Suddenly, to my +horror, there was a distinct sound of footsteps moving softly in +the next room. I slipped out of bed, all palpitating with fear, +and peeped round the corner of my dressing-room door. + +"'Arthur!' I screamed, 'you villain! you thief! How dare you +touch that coronet?' + +"The gas was half up, as I had left it, and my unhappy boy, +dressed only in his shirt and trousers, was standing beside the +light, holding the coronet in his hands. He appeared to be +wrenching at it, or bending it with all his strength. At my cry +he dropped it from his grasp and turned as pale as death. I +snatched it up and examined it. One of the gold corners, with +three of the beryls in it, was missing. + +"'You blackguard!' I shouted, beside myself with rage. 'You have +destroyed it! You have dishonoured me forever! Where are the +jewels which you have stolen?' + +"'Stolen!' he cried. + +"'Yes, thief!' I roared, shaking him by the shoulder. + +"'There are none missing. There cannot be any missing,' said he. + +"'There are three missing. And you know where they are. Must I +call you a liar as well as a thief? Did I not see you trying to +tear off another piece?' + +"'You have called me names enough,' said he, 'I will not stand it +any longer. I shall not say another word about this business, +since you have chosen to insult me. I will leave your house in +the morning and make my own way in the world.' + +"'You shall leave it in the hands of the police!' I cried +half-mad with grief and rage. 'I shall have this matter probed to +the bottom.' + +"'You shall learn nothing from me,' said he with a passion such +as I should not have thought was in his nature. 'If you choose to +call the police, let the police find what they can.' + +"By this time the whole house was astir, for I had raised my +voice in my anger. Mary was the first to rush into my room, and, +at the sight of the coronet and of Arthur's face, she read the +whole story and, with a scream, fell down senseless on the +ground. I sent the house-maid for the police and put the +investigation into their hands at once. When the inspector and a +constable entered the house, Arthur, who had stood sullenly with +his arms folded, asked me whether it was my intention to charge +him with theft. I answered that it had ceased to be a private +matter, but had become a public one, since the ruined coronet was +national property. I was determined that the law should have its +way in everything. + +"'At least,' said he, 'you will not have me arrested at once. It +would be to your advantage as well as mine if I might leave the +house for five minutes.' + +"'That you may get away, or perhaps that you may conceal what you +have stolen,' said I. And then, realising the dreadful position +in which I was placed, I implored him to remember that not only +my honour but that of one who was far greater than I was at +stake; and that he threatened to raise a scandal which would +convulse the nation. He might avert it all if he would but tell +me what he had done with the three missing stones. + +"'You may as well face the matter,' said I; 'you have been caught +in the act, and no confession could make your guilt more heinous. +If you but make such reparation as is in your power, by telling +us where the beryls are, all shall be forgiven and forgotten.' + +"'Keep your forgiveness for those who ask for it,' he answered, +turning away from me with a sneer. I saw that he was too hardened +for any words of mine to influence him. There was but one way for +it. I called in the inspector and gave him into custody. A search +was made at once not only of his person but of his room and of +every portion of the house where he could possibly have concealed +the gems; but no trace of them could be found, nor would the +wretched boy open his mouth for all our persuasions and our +threats. This morning he was removed to a cell, and I, after +going through all the police formalities, have hurried round to +you to implore you to use your skill in unravelling the matter. +The police have openly confessed that they can at present make +nothing of it. You may go to any expense which you think +necessary. I have already offered a reward of 1000 pounds. My +God, what shall I do! I have lost my honour, my gems, and my son +in one night. Oh, what shall I do!" + +He put a hand on either side of his head and rocked himself to +and fro, droning to himself like a child whose grief has got +beyond words. + +Sherlock Holmes sat silent for some few minutes, with his brows +knitted and his eyes fixed upon the fire. + +"Do you receive much company?" he asked. + +"None save my partner with his family and an occasional friend of +Arthur's. Sir George Burnwell has been several times lately. No +one else, I think." + +"Do you go out much in society?" + +"Arthur does. Mary and I stay at home. We neither of us care for +it." + +"That is unusual in a young girl." + +"She is of a quiet nature. Besides, she is not so very young. She +is four-and-twenty." + +"This matter, from what you say, seems to have been a shock to +her also." + +"Terrible! She is even more affected than I." + +"You have neither of you any doubt as to your son's guilt?" + +"How can we have when I saw him with my own eyes with the coronet +in his hands." + +"I hardly consider that a conclusive proof. Was the remainder of +the coronet at all injured?" + +"Yes, it was twisted." + +"Do you not think, then, that he might have been trying to +straighten it?" + +"God bless you! You are doing what you can for him and for me. +But it is too heavy a task. What was he doing there at all? If +his purpose were innocent, why did he not say so?" + +"Precisely. And if it were guilty, why did he not invent a lie? +His silence appears to me to cut both ways. There are several +singular points about the case. What did the police think of the +noise which awoke you from your sleep?" + +"They considered that it might be caused by Arthur's closing his +bedroom door." + +"A likely story! As if a man bent on felony would slam his door +so as to wake a household. What did they say, then, of the +disappearance of these gems?" + +"They are still sounding the planking and probing the furniture +in the hope of finding them." + +"Have they thought of looking outside the house?" + +"Yes, they have shown extraordinary energy. The whole garden has +already been minutely examined." + +"Now, my dear sir," said Holmes, "is it not obvious to you now +that this matter really strikes very much deeper than either you +or the police were at first inclined to think? It appeared to you +to be a simple case; to me it seems exceedingly complex. Consider +what is involved by your theory. You suppose that your son came +down from his bed, went, at great risk, to your dressing-room, +opened your bureau, took out your coronet, broke off by main +force a small portion of it, went off to some other place, +concealed three gems out of the thirty-nine, with such skill that +nobody can find them, and then returned with the other thirty-six +into the room in which he exposed himself to the greatest danger +of being discovered. I ask you now, is such a theory tenable?" + +"But what other is there?" cried the banker with a gesture of +despair. "If his motives were innocent, why does he not explain +them?" + +"It is our task to find that out," replied Holmes; "so now, if +you please, Mr. Holder, we will set off for Streatham together, +and devote an hour to glancing a little more closely into +details." + +My friend insisted upon my accompanying them in their expedition, +which I was eager enough to do, for my curiosity and sympathy +were deeply stirred by the story to which we had listened. I +confess that the guilt of the banker's son appeared to me to be +as obvious as it did to his unhappy father, but still I had such +faith in Holmes' judgment that I felt that there must be some +grounds for hope as long as he was dissatisfied with the accepted +explanation. He hardly spoke a word the whole way out to the +southern suburb, but sat with his chin upon his breast and his +hat drawn over his eyes, sunk in the deepest thought. Our client +appeared to have taken fresh heart at the little glimpse of hope +which had been presented to him, and he even broke into a +desultory chat with me over his business affairs. A short railway +journey and a shorter walk brought us to Fairbank, the modest +residence of the great financier. + +Fairbank was a good-sized square house of white stone, standing +back a little from the road. A double carriage-sweep, with a +snow-clad lawn, stretched down in front to two large iron gates +which closed the entrance. On the right side was a small wooden +thicket, which led into a narrow path between two neat hedges +stretching from the road to the kitchen door, and forming the +tradesmen's entrance. On the left ran a lane which led to the +stables, and was not itself within the grounds at all, being a +public, though little used, thoroughfare. Holmes left us standing +at the door and walked slowly all round the house, across the +front, down the tradesmen's path, and so round by the garden +behind into the stable lane. So long was he that Mr. Holder and I +went into the dining-room and waited by the fire until he should +return. We were sitting there in silence when the door opened and +a young lady came in. She was rather above the middle height, +slim, with dark hair and eyes, which seemed the darker against +the absolute pallor of her skin. I do not think that I have ever +seen such deadly paleness in a woman's face. Her lips, too, were +bloodless, but her eyes were flushed with crying. As she swept +silently into the room she impressed me with a greater sense of +grief than the banker had done in the morning, and it was the +more striking in her as she was evidently a woman of strong +character, with immense capacity for self-restraint. Disregarding +my presence, she went straight to her uncle and passed her hand +over his head with a sweet womanly caress. + +"You have given orders that Arthur should be liberated, have you +not, dad?" she asked. + +"No, no, my girl, the matter must be probed to the bottom." + +"But I am so sure that he is innocent. You know what woman's +instincts are. I know that he has done no harm and that you will +be sorry for having acted so harshly." + +"Why is he silent, then, if he is innocent?" + +"Who knows? Perhaps because he was so angry that you should +suspect him." + +"How could I help suspecting him, when I actually saw him with +the coronet in his hand?" + +"Oh, but he had only picked it up to look at it. Oh, do, do take +my word for it that he is innocent. Let the matter drop and say +no more. It is so dreadful to think of our dear Arthur in +prison!" + +"I shall never let it drop until the gems are found--never, Mary! +Your affection for Arthur blinds you as to the awful consequences +to me. Far from hushing the thing up, I have brought a gentleman +down from London to inquire more deeply into it." + +"This gentleman?" she asked, facing round to me. + +"No, his friend. He wished us to leave him alone. He is round in +the stable lane now." + +"The stable lane?" She raised her dark eyebrows. "What can he +hope to find there? Ah! this, I suppose, is he. I trust, sir, +that you will succeed in proving, what I feel sure is the truth, +that my cousin Arthur is innocent of this crime." + +"I fully share your opinion, and I trust, with you, that we may +prove it," returned Holmes, going back to the mat to knock the +snow from his shoes. "I believe I have the honour of addressing +Miss Mary Holder. Might I ask you a question or two?" + +"Pray do, sir, if it may help to clear this horrible affair up." + +"You heard nothing yourself last night?" + +"Nothing, until my uncle here began to speak loudly. I heard +that, and I came down." + +"You shut up the windows and doors the night before. Did you +fasten all the windows?" + +"Yes." + +"Were they all fastened this morning?" + +"Yes." + +"You have a maid who has a sweetheart? I think that you remarked +to your uncle last night that she had been out to see him?" + +"Yes, and she was the girl who waited in the drawing-room, and +who may have heard uncle's remarks about the coronet." + +"I see. You infer that she may have gone out to tell her +sweetheart, and that the two may have planned the robbery." + +"But what is the good of all these vague theories," cried the +banker impatiently, "when I have told you that I saw Arthur with +the coronet in his hands?" + +"Wait a little, Mr. Holder. We must come back to that. About this +girl, Miss Holder. You saw her return by the kitchen door, I +presume?" + +"Yes; when I went to see if the door was fastened for the night I +met her slipping in. I saw the man, too, in the gloom." + +"Do you know him?" + +"Oh, yes! he is the green-grocer who brings our vegetables round. +His name is Francis Prosper." + +"He stood," said Holmes, "to the left of the door--that is to +say, farther up the path than is necessary to reach the door?" + +"Yes, he did." + +"And he is a man with a wooden leg?" + +Something like fear sprang up in the young lady's expressive +black eyes. "Why, you are like a magician," said she. "How do you +know that?" She smiled, but there was no answering smile in +Holmes' thin, eager face. + +"I should be very glad now to go upstairs," said he. "I shall +probably wish to go over the outside of the house again. Perhaps +I had better take a look at the lower windows before I go up." + +He walked swiftly round from one to the other, pausing only at +the large one which looked from the hall onto the stable lane. +This he opened and made a very careful examination of the sill +with his powerful magnifying lens. "Now we shall go upstairs," +said he at last. + +The banker's dressing-room was a plainly furnished little +chamber, with a grey carpet, a large bureau, and a long mirror. +Holmes went to the bureau first and looked hard at the lock. + +"Which key was used to open it?" he asked. + +"That which my son himself indicated--that of the cupboard of the +lumber-room." + +"Have you it here?" + +"That is it on the dressing-table." + +Sherlock Holmes took it up and opened the bureau. + +"It is a noiseless lock," said he. "It is no wonder that it did +not wake you. This case, I presume, contains the coronet. We must +have a look at it." He opened the case, and taking out the diadem +he laid it upon the table. It was a magnificent specimen of the +jeweller's art, and the thirty-six stones were the finest that I +have ever seen. At one side of the coronet was a cracked edge, +where a corner holding three gems had been torn away. + +"Now, Mr. Holder," said Holmes, "here is the corner which +corresponds to that which has been so unfortunately lost. Might I +beg that you will break it off." + +The banker recoiled in horror. "I should not dream of trying," +said he. + +"Then I will." Holmes suddenly bent his strength upon it, but +without result. "I feel it give a little," said he; "but, though +I am exceptionally strong in the fingers, it would take me all my +time to break it. An ordinary man could not do it. Now, what do +you think would happen if I did break it, Mr. Holder? There would +be a noise like a pistol shot. Do you tell me that all this +happened within a few yards of your bed and that you heard +nothing of it?" + +"I do not know what to think. It is all dark to me." + +"But perhaps it may grow lighter as we go. What do you think, +Miss Holder?" + +"I confess that I still share my uncle's perplexity." + +"Your son had no shoes or slippers on when you saw him?" + +"He had nothing on save only his trousers and shirt." + +"Thank you. We have certainly been favoured with extraordinary +luck during this inquiry, and it will be entirely our own fault +if we do not succeed in clearing the matter up. With your +permission, Mr. Holder, I shall now continue my investigations +outside." + +He went alone, at his own request, for he explained that any +unnecessary footmarks might make his task more difficult. For an +hour or more he was at work, returning at last with his feet +heavy with snow and his features as inscrutable as ever. + +"I think that I have seen now all that there is to see, Mr. +Holder," said he; "I can serve you best by returning to my +rooms." + +"But the gems, Mr. Holmes. Where are they?" + +"I cannot tell." + +The banker wrung his hands. "I shall never see them again!" he +cried. "And my son? You give me hopes?" + +"My opinion is in no way altered." + +"Then, for God's sake, what was this dark business which was +acted in my house last night?" + +"If you can call upon me at my Baker Street rooms to-morrow +morning between nine and ten I shall be happy to do what I can to +make it clearer. I understand that you give me carte blanche to +act for you, provided only that I get back the gems, and that you +place no limit on the sum I may draw." + +"I would give my fortune to have them back." + +"Very good. I shall look into the matter between this and then. +Good-bye; it is just possible that I may have to come over here +again before evening." + +It was obvious to me that my companion's mind was now made up +about the case, although what his conclusions were was more than +I could even dimly imagine. Several times during our homeward +journey I endeavoured to sound him upon the point, but he always +glided away to some other topic, until at last I gave it over in +despair. It was not yet three when we found ourselves in our +rooms once more. He hurried to his chamber and was down again in +a few minutes dressed as a common loafer. With his collar turned +up, his shiny, seedy coat, his red cravat, and his worn boots, he +was a perfect sample of the class. + +"I think that this should do," said he, glancing into the glass +above the fireplace. "I only wish that you could come with me, +Watson, but I fear that it won't do. I may be on the trail in +this matter, or I may be following a will-o'-the-wisp, but I +shall soon know which it is. I hope that I may be back in a few +hours." He cut a slice of beef from the joint upon the sideboard, +sandwiched it between two rounds of bread, and thrusting this +rude meal into his pocket he started off upon his expedition. + +I had just finished my tea when he returned, evidently in +excellent spirits, swinging an old elastic-sided boot in his +hand. He chucked it down into a corner and helped himself to a +cup of tea. + +"I only looked in as I passed," said he. "I am going right on." + +"Where to?" + +"Oh, to the other side of the West End. It may be some time +before I get back. Don't wait up for me in case I should be +late." + +"How are you getting on?" + +"Oh, so so. Nothing to complain of. I have been out to Streatham +since I saw you last, but I did not call at the house. It is a +very sweet little problem, and I would not have missed it for a +good deal. However, I must not sit gossiping here, but must get +these disreputable clothes off and return to my highly +respectable self." + +I could see by his manner that he had stronger reasons for +satisfaction than his words alone would imply. His eyes twinkled, +and there was even a touch of colour upon his sallow cheeks. He +hastened upstairs, and a few minutes later I heard the slam of +the hall door, which told me that he was off once more upon his +congenial hunt. + +I waited until midnight, but there was no sign of his return, so +I retired to my room. It was no uncommon thing for him to be away +for days and nights on end when he was hot upon a scent, so that +his lateness caused me no surprise. I do not know at what hour he +came in, but when I came down to breakfast in the morning there +he was with a cup of coffee in one hand and the paper in the +other, as fresh and trim as possible. + +"You will excuse my beginning without you, Watson," said he, "but +you remember that our client has rather an early appointment this +morning." + +"Why, it is after nine now," I answered. "I should not be +surprised if that were he. I thought I heard a ring." + +It was, indeed, our friend the financier. I was shocked by the +change which had come over him, for his face which was naturally +of a broad and massive mould, was now pinched and fallen in, +while his hair seemed to me at least a shade whiter. He entered +with a weariness and lethargy which was even more painful than +his violence of the morning before, and he dropped heavily into +the armchair which I pushed forward for him. + +"I do not know what I have done to be so severely tried," said +he. "Only two days ago I was a happy and prosperous man, without +a care in the world. Now I am left to a lonely and dishonoured +age. One sorrow comes close upon the heels of another. My niece, +Mary, has deserted me." + +"Deserted you?" + +"Yes. Her bed this morning had not been slept in, her room was +empty, and a note for me lay upon the hall table. I had said to +her last night, in sorrow and not in anger, that if she had +married my boy all might have been well with him. Perhaps it was +thoughtless of me to say so. It is to that remark that she refers +in this note: + +"'MY DEAREST UNCLE:--I feel that I have brought trouble upon you, +and that if I had acted differently this terrible misfortune +might never have occurred. I cannot, with this thought in my +mind, ever again be happy under your roof, and I feel that I must +leave you forever. Do not worry about my future, for that is +provided for; and, above all, do not search for me, for it will +be fruitless labour and an ill-service to me. In life or in +death, I am ever your loving,--MARY.' + +"What could she mean by that note, Mr. Holmes? Do you think it +points to suicide?" + +"No, no, nothing of the kind. It is perhaps the best possible +solution. I trust, Mr. Holder, that you are nearing the end of +your troubles." + +"Ha! You say so! You have heard something, Mr. Holmes; you have +learned something! Where are the gems?" + +"You would not think 1000 pounds apiece an excessive sum for +them?" + +"I would pay ten." + +"That would be unnecessary. Three thousand will cover the matter. +And there is a little reward, I fancy. Have you your check-book? +Here is a pen. Better make it out for 4000 pounds." + +With a dazed face the banker made out the required check. Holmes +walked over to his desk, took out a little triangular piece of +gold with three gems in it, and threw it down upon the table. + +With a shriek of joy our client clutched it up. + +"You have it!" he gasped. "I am saved! I am saved!" + +The reaction of joy was as passionate as his grief had been, and +he hugged his recovered gems to his bosom. + +"There is one other thing you owe, Mr. Holder," said Sherlock +Holmes rather sternly. + +"Owe!" He caught up a pen. "Name the sum, and I will pay it." + +"No, the debt is not to me. You owe a very humble apology to that +noble lad, your son, who has carried himself in this matter as I +should be proud to see my own son do, should I ever chance to +have one." + +"Then it was not Arthur who took them?" + +"I told you yesterday, and I repeat to-day, that it was not." + +"You are sure of it! Then let us hurry to him at once to let him +know that the truth is known." + +"He knows it already. When I had cleared it all up I had an +interview with him, and finding that he would not tell me the +story, I told it to him, on which he had to confess that I was +right and to add the very few details which were not yet quite +clear to me. Your news of this morning, however, may open his +lips." + +"For heaven's sake, tell me, then, what is this extraordinary +mystery!" + +"I will do so, and I will show you the steps by which I reached +it. And let me say to you, first, that which it is hardest for me +to say and for you to hear: there has been an understanding +between Sir George Burnwell and your niece Mary. They have now +fled together." + +"My Mary? Impossible!" + +"It is unfortunately more than possible; it is certain. Neither +you nor your son knew the true character of this man when you +admitted him into your family circle. He is one of the most +dangerous men in England--a ruined gambler, an absolutely +desperate villain, a man without heart or conscience. Your niece +knew nothing of such men. When he breathed his vows to her, as he +had done to a hundred before her, she flattered herself that she +alone had touched his heart. The devil knows best what he said, +but at least she became his tool and was in the habit of seeing +him nearly every evening." + +"I cannot, and I will not, believe it!" cried the banker with an +ashen face. + +"I will tell you, then, what occurred in your house last night. +Your niece, when you had, as she thought, gone to your room, +slipped down and talked to her lover through the window which +leads into the stable lane. His footmarks had pressed right +through the snow, so long had he stood there. She told him of the +coronet. His wicked lust for gold kindled at the news, and he +bent her to his will. I have no doubt that she loved you, but +there are women in whom the love of a lover extinguishes all +other loves, and I think that she must have been one. She had +hardly listened to his instructions when she saw you coming +downstairs, on which she closed the window rapidly and told you +about one of the servants' escapade with her wooden-legged lover, +which was all perfectly true. + +"Your boy, Arthur, went to bed after his interview with you but +he slept badly on account of his uneasiness about his club debts. +In the middle of the night he heard a soft tread pass his door, +so he rose and, looking out, was surprised to see his cousin +walking very stealthily along the passage until she disappeared +into your dressing-room. Petrified with astonishment, the lad +slipped on some clothes and waited there in the dark to see what +would come of this strange affair. Presently she emerged from the +room again, and in the light of the passage-lamp your son saw +that she carried the precious coronet in her hands. She passed +down the stairs, and he, thrilling with horror, ran along and +slipped behind the curtain near your door, whence he could see +what passed in the hall beneath. He saw her stealthily open the +window, hand out the coronet to someone in the gloom, and then +closing it once more hurry back to her room, passing quite close +to where he stood hid behind the curtain. + +"As long as she was on the scene he could not take any action +without a horrible exposure of the woman whom he loved. But the +instant that she was gone he realised how crushing a misfortune +this would be for you, and how all-important it was to set it +right. He rushed down, just as he was, in his bare feet, opened +the window, sprang out into the snow, and ran down the lane, +where he could see a dark figure in the moonlight. Sir George +Burnwell tried to get away, but Arthur caught him, and there was +a struggle between them, your lad tugging at one side of the +coronet, and his opponent at the other. In the scuffle, your son +struck Sir George and cut him over the eye. Then something +suddenly snapped, and your son, finding that he had the coronet +in his hands, rushed back, closed the window, ascended to your +room, and had just observed that the coronet had been twisted in +the struggle and was endeavouring to straighten it when you +appeared upon the scene." + +"Is it possible?" gasped the banker. + +"You then roused his anger by calling him names at a moment when +he felt that he had deserved your warmest thanks. He could not +explain the true state of affairs without betraying one who +certainly deserved little enough consideration at his hands. He +took the more chivalrous view, however, and preserved her +secret." + +"And that was why she shrieked and fainted when she saw the +coronet," cried Mr. Holder. "Oh, my God! what a blind fool I have +been! And his asking to be allowed to go out for five minutes! +The dear fellow wanted to see if the missing piece were at the +scene of the struggle. How cruelly I have misjudged him!" + +"When I arrived at the house," continued Holmes, "I at once went +very carefully round it to observe if there were any traces in +the snow which might help me. I knew that none had fallen since +the evening before, and also that there had been a strong frost +to preserve impressions. I passed along the tradesmen's path, but +found it all trampled down and indistinguishable. Just beyond it, +however, at the far side of the kitchen door, a woman had stood +and talked with a man, whose round impressions on one side showed +that he had a wooden leg. I could even tell that they had been +disturbed, for the woman had run back swiftly to the door, as was +shown by the deep toe and light heel marks, while Wooden-leg had +waited a little, and then had gone away. I thought at the time +that this might be the maid and her sweetheart, of whom you had +already spoken to me, and inquiry showed it was so. I passed +round the garden without seeing anything more than random tracks, +which I took to be the police; but when I got into the stable +lane a very long and complex story was written in the snow in +front of me. + +"There was a double line of tracks of a booted man, and a second +double line which I saw with delight belonged to a man with naked +feet. I was at once convinced from what you had told me that the +latter was your son. The first had walked both ways, but the +other had run swiftly, and as his tread was marked in places over +the depression of the boot, it was obvious that he had passed +after the other. I followed them up and found they led to the +hall window, where Boots had worn all the snow away while +waiting. Then I walked to the other end, which was a hundred +yards or more down the lane. I saw where Boots had faced round, +where the snow was cut up as though there had been a struggle, +and, finally, where a few drops of blood had fallen, to show me +that I was not mistaken. Boots had then run down the lane, and +another little smudge of blood showed that it was he who had been +hurt. When he came to the highroad at the other end, I found that +the pavement had been cleared, so there was an end to that clue. + +"On entering the house, however, I examined, as you remember, the +sill and framework of the hall window with my lens, and I could +at once see that someone had passed out. I could distinguish the +outline of an instep where the wet foot had been placed in coming +in. I was then beginning to be able to form an opinion as to what +had occurred. A man had waited outside the window; someone had +brought the gems; the deed had been overseen by your son; he had +pursued the thief; had struggled with him; they had each tugged +at the coronet, their united strength causing injuries which +neither alone could have effected. He had returned with the +prize, but had left a fragment in the grasp of his opponent. So +far I was clear. The question now was, who was the man and who +was it brought him the coronet? + +"It is an old maxim of mine that when you have excluded the +impossible, whatever remains, however improbable, must be the +truth. Now, I knew that it was not you who had brought it down, +so there only remained your niece and the maids. But if it were +the maids, why should your son allow himself to be accused in +their place? There could be no possible reason. As he loved his +cousin, however, there was an excellent explanation why he should +retain her secret--the more so as the secret was a disgraceful +one. When I remembered that you had seen her at that window, and +how she had fainted on seeing the coronet again, my conjecture +became a certainty. + +"And who could it be who was her confederate? A lover evidently, +for who else could outweigh the love and gratitude which she must +feel to you? I knew that you went out little, and that your +circle of friends was a very limited one. But among them was Sir +George Burnwell. I had heard of him before as being a man of evil +reputation among women. It must have been he who wore those boots +and retained the missing gems. Even though he knew that Arthur +had discovered him, he might still flatter himself that he was +safe, for the lad could not say a word without compromising his +own family. + +"Well, your own good sense will suggest what measures I took +next. I went in the shape of a loafer to Sir George's house, +managed to pick up an acquaintance with his valet, learned that +his master had cut his head the night before, and, finally, at +the expense of six shillings, made all sure by buying a pair of +his cast-off shoes. With these I journeyed down to Streatham and +saw that they exactly fitted the tracks." + +"I saw an ill-dressed vagabond in the lane yesterday evening," +said Mr. Holder. + +"Precisely. It was I. I found that I had my man, so I came home +and changed my clothes. It was a delicate part which I had to +play then, for I saw that a prosecution must be avoided to avert +scandal, and I knew that so astute a villain would see that our +hands were tied in the matter. I went and saw him. At first, of +course, he denied everything. But when I gave him every +particular that had occurred, he tried to bluster and took down a +life-preserver from the wall. I knew my man, however, and I +clapped a pistol to his head before he could strike. Then he +became a little more reasonable. I told him that we would give +him a price for the stones he held--1000 pounds apiece. That +brought out the first signs of grief that he had shown. 'Why, +dash it all!' said he, 'I've let them go at six hundred for the +three!' I soon managed to get the address of the receiver who had +them, on promising him that there would be no prosecution. Off I +set to him, and after much chaffering I got our stones at 1000 +pounds apiece. Then I looked in upon your son, told him that all +was right, and eventually got to my bed about two o'clock, after +what I may call a really hard day's work." + +"A day which has saved England from a great public scandal," said +the banker, rising. "Sir, I cannot find words to thank you, but +you shall not find me ungrateful for what you have done. Your +skill has indeed exceeded all that I have heard of it. And now I +must fly to my dear boy to apologise to him for the wrong which I +have done him. As to what you tell me of poor Mary, it goes to my +very heart. Not even your skill can inform me where she is now." + +"I think that we may safely say," returned Holmes, "that she is +wherever Sir George Burnwell is. It is equally certain, too, that +whatever her sins are, they will soon receive a more than +sufficient punishment." + + + +XII. THE ADVENTURE OF THE COPPER BEECHES + +"To the man who loves art for its own sake," remarked Sherlock +Holmes, tossing aside the advertisement sheet of the Daily +Telegraph, "it is frequently in its least important and lowliest +manifestations that the keenest pleasure is to be derived. It is +pleasant to me to observe, Watson, that you have so far grasped +this truth that in these little records of our cases which you +have been good enough to draw up, and, I am bound to say, +occasionally to embellish, you have given prominence not so much +to the many causes clbres and sensational trials in which I +have figured but rather to those incidents which may have been +trivial in themselves, but which have given room for those +faculties of deduction and of logical synthesis which I have made +my special province." + +"And yet," said I, smiling, "I cannot quite hold myself absolved +from the charge of sensationalism which has been urged against my +records." + +"You have erred, perhaps," he observed, taking up a glowing +cinder with the tongs and lighting with it the long cherry-wood +pipe which was wont to replace his clay when he was in a +disputatious rather than a meditative mood--"you have erred +perhaps in attempting to put colour and life into each of your +statements instead of confining yourself to the task of placing +upon record that severe reasoning from cause to effect which is +really the only notable feature about the thing." + +"It seems to me that I have done you full justice in the matter," +I remarked with some coldness, for I was repelled by the egotism +which I had more than once observed to be a strong factor in my +friend's singular character. + +"No, it is not selfishness or conceit," said he, answering, as +was his wont, my thoughts rather than my words. "If I claim full +justice for my art, it is because it is an impersonal thing--a +thing beyond myself. Crime is common. Logic is rare. Therefore it +is upon the logic rather than upon the crime that you should +dwell. You have degraded what should have been a course of +lectures into a series of tales." + +It was a cold morning of the early spring, and we sat after +breakfast on either side of a cheery fire in the old room at +Baker Street. A thick fog rolled down between the lines of +dun-coloured houses, and the opposing windows loomed like dark, +shapeless blurs through the heavy yellow wreaths. Our gas was lit +and shone on the white cloth and glimmer of china and metal, for +the table had not been cleared yet. Sherlock Holmes had been +silent all the morning, dipping continuously into the +advertisement columns of a succession of papers until at last, +having apparently given up his search, he had emerged in no very +sweet temper to lecture me upon my literary shortcomings. + +"At the same time," he remarked after a pause, during which he +had sat puffing at his long pipe and gazing down into the fire, +"you can hardly be open to a charge of sensationalism, for out of +these cases which you have been so kind as to interest yourself +in, a fair proportion do not treat of crime, in its legal sense, +at all. The small matter in which I endeavoured to help the King +of Bohemia, the singular experience of Miss Mary Sutherland, the +problem connected with the man with the twisted lip, and the +incident of the noble bachelor, were all matters which are +outside the pale of the law. But in avoiding the sensational, I +fear that you may have bordered on the trivial." + +"The end may have been so," I answered, "but the methods I hold +to have been novel and of interest." + +"Pshaw, my dear fellow, what do the public, the great unobservant +public, who could hardly tell a weaver by his tooth or a +compositor by his left thumb, care about the finer shades of +analysis and deduction! But, indeed, if you are trivial, I cannot +blame you, for the days of the great cases are past. Man, or at +least criminal man, has lost all enterprise and originality. As +to my own little practice, it seems to be degenerating into an +agency for recovering lost lead pencils and giving advice to +young ladies from boarding-schools. I think that I have touched +bottom at last, however. This note I had this morning marks my +zero-point, I fancy. Read it!" He tossed a crumpled letter across +to me. + +It was dated from Montague Place upon the preceding evening, and +ran thus: + +"DEAR MR. HOLMES:--I am very anxious to consult you as to whether +I should or should not accept a situation which has been offered +to me as governess. I shall call at half-past ten to-morrow if I +do not inconvenience you. Yours faithfully, + "VIOLET HUNTER." + +"Do you know the young lady?" I asked. + +"Not I." + +"It is half-past ten now." + +"Yes, and I have no doubt that is her ring." + +"It may turn out to be of more interest than you think. You +remember that the affair of the blue carbuncle, which appeared to +be a mere whim at first, developed into a serious investigation. +It may be so in this case, also." + +"Well, let us hope so. But our doubts will very soon be solved, +for here, unless I am much mistaken, is the person in question." + +As he spoke the door opened and a young lady entered the room. +She was plainly but neatly dressed, with a bright, quick face, +freckled like a plover's egg, and with the brisk manner of a +woman who has had her own way to make in the world. + +"You will excuse my troubling you, I am sure," said she, as my +companion rose to greet her, "but I have had a very strange +experience, and as I have no parents or relations of any sort +from whom I could ask advice, I thought that perhaps you would be +kind enough to tell me what I should do." + +"Pray take a seat, Miss Hunter. I shall be happy to do anything +that I can to serve you." + +I could see that Holmes was favourably impressed by the manner +and speech of his new client. He looked her over in his searching +fashion, and then composed himself, with his lids drooping and +his finger-tips together, to listen to her story. + +"I have been a governess for five years," said she, "in the +family of Colonel Spence Munro, but two months ago the colonel +received an appointment at Halifax, in Nova Scotia, and took his +children over to America with him, so that I found myself without +a situation. I advertised, and I answered advertisements, but +without success. At last the little money which I had saved began +to run short, and I was at my wit's end as to what I should do. + +"There is a well-known agency for governesses in the West End +called Westaway's, and there I used to call about once a week in +order to see whether anything had turned up which might suit me. +Westaway was the name of the founder of the business, but it is +really managed by Miss Stoper. She sits in her own little office, +and the ladies who are seeking employment wait in an anteroom, +and are then shown in one by one, when she consults her ledgers +and sees whether she has anything which would suit them. + +"Well, when I called last week I was shown into the little office +as usual, but I found that Miss Stoper was not alone. A +prodigiously stout man with a very smiling face and a great heavy +chin which rolled down in fold upon fold over his throat sat at +her elbow with a pair of glasses on his nose, looking very +earnestly at the ladies who entered. As I came in he gave quite a +jump in his chair and turned quickly to Miss Stoper. + +"'That will do,' said he; 'I could not ask for anything better. +Capital! capital!' He seemed quite enthusiastic and rubbed his +hands together in the most genial fashion. He was such a +comfortable-looking man that it was quite a pleasure to look at +him. + +"'You are looking for a situation, miss?' he asked. + +"'Yes, sir.' + +"'As governess?' + +"'Yes, sir.' + +"'And what salary do you ask?' + +"'I had 4 pounds a month in my last place with Colonel Spence +Munro.' + +"'Oh, tut, tut! sweating--rank sweating!' he cried, throwing his +fat hands out into the air like a man who is in a boiling +passion. 'How could anyone offer so pitiful a sum to a lady with +such attractions and accomplishments?' + +"'My accomplishments, sir, may be less than you imagine,' said I. +'A little French, a little German, music, and drawing--' + +"'Tut, tut!' he cried. 'This is all quite beside the question. +The point is, have you or have you not the bearing and deportment +of a lady? There it is in a nutshell. If you have not, you are +not fitted for the rearing of a child who may some day play a +considerable part in the history of the country. But if you have +why, then, how could any gentleman ask you to condescend to +accept anything under the three figures? Your salary with me, +madam, would commence at 100 pounds a year.' + +"You may imagine, Mr. Holmes, that to me, destitute as I was, +such an offer seemed almost too good to be true. The gentleman, +however, seeing perhaps the look of incredulity upon my face, +opened a pocket-book and took out a note. + +"'It is also my custom,' said he, smiling in the most pleasant +fashion until his eyes were just two little shining slits amid +the white creases of his face, 'to advance to my young ladies +half their salary beforehand, so that they may meet any little +expenses of their journey and their wardrobe.' + +"It seemed to me that I had never met so fascinating and so +thoughtful a man. As I was already in debt to my tradesmen, the +advance was a great convenience, and yet there was something +unnatural about the whole transaction which made me wish to know +a little more before I quite committed myself. + +"'May I ask where you live, sir?' said I. + +"'Hampshire. Charming rural place. The Copper Beeches, five miles +on the far side of Winchester. It is the most lovely country, my +dear young lady, and the dearest old country-house.' + +"'And my duties, sir? I should be glad to know what they would +be.' + +"'One child--one dear little romper just six years old. Oh, if +you could see him killing cockroaches with a slipper! Smack! +smack! smack! Three gone before you could wink!' He leaned back +in his chair and laughed his eyes into his head again. + +"I was a little startled at the nature of the child's amusement, +but the father's laughter made me think that perhaps he was +joking. + +"'My sole duties, then,' I asked, 'are to take charge of a single +child?' + +"'No, no, not the sole, not the sole, my dear young lady,' he +cried. 'Your duty would be, as I am sure your good sense would +suggest, to obey any little commands my wife might give, provided +always that they were such commands as a lady might with +propriety obey. You see no difficulty, heh?' + +"'I should be happy to make myself useful.' + +"'Quite so. In dress now, for example. We are faddy people, you +know--faddy but kind-hearted. If you were asked to wear any dress +which we might give you, you would not object to our little whim. +Heh?' + +"'No,' said I, considerably astonished at his words. + +"'Or to sit here, or sit there, that would not be offensive to +you?' + +"'Oh, no.' + +"'Or to cut your hair quite short before you come to us?' + +"I could hardly believe my ears. As you may observe, Mr. Holmes, +my hair is somewhat luxuriant, and of a rather peculiar tint of +chestnut. It has been considered artistic. I could not dream of +sacrificing it in this offhand fashion. + +"'I am afraid that that is quite impossible,' said I. He had been +watching me eagerly out of his small eyes, and I could see a +shadow pass over his face as I spoke. + +"'I am afraid that it is quite essential,' said he. 'It is a +little fancy of my wife's, and ladies' fancies, you know, madam, +ladies' fancies must be consulted. And so you won't cut your +hair?' + +"'No, sir, I really could not,' I answered firmly. + +"'Ah, very well; then that quite settles the matter. It is a +pity, because in other respects you would really have done very +nicely. In that case, Miss Stoper, I had best inspect a few more +of your young ladies.' + +"The manageress had sat all this while busy with her papers +without a word to either of us, but she glanced at me now with so +much annoyance upon her face that I could not help suspecting +that she had lost a handsome commission through my refusal. + +"'Do you desire your name to be kept upon the books?' she asked. + +"'If you please, Miss Stoper.' + +"'Well, really, it seems rather useless, since you refuse the +most excellent offers in this fashion,' said she sharply. 'You +can hardly expect us to exert ourselves to find another such +opening for you. Good-day to you, Miss Hunter.' She struck a gong +upon the table, and I was shown out by the page. + +"Well, Mr. Holmes, when I got back to my lodgings and found +little enough in the cupboard, and two or three bills upon the +table, I began to ask myself whether I had not done a very +foolish thing. After all, if these people had strange fads and +expected obedience on the most extraordinary matters, they were +at least ready to pay for their eccentricity. Very few +governesses in England are getting 100 pounds a year. Besides, +what use was my hair to me? Many people are improved by wearing +it short and perhaps I should be among the number. Next day I was +inclined to think that I had made a mistake, and by the day after +I was sure of it. I had almost overcome my pride so far as to go +back to the agency and inquire whether the place was still open +when I received this letter from the gentleman himself. I have it +here and I will read it to you: + + "'The Copper Beeches, near Winchester. +"'DEAR MISS HUNTER:--Miss Stoper has very kindly given me your +address, and I write from here to ask you whether you have +reconsidered your decision. My wife is very anxious that you +should come, for she has been much attracted by my description of +you. We are willing to give 30 pounds a quarter, or 120 pounds a +year, so as to recompense you for any little inconvenience which +our fads may cause you. They are not very exacting, after all. My +wife is fond of a particular shade of electric blue and would +like you to wear such a dress indoors in the morning. You need +not, however, go to the expense of purchasing one, as we have one +belonging to my dear daughter Alice (now in Philadelphia), which +would, I should think, fit you very well. Then, as to sitting +here or there, or amusing yourself in any manner indicated, that +need cause you no inconvenience. As regards your hair, it is no +doubt a pity, especially as I could not help remarking its beauty +during our short interview, but I am afraid that I must remain +firm upon this point, and I only hope that the increased salary +may recompense you for the loss. Your duties, as far as the child +is concerned, are very light. Now do try to come, and I shall +meet you with the dog-cart at Winchester. Let me know your train. +Yours faithfully, JEPHRO RUCASTLE.' + +"That is the letter which I have just received, Mr. Holmes, and +my mind is made up that I will accept it. I thought, however, +that before taking the final step I should like to submit the +whole matter to your consideration." + +"Well, Miss Hunter, if your mind is made up, that settles the +question," said Holmes, smiling. + +"But you would not advise me to refuse?" + +"I confess that it is not the situation which I should like to +see a sister of mine apply for." + +"What is the meaning of it all, Mr. Holmes?" + +"Ah, I have no data. I cannot tell. Perhaps you have yourself +formed some opinion?" + +"Well, there seems to me to be only one possible solution. Mr. +Rucastle seemed to be a very kind, good-natured man. Is it not +possible that his wife is a lunatic, that he desires to keep the +matter quiet for fear she should be taken to an asylum, and that +he humours her fancies in every way in order to prevent an +outbreak?" + +"That is a possible solution--in fact, as matters stand, it is +the most probable one. But in any case it does not seem to be a +nice household for a young lady." + +"But the money, Mr. Holmes, the money!" + +"Well, yes, of course the pay is good--too good. That is what +makes me uneasy. Why should they give you 120 pounds a year, when +they could have their pick for 40 pounds? There must be some +strong reason behind." + +"I thought that if I told you the circumstances you would +understand afterwards if I wanted your help. I should feel so +much stronger if I felt that you were at the back of me." + +"Oh, you may carry that feeling away with you. I assure you that +your little problem promises to be the most interesting which has +come my way for some months. There is something distinctly novel +about some of the features. If you should find yourself in doubt +or in danger--" + +"Danger! What danger do you foresee?" + +Holmes shook his head gravely. "It would cease to be a danger if +we could define it," said he. "But at any time, day or night, a +telegram would bring me down to your help." + +"That is enough." She rose briskly from her chair with the +anxiety all swept from her face. "I shall go down to Hampshire +quite easy in my mind now. I shall write to Mr. Rucastle at once, +sacrifice my poor hair to-night, and start for Winchester +to-morrow." With a few grateful words to Holmes she bade us both +good-night and bustled off upon her way. + +"At least," said I as we heard her quick, firm steps descending +the stairs, "she seems to be a young lady who is very well able +to take care of herself." + +"And she would need to be," said Holmes gravely. "I am much +mistaken if we do not hear from her before many days are past." + +It was not very long before my friend's prediction was fulfilled. +A fortnight went by, during which I frequently found my thoughts +turning in her direction and wondering what strange side-alley of +human experience this lonely woman had strayed into. The unusual +salary, the curious conditions, the light duties, all pointed to +something abnormal, though whether a fad or a plot, or whether +the man were a philanthropist or a villain, it was quite beyond +my powers to determine. As to Holmes, I observed that he sat +frequently for half an hour on end, with knitted brows and an +abstracted air, but he swept the matter away with a wave of his +hand when I mentioned it. "Data! data! data!" he cried +impatiently. "I can't make bricks without clay." And yet he would +always wind up by muttering that no sister of his should ever +have accepted such a situation. + +The telegram which we eventually received came late one night +just as I was thinking of turning in and Holmes was settling down +to one of those all-night chemical researches which he frequently +indulged in, when I would leave him stooping over a retort and a +test-tube at night and find him in the same position when I came +down to breakfast in the morning. He opened the yellow envelope, +and then, glancing at the message, threw it across to me. + +"Just look up the trains in Bradshaw," said he, and turned back +to his chemical studies. + +The summons was a brief and urgent one. + +"Please be at the Black Swan Hotel at Winchester at midday +to-morrow," it said. "Do come! I am at my wit's end. HUNTER." + +"Will you come with me?" asked Holmes, glancing up. + +"I should wish to." + +"Just look it up, then." + +"There is a train at half-past nine," said I, glancing over my +Bradshaw. "It is due at Winchester at 11:30." + +"That will do very nicely. Then perhaps I had better postpone my +analysis of the acetones, as we may need to be at our best in the +morning." + +By eleven o'clock the next day we were well upon our way to the +old English capital. Holmes had been buried in the morning papers +all the way down, but after we had passed the Hampshire border he +threw them down and began to admire the scenery. It was an ideal +spring day, a light blue sky, flecked with little fleecy white +clouds drifting across from west to east. The sun was shining +very brightly, and yet there was an exhilarating nip in the air, +which set an edge to a man's energy. All over the countryside, +away to the rolling hills around Aldershot, the little red and +grey roofs of the farm-steadings peeped out from amid the light +green of the new foliage. + +"Are they not fresh and beautiful?" I cried with all the +enthusiasm of a man fresh from the fogs of Baker Street. + +But Holmes shook his head gravely. + +"Do you know, Watson," said he, "that it is one of the curses of +a mind with a turn like mine that I must look at everything with +reference to my own special subject. You look at these scattered +houses, and you are impressed by their beauty. I look at them, +and the only thought which comes to me is a feeling of their +isolation and of the impunity with which crime may be committed +there." + +"Good heavens!" I cried. "Who would associate crime with these +dear old homesteads?" + +"They always fill me with a certain horror. It is my belief, +Watson, founded upon my experience, that the lowest and vilest +alleys in London do not present a more dreadful record of sin +than does the smiling and beautiful countryside." + +"You horrify me!" + +"But the reason is very obvious. The pressure of public opinion +can do in the town what the law cannot accomplish. There is no +lane so vile that the scream of a tortured child, or the thud of +a drunkard's blow, does not beget sympathy and indignation among +the neighbours, and then the whole machinery of justice is ever +so close that a word of complaint can set it going, and there is +but a step between the crime and the dock. But look at these +lonely houses, each in its own fields, filled for the most part +with poor ignorant folk who know little of the law. Think of the +deeds of hellish cruelty, the hidden wickedness which may go on, +year in, year out, in such places, and none the wiser. Had this +lady who appeals to us for help gone to live in Winchester, I +should never have had a fear for her. It is the five miles of +country which makes the danger. Still, it is clear that she is +not personally threatened." + +"No. If she can come to Winchester to meet us she can get away." + +"Quite so. She has her freedom." + +"What CAN be the matter, then? Can you suggest no explanation?" + +"I have devised seven separate explanations, each of which would +cover the facts as far as we know them. But which of these is +correct can only be determined by the fresh information which we +shall no doubt find waiting for us. Well, there is the tower of +the cathedral, and we shall soon learn all that Miss Hunter has +to tell." + +The Black Swan is an inn of repute in the High Street, at no +distance from the station, and there we found the young lady +waiting for us. She had engaged a sitting-room, and our lunch +awaited us upon the table. + +"I am so delighted that you have come," she said earnestly. "It +is so very kind of you both; but indeed I do not know what I +should do. Your advice will be altogether invaluable to me." + +"Pray tell us what has happened to you." + +"I will do so, and I must be quick, for I have promised Mr. +Rucastle to be back before three. I got his leave to come into +town this morning, though he little knew for what purpose." + +"Let us have everything in its due order." Holmes thrust his long +thin legs out towards the fire and composed himself to listen. + +"In the first place, I may say that I have met, on the whole, +with no actual ill-treatment from Mr. and Mrs. Rucastle. It is +only fair to them to say that. But I cannot understand them, and +I am not easy in my mind about them." + +"What can you not understand?" + +"Their reasons for their conduct. But you shall have it all just +as it occurred. When I came down, Mr. Rucastle met me here and +drove me in his dog-cart to the Copper Beeches. It is, as he +said, beautifully situated, but it is not beautiful in itself, +for it is a large square block of a house, whitewashed, but all +stained and streaked with damp and bad weather. There are grounds +round it, woods on three sides, and on the fourth a field which +slopes down to the Southampton highroad, which curves past about +a hundred yards from the front door. This ground in front belongs +to the house, but the woods all round are part of Lord +Southerton's preserves. A clump of copper beeches immediately in +front of the hall door has given its name to the place. + +"I was driven over by my employer, who was as amiable as ever, +and was introduced by him that evening to his wife and the child. +There was no truth, Mr. Holmes, in the conjecture which seemed to +us to be probable in your rooms at Baker Street. Mrs. Rucastle is +not mad. I found her to be a silent, pale-faced woman, much +younger than her husband, not more than thirty, I should think, +while he can hardly be less than forty-five. From their +conversation I have gathered that they have been married about +seven years, that he was a widower, and that his only child by +the first wife was the daughter who has gone to Philadelphia. Mr. +Rucastle told me in private that the reason why she had left them +was that she had an unreasoning aversion to her stepmother. As +the daughter could not have been less than twenty, I can quite +imagine that her position must have been uncomfortable with her +father's young wife. + +"Mrs. Rucastle seemed to me to be colourless in mind as well as +in feature. She impressed me neither favourably nor the reverse. +She was a nonentity. It was easy to see that she was passionately +devoted both to her husband and to her little son. Her light grey +eyes wandered continually from one to the other, noting every +little want and forestalling it if possible. He was kind to her +also in his bluff, boisterous fashion, and on the whole they +seemed to be a happy couple. And yet she had some secret sorrow, +this woman. She would often be lost in deep thought, with the +saddest look upon her face. More than once I have surprised her +in tears. I have thought sometimes that it was the disposition of +her child which weighed upon her mind, for I have never met so +utterly spoiled and so ill-natured a little creature. He is small +for his age, with a head which is quite disproportionately large. +His whole life appears to be spent in an alternation between +savage fits of passion and gloomy intervals of sulking. Giving +pain to any creature weaker than himself seems to be his one idea +of amusement, and he shows quite remarkable talent in planning +the capture of mice, little birds, and insects. But I would +rather not talk about the creature, Mr. Holmes, and, indeed, he +has little to do with my story." + +"I am glad of all details," remarked my friend, "whether they +seem to you to be relevant or not." + +"I shall try not to miss anything of importance. The one +unpleasant thing about the house, which struck me at once, was +the appearance and conduct of the servants. There are only two, a +man and his wife. Toller, for that is his name, is a rough, +uncouth man, with grizzled hair and whiskers, and a perpetual +smell of drink. Twice since I have been with them he has been +quite drunk, and yet Mr. Rucastle seemed to take no notice of it. +His wife is a very tall and strong woman with a sour face, as +silent as Mrs. Rucastle and much less amiable. They are a most +unpleasant couple, but fortunately I spend most of my time in the +nursery and my own room, which are next to each other in one +corner of the building. + +"For two days after my arrival at the Copper Beeches my life was +very quiet; on the third, Mrs. Rucastle came down just after +breakfast and whispered something to her husband. + +"'Oh, yes,' said he, turning to me, 'we are very much obliged to +you, Miss Hunter, for falling in with our whims so far as to cut +your hair. I assure you that it has not detracted in the tiniest +iota from your appearance. We shall now see how the electric-blue +dress will become you. You will find it laid out upon the bed in +your room, and if you would be so good as to put it on we should +both be extremely obliged.' + +"The dress which I found waiting for me was of a peculiar shade +of blue. It was of excellent material, a sort of beige, but it +bore unmistakable signs of having been worn before. It could not +have been a better fit if I had been measured for it. Both Mr. +and Mrs. Rucastle expressed a delight at the look of it, which +seemed quite exaggerated in its vehemence. They were waiting for +me in the drawing-room, which is a very large room, stretching +along the entire front of the house, with three long windows +reaching down to the floor. A chair had been placed close to the +central window, with its back turned towards it. In this I was +asked to sit, and then Mr. Rucastle, walking up and down on the +other side of the room, began to tell me a series of the funniest +stories that I have ever listened to. You cannot imagine how +comical he was, and I laughed until I was quite weary. Mrs. +Rucastle, however, who has evidently no sense of humour, never so +much as smiled, but sat with her hands in her lap, and a sad, +anxious look upon her face. After an hour or so, Mr. Rucastle +suddenly remarked that it was time to commence the duties of the +day, and that I might change my dress and go to little Edward in +the nursery. + +"Two days later this same performance was gone through under +exactly similar circumstances. Again I changed my dress, again I +sat in the window, and again I laughed very heartily at the funny +stories of which my employer had an immense rpertoire, and which +he told inimitably. Then he handed me a yellow-backed novel, and +moving my chair a little sideways, that my own shadow might not +fall upon the page, he begged me to read aloud to him. I read for +about ten minutes, beginning in the heart of a chapter, and then +suddenly, in the middle of a sentence, he ordered me to cease and +to change my dress. + +"You can easily imagine, Mr. Holmes, how curious I became as to +what the meaning of this extraordinary performance could possibly +be. They were always very careful, I observed, to turn my face +away from the window, so that I became consumed with the desire +to see what was going on behind my back. At first it seemed to be +impossible, but I soon devised a means. My hand-mirror had been +broken, so a happy thought seized me, and I concealed a piece of +the glass in my handkerchief. On the next occasion, in the midst +of my laughter, I put my handkerchief up to my eyes, and was able +with a little management to see all that there was behind me. I +confess that I was disappointed. There was nothing. At least that +was my first impression. At the second glance, however, I +perceived that there was a man standing in the Southampton Road, +a small bearded man in a grey suit, who seemed to be looking in +my direction. The road is an important highway, and there are +usually people there. This man, however, was leaning against the +railings which bordered our field and was looking earnestly up. I +lowered my handkerchief and glanced at Mrs. Rucastle to find her +eyes fixed upon me with a most searching gaze. She said nothing, +but I am convinced that she had divined that I had a mirror in my +hand and had seen what was behind me. She rose at once. + +"'Jephro,' said she, 'there is an impertinent fellow upon the +road there who stares up at Miss Hunter.' + +"'No friend of yours, Miss Hunter?' he asked. + +"'No, I know no one in these parts.' + +"'Dear me! How very impertinent! Kindly turn round and motion to +him to go away.' + +"'Surely it would be better to take no notice.' + +"'No, no, we should have him loitering here always. Kindly turn +round and wave him away like that.' + +"I did as I was told, and at the same instant Mrs. Rucastle drew +down the blind. That was a week ago, and from that time I have +not sat again in the window, nor have I worn the blue dress, nor +seen the man in the road." + +"Pray continue," said Holmes. "Your narrative promises to be a +most interesting one." + +"You will find it rather disconnected, I fear, and there may +prove to be little relation between the different incidents of +which I speak. On the very first day that I was at the Copper +Beeches, Mr. Rucastle took me to a small outhouse which stands +near the kitchen door. As we approached it I heard the sharp +rattling of a chain, and the sound as of a large animal moving +about. + +"'Look in here!' said Mr. Rucastle, showing me a slit between two +planks. 'Is he not a beauty?' + +"I looked through and was conscious of two glowing eyes, and of a +vague figure huddled up in the darkness. + +"'Don't be frightened,' said my employer, laughing at the start +which I had given. 'It's only Carlo, my mastiff. I call him mine, +but really old Toller, my groom, is the only man who can do +anything with him. We feed him once a day, and not too much then, +so that he is always as keen as mustard. Toller lets him loose +every night, and God help the trespasser whom he lays his fangs +upon. For goodness' sake don't you ever on any pretext set your +foot over the threshold at night, for it's as much as your life +is worth.' + +"The warning was no idle one, for two nights later I happened to +look out of my bedroom window about two o'clock in the morning. +It was a beautiful moonlight night, and the lawn in front of the +house was silvered over and almost as bright as day. I was +standing, rapt in the peaceful beauty of the scene, when I was +aware that something was moving under the shadow of the copper +beeches. As it emerged into the moonshine I saw what it was. It +was a giant dog, as large as a calf, tawny tinted, with hanging +jowl, black muzzle, and huge projecting bones. It walked slowly +across the lawn and vanished into the shadow upon the other side. +That dreadful sentinel sent a chill to my heart which I do not +think that any burglar could have done. + +"And now I have a very strange experience to tell you. I had, as +you know, cut off my hair in London, and I had placed it in a +great coil at the bottom of my trunk. One evening, after the +child was in bed, I began to amuse myself by examining the +furniture of my room and by rearranging my own little things. +There was an old chest of drawers in the room, the two upper ones +empty and open, the lower one locked. I had filled the first two +with my linen, and as I had still much to pack away I was +naturally annoyed at not having the use of the third drawer. It +struck me that it might have been fastened by a mere oversight, +so I took out my bunch of keys and tried to open it. The very +first key fitted to perfection, and I drew the drawer open. There +was only one thing in it, but I am sure that you would never +guess what it was. It was my coil of hair. + +"I took it up and examined it. It was of the same peculiar tint, +and the same thickness. But then the impossibility of the thing +obtruded itself upon me. How could my hair have been locked in +the drawer? With trembling hands I undid my trunk, turned out the +contents, and drew from the bottom my own hair. I laid the two +tresses together, and I assure you that they were identical. Was +it not extraordinary? Puzzle as I would, I could make nothing at +all of what it meant. I returned the strange hair to the drawer, +and I said nothing of the matter to the Rucastles as I felt that +I had put myself in the wrong by opening a drawer which they had +locked. + +"I am naturally observant, as you may have remarked, Mr. Holmes, +and I soon had a pretty good plan of the whole house in my head. +There was one wing, however, which appeared not to be inhabited +at all. A door which faced that which led into the quarters of +the Tollers opened into this suite, but it was invariably locked. +One day, however, as I ascended the stair, I met Mr. Rucastle +coming out through this door, his keys in his hand, and a look on +his face which made him a very different person to the round, +jovial man to whom I was accustomed. His cheeks were red, his +brow was all crinkled with anger, and the veins stood out at his +temples with passion. He locked the door and hurried past me +without a word or a look. + +"This aroused my curiosity, so when I went out for a walk in the +grounds with my charge, I strolled round to the side from which I +could see the windows of this part of the house. There were four +of them in a row, three of which were simply dirty, while the +fourth was shuttered up. They were evidently all deserted. As I +strolled up and down, glancing at them occasionally, Mr. Rucastle +came out to me, looking as merry and jovial as ever. + +"'Ah!' said he, 'you must not think me rude if I passed you +without a word, my dear young lady. I was preoccupied with +business matters.' + +"I assured him that I was not offended. 'By the way,' said I, +'you seem to have quite a suite of spare rooms up there, and one +of them has the shutters up.' + +"He looked surprised and, as it seemed to me, a little startled +at my remark. + +"'Photography is one of my hobbies,' said he. 'I have made my +dark room up there. But, dear me! what an observant young lady we +have come upon. Who would have believed it? Who would have ever +believed it?' He spoke in a jesting tone, but there was no jest +in his eyes as he looked at me. I read suspicion there and +annoyance, but no jest. + +"Well, Mr. Holmes, from the moment that I understood that there +was something about that suite of rooms which I was not to know, +I was all on fire to go over them. It was not mere curiosity, +though I have my share of that. It was more a feeling of duty--a +feeling that some good might come from my penetrating to this +place. They talk of woman's instinct; perhaps it was woman's +instinct which gave me that feeling. At any rate, it was there, +and I was keenly on the lookout for any chance to pass the +forbidden door. + +"It was only yesterday that the chance came. I may tell you that, +besides Mr. Rucastle, both Toller and his wife find something to +do in these deserted rooms, and I once saw him carrying a large +black linen bag with him through the door. Recently he has been +drinking hard, and yesterday evening he was very drunk; and when +I came upstairs there was the key in the door. I have no doubt at +all that he had left it there. Mr. and Mrs. Rucastle were both +downstairs, and the child was with them, so that I had an +admirable opportunity. I turned the key gently in the lock, +opened the door, and slipped through. + +"There was a little passage in front of me, unpapered and +uncarpeted, which turned at a right angle at the farther end. +Round this corner were three doors in a line, the first and third +of which were open. They each led into an empty room, dusty and +cheerless, with two windows in the one and one in the other, so +thick with dirt that the evening light glimmered dimly through +them. The centre door was closed, and across the outside of it +had been fastened one of the broad bars of an iron bed, padlocked +at one end to a ring in the wall, and fastened at the other with +stout cord. The door itself was locked as well, and the key was +not there. This barricaded door corresponded clearly with the +shuttered window outside, and yet I could see by the glimmer from +beneath it that the room was not in darkness. Evidently there was +a skylight which let in light from above. As I stood in the +passage gazing at the sinister door and wondering what secret it +might veil, I suddenly heard the sound of steps within the room +and saw a shadow pass backward and forward against the little +slit of dim light which shone out from under the door. A mad, +unreasoning terror rose up in me at the sight, Mr. Holmes. My +overstrung nerves failed me suddenly, and I turned and ran--ran +as though some dreadful hand were behind me clutching at the +skirt of my dress. I rushed down the passage, through the door, +and straight into the arms of Mr. Rucastle, who was waiting +outside. + +"'So,' said he, smiling, 'it was you, then. I thought that it +must be when I saw the door open.' + +"'Oh, I am so frightened!' I panted. + +"'My dear young lady! my dear young lady!'--you cannot think how +caressing and soothing his manner was--'and what has frightened +you, my dear young lady?' + +"But his voice was just a little too coaxing. He overdid it. I +was keenly on my guard against him. + +"'I was foolish enough to go into the empty wing,' I answered. +'But it is so lonely and eerie in this dim light that I was +frightened and ran out again. Oh, it is so dreadfully still in +there!' + +"'Only that?' said he, looking at me keenly. + +"'Why, what did you think?' I asked. + +"'Why do you think that I lock this door?' + +"'I am sure that I do not know.' + +"'It is to keep people out who have no business there. Do you +see?' He was still smiling in the most amiable manner. + +"'I am sure if I had known--' + +"'Well, then, you know now. And if you ever put your foot over +that threshold again'--here in an instant the smile hardened into +a grin of rage, and he glared down at me with the face of a +demon--'I'll throw you to the mastiff.' + +"I was so terrified that I do not know what I did. I suppose that +I must have rushed past him into my room. I remember nothing +until I found myself lying on my bed trembling all over. Then I +thought of you, Mr. Holmes. I could not live there longer without +some advice. I was frightened of the house, of the man, of the +woman, of the servants, even of the child. They were all horrible +to me. If I could only bring you down all would be well. Of +course I might have fled from the house, but my curiosity was +almost as strong as my fears. My mind was soon made up. I would +send you a wire. I put on my hat and cloak, went down to the +office, which is about half a mile from the house, and then +returned, feeling very much easier. A horrible doubt came into my +mind as I approached the door lest the dog might be loose, but I +remembered that Toller had drunk himself into a state of +insensibility that evening, and I knew that he was the only one +in the household who had any influence with the savage creature, +or who would venture to set him free. I slipped in in safety and +lay awake half the night in my joy at the thought of seeing you. +I had no difficulty in getting leave to come into Winchester this +morning, but I must be back before three o'clock, for Mr. and +Mrs. Rucastle are going on a visit, and will be away all the +evening, so that I must look after the child. Now I have told you +all my adventures, Mr. Holmes, and I should be very glad if you +could tell me what it all means, and, above all, what I should +do." + +Holmes and I had listened spellbound to this extraordinary story. +My friend rose now and paced up and down the room, his hands in +his pockets, and an expression of the most profound gravity upon +his face. + +"Is Toller still drunk?" he asked. + +"Yes. I heard his wife tell Mrs. Rucastle that she could do +nothing with him." + +"That is well. And the Rucastles go out to-night?" + +"Yes." + +"Is there a cellar with a good strong lock?" + +"Yes, the wine-cellar." + +"You seem to me to have acted all through this matter like a very +brave and sensible girl, Miss Hunter. Do you think that you could +perform one more feat? I should not ask it of you if I did not +think you a quite exceptional woman." + +"I will try. What is it?" + +"We shall be at the Copper Beeches by seven o'clock, my friend +and I. The Rucastles will be gone by that time, and Toller will, +we hope, be incapable. There only remains Mrs. Toller, who might +give the alarm. If you could send her into the cellar on some +errand, and then turn the key upon her, you would facilitate +matters immensely." + +"I will do it." + +"Excellent! We shall then look thoroughly into the affair. Of +course there is only one feasible explanation. You have been +brought there to personate someone, and the real person is +imprisoned in this chamber. That is obvious. As to who this +prisoner is, I have no doubt that it is the daughter, Miss Alice +Rucastle, if I remember right, who was said to have gone to +America. You were chosen, doubtless, as resembling her in height, +figure, and the colour of your hair. Hers had been cut off, very +possibly in some illness through which she has passed, and so, of +course, yours had to be sacrificed also. By a curious chance you +came upon her tresses. The man in the road was undoubtedly some +friend of hers--possibly her fianc--and no doubt, as you wore +the girl's dress and were so like her, he was convinced from your +laughter, whenever he saw you, and afterwards from your gesture, +that Miss Rucastle was perfectly happy, and that she no longer +desired his attentions. The dog is let loose at night to prevent +him from endeavouring to communicate with her. So much is fairly +clear. The most serious point in the case is the disposition of +the child." + +"What on earth has that to do with it?" I ejaculated. + +"My dear Watson, you as a medical man are continually gaining +light as to the tendencies of a child by the study of the +parents. Don't you see that the converse is equally valid. I have +frequently gained my first real insight into the character of +parents by studying their children. This child's disposition is +abnormally cruel, merely for cruelty's sake, and whether he +derives this from his smiling father, as I should suspect, or +from his mother, it bodes evil for the poor girl who is in their +power." + +"I am sure that you are right, Mr. Holmes," cried our client. "A +thousand things come back to me which make me certain that you +have hit it. Oh, let us lose not an instant in bringing help to +this poor creature." + +"We must be circumspect, for we are dealing with a very cunning +man. We can do nothing until seven o'clock. At that hour we shall +be with you, and it will not be long before we solve the +mystery." + +We were as good as our word, for it was just seven when we +reached the Copper Beeches, having put up our trap at a wayside +public-house. The group of trees, with their dark leaves shining +like burnished metal in the light of the setting sun, were +sufficient to mark the house even had Miss Hunter not been +standing smiling on the door-step. + +"Have you managed it?" asked Holmes. + +A loud thudding noise came from somewhere downstairs. "That is +Mrs. Toller in the cellar," said she. "Her husband lies snoring +on the kitchen rug. Here are his keys, which are the duplicates +of Mr. Rucastle's." + +"You have done well indeed!" cried Holmes with enthusiasm. "Now +lead the way, and we shall soon see the end of this black +business." + +We passed up the stair, unlocked the door, followed on down a +passage, and found ourselves in front of the barricade which Miss +Hunter had described. Holmes cut the cord and removed the +transverse bar. Then he tried the various keys in the lock, but +without success. No sound came from within, and at the silence +Holmes' face clouded over. + +"I trust that we are not too late," said he. "I think, Miss +Hunter, that we had better go in without you. Now, Watson, put +your shoulder to it, and we shall see whether we cannot make our +way in." + +It was an old rickety door and gave at once before our united +strength. Together we rushed into the room. It was empty. There +was no furniture save a little pallet bed, a small table, and a +basketful of linen. The skylight above was open, and the prisoner +gone. + +"There has been some villainy here," said Holmes; "this beauty +has guessed Miss Hunter's intentions and has carried his victim +off." + +"But how?" + +"Through the skylight. We shall soon see how he managed it." He +swung himself up onto the roof. "Ah, yes," he cried, "here's the +end of a long light ladder against the eaves. That is how he did +it." + +"But it is impossible," said Miss Hunter; "the ladder was not +there when the Rucastles went away." + +"He has come back and done it. I tell you that he is a clever and +dangerous man. I should not be very much surprised if this were +he whose step I hear now upon the stair. I think, Watson, that it +would be as well for you to have your pistol ready." + +The words were hardly out of his mouth before a man appeared at +the door of the room, a very fat and burly man, with a heavy +stick in his hand. Miss Hunter screamed and shrunk against the +wall at the sight of him, but Sherlock Holmes sprang forward and +confronted him. + +"You villain!" said he, "where's your daughter?" + +The fat man cast his eyes round, and then up at the open +skylight. + +"It is for me to ask you that," he shrieked, "you thieves! Spies +and thieves! I have caught you, have I? You are in my power. I'll +serve you!" He turned and clattered down the stairs as hard as he +could go. + +"He's gone for the dog!" cried Miss Hunter. + +"I have my revolver," said I. + +"Better close the front door," cried Holmes, and we all rushed +down the stairs together. We had hardly reached the hall when we +heard the baying of a hound, and then a scream of agony, with a +horrible worrying sound which it was dreadful to listen to. An +elderly man with a red face and shaking limbs came staggering out +at a side door. + +"My God!" he cried. "Someone has loosed the dog. It's not been +fed for two days. Quick, quick, or it'll be too late!" + +Holmes and I rushed out and round the angle of the house, with +Toller hurrying behind us. There was the huge famished brute, its +black muzzle buried in Rucastle's throat, while he writhed and +screamed upon the ground. Running up, I blew its brains out, and +it fell over with its keen white teeth still meeting in the great +creases of his neck. With much labour we separated them and +carried him, living but horribly mangled, into the house. We laid +him upon the drawing-room sofa, and having dispatched the sobered +Toller to bear the news to his wife, I did what I could to +relieve his pain. We were all assembled round him when the door +opened, and a tall, gaunt woman entered the room. + +"Mrs. Toller!" cried Miss Hunter. + +"Yes, miss. Mr. Rucastle let me out when he came back before he +went up to you. Ah, miss, it is a pity you didn't let me know +what you were planning, for I would have told you that your pains +were wasted." + +"Ha!" said Holmes, looking keenly at her. "It is clear that Mrs. +Toller knows more about this matter than anyone else." + +"Yes, sir, I do, and I am ready enough to tell what I know." + +"Then, pray, sit down, and let us hear it for there are several +points on which I must confess that I am still in the dark." + +"I will soon make it clear to you," said she; "and I'd have done +so before now if I could ha' got out from the cellar. If there's +police-court business over this, you'll remember that I was the +one that stood your friend, and that I was Miss Alice's friend +too. + +"She was never happy at home, Miss Alice wasn't, from the time +that her father married again. She was slighted like and had no +say in anything, but it never really became bad for her until +after she met Mr. Fowler at a friend's house. As well as I could +learn, Miss Alice had rights of her own by will, but she was so +quiet and patient, she was, that she never said a word about them +but just left everything in Mr. Rucastle's hands. He knew he was +safe with her; but when there was a chance of a husband coming +forward, who would ask for all that the law would give him, then +her father thought it time to put a stop on it. He wanted her to +sign a paper, so that whether she married or not, he could use +her money. When she wouldn't do it, he kept on worrying her until +she got brain-fever, and for six weeks was at death's door. Then +she got better at last, all worn to a shadow, and with her +beautiful hair cut off; but that didn't make no change in her +young man, and he stuck to her as true as man could be." + +"Ah," said Holmes, "I think that what you have been good enough +to tell us makes the matter fairly clear, and that I can deduce +all that remains. Mr. Rucastle then, I presume, took to this +system of imprisonment?" + +"Yes, sir." + +"And brought Miss Hunter down from London in order to get rid of +the disagreeable persistence of Mr. Fowler." + +"That was it, sir." + +"But Mr. Fowler being a persevering man, as a good seaman should +be, blockaded the house, and having met you succeeded by certain +arguments, metallic or otherwise, in convincing you that your +interests were the same as his." + +"Mr. Fowler was a very kind-spoken, free-handed gentleman," said +Mrs. Toller serenely. + +"And in this way he managed that your good man should have no +want of drink, and that a ladder should be ready at the moment +when your master had gone out." + +"You have it, sir, just as it happened." + +"I am sure we owe you an apology, Mrs. Toller," said Holmes, "for +you have certainly cleared up everything which puzzled us. And +here comes the country surgeon and Mrs. Rucastle, so I think, +Watson, that we had best escort Miss Hunter back to Winchester, +as it seems to me that our locus standi now is rather a +questionable one." + +And thus was solved the mystery of the sinister house with the +copper beeches in front of the door. Mr. Rucastle survived, but +was always a broken man, kept alive solely through the care of +his devoted wife. They still live with their old servants, who +probably know so much of Rucastle's past life that he finds it +difficult to part from them. Mr. Fowler and Miss Rucastle were +married, by special license, in Southampton the day after their +flight, and he is now the holder of a government appointment in +the island of Mauritius. As to Miss Violet Hunter, my friend +Holmes, rather to my disappointment, manifested no further +interest in her when once she had ceased to be the centre of one +of his problems, and she is now the head of a private school at +Walsall, where I believe that she has met with considerable success. + + + + + + + + + +End of the Project Gutenberg EBook of The Adventures of Sherlock Holmes, by +Arthur Conan Doyle + +*** END OF THIS PROJECT GUTENBERG EBOOK THE ADVENTURES OF SHERLOCK HOLMES *** + +***** This file should be named 1661-8.txt or 1661-8.zip ***** +This and all associated files of various formats will be found in: + http://www.gutenberg.org/1/6/6/1661/ + +Produced by an anonymous Project Gutenberg volunteer and Jose Menendez + +Updated editions will replace the previous one--the old editions +will be renamed. + +Creating the works from public domain print editions means that no +one owns a United States copyright in these works, so the Foundation +(and you!) can copy and distribute it in the United States without +permission and without paying copyright royalties. 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Thus, we do not necessarily +keep eBooks in compliance with any particular paper edition. + + +Most people start at our Web site which has the main PG search facility: + + http://www.gutenberg.net + +This Web site includes information about Project Gutenberg-tm, +including how to make donations to the Project Gutenberg Literary +Archive Foundation, how to help produce our new eBooks, and how to +subscribe to our email newsletter to hear about new eBooks. diff --git a/_downloads/sherlock_small.txt b/_downloads/sherlock_small.txt new file mode 100644 index 00000000..dcccaabd --- /dev/null +++ b/_downloads/sherlock_small.txt @@ -0,0 +1,17 @@ +One night--it was on the twentieth of March, 1888--I was +returning from a journey to a patient (for I had now returned to +civil practice), when my way led me through Baker Street. As I +passed the well-remembered door, which must always be associated +in my mind with my wooing, and with the dark incidents of the +Study in Scarlet, I was seized with a keen desire to see Holmes +again, and to know how he was employing his extraordinary powers. +His rooms were brilliantly lit, and, even as I looked up, I saw +his tall, spare figure pass twice in a dark silhouette against +the blind. He was pacing the room swiftly, eagerly, with his head +sunk upon his chest and his hands clasped behind him. To me, who +knew his every mood and habit, his attitude and manner told their +own story. He was at work again. He had risen out of his +drug-created dreams and was hot upon the scent of some new +problem. I rang the bell and was shown up to the chamber which +had formerly been in part my own. + diff --git a/_downloads/static_method.py b/_downloads/static_method.py new file mode 100644 index 00000000..ce476ab0 --- /dev/null +++ b/_downloads/static_method.py @@ -0,0 +1,26 @@ +#!/usr/bin/env python + +""" +examples of a static methods +""" + + +class C: + + @staticmethod + def a_static_method(a, b): + print "in a_static_method" + return a+b + + def test(self): + return self.a_static_method(2, 3) + +# if __name__ == "__main__": + +# print C.a_static_method(3,4) + +# c = C() + +# print c.a_static_method(4,5) + +# print c.test() diff --git a/_downloads/test_generator.py b/_downloads/test_generator.py new file mode 100644 index 00000000..d88255f7 --- /dev/null +++ b/_downloads/test_generator.py @@ -0,0 +1,78 @@ +""" +test_generator.py + +tests the solution to the generator lab + +can be run with py.test or nosetests +""" + +import generator_solution as gen + + +def test_intsum(): + + g = gen.intsum() + + assert next(g) == 0 + assert next(g) == 1 + assert next(g) == 3 + assert next(g) == 6 + assert next(g) == 10 + assert next(g) == 15 + + +def test_intsum2(): + + g = gen.intsum2() + + assert next(g) == 0 + assert next(g) == 1 + assert next(g) == 3 + assert next(g) == 6 + assert next(g) == 10 + assert next(g) == 15 + + +def test_doubler(): + + g = gen.doubler() + + assert next(g) == 1 + assert next(g) == 2 + assert next(g) == 4 + assert next(g) == 8 + assert next(g) == 16 + assert next(g) == 32 + + for i in range(10): + j = next(g) + + assert j == 2**15 + + +def test_fib(): + g = gen.fib() + + assert next(g) == 1 + assert next(g) == 1 + assert next(g) == 2 + assert next(g) == 3 + assert next(g) == 5 + assert next(g) == 8 + assert next(g) == 13 + assert next(g) == 21 + + +def test_prime(): + g = gen.prime() + + assert next(g) == 2 + assert next(g) == 3 + assert next(g) == 5 + assert next(g) == 7 + assert next(g) == 11 + assert next(g) == 13 + assert next(g) == 17 + assert next(g) == 19 + assert next(g) == 23 + diff --git a/_downloads/test_p_wrapper.py b/_downloads/test_p_wrapper.py new file mode 100644 index 00000000..40ba0fde --- /dev/null +++ b/_downloads/test_p_wrapper.py @@ -0,0 +1,39 @@ +#!/usr/bin/env python + +""" +test code for the p_wrapper assignment +""" + +from p_wrapper import p_wrapper #, tag_wrapper + + +def test_p_wrapper(): + @p_wrapper + def return_a_string(string): + return string + + assert return_a_string('this is a string') == '

this is a string

' + +def test_with_args(): + @p_wrapper + def f_string(a, b, this=45 ): + return "the numbers are: {}, {}, {}".format(a,b,this) + + assert f_string(2, 3, this=54) == "

the numbers are: 2, 3, 54

" + + +#Extra credit: + +def test_tag_wrapper(): + @tag_wrapper('html') + def return_a_string(string): + return string + + assert return_a_string("this is a string") == " this is a string " + +def test_tag_wrapper2(): + @tag_wrapper('div') + def return_a_string(string): + return string + + assert return_a_string("this is a string") == "
this is a string
" diff --git a/_downloads/text.utf16 b/_downloads/text.utf16 new file mode 100644 index 0000000000000000000000000000000000000000..b80b2efca2c24110bedfabf5e9b5dfbddfa5d6aa GIT binary patch literal 1358 zcmb7@Pe@cz6vl6I-{Q>_H{!}&_S)4hOGzk09T!n#kYT#(spBY&PkhY`j1)>DE`mfX zD>vbyU4*!hN(uzQZMf*q%5}5~T35gOoZ-!=BNLbN&OPUR=eyti^Zx$1B|eu)|wy=xlXh)v-hO$=T7I~pUpJnW1m2C7r#B@7zuI8TJ!i4O`znLzM!T4eGcRk6wQT8aeYbH#zt)Z()^Yye?3eznKZ8i<75!Du M=upo#9^~`HKl&`ur2qf` literal 0 HcmV?d00001 diff --git a/_downloads/text.utf32 b/_downloads/text.utf32 new file mode 100644 index 0000000000000000000000000000000000000000..c529531076d3d1be03e02f47418ac309e26472a8 GIT binary patch literal 2716 zcmchZOGuSL7>1|FMOqY5v~1edF1t`rhMJ2gD#$R~b-a~ONv48QB#E>LlCb+GT(pY_ z7tw_RL2w%_x~yDFtDtrDJU9a($ICfci--4{f4t_fjLI~Z^3FnetLL+RO zv-WubdeZYgv>hT`0QdAUPj6al>$4pq90&a_LXKVTI+f(Et)LF{CcTDUPj(*~@hO#R z;s#TWo|K~|t^1Q&L!VsNTJ}?{Rvpis(-m;0od!HcpXC8YL?Of+Pb}WG-_}ZIsxd;1*&sN)a7rsI*RKpHvhS$li zK_l@?WkZVFh3#>g7%RR@#X+_xNme2=Czrj3>L?-g4Y4 z@=UrGtT+Wt_z_F#-Ru5p$ZCV-HNV-?7tLk#@{?wp%Kh?Dy_9! zU~JC%0qX&<*4)1DZVuriJcc_k0Z*WcW-^1UAA)}O;Vs;Rmr$%{eR9qzZ1dzeYq)m{ zhF}t`XRhI-_OgZ;{T_kw)_Vt|X?+_tW&|n&-&QDq_f&058qsnw=M3ck1?J9ov;n&l zy1?i55Eo%`V+d1ldJ{85pF#z6z+$oU?SCis2Yg65D$z0c3`5Wj!_-?!f7bX7{uI%r literal 0 HcmV?d00001 diff --git a/_downloads/text.utf8 b/_downloads/text.utf8 new file mode 100644 index 00000000..9de18890 --- /dev/null +++ b/_downloads/text.utf8 @@ -0,0 +1,17 @@ +Origin (in native language) Name (in native language) +Հայաստան Արամ Խաչատրյան + Australia Nicole Kidman + Österreich Johann Strauß + Azərbaycan Vaqif Səmədoğlu + Азәрбајҹан Вагиф Сәмәдоғлу + Azərbaycan Heydər Əliyev + Азәрбајҹан Һејдәр Әлијев + België René Magritte + Belgique René Magritte + Belgien René Magritte + বাংলা সুকুমার রায় + འབྲུག་ཡུལ། མགོན་པོ་རྡོ་རྗེ། + ប្រទេស​​​កម្ពុជា ព្រះ​ពុទ្ឋឃោសាចារ‌្យ​ជួន​ណាត +Canada Céline Dion + ᓄᓇᕗᒻᒥᐅᑦ ᓱᓴᓐ ᐊᒡᓗᒃᑲᖅ + \ No newline at end of file diff --git a/_downloads/unicode_exception_test.py b/_downloads/unicode_exception_test.py new file mode 100644 index 00000000..24666dc2 --- /dev/null +++ b/_downloads/unicode_exception_test.py @@ -0,0 +1,16 @@ +#!/usr/bin/python + +""" +example for what happens when you pass non-ascii unicode to a Exception +""" + +#msg = u'This is an ASCII-compatible unicode message' + +msg = u'This is an non ASCII\N{EM DASH}compatible unicode message' + +print "\nDo you see this message in the Exception report?\n" +print msg +print + +raise ValueError(msg) + diff --git a/_downloads/unicodify.py b/_downloads/unicodify.py new file mode 100644 index 00000000..15683ee6 --- /dev/null +++ b/_downloads/unicodify.py @@ -0,0 +1,54 @@ +#!/usr/bin/env python + +''' +Decorators to convert all arguments passed to a function or method to +unicode or str, including default arguments + +From: http://axialcorps.com/2014/03/20/unicode-str/ + +''' + + +import sys +import functools +import inspect + +def _convert_arg(arg, from_, conv, enc): + '''Safely convert unicode to string or string to unicode''' + return getattr(arg, conv)(encoding=enc) if isinstance(arg, from_) else arg + +def _wrap_convert(from_type, fn, encoding=None): + '''Decorate a function converting all str arguments to unicode or + vice-versa''' + conv = 'decode' if from_type is str else 'encode' + encoding = encoding or sys.getdefaultencoding() + + # override string defaults using partial + aspec, dflts = inspect.getargspec(fn), {} + if aspec.defaults: + for k,v in zip(aspec.args[-len(aspec.defaults):],aspec.defaults): + dflts[k] = _convert_arg(v, from_type, conv, encoding) + fn = functools.partial(fn, **dflts) + + @functools.wraps(fn.func if isinstance(fn, functools.partial) else fn) + def converted(*args, **kwargs): + args = [_convert_arg(a, from_type, conv, encoding) for a in args] + for k,v in kwargs.iteritems(): + kwargs[k] = _convert_arg(v, from_type, conv, encoding) + return fn(*args, **kwargs) + + return converted + +def unicodify(fn=None, encoding=None): + '''Convert all str arguments to unicode''' + if fn is None: + return functools.partial(unicodify, encoding=encoding) + return _wrap_convert(str, fn, encoding=encoding) + +def stringify(fn=None, encoding=None): + '''Convert all unicode arguments to str''' + if fn is None: + return functools.partial(stringify, encoding=encoding) + return _wrap_convert(unicode, fn, encoding=encoding) + +__all__ = ['unicodify', 'stringify'] \ No newline at end of file diff --git a/_downloads/vector.py b/_downloads/vector.py new file mode 100644 index 00000000..8d9e2eac --- /dev/null +++ b/_downloads/vector.py @@ -0,0 +1,47 @@ +""" +Vector type with +, * redefined as Vector addition and dot product +From Jon Jacky's Intro to Python course: + http://staff.washington.edu/jon/python-course/ +""" + + +class Vector(list): + def __repr__(self): + """ + String representation, uses list (superclass) representation + """ + return 'Vector(%s)' % super(Vector, self).__repr__() + + def __add__(self, v): + """ + redefine + as element-wise Vector sum + """ + assert len(self) == len(v) + return Vector([x1 + x2 for x1, x2 in zip(self, v)]) + + def __mul__(self, v): + """ + redefine * as Vector dot product + """ + assert len(self) == len(v) + return sum([x1 * x2 for x1, x2 in zip(self, v)]) + +l1 = [1, 2, 3] +l2 = [4, 5, 6] +v1 = Vector(l1) +v2 = Vector(l2) + +if __name__ == '__main__': + print('l1') + print(l1) + print('l1 + l2') + print(l1 + l2) + # print(l1 * l2) # TypeError + print('zip(l1, l2)') + print(zip(l1, l2)) + print('v1') + print(v1) + print('v1 + v2') + print(v1 + v2) + print('v1 * v2') + print(v1 * v2) diff --git a/_downloads/yield_example.py b/_downloads/yield_example.py new file mode 100644 index 00000000..81c9590d --- /dev/null +++ b/_downloads/yield_example.py @@ -0,0 +1,22 @@ +def counter(): + print('counter: starting counter') + i = -3 + while i < 3: + i = i + 1 + print('counter: yield', i) + yield i + return None + + +# if __name__ == '__main__': +# print "the generator function:" +# print repr(counter) +# print "call generator function" + +# c = counter() +# print "the generator:" +# print repr(c) + +# print 'iterate' +# for item in c: +# print 'received:', item diff --git a/_images/color_git_prompt.png b/_images/color_git_prompt.png new file mode 100644 index 0000000000000000000000000000000000000000..b85ab4409829357ba8f2004c878700832ab2ff21 GIT binary patch literal 42762 zcmaHRWmFwYvnaB0cL^TYxVvj`cY+0XcXxM(jazVccXtB8-2=g0ALo4c-gkez^=7S^ z)zeeb)m>FxRnrlQ@)Ah!`0!w0U`SGuV#;7(kPM&gI9Q0!XOagl4Hy`_u!X3oqLip8 ziK3&OsfD!(7?>ndcB-4I$_jSaOc!U@EIJtp#Vx)k9LYSdBo;s^LdsteA~YE2Dh4Hv ziAJq%tlA4M5k_Y84HF?K&~ORv8dY()Pf6_C!A7(d+(i}p%_it=L~Cp1sAXxz?80ZM z9Zc~x5YX?e3GUC9uZekn+NXn#F){c6fr|=`tO?$`V`>VJcoc(JcK$$N5FjR2$pY{c;^w<5MZ#$gWR2t$Wc$+<~d;QKh5?d0TEJ$Khc)bEe?)H zO`oqCRGti(X_E)!cEa6dXKou2W0`RLYwS|Lfm3MNWSA%Xts?mQSL^qo`BTrz7Ll*Y z8~>>1i`o_NY$iuII!9~E`mB<%3mfd7{Cg&0LwAZASfdTJ(7{fn!UYM~H56FmX4VZ+ zsI^|=;4UI1Le$xrwG()*6$9-t=Syy&-FQzZ_d~|S`HMR5PaMI3uTog7Cf^Qzmi&|v 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Ideally before writing the code. + +Step 8: Optional Features: +-------------------------- + +* See if you can make "reflected" numerics do the right thing: + +.. code-block:: python + + a_circle * 3 == 3 * a_circle + +* What else makes sense: division? others? + +* Add the "augmented assignment" operators, where they make sense: + +.. code-block:: python + + a_circle += another_circle + + a_circle *= 2 + +* look through all the "magic methods" and see what makes sense for circles + + diff --git a/_sources/exercises/comprehensions_lab.txt b/_sources/exercises/comprehensions_lab.txt new file mode 100644 index 00000000..5fac6b40 --- /dev/null +++ b/_sources/exercises/comprehensions_lab.txt @@ -0,0 +1,244 @@ +.. _exercise_comprehensions: + +****************** +Comprehensions Lab +****************** + +Playing with Comprehensions +============================ + + +.. rst-class:: large left + + Goal: + +.. rst-class:: medium left + + Getting Familiar with list, set and dict comprehensions + + +List comprehensions +-------------------- + +Note: this is a bit of a "backwards" exercise -- +we show you code, you figure out what it does. + +As a result, not much to submit -- don't worry about it -- you'll have +a chance to use these in other exercises. + +.. code-block:: python + + >>> feast = ['lambs', 'sloths', 'orangutans', + 'breakfast cereals', 'fruit bats'] + + >>> comprehension = [delicacy.capitalize() for delicacy in feast] + +What is the output of: + +.. code-block:: python + + >>> comprehension[0] + ??? + + >>> comprehension[2] + ??? + +(figure it out before you try it) + +Filtering lists with list comprehensions +---------------------------------------- + +.. code-block:: python + + >>> feast = ['spam', 'sloths', 'orangutans', 'breakfast cereals', + 'fruit bats'] + + >>> comp = [delicacy for delicacy in feast if len(delicacy) > 6] + +What is the output of: + +.. code-block:: python + + >>> len(feast) + ??? + + >>> len(comp) + ??? + +(figure it out first!) + + +Unpacking tuples in list comprehensions +--------------------------------------- + +.. code-block:: python + + >>> list_of_tuples = [(1, 'lumberjack'), (2, 'inquisition'), (4, 'spam')] + + >>> comprehension = [ skit * number for number, skit in list_of_tuples ] + +What is the output of: + +.. code-block:: python + + >>> comprehension[0] + ??? + + >>> len(comprehension[2]) + ??? + +Double list comprehensions +--------------------------- +.. code-block:: python + + >>> eggs = ['poached egg', 'fried egg'] + + >>> meats = ['lite spam', 'ham spam', 'fried spam'] + + >>> comprehension = \ + [ '{0} and {1}'.format(egg, meat) for egg in eggs for meat in meats] + +What is the output of: + +.. code-block:: python + + >>> len(comprehension) + ??? + + >>> comprehension[0] + ??? + +Set comprehensions +------------------ + +.. code-block:: python + + >>> comprehension = { x for x in 'aabbbcccc'} + +What is the output of: + +.. code-block:: python + + >>> comprehension + ??? + +Dictionary comprehensions +------------------------- + +.. code-block:: python + + >>> dict_of_weapons = {'first': 'fear', + 'second': 'surprise', + 'third':'ruthless efficiency', + 'forth':'fanatical devotion', + 'fifth': None} + >>> dict_comprehension = \ + { k.upper(): weapon for k, weapon in dict_of_weapons.iteritems() if weapon} + +What is the output of: + +.. code-block:: python + + >>> 'first' in dict_comprehension + ??? + >>> 'FIRST' in dict_comprehension + ??? + >>> len(dict_of_weapons) + ??? + >>> len(dict_comprehension) + ??? + +Other resources +--------------- + + +See also: + +https://github.com/gregmalcolm/python_koans + +Specifically (for comprehensions): + +https://github.com/gregmalcolm/python_koans/blob/master/python3/koans/about_comprehension.py + + +Count Even Numbers +------------------ + +Use test-driven development! + +This is from CodingBat "count_evens" (http://codingbat.com/prob/p189616) + +*Using a list comprehension*, return the number of even integers in the given array. + +Note: the % "mod" operator computes the remainder, e.g. ``5 % 2`` is 1. + +.. code-block:: python + + count_evens([2, 1, 2, 3, 4]) == 3 + + count_evens([2, 2, 0]) == 3 + + count_evens([1, 3, 5]) == 0 + + +.. code-block:: python + + def count_evens(nums): + one_line_comprehension_here + + +``dict`` and ``set`` comprehensions +------------------------------------ + +Let's revisiting the dict/set lab -- see how much you can do with +comprehensions instead. + +(:ref:`exercise_dict_lab`) + +Specifically, look at these: + +First a slightly bigger, more interesting (or at least bigger..) dict: + +.. code-block:: python + + food_prefs = {"name": "Chris", + "city": "Seattle", + "cake": "chocolate", + "fruit": "mango", + "salad": "greek", + "pasta": "lasagna"} + +.. nextslide:: Working with this dict: + +1. Print the dict by passing it to a string format method, so that you +get something like: + + "Chris is from Seattle, and he likes chocolate cake, mango fruit, + greek salad, and lasagna pasta" + +2. Using a list comprehension, build a dictionary of numbers from zero +to fifteen and the hexadecimal equivalent (string is fine). +(the ``hex()`` function gives you the hexidecimal representation of a number.) + +3. Do the previous entirely with a dict comprehension -- should be a one-liner + +4. Using the dictionary from item 1: Make a dictionary using the same +keys but with the number of 'a's in each value. You can do this either +by editing the dict in place, or making a new one. If you edit in place, +make a copy first! + +.. nextslide:: + +5. Create sets s2, s3 and s4 that contain numbers from zero through twenty, +divisible 2, 3 and 4. + + a. Do this with one set comprehension for each set. + + b. What if you had a lot more than 3? -- Don't Repeat Yourself (DRY) + + - create a sequence that holds all three sets + + - loop through that sequence to build the sets up -- so no repeated code. + + c. Extra credit: do it all as a one-liner by nesting a set comprehension + inside a list comprehension. (OK, that may be getting carried away!) diff --git a/_sources/exercises/dict_lab.txt b/_sources/exercises/dict_lab.txt new file mode 100644 index 00000000..519e1f10 --- /dev/null +++ b/_sources/exercises/dict_lab.txt @@ -0,0 +1,89 @@ +.. _exercise_dict_lab: + +********************** +Dictionary and Set Lab +********************** + +Learning about dictionaries and sets +==================================== + +Goal: +----- + +Learn the basic ins and outs of Python dictionaries and sets. + +Procedure +--------- + +In your student dir in the IntroPython2015 repo, create a ``session04`` dir and put in a new ``dict_lab.py`` file. + +The file should be an executable python script. That is to say that one +should be able to run the script directly like so: + +.. code-block:: bash + + $ ./dict_lab.py + +(At least on OS-X and Linux) + +-- you do that with this command: + +.. code-block:: bash + + $ chmod +x dict_lab.py + +(The +x means make this executable) + +.. nextslide:: + +Add the file to your clone of the repository and commit changes frequently +while working on the following tasks. When you are done, push your changes to +GitHub and issue a pull request. + +(if you are struggling with git -- just write the code for now) + +When the script is run, it should accomplish the following four series of +actions: + +.. nextslide:: Dictionaries 1 + +* Create a dictionary containing "name", "city", and "cake" for "Chris" from "Seattle" who likes "Chocolate". + +* Display the dictionary. + +* Delete the entry for "cake". + +* Display the dictionary. + +* Add an entry for "fruit" with "Mango" and display the dictionary. + + - Display the dictionary keys. + - Display the dictionary values. + - Display whether or not "cake" is a key in the dictionary (i.e. False) (now). + - Display whether or not "Mango" is a value in the dictionary (i.e. True). + + +.. nextslide:: Dictionaries 2 + + +* Using the dictionary from item 1: Make a dictionary using the same keys but + with the number of 't's in each value. + +.. nextslide:: Sets + +* Create sets s2, s3 and s4 that contain numbers from zero through twenty, + divisible 2, 3 and 4. + +* Display the sets. + +* Display if s3 is a subset of s2 (False) + +* and if s4 is a subset of s2 (True). + +.. nextslide:: Sets 2 + +* Create a set with the letters in 'Python' and add 'i' to the set. + +* Create a frozenset with the letters in 'marathon' + +* display the union and intersection of the two sets. diff --git a/_sources/exercises/exceptions_lab.txt b/_sources/exercises/exceptions_lab.txt new file mode 100644 index 00000000..5ff5b16b --- /dev/null +++ b/_sources/exercises/exceptions_lab.txt @@ -0,0 +1,25 @@ +.. _exercise_exceptions_lab: + +************** +Exceptions Lab +************** + +Learning Exceptions +=================== + +Just a little bit for the basics. + +Exceptions Lab +--------------- + +Improving ``input`` + +* The ``input()`` function can generate two exceptions: ``EOFError`` + or ``KeyboardInterrupt`` on end-of-file(EOF) or canceled input. + +* Create a wrapper function, perhaps ``safe_input()`` that returns ``None`` + rather rather than raising these exceptions, when the user enters ``^C`` for Keyboard Interrupt, or ``^D`` (``^Z`` on Windows) for End Of File. + +* Update your mailroom program to use exceptions (and IBAFP) to handle + malformed numeric input + diff --git a/_sources/exercises/fib_and_lucas.txt b/_sources/exercises/fib_and_lucas.txt new file mode 100644 index 00000000..0181536c --- /dev/null +++ b/_sources/exercises/fib_and_lucas.txt @@ -0,0 +1,93 @@ +.. _exercise_fibonacci: + +************************* +Fibonacci Series Exercise +************************* + +Computing the Fibonacci and Lucas Series +======================================== + +Goal: +----- + +The `Fibonacci Series`_ is a numeric series starting with the integers 0 and 1. + +In this series, the next integer is determined by summing the previous two. + +This gives us:: + + 0, 1, 1, 2, 3, 5, 8, 13, ... + +We will write a function that computes this series -- then generalize it. + +.. _Fibonacci Series: http://en.wikipedia.org/wiki/Fibbonaci_Series + +Step 1 +------ + +* Create a new module ``series.py`` in the ``session02`` folder in your student folder. + + - In it, add a function called ``fibonacci``. + + - The function should have one parameter ``n``. + + - The function should return the ``nth`` value in the fibonacci series. + +* Ensure that your function has a well-formed ``docstring`` + +Note that the fibinacci series is naturally recusive -- the value is +defined by previous values: + +fib(n) = fib(n-2) + fib(n-1) + + +Lucas Numbers +-------------- + +The `Lucas Numbers`_ are a related series of integers that start with the +values 2 and 1 rather than 0 and 1. The resulting series looks like this:: + + 2, 1, 3, 4, 7, 11, 18, 29, ... + +.. _Lucas Numbers: http://en.wikipedia.org/wiki/Lucas_number + + +In your ``series.py`` module, add a new function ``lucas`` that returns the +``nth`` value in the *lucas numbers* series. + +Ensure that your function has a well-formed ``docstring`` + +Generalizing +------------ + +Both the *fibonacci series* and the *lucas numbers* are based on an identical +formula. + +Add a third function called ``sum_series`` with one required parameter and two +optional parameters. The required parameter will determine which element in the +series to print. The two optional parameters will have default values of 0 and +1 and will determine the first two values for the series to be produced. + +Calling this function with no optional parameters will produce numbers from the +*fibonacci series*. Calling it with the optional arguments 2 and 1 will +produce values from the *lucas numbers*. Other values for the optional +parameters will produce other series. + +Ensure that your function has a well-formed ``docstring`` + +Tests... +-------- + +Add a block of code to the end of your ``series.py`` +module. Use the block to write a series of ``assert`` statements that +demonstrate that your three functions work properly. + +Use comments in this block to inform the observer what your tests do. + +Add your new module to your git clone and commit frequently while working on +your implementation. Include good commit messages that explain concisely both +*what* you are doing and *why*. + +When you are finished, push your changes to your fork of the class repository +in GitHub and make a pull request. + diff --git a/_sources/exercises/fizz_buzz.txt b/_sources/exercises/fizz_buzz.txt new file mode 100644 index 00000000..33f0091c --- /dev/null +++ b/_sources/exercises/fizz_buzz.txt @@ -0,0 +1,69 @@ +.. _exercise_fizz_buzz: + +****************** +Fizz Buzz Exercise +****************** + +The Classic Fizz Buzz Problem +============================== + +.. rst-class:: left + + Fizz Buzz is a classic simple problem in computer science. + + Often used as an exercise in interviews for programmers. + + Apparently a LOT of people applying for jobs as profesional developers can't do this in an interview: + + (http://c2.com/cgi/wiki?FizzBuzzTest) + + Now that I've psyched you out -- it's really pretty straightforward. + +Goal: +----- + +* Write a program that prints the numbers from 1 to 100 inclusive. + +* But for multiples of three print "Fizz" instead of the number + +* For the multiples of five print "Buzz". + +* For numbers which are multiples of both three and five print "FizzBuzz" instead. + +Hint: +----- + +* Look up the ``%`` operator. What do these do? + + * ``10 % 7 == 3`` + * ``14 % 7 == 0`` + +(try that in iPython) + +* Do try to write it without looking it up -- there are a million nifty solutions posted on the web. + +Results: +-------- + +Running your code should result in something like:: + + 1 + 2 + Fizz + 4 + Buzz + Fizz + 7 + 8 + Fizz + Buzz + 11 + Fizz + 13 + 14 + FizzBuzz + 16 + .... + + + diff --git a/_sources/exercises/grid_printer.txt b/_sources/exercises/grid_printer.txt new file mode 100644 index 00000000..22619198 --- /dev/null +++ b/_sources/exercises/grid_printer.txt @@ -0,0 +1,222 @@ +.. _exercise_grid_printer: + +********************* +Grid Printer Exercise +********************* + +Printing a Grid +================ + +(adapted from Downey, "Think Python", ex. 3.5) + +Goal: +----- + +Write a function that draws a grid like the following:: + + + - - - - + - - - - + + | | | + | | | + | | | + | | | + + - - - - + - - - - + + | | | + | | | + | | | + | | | + + - - - - + - - - - + + +hints +----- + +.. rst-class:: center medium + + A couple features to get you started... + +printing +-------- + +To print more than one value on a line, you can pass multiple names into the print function: + +.. code-block:: python + + print('+', '-') + +If you don't want a newline after something is printed, you tell python what you want the print to end with like so: + +.. code-block:: python + + print('+', end=' ') + print('-') + +The output of these statements is ``'+ -'``. + +(that end parameter defaults to a newline...) + +.. nextslide:: no arguments... + +A print function with no arguments ends the current line and goes to the next line: + +.. code-block:: python + + print() + + +Simple string manipulation: +--------------------------- + +You can put two strings together with the plus operator: + +.. code-block:: ipython + + In [20]: "this" + "that" + Out[20]: 'thisthat + +Particularly useful if they have been assigned names: + +.. code-block:: ipython + + In [21]: plus = '+' + + In [22]: minus = '-' + + In [23]: plus+minus+plus + Out[23]: '+-+' + +Note that you can string any number of operations together in an expression. + +.. nextslide:: multiplication of strings + +You can also multiply strings: + +.. code-block:: ipython + + In [24]: '+' * 10 + Out[24]: '++++++++++' + +And combine that with plus in a complex expression: + +.. code-block:: ipython + + In [29]: first_name = 'Chris' + + In [30]: last_name = 'Barker' + + In [31]: 5 * '*' + first_name +' ' + last_name + 5 * '*' + Out[31]: '*****Chris Barker*****' + +Note that there are better ways to build up complex strings -- we'll get to that later. + +Now you've got what you need to print that grid... + +Part 2 +======= + +.. rst-class:: center medium + + Making it more general + +Make it a function +------------------ + +One of the points of writing functions is so you can write code that does similar things, but customized to input parameters. So what if we want to be able to print that grid at an arbitrary size? + +Write a function ``print_grid(n)`` that takes one integer argument +and prints a grid just like before, BUT the size of the +grid is given by the argument. + +For example, ``print_grid(11)`` prints the grid in the above picture. + +``print_grid(3)`` would print a smaller grid:: + + + - + - + + | | | + + - + - + + | | | + + - + - + + +.. nextslide:: + +``print_grid(15)`` prints a larger grid:: + + + - - - - - - - + - - - - - - - + + | | | + | | | + | | | + | | | + | | | + | | | + | | | + + - - - - - - - + - - - - - - - + + | | | + | | | + | | | + | | | + | | | + | | | + | | | + + - - - - - - - + - - - - - - - + + +.. nextslide:: + +This problem is underspecified. Do something reasonable. + +Part 3: +======= + +Even more general... + +A function with two parameters +------------------------------- + +Write a function that draws a similar grid with a specified number of rows and three columns. + +for example, ``print_grid2(3,4)`` results in:: + + + - - - - + - - - - + - - - - + + | | | | + | | | | + | | | | + | | | | + + - - - - + - - - - + - - - - + + | | | | + | | | | + | | | | + | | | | + + - - - - + - - - - + - - - - + + | | | | + | | | | + | | | | + | | | | + + - - - - + - - - - + - - - - + + +.. nextslide:: + +What to do about rounding? -- you decide. + +Another example: ``print_grid2(5,3)``:: + + + - - - + - - - + - - - + - - - + - - - + + | | | | | | + | | | | | | + | | | | | | + + - - - + - - - + - - - + - - - + - - - + + | | | | | | + | | | | | | + | | | | | | + + - - - + - - - + - - - + - - - + - - - + + | | | | | | + | | | | | | + | | | | | | + + - - - + - - - + - - - + - - - + - - - + + | | | | | | + | | | | | | + | | | | | | + + - - - + - - - + - - - + - - - + - - - + + | | | | | | + | | | | | | + | | | | | | + + - - - + - - - + - - - + - - - + - - - + + + + diff --git a/_sources/exercises/html_renderer.txt b/_sources/exercises/html_renderer.txt new file mode 100644 index 00000000..eaa1bf73 --- /dev/null +++ b/_sources/exercises/html_renderer.txt @@ -0,0 +1,509 @@ +.. _exercise_html_renderer: + +====================== +HTML Renderer Exercise +====================== + +HTML Renderer +============= + +Ever need to generate some HTML? + +And not want to write all those tags yourself? + +Goal: +------ + +The goal is to create a set of classes to render html pages -- in a "pretty printed" way. + +i.e. nicely indented and human readable. + +We'll try to get to all the features required to render: + +:download:`sample_html.html <./sample_html.html>` + +Take a look at it with "view source" in your browser -- or open in a text editor -- it's also in the Examples dir. + +If you don't know html -- just look at the example and copy that.... + +The exercise is broken down into a number of steps -- each requiring a few more OO concepts in Python. + +General Instructions: +--------------------- + +For each step, add the required functionality. There is example code to run your code for each step in: ``Examples\session07\run_html_render.py`` + +Name your file: ``html_render.py`` -- so it can be imported by ``run_html_render.py`` + +You should be able to run that code at each step, uncommenting each new step in ``run_html_render.py`` as you go. + +It builds up an html tree, and then calls the ``render()`` method of your element to render the page. + +It uses a ``cStringIO`` object (like a file, but in memory) to render to memory, then dumps it to the console, and writes a file. Take a look at the code at the end to make sure you understand it. + +The html generated at each step will be in the files: ``test_html_ouput?.html`` + +At each step, your results should look similar that those (maybe not identical...) + +Unit tests +------------ + +Use "test driven development": + +In addition to checking if the output is what you expect with the running script -- you should also write unit tests as you go. + +Each new line of code should have a test that will run it -- *before* you write that code. + +That is: + + 1. write a test that exercises the next step in your process + 2. run the tests -- the new test will fail + 3. write your code... + 4. run the tests. If it still fails, go back to step 3... + + +Step 1: +------- + +Create an ``Element`` class for rendering an html element (xml element). + +It should have class attributes for the tag name ("html" first) and the indentation (spaces to indent for pretty printing) + +The initializer signature should look like + +.. code-block:: python + + Element(content=None) + +where ``content`` is expected to be a string + +It should have an ``append`` method that can add another string to the content. + +So your class will need a way to store the content in a way that you can keep adding more to it. + +.. nextslide:: + +It should have a ``render(file_out, ind = "")`` method that renders the tag and the strings in the content. + +``file_out`` could be any file-like object ( i.e. have a ``write()`` method ). + +``ind`` is a string with the indentation level in it: the amount that the tag should be indented for pretty printing. + + - This is a little tricky: ``ind`` will be the amount that this element should be indented already. It will be from zero (an empty string) to a lot of spaces, depending on how deep it is in the tree. + +The amount of each level of indentation should be set by the class attribute: ``indent`` + +NOTE: don't worry too much about indentation at this stage -- the primary goal is to get proper, compliant html. i.e. the opening and closing tags rendered correctly. Worry about cleaning up the indentation once you've got that working. + +.. nextslide:: + +So this ``render()`` method takes a file-like object, and calls its ``write()`` method, writing the html for a tag. Something like:: + + + Some content. Some more content. + <\html> + +You should now be able to render an html tag with text in it as contents. + +See: step 1. in ``run_html_render.py`` + +Step 2: +-------- + +Create a couple subclasses of ``Element``, for each of ````, ````, and ``

    `` tags. All you should have to do is override the ``tag`` class attribute (you may need to add a ``tag`` class attribute to the ``Element`` class first, if you haven't already). + +Now you can render a few different types of element. + +Extend the ``Element.render()`` method so that it can render other elements inside the tag in addition to strings. Simple recursion should do it. i.e. it can call the ``render()`` method of the elements it contains. You'll need to be smart about setting the ``ind`` optional parameter -- so that the nested elements get indented correctly. (again, this is a secondary concern...) + +Figure out a way to deal with the fact that the contained elements could be either simple strings or ``Element`` s with render methods (there are a few ways to handle that...). Think about "Duck Typing" and EAFP. See the section 'Notes on handling "duck typing"' and the end of the Exercise for more. + +.. nextslide:: + +You should now be able to render a basic web page with an ```` tag around the whole thing, a ```` tag inside, and multiple ``

    `` tags inside that, with text inside that. And all indented nicely. + +See ``test_html_output2.html`` + +NOTE: when you run step 2 in ``run_html_render.py``, you will want to comment out step 1 -- that way you'll only get one set of output. + +Step 3: +-------- + +Create a ```` element -- a simple subclass. + +Create a ``OneLineTag`` subclass of ``Element``: + +* It should override the render method, to render everything on one line -- for the simple tags, like:: + + PythonClass - Session 6 example + +Create a ``Title`` subclass of ``OneLineTag`` class for the title. + +You should now be able to render an html doc with a head element, with a +title element in that, and a body element with some ``

    `` elements and some text. + +See ``test_html_output3.html`` + +Step 4: +-------- + +Extend the ``Element`` class to accept a set of attributes as keywords to the +constructor, e.g. ``run_html_render.py`` + +.. code-block:: python + + Element("some text content", id="TheList", style="line-height:200%") + +html elements can take essentially any attributes -- so you can't hard-code these particular ones. ( remember ``**kwargs``? ) + +The render method will need to be extended to render the attributes properly. + +You can now render some ``

    `` tags (and others) with attributes + +See ``test_html_output4.html`` + +Step 5: +-------- + +Create a ``SelfClosingTag`` subclass of Element, to render tags like:: + +

    and
    (horizontal rule and line break). + +You will need to override the render method to render just the one tag and +attributes, if any. + +Create a couple subclasses of ``SelfClosingTag`` for and
    and
    + +Note that you now have a couple render methods -- is there repeated code in them? + +Can you refactor the common parts into a separate method that all the render methods can call? + +See ``test_html_output5.html`` + +Step 6: +------- + +Create an ``A`` class for an anchor (link) element. Its constructor should look like:: + + A(self, link, content) + +where ``link`` is the link, and ``content`` is what you see. It can be called like so:: + + A("http://google.com/", "link to google") + +You should be able to subclass from ``Element``, and only override the ``__init__`` --- Calling the ``Element`` ``__init__`` from the ``A __init__`` + +You can now add a link to your web page. + +See ``test_html_output6.html`` + +Step 7: +-------- + +Create ``Ul`` class for an unordered list (really simple subclass of ``Element``) + +Create ``Li`` class for an element in a list (also really simple) + +Add a list to your web page. + +Create a ``Header`` class -- this one should take an integer argument for the +header level. i.e

    ,

    ,

    , called like + +.. code-block:: python + + H(2, "The text of the header") + +for an

    header + +It can subclass from ``OneLineTag`` -- overriding the ``__init__``, then calling the superclass ``__init__`` + +See ``test_html_output7.html`` + +Step 8: +-------- + +Update the ``Html`` element class to render the "" tag at the head of the page, before the html element. + +You can do this by subclassing ``Element``, overriding ``render()``, but then calling the ``Element`` render from the new render. + +Create a subclass of ``SelfClosingTag`` for ```` (like for ``
    `` and ``
    `` and add the meta element to the beginning of the head element to give your document an encoding. + +The doctype and encoding are HTML 5 and you can check this at: http://validator.w3.org. + +You now have a pretty full-featured html renderer -- play with it, add some +new tags, etc.... + +See ``test_html_output8.html`` + +Notes on handling "duck typing" +=============================== + +.. rst-class:: left + + In this exercise, we need to deal with the fact that XML (and thus HTML) allows *either* plain text *or* other tags to be the content of a tag. Our code also needs to handle the fact that there are two possible types that we need to be able to render. + + There are two primary ways to address this (and multiple ways to actually write the code for each of these). + + 1) Make sure that the content only has renderable objects in it. + + 2) Make sure the render() method can handle either type on the fly + + The difference is where you handle the multiple types -- in the render method itself, or ahead of time. + +The ahead of time option: +------------------------- + +You can handle it ahead of time by creating a simple object that wraps a string and gives it a render method. As simple as: + +.. code-block:: python + + class TextWrapper: + """ + A simple wrapper that creates a class with a render method + for simple text + """ + def __init__(self, text): + self.text = text + + def render(self, file_out, current_ind=""): + file_out.write(current_ind + self.text) + +.. nextslide:: + +You could require your users to use the wrapper, so instead of just appending a string, they would do: + +.. code-block:: python + + an_element.append(TextWRapper("the string they want to add")) + +But this is not very Pythonic style -- it's OO heavy. Strings for text are so common you want to be able to simply use them: + +.. code-block:: python + + an_element.append("the string they want to add") + +So much easier. + +To accomplish this, you can update the ``append()`` method to put this wrapper around plain strings when somethign new is added. + + +Checking if it's the right type +------------------------------- + +How do you decide if the wrapper is required? + +**Checking it it's an instance of Element:** + +You could check and see if the object being appended is an Element: + +.. code-block:: python + + if isinstance(content, Element): + self.content.append(content) + else: + self.content.append(TextWrapper(content)) + +This would work well, but closes the door to using any other type that may not be a strict subclsss of Element, but can render itself. Not too bad in this case, but in general, frowned upon in Python. + +.. nextslide:: + +Alternatively, you could check for the string type: + +.. code-block:: python + + if isinstance(content, str): + self.content.append(TextWrapper(content)) + else: + self.content.append(content) + +I think this is a little better -- strings are a pretty core type in python, it's not likely that anyone is going to need to use a "string-like" object. + +Duck Typing +----------- + +The Python model of duck typing is if quacks like a duck, then treat it like a duck. + +But in this case, we're not actually rendering the object at this stage, so calling the method isn't appropriate. + +**Checking for an attribute** + +Instead of calling the method, see if it's there: + +You can check if the passed-in object has a ``render()`` attribute: + +.. code-block:: python + + if hasattr(content, 'render'): + self.content.append(content) + else: + self.content.append(TextWrapper(content)) + +This is my favorite. ``html_render_wrap.py`` in Solutions demonstrates with method. + +Duck Typing on the Fly +---------------------- + +The other option is to simply put both elements and text in the content list, and figure out what to do in the ``render()`` method. + +Again, you could type check -- but I prefer the duck typing approach, and EAFP: + +.. code-block:: python + + try: + content.render(out_file) + except AttributeError: + outfile.write(content) + +If content is a simple string then it won't have a render method, and an ``AttributeError`` will be raised. + +You can catch that, and simply write the content. + +.. nextslide:: + +You may want to turn it into a string, first:: + + outfile.write(str(content)) + +Then you could write just about anything -- numbers, etc. + + +Where did the Exception come from? +---------------------------------- + +**Caution** + +If the object doesn't have a ``render`` method, then an AttributeError will be raised. But what if it does have a render method, but that method is broken? + +Depending on what's broken, it could raise any number of exceptions. Most will not get caught by the except clause, and will halt the program. + +But if, just by bad luck, it has an bug that raises an ``AttributeError`` -- then this could with catch it, and try to simply write it out instead. So you may get somethign like: ```` in the middle of your html. + +**The beauty of testing** + +If you have a unit test that calls every render method in your code -- then it should catch that error, and it wil be clear where it is coming from. + + +HTML Primer +============ + +.. rst-class:: medium + + The very least you need to know about html to do this assigment. + +.. rst-class:: left + + If you are familar with html, then this will all make sense to you. If you have never seen html before, this might be a bit intimidating, but you really don't need to know much to do this assignment. + + First of all, sample output from each step is provided. So all you really need to do is look at that, and make your code do the same thing. But it does help to know a little bit about what you are doing. + +HTML +---- + +HTML is "Hyper Text Markup Language". Hypertext, because it can contain links +to other pages, and markup language means that text is "marked up" with +instructions about how to format the text, etc. + +Here is a good basic intro: + +http://www.w3schools.com/html/html_basic.asp + +And there are countless others online. + +As html is XML -- the XML intro is a good source of the XML syntax, too: + +http://www.w3schools.com/xml/default.asp + +But here is a tiny intro of just what you need to know for this project. + +Elements +-------- + +Modern HTML is a particular dialect of XML (eXtensible Markup Language), +which is itself a special case of SGML (Standard Generalized Markup Language) + +It inherits from SGML a basic structure: each piece of the document is an element. each element is described by a "tag". Each tag has a different meaning, but they all have the same structure:: + + some content + +that is, the tag name is surrounded by < and >, which marks the beginning of +the element, and the end of the element is indicated by the same tag with a slash. + +The real power is that these elements can be nested arbitrarily deep. In order to keep that all readable, we often want to indent the content inside the tags, so it's clear what belongs with what. That is one of the tricky bits of this assignment. + +Basic tags +---------- + +.. code-block:: html + + is the core tag indicating the entire document + +

    is a single paragraph of text

    + + is the tag that indicated the text of the document + + defines the header of the document -- a place for metadata + +Attributes: +------------ + +In addition to the tag name and the content, extra attributes can be attached to a tag. These are added to the "opening tag", with name="something", another_name="somethign else" format: + +.. code-block:: html + +

    + +There can be all sorts of stuff stored in attributes -- some required for specific tags, some extra, like font sizes and colors. Note that since tags can essentially have any attributes, your code will need to support that -- doesn't it kind of look like a dict? And keyword arguments? + +Special Elements +---------------- + +The general structure is everything in between the opening and closing tag. But some elements don't really have content -- just attributes. So the slash goes at the end of the tag, after the attributes. We can call these self-closing tags: + +.. code-block:: html + + + +To make a link, you use an "anchor" tag: ````. It requires attributes to indicate what the link is: + +.. code-block:: html + + link + +The ``href`` attribute is the link (hyper reference). + +To make a bulleted list, you use a

      tag (unordered list), and inside that, you put individual list elements
    • : + +.. code-block:: html + +
        +
      • + The first item in a list +
        • +
      • + This is the second item +
        • +
      + +Note that the list itself, and the list items can both take various attributes (all tags can...) + +Section Headers are created with "h" tags:

      is the biggest (highest level), and there is

      ,

      , etc. for sections, sub sections, subsub sections... + +.. code-block:: html + +

      PythonClass - Class 7 example

      + +I think that's all you need to know! + + + + + + + + + + + + + + diff --git a/_sources/exercises/index.txt b/_sources/exercises/index.txt new file mode 100644 index 00000000..51cc1031 --- /dev/null +++ b/_sources/exercises/index.txt @@ -0,0 +1,69 @@ +========= +Exercises +========= + +Contents: +========= + +.. rst-class:: left + + +Session 2: +---------- +.. toctree:: + :maxdepth: 1 + + grid_printer + fizz_buzz + fib_and_lucas + +Session 3: +---------- +.. toctree:: + :maxdepth: 1 + + slicing + list_lab + string_formatting + rot13 + mailroom + +Session 4: +---------- +.. toctree:: + :maxdepth: 1 + + dict_lab + kata_fourteen + +Session 5: +---------- +.. toctree:: + :maxdepth: 1 + + exceptions_lab + comprehensions_lab + +Session 6: +---------- +.. toctree:: + :maxdepth: 1 + + lambda_magic + trapezoid + +Session 7: +---------- +.. toctree:: + :maxdepth: 1 + + html_renderer + +Session 8: +----------- +.. toctree:: + :maxdepth: 1 + + circle_class + + sparse_array diff --git a/_sources/exercises/kata_fourteen.txt b/_sources/exercises/kata_fourteen.txt new file mode 100644 index 00000000..b7552bcf --- /dev/null +++ b/_sources/exercises/kata_fourteen.txt @@ -0,0 +1,141 @@ +.. _exercise_trigrams: + +========================================= +Kata Fourteen: Tom Swift Under Milk Wood +========================================= + +Adapted from Dave Thomas's work: + +http://codekata.com/kata/kata14-tom-swift-under-the-milkwood/ + + + +Trigrams +========= + +Trigrams can be used to mutate text into new, surreal, forms. But what +heuristics do we apply to get a reasonable result? + +The Problem +------------ + +As a boy, one of my treats was go to the shops on a Saturday and spend part +of my allowance on books; for a nine-year old, I had quite a collection of +Tom Swift and Hardy Boys. Wouldn’t it be great to be able to create +more and more of these classic books, to be able to generate a new Tom +Swift adventure on demand? + + +OK, perhaps not. But that won’t stop us trying. I coded up a quick +program to generate some swash-buckling scientific adventure on demand. It +came up with: + + ... it was in the wind that was what he thought was his companion. I + think would be a good one and accordingly the ship their situation + improved. Slowly so slowly that it beat the band! You’d think no one + was a low voice. "Don’t take any of the elements and the + inventors of the little Frenchman in the enclosed car or cabin completely + fitted up in front of the gas in the house and wringing her hands. + "I’m sure they’ll fall!" + + She looked up at them. He dug a mass of black vapor which it had + refused to accept any. As for Mr. Swift as if it goes too high I’ll + warn you and you can and swallow frequently. That will make the airship was + shooting upward again and just before the raid wouldn’t have been + instrumental in capturing the scoundrels right out of jail." + +.. nextslide:: + +Stylistically, it’s Victor Appleton meets Dylan Thomas. Technically, +it’s all done with trigrams. + +Trigram analysis is very simple. Look at each set of three adjacent words +in a document. Use the first two words of the set as a key, and remember +the fact that the third word followed that key. Once you’ve finished, +you know the list of individual words that can follow each two word +sequence in the document. For example, given the input:: + + I wish I may I wish I might + +You might generate:: + + "I wish" => ["I", "I"] + "wish I" => ["may", "might"] + "may I" => ["wish"] + "I may" => ["I"] + +.. nextslide:: + +This says that the words "I wish" are twice followed by the word +"I", the words "wish I" are followed once by +"may" and once by "might" and so on. + +To generate new text from this analysis, choose an arbitrary word pair as a +starting point. Use these to look up a random next word (using the table +above) and append this new word to the text so far. This now gives you a +new word pair at the end of the text, so look up a potential next word +based on these. Add this to the list, and so on. In the previous example, +we could start with "I may". The only possible next word is +"I", so now we have:: + + I may I + +The last two words are "may I", so the next word is +"wish". We then look up "I wish", and find our choice +is constrained to another "I".:: + + I may I wish I + +.. nextslide:: + +Now we look up "wish I", and find we have a choice. Let’s +choose "may":: + + I may I wish I may + +Now we’re back where we started from, with "I may." +Following the same sequence, but choosing "might" this time, we +get:: + + I may I wish I may I wish I might + +At this point we stop, as no sequence starts "I might." + + +.. nextslide:: + +Given a short input text, the algorithm isn’t too interesting. Feed +it a book, however, and you give it more options, so the resulting output +can be surprising. + +For this kata, try implementing a trigram algorithm that generates a couple +of hundred words of text using a book-sized file as input. +`Project Gutenberg `_ is a good source of online +books (Tom Swift and His Airship is `here `_.) + +Be warned that these files have DOS line endings (carriage return followed by +newline). + +.. nextslide:: + + +There is a copy of sherlock holmes right here: + +:download:`sherlock.txt <./sherlock.txt>`. + +And a shorter copy for testing: + +:download:`sherlock_small.txt <./sherlock_small.txt>`. + + +Objectives +----------- + +Kata’s are about trying something many times. In this one, what +we’re experimenting with is not just the code, but the heuristics of +processing the text. What do we do with punctuation? Paragraphs? Do we have +to implement backtracking if we chose a next word that turns out to be a +dead end? + +I’ll fire the signal and the fun will commence... + diff --git a/_sources/exercises/lambda_magic.txt b/_sources/exercises/lambda_magic.txt new file mode 100644 index 00000000..1c288a80 --- /dev/null +++ b/_sources/exercises/lambda_magic.txt @@ -0,0 +1,61 @@ +.. _exercise_lambda_magic: + +************************ +lambda and keyword Magic +************************ + +Goals +===== + +.. rst-class:: left + + * A bit of lambda + * functions as objects + * keyword evaluation + + +Task +---- + +Write a function that returns a list of n functions, +such that each one, when called, will return the input value, +incremented by an increasing number. + +Use a for loop, ``lambda``, and a keyword argument + +( Extra credit ): + +Do it with a list comprehension, instead of a for loop + +Not clear? here's what you should get... + +Example calling code +--------------------- + +.. code-block:: ipython + + In [96]: the_list = function_builder(4) + ### so the_list should contain n functions (callables) + In [97]: the_list[0](2) + Out[97]: 2 + ## the zeroth element of the list is a function that add 0 + ## to the input, hence called with 2, returns 2 + In [98]: the_list[1](2) + Out[98]: 3 + ## the 1st element of the list is a function that adds 1 + ## to the input value, thus called with 2, returns 3 + In [100]: for f in the_list: + print(f(5)) + .....: + 5 + 6 + 7 + 8 + ### If you loop through them all, and call them, each one adds one more + to the input, 5... i.e. the nth function in the list adds n to the input. + +.. nextslide:: + +See the test code in Examples/Session06 + + diff --git a/_sources/exercises/list_lab.txt b/_sources/exercises/list_lab.txt new file mode 100644 index 00000000..cb5aaae2 --- /dev/null +++ b/_sources/exercises/list_lab.txt @@ -0,0 +1,105 @@ +.. _exercise_list_lab: + +******** +List Lab +******** + +Learning about lists +==================== + +After: + +http://www.upriss.org.uk/python/session5.html + +Goal: +----- + +Learn the basic ins and outs of Python lists. + +hint +---- + +to query the user for info at the command line, you use: + +.. code-block:: python + + response = input("a prompt for the user > ") + +``response`` will be a string of whatever the user types (until a ). + + +Procedure +--------- + +In your student dir in the IntroPython2015 repo, create a ``session02`` dir and put in a new ``list_lab.py`` file. + +The file should be an executable python script. That is to say that one +should be able to run the script directly like so: + +.. code-block:: bash + + $ ./list_lab.py + +(At least on OS-X and Linux) + +-- you do that with this command: + +.. code-block:: bash + + $ chmod +x list_lab.py + +(The +x means make this executable) + +.. nextslide:: + +Add the file to your clone of the repository and commit changes frequently +while working on the following tasks. When you are done, push your changes to +GitHub and issue a pull request. + +(if you are struggling with git -- just write the code for now) + +When the script is run, it should accomplish the following four series of +actions: + +.. nextslide:: Series 1 + +- Create a list that contains "Apples", "Pears", "Oranges" and "Peaches". +- Display the list. +- Ask the user for another fruit and add it to the end of the list. +- Display the list. +- Ask the user for a number and display the number back to the user and the + fruit corresponding to that number (on a 1-is-first basis). +- Add another fruit to the beginning of the list using "+" and display the + list. +- Add another fruit to the beginning of the list using insert() and display the list. +- Display all the fruits that begin with "P", using a for loop. + + +.. nextslide:: Series 2 + +Using the list created in series 1 above: + +- Display the list. +- Remove the last fruit from the list. +- Display the list. +- Ask the user for a fruit to delete and find it and delete it. +- (Bonus: Multiply the list times two. Keep asking until a match is found. Once found, delete all occurrences.) + +.. nextslide:: Series 3 + +Again, using the list from series 1: + +- Ask the user for input displaying a line like "Do you like apples?" +- for each fruit in the list (making the fruit all lowercase). +- For each "no", delete that fruit from the list. +- For any answer that is not "yes" or "no", prompt the user to answer with one + of those two values (a while loop is good here): +- Display the list. + +.. nextslide:: Series 4 + +Once more, using the list from series 1: + +- Make a copy of the list and reverse the letters in each fruit in the copy. +- Delete the last item of the original list. Display the original list and the + copy. diff --git a/_sources/exercises/mailroom.txt b/_sources/exercises/mailroom.txt new file mode 100644 index 00000000..077349b7 --- /dev/null +++ b/_sources/exercises/mailroom.txt @@ -0,0 +1,91 @@ +.. _exercise_mailroom: + +******** +Mailroom +******** + +A complete program +================== + +Using basic data types and logic for a full program + +Goal: +----- + +You work in the mail room at a local charity. Part of your job is to write +incredibly boring, repetitive emails thanking your donors for their generous +gifts. You are tired of doing this over an over again, so yo've decided to +let Python help you out of a jam. + +The program +----------- + +Write a small command-line script called ``mailroom.py``. This script should be executable. The script should accomplish the following goals: + +* It should have a data structure that holds a list of your donors and a + history of the amounts they have donated. This structure should be populated + at first with at least five donors, with between 1 and 3 donations each + +* The script should prompt the user (you) to choose from a menu of 2 actions: + 'Send a Thank You' or 'Create a Report'. + +Sending a Thank You +------------------- + +* If the user (you) selects 'Send a Thank You', prompt for a Full Name. + + * If the user types 'list', show them a list of the donor names and re-prompt + * If the user types a name not in the list, add that name to the data structure and use it. + * If the user types a name in the list, use it. + * Once a name has been selected, prompt for a donation amount. + * Verify that the amount is in fact a number, and re-prompt if it isn't. + * Once an amount has been given, add that amount to the donation history of + the selected user. + * Finally, use string formatting to compose an email thanking the donor for + their generous donation. Print the email to the terminal and return to the + original prompt. + +**It is fine to forget new donors once the script quits running.** + +Creating a Report +------------------ + +* If the user (you) selected 'Create a Report' Print a list of your donors, + sorted by total historical donation amount. + + - Include Donor Name, total donated, number of donations and average donation amount as values in each row. + - Using string formatting, format the output rows as nicely as possible. The end result should be tabular (values in each column should align with those above and below) + - After printing this report, return to the original prompt. + +* At any point, the user should be able to quit their current task and return + to the original prompt. + +* From the original prompt, the user should be able to quit the script cleanly + +Guidelines +---------- + +First, factor your script into separate functions. Each of the above +tasks can be accomplished by a series of steps. Write discreet functions +that accomplish individual steps and call them. + +Second, use loops to control the logical flow of your program. Interactive +programs are a classic use-case for the ``while`` loop. + +Of course, ``input()`` will be useful here. + +Put the functions you write into the script at the top. + +Put your main interaction into an ``if __name__ == '__main__'`` block. + +Finally, use only functions and the basic Python data types you've learned +about so far. There is no need to go any farther than that for this assignment. + +Submission +---------- + +As always, put the new file in your student directory in a ``session03`` +directory, and add it to your clone early. Make frequent commits with +good, clear messages about what you are doing and why. + +When you are done, push your changes and make a pull request. diff --git a/_sources/exercises/rot13.txt b/_sources/exercises/rot13.txt new file mode 100644 index 00000000..0763adf4 --- /dev/null +++ b/_sources/exercises/rot13.txt @@ -0,0 +1,48 @@ +.. _exercise_rot13: + +***** +ROT13 +***** + +Goal +---- + +Get used to working with the number values for characters + +Get a bit of practice with string methods and string processing + + +ROT13 encryption +----------------- + +The ROT13 encryption scheme is a simple substitution cypher where each letter +in a text is replace by the letter 13 away from it (imagine the alphabet as a +circle, so it wraps around). + +The task +-------- + +Add a python module named ``rot13.py`` to the session03 dir in your student dir. This module should provide at least one function called ``rot13`` that takes any amount of text and returns that same text encrypted by ROT13. + +This function should preserve whitespace, punctuation and capitalization. + +Your module should include an ``if __name__ == '__main__':`` block with tests (asserts) that demonstrate that your ``rot13`` function and any helper functions you add work properly. + + +.. nextslide:: A bit more + +There is a "short-cut" available that will help you accomplish this task. Some +spelunking in `the documentation for strings`_ should help you to find it. If +you do find it, using it is completely fair game. + +As usual, add your new file to your local clone right away. Make commits +early and often and include commit messages that are descriptive and concise. + +When you are done, if you want me to review it, push your changes to github +and issue a pull request. + +try decrypting this: + +"Zntargvp sebz bhgfvqr arne pbeare" + +.. _the documentation for strings: https://docs.python.org/3/library/stdtypes.html#string-methods diff --git a/_sources/exercises/slicing.txt b/_sources/exercises/slicing.txt new file mode 100644 index 00000000..61747eb8 --- /dev/null +++ b/_sources/exercises/slicing.txt @@ -0,0 +1,25 @@ +.. _exercise_slicing: + +*********** +Slicing Lab +*********** + +Goal +==== + +Get the basics of sequence slicing down + +Tasks +----- + +Write some functions that: + +* return a sequence with the first and last items exchanged. +* return a sequence with every other item removed +* return a sequence with the first and last 4 items removed, and every other item in between +* return a sequence reversed (just with slicing) +* return a sequence with the middle third, then last third, then the first third in the new order + +NOTE: +these should work with ANY sequence -- but you can use strings to test, if you like. + diff --git a/_sources/exercises/sparse_array.txt b/_sources/exercises/sparse_array.txt new file mode 100644 index 00000000..a74f1a1d --- /dev/null +++ b/_sources/exercises/sparse_array.txt @@ -0,0 +1,86 @@ +.. _exercise_sparse_array: + +====================== +Sparse Array Exercise +====================== + +Sparse Array +============ + +.. rst-class:: medium + + Goal: + +Learn how to emulate a built-in class. + +Sparse Array: +------------- + +Oftentimes, at least in computation programming, we have large arrays of data that hold mostly zeros. + +These are referred to as "sparse" as the information in them is widely scattered, or sparse. + +Since they are mostly zeros, it can be memory an computationally efficient to store only the value that are non-zero. + +But you want it to look like a regular array in user code. + +In the real world, these are usually 2 dimensional arrays. But to keep it a bit simpler, we'll make a 1 dimensional sparse array in this class. + +(feel free to make it 2d for an extra challenge!) + +A Sparse array class +-------------------- + +A spare array class should present to the user the same interface as a regular list. + +Some ideas of how to do that: + +* Internally, it can store the values in a dict, with the index as the keys. So that only the indexes with non-zero values will be stored. + +* It should take a sequence of values as an initializer: + +.. code-block:: python + + sa = SparseArray([1,2,0,0,0,0,3,0,0,4]) + +* you should be able to tell how long it is: + +.. code-block:: python + + len(my_array) + + This will give its "virtual" length -- with the zeros + +.. nextslide:: + +* It should support getting and setting particular elements via indexing: + +.. code-block:: python + + sa[5] = 12 + sa[3] = 0 # the zero won't get stored! + val = sa[13] # it should get a zero if not set + +* It should support deleting an element by index: + +.. code-block:: python + + del sa[4] + +* It should raise an ``IndexError`` if you try to access an index beyond the end. + +* it should have an append() method + +.. nextslide:: + +* Can you make it support slicing? + +* How else can you make it like a list? + +.. code-block:: ipython + + In [10]: my_array = SparseArray( (1,0,0,0,2,0,0,0,5) ) + In [11]: my_array[4] + Out[11]: 2 + In [12]: my_array[2] + Out[12]: 0 diff --git a/_sources/exercises/string_formatting.txt b/_sources/exercises/string_formatting.txt new file mode 100644 index 00000000..c28c3f0a --- /dev/null +++ b/_sources/exercises/string_formatting.txt @@ -0,0 +1,49 @@ +.. _exercise_string_formatting: + +********************* +String Formatting Lab +********************* + +Building up strings +=================== + +.. rst-class:: left + +For reference: + +The official reference docs: + +https://docs.python.org/3/library/string.html#string-formatting + +And a more human-readable intro: + +https://pyformat.info/ + +And a nice "Cookbook": + +https://mkaz.github.io/2012/10/10/python-string-format/ + + +A couple Exercises +------------------ + +* Write a format string that will take: + + ``( 2, 123.4567, 10000)`` + + and produce: + + ``'file_002 : 123.46, 1e+04'`` + +* Rewrite: ``"the first 3 numbers are: {:d}, {:d}, {:d}".format(1,2,3)`` + to take an arbitrary number of values + +Trick: You can pass in a tuple of values to a function with a ``*``:: + +.. code-block:: ipython + + In [52]: t = (1,2,3) + + In [53]: "the first 3 numbers are: {:d}, {:d}, {:d}".format(* t) + Out[53]: 'the first 3 numbers are: 1, 2, 3' + diff --git a/_sources/exercises/trapezoid.txt b/_sources/exercises/trapezoid.txt new file mode 100644 index 00000000..f95230d6 --- /dev/null +++ b/_sources/exercises/trapezoid.txt @@ -0,0 +1,297 @@ +.. _exercise_trapezoidal_rule: + +***************** +Trapezoidal Rule +***************** + +Passing functions around +========================= + + +.. rst-class:: large left + + Goal: + +.. rst-class:: medium left + + Making use of functions as objects -- functions that act on functions. + + +Trapezoidal rule +---------------- + +.. rst-class:: medium + + The "trapezoidal rule": + + https://en.wikipedia.org/wiki/Trapezoidal_rule + + Is one of the easiest "quadrature" methods. + + Otherwise known as computing a definite integral, or, simply, + + Computing the area under a curve. + +The task +-------- + +Your task is to write a ``trapz()`` function that will compute the area under an arbitrary function, using the trapezoidal rule. + +The function will take another function as an argument, as well as the start and end points to compute, and return the area under the curve. + +Example: +-------- + +.. code-block:: python + + def line(x): + '''a very simple straight horizontal line at y = 5''' + return 5 + + area = trapz(line, 0, 10) + + area + 50 + +About the simplest "curve" you can have is a horizontal straight line, in this case, at y = 5. The area under that line from 0 to 10 is a rectangle that is 10 wide and 5 high, so with an area of 50. + +Of course in this case, it's easiest to simply multiply the height times the width, but we want a function that will work for **Any** curve. + +HINT: this simple example could be a good test case! + +The Solution: +------------- + +Your function definition should look like: + +.. code-block:: python + + def trapz(fun, a, b): + """ + Compute the area under the curve defined by + y = fun(x), for x between a and b + + :param fun: the function to evaluate + :type fun: a function that takes a single parameter + + :param a: the start point for teh integration + :type a: a numeric value + + :param b: the end point for the integration + :type b: a numeric value + """ + pass + +.. nextslide:: + +In the function, you want to compute the following equation: + +.. math:: + + area = \frac{b-a}{2N}(f(x_0) + 2f(x_1) + 2f(x_2) + \dotsb + 2f(x_{N-1}) + f(x_N)) + +So you will need to: + + - create a list of x values from a to b (maybe 100 or so values to start) + + - compute the function for each of those values and double them + + - add them all up + + - multiply by the half of the difference between a and b divided by the number of steps. + +.. nextslide:: + +Note that the first and last values are not doubled, so it may be more efficient to rearrange it like this: + +.. math:: + + area = \frac{b-a}{N} \left( \frac{f(x_0) + f(x_{N})}{2} + \sum_{i=1}^{N-1} f(x_i) \right) + +Can you use comprehensions for this? + +NOTE: ``range()`` only works for integers -- how can you deal with that? + +.. nextslide:: + +Once you have that, it should work for any function that can be evaluated between a and b. + +Try it for some built-in math functions, like ``math.sin`` + +tests +----- + +Do this using test-drive development. + +A few examples of analytical solutions you can use for tests: + +A simple horizontal line -- see above. + +.. nextslide:: + +A sloped straight line: + +.. math:: + + \int_a^b y = mx + B = \frac{1}{2} m (b^2-a^2) + B (b-a) + +The quadratic: + +.. math:: + + \int_a^b y = Ax^2 + Bx + C = \frac{A}{3} (b^3-a^3) + \frac{B}{2} (b^2-a^2) + C (b-a) + + +The sine function: + +.. math:: + + \int_a^b \sin(x) = \cos(a) - \cos(b) + +Computational Accuracy +---------------------- + +In the case of the linear functions, the result should theoretically be exact. But with the vagaries of floating point math may not be. + +And for non-linear functions, the result will certainly not be exact. + +So you want to check if the answer is *close* to what you expect. + +In py3.5 -- there is an ``isclose()`` function (PEP485) + +https://www.python.org/dev/peps/pep-0485/ + +In earlier pythons -- you'll need your own. There is one in: + +``Examples/Session06/test_trapz.py`` + + + +Stage two: +---------- + +Some functions need extra parameters to do their thing. But the above will only handle a single parameter. For example, a quadratic function: + +.. math:: + + y = A x^2 + Bx + C + +Requires values for A, B, and C in order to compute y from an given x. + +You could write a specialized version of this function for each A, B, and C: + +.. code-block:: python + + def quad1(x): + return 3 * x**2 + 2*x + 4 + +But then you need to write a new function for any value of these parameters you might need. + +.. nextslide:: + +Instead, you can pass in A, B and C each time: + +.. code-block:: python + + def quadratic(x, A=0, B=0, C=0): + return A * x**2 + B * x + C + +Nice and general purpose. + +But how would we compute the area under this function? + +The function we wrote above only passes x in to the function it is integrating. + +Passing arguments through: +-------------------------- + +Update your trapz() function so that you can give it a function that takes arbitrary extra arguments, either positional or keyword, after the x. + +So you can do: + +.. code-block:: python + + trapz(quadratic, 2, 20, A=1, B=3, C=2) + +or + +.. code-block:: python + + trapz(quadratic, 2, 20, 1, 3, C=2) + +or + +.. code-block:: python + + coef = {'A':1, 'B':3, 'C': 2} + trapz(quadratic, 2, 20, **coef) + +.. nextslide:: + +**NOTE:** Make sure this will work with ANY function, with **ANY** additional positional or keyword arguments -- not just this particular function. + +This is pretty conceptually challenging -- but it's very little code! + +If you are totally lost -- look at the lecture notes from last class -- how can you both accept and pass arbitrary arguments to/from a function? + +.. nextslide:: + +You want your trapz function to take ANY function that can take ANY arbitrary extra arguments -- not just the quadratic function, and not just ``A,B, and C``. So good to test with another example. + +The generalized sine function is: + +.. math:: + + A \sin(\omega t) + +where :math:`A` is the amplitude, and :math:`\omega` is the frequency of the function. In this case, the area under the curve from a to b is: + +.. math:: + + \frac{A}{\omega} \left( \cos(\omega a) - \cos(\omega b) \right) + +The test code has a test for this one, too. + +Currying +-------- + +Another way to solve the above problem is to use the original ``trapz``, and create a custom version of the quadratic() function instead. + +Write a function that takes ``A, B, and C`` as arguments, and returns a function that evaluates the quadratic for those particular coefficients. + +Try passing the results of this into your ``trapz()`` and see if you get the same answer. + +partial +------- + +Do the above with ``functools.partial`` as well. + +Extra credit +------------ + +This isn't really the point of the exercise, but see if you can make it dynamically accurate. + +How accurate it is depends on how small the chunks are that you break the function up into. + +See if you can think of a way to dynamically determine how small a step you should use. + +This is one for the math and computational programming geeks! + + + + + + + + + + + + + + + + + + + diff --git a/_sources/include.txt b/_sources/include.txt new file mode 100644 index 00000000..d2586b12 --- /dev/null +++ b/_sources/include.txt @@ -0,0 +1,7 @@ + +.. |instructor_1_name| replace:: Rick Riehle +.. |instructor_1_email| replace:: rriehle (at) uw (dot) edu + +.. |instructor_2_name| replace:: Kai Yang +.. |instructor_2_email| replace:: hky2 (at) uw (dot) edu + diff --git a/_sources/index.txt b/_sources/index.txt new file mode 100644 index 00000000..3d08ed33 --- /dev/null +++ b/_sources/index.txt @@ -0,0 +1,67 @@ +*************** +Intro To Python +*************** + + +In This Course +============== + +.. ifslides:: + + +----------------------+-----------------------+ + | Lectures: | Materials: | + +======================+=======================+ + | .. toctree:: | .. toctree:: | + | :maxdepth: 1 | :maxdepth: 1 | + | | | + | session01 | exercises/index | + | session02 | supplements/index | + | session03 | | + | session04 | | + | session05 | | + | session06 | | + | session07 | | + | session08 | | + | session09 | | + | session10 | | + +----------------------+-----------------------+ + +.. ifnotslides:: + + Lectures: + --------- + + .. toctree:: + :maxdepth: 1 + + session01 + session02 + session03 + session04 + session05 + session06 + session07 + session08 + session09 + session10 + + Materials: + ---------- + + .. toctree:: + :maxdepth: 2 + + exercises/index + supplements/index + +.. rst-class:: credit + +These materials copyright Christopher Barker and Cris Ewing, with thanks to +Jon Jacky and Brian Dorsey for the materials from which these were derived. +Licenced under the +Creative Commons Attribution-ShareAlike 4.0 International Public License. + +https://creativecommons.org/licenses/by-sa/4.0/legalcode + + + diff --git a/_sources/session01.txt b/_sources/session01.txt new file mode 100644 index 00000000..249c5a80 --- /dev/null +++ b/_sources/session01.txt @@ -0,0 +1,1940 @@ +.. include:: include.rst + +************************** +Session One: Introductions +************************** + +Introductions +============= + +In which you are introduced to this class, your instructors, your environment, +and your new best friend, Python. + +| + +.. image:: /_static/python.png + :align: center + :width: 38% + +.. rst-class:: credit + +`xkcd.com/353`_ + +.. _xkcd.com/353: http://xkcd.com/353 + +Goals for Session One: +====================== + +* Meet each other, set expectations for the class. + +* Schedule lightning talks. + +* Get you all up and running with Python + +* Start having fun with Python with a quick tutorial + +Introductions +============= + +.. rst-class:: center large + +In which we meet each-other + + +Your instructors +---------------- + +.. rst-class:: center medium + +| |instructor_1_name| +| |instructor_1_email| +| + +.. nextslide:: + +.. rst-class:: center medium + +| |instructor_2_name| +| |instructor_2_email| +| + +Who are you? +------------- + +.. rst-class:: center medium + + Tell us a tiny bit about yourself: + +* name +* programming background: what languages have you used? +* neighbor's name +* neighbor's favorite coffee shop or bar + + +Introduction to This Class +========================== + +.. rst-class:: center large + +Intro to Python + + +Course Materials Online +----------------------- + +A rendered HTML copy of the slides for this course may be found online at: + +http://uwpce-pythoncert.github.io/IntroToPython + +Also there are some excercise descriptions and supplemental materials. + +The source of these materials are in the class gitHub repo: + +https://github.com/UWPCE-PythonCert/IntroToPython + + +Class Structure +--------------- + +Class Time: + + * Some lecture -- as little as possible + * Lots of demos + * Lab time: lots of hand-on practice + - Take a break if you need one then... + * Lather, Rinse, Repeat..... + +Interrupt me with questions -- please! + +(Some of the best learning prompted by questions) + +Homework: +--------- + +* Most homework will be reading, and the occasional Video + +* Exercises will be started in class -- but you can finish them at home. + +* You are adults -- it's up to you to do it + +* You can do a gitHub "pull request" if you want us to review your work. + + - We'll show you how to do that in the second Session + + +Communication +------------- + +**Mailing list:** + +We've set up a google group for this class: + +programming-in-python@googlegroups.com + +We will be using this list to communicate with you. You should have (or will soon) +received an email invitation to join the mailing list. + +Slack: We have set up a slack channel for discussions. Anything python related is fair game. + +https://python2016fall.slack.com/ + +We highly encourage you to work together. You will learn at a much deeper level if you work together, +and it gets your ready to collaborate with colleagues. + +**Office Hours:** + +I generally will hold "office hours" at a coffee shop for a couple hours +each weekend. Please feel free to attend even if you do not have a specific question. +It is an opportunity to work with the instructors and fellow students, and learn from each other. + +Maria will do some as well. + +What are good times for you? + + + +Lightning Talks +---------------- + +**Lightning Talks:** + + * 5 minutes each (including setup) - no kidding! + * Every student will give one + * Purposes: introduce yourself, share interests, show Python applications + * Any topic you like, that is related to Python -- according to you! + + + +Python Ecosystem +================ + + +What is Python? +--------------- + +.. rst-class:: build + +* Dynamic +* Object oriented +* Byte-compiled +* Interpreted + +.. nextslide:: + +.. rst-class:: center large + +But what does that mean? + + +Python Features +--------------- + +.. rst-class:: build + +* Unlike C, C++, C\#, Java ... More like Ruby, Lisp, Perl, Javascript + ... + +* **Dynamic** -- no type declarations + + * Programs are shorter + * Programs are more flexible + * Less code means fewer bugs + +* **Interpreted** -- no separate compile, build steps - programming process is + simpler + + +What's a Dynamic language +------------------------- + +**Dynamic typing**. + +* Type checking and dispatch happen at run-time + +.. code-block:: ipython + + In [1]: x = a + b + +.. rst-class:: build + +* What is ``a``? +* What is ``b``? +* What does it mean to add them? +* ``a`` and ``b`` can change at any time before this process + +.. nextslide:: + +**Strong typing**. + +.. code-block:: ipython + + In [1]: a = 5 + + In [2]: type(a) + Out[2]: int + + In [3]: b = '5' + + In [4]: type(b) + Out[4]: str + +.. rst-class:: build + +* **everything** has a type. +* the *type* of a thing determines what it can do. + +Duck Typing +----------- + +.. rst-class:: center large + +"If it looks like a duck, and quacks like a duck -- it's probably a duck" + + +.. nextslide:: + +.. rst-class:: center large + +If an object behaves as expected at run-time, it's the right type. + + +Python Versions +--------------- + +Python 2.x + +.. rst-class:: build + +* "Classic" Python +* Evolved from original + +Python 3.x ("py3k") + +.. rst-class:: build + +* Updated version +* Removed the "warts" +* Allowed to break code + + +.. nextslide:: + +This class uses Python 3 -- not Python 2 + +.. rst-class:: build + +* Adoption of Python 3 is growing fast + + * Almost all key packages now supported (https://python3wos.appspot.com/) + * But most code in the wild is still 2.x + +* If you find yourself needing to work with Python 2 and 3, there are ways to write compatible code: https://wiki.python.org/moin/PortingPythonToPy3k + +* We will cover that more later in the program. Also: a short intro to the differences you really need to know about up front later this session. + + +Introduction to Your Environment +================================ + +There are three basic elements to your environment when working with Python: + +.. rst-class:: left + +.. rst-class:: build + +* Your Command Line +* Your Interpreter +* Your Editor + + +Your Command Line (cli) +----------------------- + +Having some facility on the command line is important + +We won't cover this much in class, so if you are not comfortable, +please bone up at home. + +Software Carpentry has a decent intro to the command line: +https://swcarpentry.github.io/shell-novice/01-intro/ + + +**Windows:** + +Most of the demos in class, etc, will be done using the "bash" command line shell on OS-X. This is identical to the bash shell on Linux. + +Windows provides the "DOS" command line, which is OK, but pretty old and limited, or "Power Shell" -- a more modern, powerful, flexible command shell. + +If you are comfortable with either of these -- go for it. + +If not, you can use the "git Bash" shell -- which is much like the bash shell on OS-X and Linux. + +Your Interpreter +---------------- + +Python comes with a built-in interpreter. + +You see it when you type ``python`` at the command line: + +.. code-block:: python + + $ python + Python 3.5.0 (v3.5.0:374f501f4567, Sep 12 2015, 11:00:19) + [GCC 4.2.1 (Apple Inc. build 5666) (dot 3)] on darwin + Type "help", "copyright", "credits" or "license" for more information. + +That last thing you see, ``>>>`` is the "Python prompt". + +This is where you type code. + +LAB: Getting set up +------------------- + +Before we move on -- we need to get all of us on the same page, with the tools we need for class. + +You will find instructions for how to get python, etc, up and running on your machine here: + +**Windows:** ::ref:`python_for_windows` + +**OS-X:** ::ref:`python_for_mac` + +**Linux:** ::ref:`python_for_linux` + +Python in the Interpreter +------------------------- + +Try it out: + +.. code-block:: python + + >>> print("hello world!") + hello world! + >>> 4 + 5 + 9 + >>> 2 ** 8 - 1 + 255 + >>> print ("one string" + " plus another") + one string plus another + >>> + + +.. nextslide:: Tools in the Interpreter + +When you are in an interpreter, there are a number of tools available to +you. + +There is a help system: + +.. code-block:: python + + >>> help(str) + Help on class str in module __builtin__: + + class str(basestring) + | str(object='') -> string + | + | Return a nice string representation of the object. + | If the argument is a string, the return value is the same object. + ... + +You can type ``q`` to exit the help viewer. + +.. nextslide:: Tools in the Interpreter + +You can also use the ``dir`` builtin to find out about the attributes of a +given object: + +.. code-block:: python + + >>> bob = "this is a string" + >>> dir(bob) + ['__add__', '__class__', '__contains__', '__delattr__', + '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', + '__getitem__', '__getnewargs__', '__getslice__', '__gt__', + ... + 'rjust', 'rpartition', 'rsplit', 'rstrip', 'split', 'splitlines', + 'startswith', 'strip', 'swapcase', 'title', 'translate', 'upper', + 'zfill'] + >>> help(bob.rpartition) + +This allows you quite a bit of latitude in exploring what Python is. + + +.. nextslide:: Advanced Interpreters + +In addition to the built-in interpreter, there are several more advanced +interpreters available to you. + +We'll be using one in this course called ``iPython`` + +More on this soon. + + +Your Editor +----------- + +Typing code in an interpreter is great for exploring. + +But for anything "real", you'll want to save the work you are doing in a more permanent +fashion. + +This is where an Editor fits in. + +.. nextslide:: Text Editors Only + +Any good text editor will do. + +MS Word is **not** a text editor. + +Nor is *TextEdit* on a Mac. + +``Notepad`` is a text editor -- but a crappy one. + +You need a real "programmers text editor" + +A text editor saves only what it shows you, with no special formatting +characters hidden behind the scenes. + +.. nextslide:: Minimum Requirements + + +At a minimum, your editor should have: + +.. rst-class:: build + +* Syntax Colorization +* Automatic Indentation + +In addition, great features to add include: + +.. rst-class:: build + +* Tab completion +* Code linting +* Jump-to-definition + +Have an editor that does all this? Feel free to use it. + +If not, I suggest ``SublimeText``: + +http://www.sublimetext.com/ + +(Use version 3, even though it's "beta") + +Why No IDE? +----------- + +I am often asked this question. + +An IDE does not give you much that you can't get with a good editor plus a good interpreter. + +An IDE often weighs a great deal + +Setting up IDEs to work with different projects can be challenging and time-consuming. + +Particularly when you are first learning, you don't want too much done for you. + +.. nextslide:: + +.. rst-class:: center large + +YAGNI + + +Setting Up Your Environment +=========================== + +.. rst-class:: centered large + +Shared setup means reduced complications. + + +Our Class Environment +--------------------- + +We are going to work from a common environment in this class. + +We will take the time here in class to get this going. + +This helps to ensure that you will be able to work. + + +Step 1: Python 3 +------------------ + +.. rst-class:: large + +Do you already have this?? + +.. code-block:: bash + + + $ python + Python 3.5.0 (v3.5.0:374f501f4567, Sep 12 2015, 11:00:19) + [GCC 4.2.1 (Apple Inc. build 5666) (dot 3)] on darwin + Type "help", "copyright", "credits" or "license" for more information. + >>> ^D + +If not: + + * `For OS X <./supplements/python_for_mac.html>`_ + + * `For Linux <./supplements/python_for_linux.html>`_ + + * `For Windows <./supplements/python_for_windows.html>`_ + +Step 2: Pip +----------- + +Python comes with quite a bit ("batteries included"). + +Sometimes you need a bit more. + +Pip allows you to install Python packages to expand your system. + +The previous instructions include pip as well - make sure it's working. + +Once you've installed pip, you use it to install Python packages by name: + +.. code-block:: bash + + $ python -m pip install foobar + ... + +To find packages (and their proper names), you can search the python +package index (PyPI): + +https://pypi.python.org/pypi + + +Step 3: Install iPython +------------------------ + +As this is an intro class, we are going to use almost entirely features +of standard library. But there are a couple things you may want: + +**iPython** is an "enhanced python shell" -- it make s it easier to work with python interatively. + +.. code-block:: bash + + $ python -m pip install ipython + +Introduction to iPython +======================= + +iPython Overview +------------------ + +You have installed `iPython`_. + +iPython is an advanced Python interpreter that offers enhancements. + +You can read more about it in the `official documentation`_. + +Specifically, you'll want to pay attention to the information about + +`Using iPython for Interactive Work`_. + +.. _iPython: http://ipython.org +.. _official documentation: http://ipython.org/ipython-doc/stable/index.html +.. _Using iPython for Interactive Work: http://ipython.org/ipython-doc/stable/interactive/index.html + +.. ifslides:: + + Let's see a quick demo of what it can do for you. + + +The very basics of iPython +-------------------------- + +iPython can do a lot for you, but for starters, here are the key pieces +you'll want to know: + +Start it up + +.. code-block:: bash + + $ ipython + Python 3.5.0 (v3.5.0:374f501f4567, Sep 12 2015, 11:00:19) + Type "copyright", "credits" or "license" for more information. + + IPython 4.0.0 -- An enhanced Interactive Python. + ? -> Introduction and overview of IPython's features. + %quickref -> Quick reference. + help -> Python's own help system. + object? -> Details about 'object', use 'object??' for extra details. + +.. ifslides:: + + (live demo) + + +.. nextslide:: iPython basics + +This is the stuff I use every day: + +* command line recall: + + - hit the "up arrow" key + - if you have typed a bit, it will find the last command that starts the same way. + +* basic shell commands: + + - ``ls``, ``cd``, ``pwd`` + +* any shell command: + + - ``! the_shell_command`` + +* pasting from the clipboard: + + - ``%paste`` (this keeps whitespace cleaner for you) + + +.. nextslide:: iPython basics (cont) + +* getting help: + + - ``something?`` + +* tab completion: + + - ``something.`` + +* running a python file: + + - ``run the_name_of_the_file.py`` + + +That's it -- you can get a lot done with those. + + +How to run a python file +-------------------------- + +A file with python code in it is a 'module' or 'script' + +(more on the distinction later on...) + +It should be named with the ``.py`` extension: ``some_name.py`` + +To run it, you have a couple options: + +1) call python on the command line, and pass in your module name + +.. code-block:: bash + + $ python the_name_of_the_script.py + +2) run ``iPython``, and run it from within iPython with the ``run`` command + +.. code-block:: ipython + + In [1]: run the_file.py + +.. ifslides:: + + .. rst-class:: centered + + [demo] + +Basic Python Syntax +=================== + +(Follow along in the iPython interpreter...) + +.. rst-class:: center mlarge + + +| Values, Types, and Symbols +| +| Expressions and Statements + + +Values +------ + +All of programming is really about manipulating values. + +.. rst-class:: build + +* Values are pieces of unnamed data: ``42, 'Hello, world',`` + +* In Python, all values are objects + + - Try ``dir(42)`` - lots going on behind the curtain! + +* Every value belongs to a type + + - Try ``type(42)`` - the type of a value determines what it can do + +.. ifslides:: + + .. rst-class:: centered + + [demo] + + +Literals for the Basic Value types: +------------------------------------ + +Numbers: + - floating point: ``3.4`` + - integers: ``456`` + +Text: + - ``"a bit of text"`` + - ``'a bit of text'`` + - (either single or double quotes work -- why?) + +Boolean values: + - ``True`` + - ``False`` + +(There are intricacies to all of these that we'll get into later) + + +Code structure +-------------- + +Each line is a piece of code. + +Comments: + +.. code-block:: ipython + + In [3]: # everything after a '#' is a comment + +Expressions: + +.. code-block:: ipython + + In [4]: # evaluating an expression results in a value + + In [5]: 3 + 4 + Out[5]: 7 + +.. nextslide:: + +Statements: + +.. code-block:: ipython + + In [6]: # statements do not return a value, may contain an expression + + In [7]: line_count = 42 + + In [8]: return something + + +.. nextslide:: The Print Function + +It's kind of obvious, but handy when playing with code: + +.. code-block:: ipython + + In [1]: print ("something") + something + +You can print multiple things: + +.. code-block:: ipython + + In [2]: print("the value is", 5) + the value is 5 + + +.. nextslide:: + +Any python object can be printed (though it might not be pretty...) + +.. code-block:: ipython + + In [1]: class bar(object): + ...: pass + ...: + + In [2]: print(bar) + + + +.. nextslide:: Code Blocks + +Blocks of code are delimited by a colon and indentation: + +.. code-block:: python + + def a_function(): + a_new_code_block + end_of_the_block + +.. code-block:: python + + for i in range(100): + print(i**2) + +.. code-block:: python + + try: + do_something_bad() + except: + fix_the_problem() + +.. nextslide:: + +Python uses indentation to delineate structure. + +This means that in Python, whitespace is **significant**. + +(but **ONLY** for newlines and indentation) + +The standard is to indent with **4 spaces**. + +**SPACES ARE NOT TABS** + +**TABS ARE NOT SPACES** + + +.. nextslide:: + +These two blocks look the same: + +.. code-block:: python + + for i in range(100): + print(i**2) + +.. code-block:: python + + for i in range(100): + print(i**2) + + +.. nextslide:: + +But they are not: + +.. code-block:: python + + for i in range(100): + \s\s\s\sprint i**2 + +.. code-block:: python + + for i in range(100): + \tprint i**2 + +**ALWAYS INDENT WITH 4 SPACES** + + +.. nextslide:: + +.. rst-class:: center large + +NEVER INDENT WITH TABS + +Make sure your editor is set to use spaces only -- + +Even when you hit the key + + +Expressions +------------ + +An *expression* is made up of values and operators. + +.. rst-class:: build + +* An expression is evaluated to produce a new value: ``2 + 2`` + + * The Python interpreter can be used as a calculator to evaluate expressions + +* Integer vs. float arithmetic + + * (Python 3 smooths this out) + * Always use ``/`` when you want float results, ``//`` when you want + floored (integer) results + +* Type conversions + + * This is the source of many errors, especially in handling text + +* Type errors - checked at run time only + +.. ifslides:: + + .. rst-class:: centered + + [demo] + + +Symbols +------- + +Symbols are how we give names to values (objects). + +.. rst-class:: build + +* Symbols must begin with an underscore or letter +* Symbols can contain any number of underscores, letters and numbers + + * this_is_a_symbol + * this_is_2 + * _AsIsThis + * 1butThisIsNot + * nor-is-this + +* Symbols don't have a type; values do + + * This is why python is "Dynamic" + + +Symbols and Type +---------------- + +Evaluating the type of a *symbol* will return the type of the *value* to which +it is bound. + +.. code-block:: ipython + + In [19]: type(42) + Out[19]: int + + In [20]: type(3.14) + Out[20]: float + + In [21]: a = 42 + + In [22]: b = 3.14 + + In [23]: type(a) + Out[23]: int + + In [25]: a = b + + In [26]: type(a) + Out[26]: float + + +Assignment +---------- + +A *symbol* is **bound** to a *value* with the assignment operator: ``=`` + +.. rst-class:: build + +* This attaches a name to a value +* A value can have many names (or none!) +* Assignment is a statement, it returns no value + + +.. nextslide:: + +Evaluating the name will return the value to which it is bound + +.. code-block:: ipython + + In [26]: name = "value" + + In [27]: name + Out[27]: 'value' + + In [28]: an_integer = 42 + + In [29]: an_integer + Out[29]: 42 + + In [30]: a_float = 3.14 + + In [31]: a_float + Out[31]: 3.14 + +Variables? +---------- + +.. rst-class:: build + +* In most languages, what I'm calling symbols, or names, are called "variables". + +* In fact, I'll probably call them variables in this class. + +* That's because they are used, for the most part, for the same purposes. + +* But often a "variable" is defined as something like: + "a place in memory that can store values" + +* That is **NOT** what a name in python is! + +* A name can be bound to a value -- but that has nothing to do with a + location in memory. + +In-Place Assignment +------------------- + +You can also do "in-place" assignment with ``+=``. + +.. code-block:: ipython + + In [32]: a = 1 + + In [33]: a + Out[33]: 1 + + In [34]: a = a + 1 + + In [35]: a + Out[35]: 2 + + In [36]: a += 1 + + In [37]: a + Out[37]: 3 + +also: ``-=, *=, /=, **=, \%=`` + +(not quite -- really in-place assignment for mutables....) + + +Multiple Assignment +------------------- + +You can assign multiple names from multiple expressions in one +statement + +.. code-block:: ipython + + In [48]: x = 2 + + In [49]: y = 5 + + In [50]: i, j = 2 * x, 3 ** y + + In [51]: i + Out[51]: 4 + + In [52]: j + Out[52]: 243 + + +Python evaluates all the expressions on the right before doing any assignments + + +Nifty Python Trick +------------------ + +Using this feature, we can swap values between two names in one statement: + +.. code-block:: ipython + + In [51]: i + Out[51]: 4 + + In [52]: j + Out[52]: 243 + + In [53]: i, j = j, i + + In [54]: i + Out[54]: 243 + + In [55]: j + Out[55]: 4 + +Multiple assignment and symbol swapping can be very useful in certain contexts + +Deleting +-------- + +You can't actually delete anything in python... + +``del`` only deletes a name (or "unbinds" the name...) + +.. code-block:: ipython + + In [56]: a = 5 + + In [57]: b = a + + In [58]: del a + + In [59]: a + --------------------------------------------------------------------------- + NameError Traceback (most recent call last) + in () + ----> 1 a + + NameError: name 'a' is not defined + +.. nextslide:: + +The object is still there...python will only delete it if there are no +references to it. + +.. code-block:: ipython + + In [15]: a = 5 + + In [16]: b = a + + In [17]: del a + + In [18]: a + --------------------------------------------------------------------------- + NameError Traceback (most recent call last) + in () + ----> 1 a + + NameError: name 'a' is not defined + + In [19]: b + Out[19]: 5 + + +Identity +-------- + +Every value in Python is an object. + +Every object is unique and has a unique *identity*, which you can inspect with +the ``id`` *builtin*: + +.. code-block:: ipython + + In [68]: id(i) + Out[68]: 140553647890984 + + In [69]: id(j) + Out[69]: 140553647884864 + + In [70]: new_i = i + + In [71]: id(new_i) + Out[71]: 140553647890984 + + +Testing Identity +---------------- + +You can find out if the values bound to two different symbols are the **same +object** using the ``is`` operator: + +.. code-block:: ipython + + In [72]: count = 23 + + In [73]: other_count = count + + In [74]: count is other_count + Out[74]: True + + In [75]: count = 42 + + In [76]: other_count is count + Out[76]: False + +.. ifslides:: + + .. rst-class:: centered + + [demo] + + +Equality +-------- + +You can test for the equality of certain values with the ``==`` operator + +.. code-block:: ipython + + In [77]: val1 = 20 + 30 + + In [78]: val2 = 5 * 10 + + In [79]: val1 == val2 + Out[79]: True + + In [80]: val3 = '50' + + In [81]: val1 == val3 + Out[84]: False + +.. ifslides:: + + .. rst-class:: centered + + [demo] + + +Operator Precedence +------------------- + +Operator Precedence determines what evaluates first: + +.. code-block:: python + + 4 + 3 * 5 != (4 + 3) * 5 + +To force statements to be evaluated out of order, use parentheses. + + +Python Operator Precedence +-------------------------- + +Parentheses and Literals: + ``(), [], {}`` + + ``"", b'', ''`` + +Function Calls: + ``f(args)`` + +Slicing and Subscription: + ``a[x:y]`` + + ``b[0], c['key']`` + +Attribute Reference: + ``obj.attribute`` + +.. nextslide:: + +Exponentiation: + ``**`` + +Bitwise NOT, Unary Signing: + ``~x`` + + ``+x, -x`` + +Multiplication, Division, Modulus: + ``*, /, %`` + +Addition, Subtraction: + ``+, -`` + +.. nextslide:: + +Bitwise operations: + ``<<, >>,`` + + ``&, ^, |`` + +Comparisons: + ``<, <=, >, >=, !=, ==`` + +Membership and Identity: + ``in, not in, is, is not`` + +Boolean operations: + ``or, and, not`` + +Anonymous Functions: + ``lambda`` + + +String Literals +--------------- + +A "string" is a chunk of text. + +You define a ``string`` value by writing a string *literal*: + +.. code-block:: ipython + + In [1]: 'a string' + Out[1]: 'a string' + + In [2]: "also a string" + Out[2]: 'also a string' + + In [3]: "a string with an apostrophe: isn't it cool?" + Out[3]: "a string with an apostrophe: isn't it cool?" + + In [4]: 'a string with an embedded "quote"' + Out[4]: 'a string with an embedded "quote"' + + +.. nextslide:: + +.. code-block:: ipython + + In [5]: """a multi-line + ...: string + ...: all in one + ...: """ + Out[5]: 'a multi-line\nstring\nall in one\n' + + In [6]: "a string with an \n escaped character" + Out[6]: 'a string with an \n escaped character' + + In [7]: r'a "raw" string, the \n comes through as a \n' + Out[7]: 'a "raw" string, the \\n comes through as a \\n' + + +Keywords +-------- + +Python defines a number of **keywords** + +These are language constructs. + +You *cannot* use these words as symbols. + +:: + + and del from not while + as elif global or with + assert else if pass yield + break except import print + class exec in raise + continue finally is return + def for lambda try + +.. nextslide:: + + +If you try to use any of the keywords as symbols, you will cause a +``SyntaxError``: + +.. code-block:: ipython + + In [13]: del = "this will raise an error" + File "", line 1 + del = "this will raise an error" + ^ + SyntaxError: invalid syntax + +.. code-block:: ipython + + In [14]: def a_function(else='something'): + ....: print(else) + ....: + File "", line 1 + def a_function(else='something'): + ^ + SyntaxError: invalid syntax + + +__builtins__ +------------ + +Python also has a number of pre-bound symbols, called **builtins** + +Try this: + +.. code-block:: ipython + + In [6]: dir(__builtins__) + Out[6]: + ['ArithmeticError', + 'AssertionError', + 'AttributeError', + 'BaseException', + 'BufferError', + ... + 'unicode', + 'vars', + 'xrange', + 'zip'] + +.. nextslide:: + +You are free to rebind these symbols: + +.. code-block:: ipython + + In [15]: type('a new and exciting string') + Out[15]: str + + In [16]: type = 'a slightly different string' + + In [17]: type('type is no longer what it was') + --------------------------------------------------------------------------- + TypeError Traceback (most recent call last) + in () + ----> 1 type('type is no longer what it was') + + TypeError: 'str' object is not callable + +In general, this is a **BAD IDEA**. + + +Exceptions +---------- + +Notice that the first batch of ``__builtins__`` are all *Exceptions* + +Exceptions are how Python tells you that something has gone wrong. + +There are several exceptions that you are likely to see a lot of: + +.. rst-class:: build + +* ``NameError``: indicates that you have tried to use a symbol that is not bound to a value. +* ``TypeError``: indicates that you have tried to use the wrong kind of object for an operation. +* ``SyntaxError``: indicates that you have mis-typed something. +* ``AttributeError``: indicates that you have tried to access an attribute or + method that an object does not have (this often means you have a different + type of object than you expect) + + +Functions +--------- + +What is a function? + +.. rst-class:: build + +A function is a self-contained chunk of code + +You use them when you need the same code to run multiple times, +or in multiple parts of the program. + +(DRY) + +Or just to keep the code clean + +Functions can take and return information + +.. nextslide:: + +Minimal Function does nothing + +.. code-block:: python + + def (): + + +.. nextslide:: + +Pass Statement (Note the indentation!) + +.. code-block:: python + + def minimal(): + pass + + +Functions: ``def`` +------------------ + +``def`` is a *statement*: + +.. rst-class:: build + + * it is executed + * it creates a local name + * it does *not* return a value +.. nextslide:: + +function defs must be executed before the functions can be called: + +.. code-block:: ipython + + In [23]: unbound() + --------------------------------------------------------------------------- + NameError Traceback (most recent call last) + in () + ----> 1 unbound() + + NameError: name 'unbound' is not defined + +.. code-block:: ipython + + In [18]: def simple(): + ....: print("I am a simple function") + ....: + + In [19]: simple() + I am a simple function + + +Calling Functions +----------------- + +You **call** a function using the function call operator (parens): + +.. code-block:: ipython + + In [2]: type(simple) + Out[2]: function + In [3]: simple + Out[3]: + In [4]: simple() + I am a simple function + +Calling a function is how you run the code in that function. + +Functions: Call Stack +--------------------- + +functions call functions -- this makes an execution stack -- that's all a trace back is + +.. code-block:: ipython + + In [5]: def exceptional(): + ...: print("I am exceptional!") + ...: print 1/0 + ...: + In [6]: def passive(): + ...: pass + ...: + In [7]: def doer(): + ...: passive() + ...: exceptional() + ...: + +You've defined three functions, one of which will *call* the other two. + + +Functions: Tracebacks +--------------------- + +.. code-block:: ipython + + In [8]: doer() + I am exceptional! + --------------------------------------------------------------------------- + ZeroDivisionError Traceback (most recent call last) + in () + ----> 1 doer() + + in doer() + 1 def doer(): + 2 passive() + ----> 3 exceptional() + 4 + + in exceptional() + 1 def exceptional(): + 2 print("I am exceptional!") + ----> 3 print(1/0) + 4 + + ZeroDivisionError: integer division or modulo by zero + + + +Functions: ``return`` +--------------------- + +Every function ends by returning a value + +This is actually the simplest possible function: + +.. code-block:: python + + def fun(): + return None + +.. nextslide:: + +if you don't explicilty put ``return`` there, Python will: + +.. code-block:: ipython + + In [9]: def fun(): + ...: pass + ...: + In [10]: fun() + In [11]: result = fun() + In [12]: print(result) + None + +note that the interpreter eats ``None`` -- you need to call ``print()`` to see it. + + +.. nextslide:: + +Only one return statement in a function will ever be executed. + +Ever. + +Anything after a executed return statement will never get run. + +This is useful when debugging! + +.. code-block:: ipython + + In [14]: def no_error(): + ....: return 'done' + ....: # no more will happen + ....: print(1/0) + ....: + In [15]: no_error() + Out[15]: 'done' + + +.. nextslide:: + +However, functions *can* return multiple results: + +.. code-block:: ipython + + In [16]: def fun(): + ....: return (1, 2, 3) + ....: + In [17]: fun() + Out[17]: (1, 2, 3) + + +.. nextslide:: + +Remember multiple assignment? + +.. code-block:: ipython + + In [18]: x,y,z = fun() + In [19]: x + Out[19]: 1 + In [20]: y + Out[20]: 2 + In [21]: z + Out[21]: 3 + + +Functions: parameters +--------------------- + +In a ``def`` statement, the values written *inside* the parens are +**parameters** + +.. code-block:: ipython + + In [22]: def fun(x, y, z): + ....: q = x + y + z + ....: print(x, y, z, q) + ....: + +x, y, z are *local* names -- so is q + + +Functions: arguments +-------------------- + +When you call a function, you pass values to the function parameters as +**arguments** + +.. code-block:: ipython + + In [23]: fun(3, 4, 5) + 3 4 5 12 + +The values you pass in are *bound* to the symbols inside the function and used. + +The ``if`` Statement +--------------------- + +In order to do anything interesting at all, you need to be able to make a decision. + +.. nextslide:: + +.. code-block:: python + + In [12]: def test(a): + ....: if a == 5: + ....: print("that's the value I'm looking for!") + ....: elif a == 7: + ....: print("that's an OK number") + ....: else: + ....: print("that number won't do!") + + In [13]: test(5) + that's the value I'm looking for! + + In [14]: test(7) + that's an OK number + + In [15]: test(14) + that number won't do! + +There is more to it than that, but this will get you started. + + +Enough For Now +-------------- + +That's it for our basic intro to Python + +Before next session, you'll use what you've learned here today to do some +exercises in Python programming + +Schedule the lightning talks: +----------------------------- + +.. rst-class:: build + +* We need to schedule your lightning talks. + +* **Let's use Python for that !** + +[demo] + +Python 2-3 Differences +====================== + +Much of the example code you'll find online is Python2, rather than Python3 + +For the most part, they are the same -- so you can sue those examples to learn from. + +There are a lot of subtle differences that you don't need to concern yourself with just yet. + +But a couple that you'll need to know right off the bat: + +print() +------- + +In python2, ``print`` is a "statement", rather than a function. That means it didn't require parenthes around what you want printed:: + + print something, something_else + +This made it a bit less flexible and powerful. + +But -- if you try to use it that way in Python3, you'll get an error:: + + In [15]: print "this" + File "", line 1 + print "this" + ^ + SyntaxError: Missing parentheses in call to 'print' + +So -- if you get this error, simply add the parentheses:: + + In [16]: print ("this") + this + +.. nextslide:: division + +In python 3, the divsion operator is "smart" when you divide integers:: + + In [17]: 1 / 2 + Out[17]: 0.5 + +However in python2, integer division, will give you an integer result:: + + In [1]: 1/2 + Out[1]: 0 + +In both versions, you can get "integer division" if you want it with a double slash:: + + In [1]: 1//2 + Out[1]: 0 + +And in python2, you can get the behavior of py3 with "true division":: + + In [2]: from __future__ import division + + In [3]: 1/2 + Out[3]: 0.5 + +For the most part, you just need to be a bit careful with the rare cases where py2 code counts on integer division. + +Other py2/py3 differences +------------------------- + +Most of the other differences are essentially of implementation details, like getting iterators instead of sequences -- we'll talk about that more when it comes up in class. + +There are also a few syntax differences with more advances topics: Exceptions, super(), etc. + +We'll talk about all that when we cover those topics. + + +Homework +======== + +Tasks and reading by next week + + +Task 1 +------ + +**Set Up a Great Dev Environment** + +Make sure you have the basics of command line usage down: + +Work through the supplemental tutorials on setting up your +Command Line (::ref:`shell_customization`) for good development support. + +Make sure you've got your editor set up productively -- at the very very +least, make sure it does Python indentation and syntax coloring well. + +.. nextslide:: + +**Advanced Editor Setup:** + +If you are using SublimeText, here are some notes to make it super-nifty: + +::ref:`sublime_as_ide` + +At the end, your editor should support tab completion and pep8 and pyflakes +linting. + +If you are not using SublimeText, look for plugins that accomplish the same +goals for your own editor. If none are available, please consider a change of +editor. + +Also make sure you've got iPython working, if you didn't get to that in class. + + +Task 3 +------ + +**Explore Errors** + +* Create a new directory in your working dir for the class:: + + $ mkdir session01 + $ cd session01 + +* Add a new file to it called ``break_me.py`` + +* In the ``break_me.py`` file write four simple Python functions: + + * Each function, when called, should cause an exception to happen + + * Each function should result in one of the four common exceptions from our + lecture. + + * for review: ``NameError``, ``TypeError``, ``SyntaxError``, ``AttributeError`` + +(hint -- the interpreter will quit when it hits a Exception -- so you can comment out all but the one you are testing at the moment) + + * Use the Python standard library reference on `Built In Exceptions`_ as a + reference + +.. _Built In Exceptions: https://docs.python.org/3/library/exceptions.html + +Task 2 +------ + +**Python Pushups** + +To get a bit of exercise solving some puzzles with Python, work on the Python +exercises at "Coding Bat": http://codingbat.com/python + +There are 8 sets of puzzles. Do as many as you can, but try to at least +get all the "Warmups" done. + + +Reading, etc. +------------- + +Every one of you has a different backgrond and learning style. + +So take a bit of time to figure out which resource works for you. + +:ref:`python_learning_resources` provides some options. Do look it over. + +But here are few to get you started this week: + +*Think Python:* Chapters 1–7 (http://greenteapress.com/wp/think-python-2e/) + +*Dive Into Python:* Chapters 1–2 (http://www.diveintopython3.net/) + +*LPTHW:* ex. 1–10, 18-21 (http://learnpythonthehardway.org/book/) + +*NOTE:* LPTHW is python 2 -- you will need to add parentheses to all your print calls! + +Or follow this excellent introductory tutorial: + +http://pyvideo.org/video/1850/a-hands-on-introduction-to-python-for-beginning-p + +(also python2 -- so same thing with the print function...) + +You should be comfortable with working with variables, numbers, strings, and basic functions. + +git +--- + +We'll be covering the basics of git next week - enough to use for this class. Please read one of these so you'll have a head start: + +http://rogerdudler.github.io/git-guide/ + +or + +https://try.github.io/levels/1/challenges/1 + + +Next Class +=========== + +Next week, we'll: + + * get set up with git + * Some more basic Python + * More on Functions + * Boolean Expressions + * Code Structure, Modules, and Namespaces + + +Office Hours +------------ + +We will have office hours on either Saturday or Sunday from 10:00 to noon. + +Preferences? + +Locations? + + + diff --git a/_sources/session02.txt b/_sources/session02.txt new file mode 100644 index 00000000..901dfd48 --- /dev/null +++ b/_sources/session02.txt @@ -0,0 +1,1549 @@ +.. include:: include.rst + +**************************************************** +Session Two: gitHub, Functions, Booleans and Modules +**************************************************** + +Review/Questions +================ + +.. rst-class:: left medium + + * Values and Types + * Expressions + * Intro to functions + +Homework Review +--------------- + +.. rst-class:: center large + + Any questions that are nagging? + +Lightning Talks Today: +---------------------- + +.. rst-class: medium + +| +| +| Brendan Fogarty +| +| Bruce Bauman +| +| Michelle Yu +| +| + +Class Outline +------------- + + * git / gitHub primer + * Exercise: :ref:`exercise_grid_printer` + * Decisions, Decisions. + * Exercise: :ref:`exercise_fizz_buzz` + * More on functions + * Exercise: :ref:`exercise_fibonacci` + * Boolean Expressions + * Code Structure, Modules, and Namespaces + +First a little git Primer... +============================== + +Let's get to know git a bit + + +Why Version Control? +-------------------- + +.. figure:: /_static/phd101212s.gif + :class: fill + :width: 45 % + +.. ifnotslides:: + + "Piled Higher and Deeper" by Jorge Cham + + www.phdcomics.com + +What is git? +------------ +.. rst-class:: build + +.. container:: + + A "version control system" + + A history of everything everyone does to 'your' code + + A graph of "states" in which the code has existed + + That last one is a bit tricky, and is not necessary to understand right out of the gate. When you are ready, you can look at this supplement to gain a better understanding: + + :ref:`supplement_git_states` + +Setting up git +-------------- + +You should have git installed on your machine and accessible from the command line. There will be a little bit of setup for git that you should only have to do once. + +.. code-block:: bash + + $ git config --global user.name "Marie Curie" + $ git config --global user.email "marie@radioactive.com" + +Editor +------ + +You will never have to use an editor with git for anything extensive, so a simple editor is fine. Unfortunately, the default, VI, is not intuitive to new users. So, unless you already know vi, you should set up a different editor. +Nano is a straight-forward, simple editor, available out of the box on Macs and Linux boxes, but needs to be installed on Windows (or you can use sublime or Notepad++ as shown in link below). To install nano on Windows: :ref:`supplement_install_nano_win` + +Once you have chosen/installed an editor, configure git to use it: + +nano +``$ git config --global core.editor "nano -w"`` + +sublime (mac) +``$ git config --global core.editor "subl -n -w"`` + +sublime (win) +``$ git config --global core.editor "'c:/program files/sublime text 2/sublime_text.exe' -w"`` + +Notepad++ (Win) +``$ git config --global core.editor "'c:/program files (x86)/Notepad++/notepad++.exe' -multiInst -notabbar -nosession -noPlugin"`` + +Repositories +------------ + +A repository is just a collection of files that 'belong together'. + +Since ``git`` is a *distributed* versioning system, there is no **central** +repository that serves as the one to rule them all. This simply means that all repositories should look the same. + +However, to keep things sane, there is generally one repository chosen that users check with for changes, for us this is GitHub. + + +Working with Remotes +-------------------- + +With git, you work with *local* repositories and *remotes* that they are connected to. + +.. rst-class:: build +.. container:: + + Git uses shortcuts to address *remotes*. Cloned repositories get an *origin* shortcut for free: + + .. code-block:: bash + + $ git remote -v + origin https://github.com/UWPCE-PythonCert/IntroPython2015.git (fetch) + origin https://github.com/UWPCE-PythonCert/IntroPython2015.git (push) + + This shows that the local repo on my machine *originated* from the one in + the UWPCE-PythonCert gitHub account (don't worry that it shows it twice, they should be the same) + +.. nextslide:: + +.. rst-class:: build +.. container:: + + You can work on any project you wish to that has a public repository on Github. However, since you won't have permission to edit most projects directly, there is such a thing as *forking* a project. + + When you *fork* a repository, you make a copy of that repository in your own (Github) account. + + When you have made changes that you believe the rest of the community will want to adopt, you make a *pull request* to the original project. The maintainer(s) of that project than have the option of accepting your changes, in which case your changes will become part of that project. + + This is how we will be working in this class. When you want feedback on your work, you will make a *pull request* to the instructors. + +.. nextslide:: + +Our class materials reside in a repository on *Github* in the *UWPCE-PythonCert* organization: + +.. figure:: /_static/remotes_start.png + :width: 50% + :class: center + +We will do a live demo of setting up a machine. Please follow along. + +.. nextslide:: + +We will now create a fork of the class repository from the ``UWPCE-PythonCert`` +account on GitHub into your personal account. This is done on the GitHub website. + +.. figure:: /_static/remotes_fork.png + :width: 50% + :class: center + +.. nextslide:: + +The next step is to make a *clone* of your fork on your own computer, which means that +**your fork** in github is the *origin* (Demo): + +.. figure:: /_static/remotes_clone.png + :width: 50% + :class: center + +.. nextslide:: + +We will now set up our individual folders and include a README in this folder. In your terminal, cd +into the students directory in the directory created when we made the clone, which may or may not be called IntroPython2015. + +.. rst-class:: build +.. container:: + + .. code-block:: bash + + $ cd IntroPython2015/students + $ git status + + .. code-block:: bash + + $ git pull origin master + + .. code-block:: bash + + $ mkdir maria_mckinley + + .. code-block:: bash + + $ cd maria_mckinley + + .. code-block:: bash + + $ echo "# Python code for UWPCE-PythonCert class" >> README.rst + +.. nextslide:: + +.. rst-class:: build +.. container:: + + Check the status + + .. code-block:: bash + + $ git status + + Add anything you want to commit to your commit: + + .. code-block:: bash + + $ git add README.rst + + Make your commit: + + .. code-block:: bash + + $ git commit -m 'added a readme file' + + Push your changes: + + .. code-block:: bash + + $ git push origin master + + Go onto GitHub, and make a pull request! + +.. nextslide:: + +You've pushed your own changes to that fork, and then issued pull requests to have that worked merged back to the ``UWPCE-PythonCert`` original. + +.. rst-class:: build +.. container:: + + You want to keep your fork up-to-date with that original copy as the class + goes forward. + + To do this, you add a new *remote* repository to your local clone. + +.. nextslide:: Adding a Remote + +You can add *remotes* at will, to connect your *local* repository to other +copies of it in different remote locations. + +When you add a *remote* (existing git repository), it creates a directory with the name of the repository at the top level. + +.. rst-class:: build +.. container:: + + This allows you to grab changes made to the repository in these other + locations. + + For our class, we will add an *upstream* remote to our local copy that points + to the original copy of the material in the ``UWPCE-PythonCert`` account. + + .. code-block:: bash + + $ git remote add upstream https://github.com/UWPCE-PythonCert/IntroPython2015.git + + $ git remote -v + origin https://github.com/PythonCHB/IntroPython2015.git (fetch) + origin https://github.com/PythonCHB/IntroPython2015.git (push) + upstream https://github.com/UWPCE-PythonCert/IntroPython2015.git (fetch) + upstream https://github.com/UWPCE-PythonCert/IntroPython2015.git (push) + +.. nextslide:: + +This should leave you in a situation that looks like this: + +.. figure:: /_static/remotes_upstream.png + :width: 50% + :class: center + + +.. nextslide:: Fetching Everything. + +To get the updates from your new remote, you'll need first to fetch everything: + +.. code-block:: bash + + $ git fetch --all + Fetching origin + Fetching upstream + ... + +Then you can see the branches you have locally available: + +.. code-block:: bash + + $ git branch -a + * master + remotes/origin/HEAD -> origin/master + remotes/origin/master + remotes/upstream/master + +.. nextslide:: Fetching Upstream Changes + +Finally, you can fetch and then merge changes from the upstream master. + +Start by making sure you are on your own master branch: + +.. code-block:: bash + + $ git checkout master + +This is **really really** important. Take the time to ensure you are where you +think you are, iow, not on a remote. Use git status to find out where you are, if necesary. + +.. nextslide:: Merging Upstream Changes + +Then, fetch the upstream master branch and merge it into your master: + +.. code-block:: bash + + $ git fetch upstream master + From https://github.com/UWPCE-PythonCert/IntroPython2015 + * branch master -> FETCH_HEAD + + $ git merge upstream/master + Updating 3239de7..9ddbdbb + Fast-forward + Examples/README.rst | 4 ++++ + ... + create mode 100644 Examples/README.rst + ... + +NOTE: you can do that in one step with: + +.. code-block:: bash + + $ git pull upstream master + +.. nextslide:: Pushing to Origin + +Now all the changes from *upstream* are present in your local clone. +You should do this pull everytime you start to work on code. + +In order to preserve them in your fork on GitHub, you'll have to push: + +.. code-block:: bash + + $ git status + On branch master + Your branch is ahead of 'origin/master' by 10 commits. + (use "git push" to publish your local commits) + $ git push origin master + Counting objects: 44, done. + ... + $ + +(A simple ``git push`` will usually do the right thing) + +.. nextslide:: Daily Workflow + +You can incorporate this into your daily workflow: :: + + $ git checkout master + $ git pull upstream master + $ git push + [do some work] + $ git commit -a 'I wrote some Python.' + [add a good commit message] + $ git push + [make a pull request on the GitHub website] + + +.. nextslide:: Note + +Because of the way we have set up the class, you will be able +to see all work submitted to us from everyone in the class in +the students directory on your machine. This is not a bad thing. +And the files tend to be small. + +We encourage sharing of knowledge in this class. Helping your +fellow students will also help you to better understand. Share +your code, and get use to giving/receiving feedback on how to +improve your code, if you are not already. + + +LAB: Grid Printer +================= + +.. rst-class:: left + + With only the ability to do a bit with numbers and text, you should be + able to do this little project: + + :ref:`exercise_grid_printer` + +Getting Started: +---------------- + +Lets use git and gitHub to manage this project: + +Start by putting a python file in your clone of the class gitHub project: + +.. code-block:: bash + + $ cd my_personal_directory + $ mkdir session_02 + $ cd session_02 + $ touch grid_printer.py + $ git add grid_printer.py + +Then put your code in grid_printer.py + +Committing your code +-------------------- + +When your code does something useful, you can commit it. + +First check the status: + +.. code-block:: bash + + $ git status + +If it's what you expect, you can commit and push: + +.. code-block:: bash + + $ git commit -a -m "first version" + $ git push + +And when you want us to take a look, you can go to gitHub and do a "Pull Request" +(make sure you commit and push first) + + +Committing your code +-------------------- + +Commit early and often. + + +Lightning Talk: +--------------- + +.. rst-class:: center medium + +Brendan Fogarty + + +Beyond Printing +================ + +.. rst-class:: center medium + +Because there's a few things you just gotta have + +Basics +------ + +You really can't really do much at all without at least +conditionals, looping, and a container type... + + +Making a Decision +------------------ + +**"Conditionals"** + +``if`` and ``elif`` (else if) allow you to make decisions: + +.. code-block:: python + + if a: + print 'a' + elif b: + print 'b' + elif c: + print 'c' + else: + print 'that was unexpected' + + +.. nextslide:: if + +What's the difference between these two? + +.. code-block:: python + + if a: + print 'a' + elif b: + print 'b' + + ## versus... + if a: + print 'a' + if b: + print 'b' + + + +Lists +----- + +A way to store a bunch of stuff in order + +Pretty much like an "array" or "vector" in other languages + +.. code-block:: python + + a_list = [2,3,5,9] + a_list_of_strings = ['this', 'that', 'the', 'other'] + +You can put any type of object in a list... + +Tuples +------- + +Another way to store an ordered list of things + +.. code-block:: python + + a_tuple = (2,3,4,5) + a_tuple_of_strings = ('this', 'that', 'the', 'other') + +You can also put any type of object in a tuple... +(sense a theme here?) + +Tuples are **not** the same as lists. + +The exact difference is a topic for next session. + + +``for`` loops +-------------- + +Sometimes called a 'determinate' loop + +When you need to do something to all the objects in a sequence + +.. code-block:: ipython + + In [10]: a_list = [2,3,4,5] + + In [11]: for item in a_list: + ....: print(item) + ....: + 2 + 3 + 4 + 5 + + +.. nextslide:: ``range()`` and for + +``range`` builds sequences of numbers automatically + +Use it when you need to do something a set number of times + +.. code-block:: ipython + + In [31]: for i in range(4): + print('*', end=' ') + ....: + * * * * + + +NOTE: ``range(n)`` creates an "iterable" -- something you can loop over +-- more on that later. + +Intricacies +------------ + +This is enough to get you started. + +Each of these have intricacies special to python + +We'll get to those over the next couple of classes + + +LAB: Fizz Buzz +=============== + +.. rst-class:: left + + We now have the tools to do a implementation of the classic "Fizz Buzz" problem: + + :ref:`exercise_fizz_buzz` + + Do the same git / gitHub dance with this, too! + + +Lightning Talk: +--------------- + +.. rst-class:: center medium + +Bruce Bauman + + +More on Functions +================= + +Variable scope +-------------- + +Defining a function: + +.. code-block:: python + + def fun(x, y): + z = x + y + return z + +x, y, z are *local* names + + +Local vs. Global +---------------- + +Names bound in Python have a *scope* + +That *scope* determines where a symbol is visible, or what value it has in a +given block. + +.. code-block:: ipython + + In [14]: x = 32 + In [15]: y = 33 + In [16]: z = 34 + In [17]: def fun(y, z): + ....: print(x, y, z) + ....: + In [18]: fun(3, 4) + 32 3 4 + + +x is global, y and z local to the function + +.. nextslide:: + +But, did the value of y and z change in the *global* scope? + +.. code-block:: ipython + + In [19]: y + Out[19]: 33 + + In [20]: z + Out[20]: 34 + +.. nextslide:: + +In general, you should use global bindings mostly for constants. + +The python convention is to designate global constants by typing the +symbols we bind to them in ALL_CAPS + +.. code-block:: python + + INSTALLED_APPS = [u'foo', u'bar', u'baz'] + CONFIGURATION_KEY = u'some secret value' + ... + +This is just a convention, but it's a good one to follow. + + +Global Gotcha +-------------- + +Take a look at this function definition: + +.. code-block:: ipython + + In [21]: x = 3 + + In [22]: def f(): + ....: y = x + ....: x = 5 + ....: print(x) + ....: print(y) + ....: + +What is going to happen when we call ``f`` + +.. nextslide:: Global Gotcha + +Try it and see: + +.. code-block:: ipython + + In [34]: f() + --------------------------------------------------------------------------- + UnboundLocalError Traceback (most recent call last) + in () + ----> 1 f() + + in f() + 1 def f(): + ----> 2 y = x + 3 x = 5 + 4 print(x) + 5 print(y) + + UnboundLocalError: local variable 'x' referenced before assignment + +Because you are binding the symbol ``x`` locally, it becomes a local and masks +the global value already bound. + + +Parameters +---------- + +So far we've seen simple parameter lists: + +.. code-block:: python + + def fun(x, y, z): + print(x, y, z) + +These types of parameters are called *positional* + +When you call a function, you **must** provide arguments for all *positional* +parameters *in the order they are listed* + + +.. nextslide:: + +You can provide *default values* for parameters in a function definition: + +.. code-block:: ipython + + In [24]: def fun(x=1, y=2, z=3): + ....: print(x, y, z) + ....: + +When parameters are given with default values, they become *optional* + +.. code-block:: ipython + + In [25]: fun() + 1 2 3 + + +.. nextslide:: + +You can provide arguments to a function call for *optional* parameters +positionally: + +.. code-block:: ipython + + In [26]: fun(6) + 6 2 3 + In [27]: fun(6, 7) + 6 7 3 + In [28]: fun(6, 7, 8) + 6 7 8 + +Or, you can use the parameter name as a *keyword* to indicate which you mean: + +.. code-block:: ipython + + In [29]: fun(y=4, x=1) + 1 4 3 + +.. nextslide:: + +Once you've provided a *keyword* argument in this way, you can no longer +provide any *positional* arguments: + +.. code-block:: ipython + + In [30]: fun(x=5, 6) + File "", line 1 + fun(x=5, 6) + SyntaxError: non-keyword arg after keyword arg + + +Documentation +------------- + +It's often helpful to leave information in your code about what you were +thinking when you wrote it. + +This can help reduce the number of `WTFs per minute`_ in reading it later. + +.. _WTFs per minute: http://www.osnews.com/story/19266/WTFs_m + +There are two approaches to this: + +* Comments +* Docstrings + +.. nextslide:: Comments + +Comments go inline in the body of your code, to explain reasoning: + +.. code-block:: python + + if (frobnaglers > whozits): + # borangas are shermed to ensure frobnagler population + # does not grow out of control + sherm_the_boranga() + +You can use them to mark places you want to revisit later: + +.. code-block:: python + + for partygoer in partygoers: + for balloon in balloons: + for cupcake in cupcakes: + # TODO: Reduce time complexity here. It's killing us + # for large parties. + resolve_party_favor(partygoer, balloon, cupcake) + +.. nextslide:: Comments + +Be judicious in your use of comments. + +Use them when you need to. + +Make them useful. + +This is not useful: + +.. code-block:: python + + for sponge in sponges: + # apply soap to each sponge + worker.apply_soap(sponge) + +Note: Nothing special about Python here -- basic good programing practice. + +Docstrings +---------- + +In Python, ``docstrings`` are used to provide in-line documentation in a number of places. + +The first place we will see is in the definition of ``functions``. + +To define a function you use the ``def`` keyword. + +If a ``string literal`` is the first thing in the function block following the +header, it is a ``docstring``: + +.. code-block:: python + + def complex_function(arg1, arg2, kwarg1=u'bannana'): + """Return a value resulting from a complex calculation.""" + # code block here + +You can then read this in an interpreter as the ``__doc__`` attribute of the +function object. + +.. nextslide:: + +A ``docstring`` should: + + +* Be a complete sentence in the form of a command describing what the function + does. + + * """Return a list of values based on blah blah""" is a good docstring + * """Returns a list of values based on blah blah""" is *not* + +* Have a useful single line. + + * If more description is needed, make the first line a complete sentence and + add more lines below for enhancement. + +* Be enclosed with triple-quotes. + + * This allows for easy expansion if required at a later date + * Always close on the same line if the docstring is only one line. + +For more information see `PEP 257: Docstring Conventions`_. + +.. _PEP 257\: Docstring Conventions: http://legacy.python.org/dev/peps/pep-0257/ + + +Recursion +--------- + +You've seen functions that call other functions. + +If a function calls *itself*, we call that **recursion** + +Like with other functions, a call within a call establishes a *call stack* + +With recursion, if you are not careful, this stack can get *very* deep. + +Python has a maximum limit to how much it can recurse. This is intended to +save your machine from running out of RAM. + +.. nextslide:: Recursion can be Useful + +Recursion is especially useful for a particular set of problems. + +For example, take the case of the *factorial* function. + +In mathematics, the *factorial* of an integer is the result of multiplying that +integer by every integer smaller than it down to 1. + +:: + + 5! == 5 * 4 * 3 * 2 * 1 + +We can use a recursive function nicely to model this mathematical function + +.. ifslides:: + + .. rst-class:: centered + + [demo] + +``assert`` +---------- + +Writing ``tests`` that demonstrate that your program works is an important part of learning to program. + +The python ``assert`` statement is useful in writing simple tests +for your code. + +.. code-block:: ipython + + In [1]: def add(n1, n2): + ...: return n1 + n2 + ...: + + In [2]: assert add(3, 4) == 7 + + In [3]: assert add(3, 4) == 10 + + --------------------------------------------------------------------- + AssertionError Traceback (most recent call last) + in () + ----> 1 assert add(3, 4) == 10 + + AssertionError: + + +LAB: Fibonacci +============== + +Let's write a few functions in class: + +:ref:`exercise_fibonacci` + + +Lightning Talk: +--------------- + +.. rst-class:: center medium + +Michelle Yu + + +Boolean Expressions +=================== + +Truthiness +---------- + +What is true or false in Python? + +* The Booleans: ``True`` and ``False`` + +* "Something or Nothing" + +* http://mail.python.org/pipermail/python-dev/2002-April/022107.html + + +.. nextslide:: + +Determining Truthiness: + +.. code-block:: python + + bool(something) + + +What is False? +-------------- + +* ``None`` + +* ``False`` + +* **Nothing:** + + - Zero of any numeric type: ``0, 0L, 0.0, 0j``. + - Any empty sequence, for example, ``"", (), []``. + - Any empty mapping, for example, ``{}`` . + - Instances of user-defined classes, if the class defines a ``__nonzero__()`` or ``__len__()`` method, when that method returns the integer zero or bool value ``False``. + +* http://docs.python.org/library/stdtypes.html + +What is True? +------------- + +.. rst-class:: center large + +Everything Else + + +Pythonic Booleans +----------------- + +Any object in Python, when passed to the ``bool()`` type object, will +evaluate to ``True`` or ``False``. + +When you use the ``if`` keyword, it automatically does this to the expression provided. + +Which means that this is redundant, and not Pythonic: + +.. code-block:: python + + if xx == True: + do_something() + # or even worse: + if bool(xx) == True: + do_something() + +Instead, use what Python gives you: + +.. code-block:: python + + if xx: + do_something() + + +``and``, ``or`` and ``not`` +--------------------------- + +Python has three boolean keywords, ``and``, ``or`` and ``not``. + +``and`` and ``or`` are binary expressions, and evaluate from left to right. + +``and`` will return the first operand that evaluates to False, or the last +operand if none are True: + +.. code-block:: ipython + + In [35]: 0 and 456 + Out[35]: 0 + +``or`` will return the first operand that evaluates to True, or the last +operand if none are True: + +.. code-block:: ipython + + In [36]: 0 or 456 + Out[36]: 456 + +.. nextslide:: + +On the other hand, ``not`` is a unary expression and inverts the boolean value +of its operand: + +.. code-block:: ipython + + In [39]: not True + Out[39]: False + + In [40]: not False + Out[40]: True + +.. nextslide:: Shortcutting + +Because of the return value of these keywords, you can write concise +statements: + +:: + + if x is false, + x or y return y, + else return x + + if x is false, + x and y return x + else return y + + if x is false, + not x return True, + else return False + + +.. nextslide:: Chaining + +.. code-block:: python + + a or b or c or d + a and b and c and d + + +The first value that defines the result is returned + +.. ifslides:: + + .. rst-class:: centered large + + (demo) + + +Ternary Expressions +------------------- + +This is a fairly common idiom: + +.. code-block:: python + + if something: + x = a_value + else: + x = another_value + +In other languages, this can be compressed with a "ternary operator":: + + result = a > b ? x : y; + +In python, the same is accomplished with the ternary expression: + +.. code-block:: python + + y = 5 if x > 2 else 3 + +PEP 308: +(http://www.python.org/dev/peps/pep-0308/) + + +Boolean Return Values +--------------------- + +Remember this puzzle from the CodingBat exercises? + +.. code-block:: python + + def sleep_in(weekday, vacation): + if weekday == True and vacation == False: + return False + else: + return True + +Though correct, that's not a particularly Pythonic way of solving the problem. + +Here's a better solution: + +.. code-block:: python + + def sleep_in(weekday, vacation): + return not (weekday == True and vacation == False) + + +.. nextslide:: + +And here's an even better one: + +.. code-block:: python + + def sleep_in(weekday, vacation): + return (not weekday) or vacation + + +.. nextslide:: bools are integers? + +In python, the boolean types are subclasses of integer: + +.. code-block:: ipython + + In [1]: True == 1 + Out[1]: True + In [2]: False == 0 + Out[2]: True + + +And you can even do math with them (though it's a bit odd to do so): + +.. code-block:: ipython + + In [6]: 3 + True + Out[6]: 4 + +.. ifslides:: + + .. rst-class:: center + + (demo) + + +LAB: Booleans +============= + +.. rst-class:: left + + Working with Booleans, Ternary Expressions, etc: + + Re-write a couple CodingBat exercises, returning the direct boolean results, and/or using ternary expressions. + + Experiment with ``locals`` by adding this statement one of the functions you wrote today:: + + print locals() + + +Code Structure, Modules, and Namespaces +======================================= + +.. rst-class:: center large + +How to get what you want when you want it. + + +Code Structure +-------------- + +In Python, the structure of your code is determined by whitespace. + +How you *indent* your code determines how it is structured + +:: + + block statement: + some code body + some more code body + another block statement: + code body in + that block + +The colon that terminates a block statement is also important... + +.. nextslide:: One-liners + +You can put a one-liner after the colon: + +.. code-block:: ipython + + In [167]: x = 12 + In [168]: if x > 4: print x + 12 + +But this should only be done if it makes your code **more** readable. + + +.. nextslide:: Spaces vs. Tabs + +Whitespace is important in Python. + +An indent *could* be: + +* Any number of spaces +* A tab +* A mix of tabs and spaces: + +If you want anyone to take you seriously as a Python developer: + +.. rst-class:: centered + +**Always use four spaces -- really!** + +`(PEP 8)`_ + +.. _(PEP 8): http://legacy.python.org/dev/peps/pep-0008/ + + +.. nextslide:: Spaces Elsewhere + +Other than indenting -- space doesn't matter, technically. + +.. code-block:: python + + x = 3*4+12/func(x,y,z) + x = 3*4 + 12 / func (x, y, z) + +But you should strive for proper style. Read `PEP 8`_ and install a linter in +your editor. + +.. _PEP 8: http://legacy.python.org/dev/peps/pep-0008/ + + +Modules and Packages +-------------------- + +Python is all about *namespaces* -- the "dots" + +``name.another_name`` + +The "dot" indicates that you are looking for a name in the *namespace* of the +given object. It could be: + +* name in a module +* module in a package +* attribute of an object +* method of an object + + +.. nextslide:: Modules + +A module is simply a namespace. + +It might be a single file, or it could be a collection of files that define a +shared API. + +To a first approximation, you can think of the files you write that end in +``.py`` as modules. + +.. nextslide:: Packages + +A package is a module with other modules in it. + +On a filesystem, this is represented as a directory that contains one or more +``.py`` files, one of which **must** be called ``__init__.py``. + +When you have a package, you can import the package, or any of the modules +inside it. + +.. nextslide:: importing modules + +.. code-block:: python + + import modulename + from modulename import this, that + import modulename as a_new_name + from modulename import this as that + +.. ifslides:: + + .. rst-class:: centered + + (demo) + + +importing from packages +----------------------- + +.. code-block:: python + + import packagename.modulename + from packagename.modulename import this, that + from package import modulename + +.. ifslides:: + + .. rst-class:: centered + + (demo) + +http://effbot.org/zone/import-confusion.htm + +.. nextslide:: + +.. code-block:: python + + from modulename import * + +.. rst-class:: centered large + +**Don't do this!** + + +``import`` +---------- + +When you import a module, or a symbol from a module, the Python code is +*compiled* to **bytecode**. + +The result is a ``module.pyc`` file. + +Then after compiling, all the code in the module is run **at the module scope**. + +For this reason, it is good to avoid module-scope statements that have global +side-effects. + + +Re-import +---------- + +The code in a module is NOT re-run when imported again + +It must be explicitly reloaded to be re-run + +.. code-block:: python + + import modulename + reload(modulename) + +.. ifslides:: + + .. rst-class:: centered + + (demo) + + +.. nextslide:: Running a Module + +In addition to importing modules, you can run them. + +There are a few ways to do this: + +.. rst-class:: build + +* ``$ python hello.py`` -- must be in current working directory +* ``$ python -m hello`` -- any module on PYTHONPATH anywhere on the system +* ``$ ./hello.py`` -- put ``#!/usr/env/python`` at top of module (Unix) +* ``In [149]: run hello.py`` -- at the IPython prompt -- running a module brings its names into the interactive namespace + + +.. nextslide:: Running a Module + +Like importing, running a module executes all statements at the module level. + +But there's an important difference. + +When you *import* a module, the value of the symbol ``__name__`` in the module +is the same as the filename. + +When you *run* a module, the value of the symbol ``__name__`` is ``__main__``. + +This allows you to create blocks of code that are executed *only when you run a module* + +.. code-block:: python + + if __name__ == '__main__': + # Do something interesting here + # It will only happen when the module is run + +.. nextslide:: "main" blocks + +This is useful in a number of cases. + +You can put code here that lets your module be a utility *script* + +You can put code here that demonstrates the functions contained in your module + +You can put code here that proves that your module works. + +.. ifslides:: + + [demo] + + + +Import Interactions +------------------- + +Let's experiment with importing different ways: + +.. code-block:: ipython + + In [3]: import math + + In [4]: math. + math.acos math.degrees math.fsum math.pi + math.acosh math.e math.gamma math.pow + math.asin math.erf math.hypot math.radians + math.asinh math.erfc math.isinf math.sin + math.atan math.exp math.isnan math.sinh + math.atan2 math.expm1 math.ldexp math.sqrt + math.atanh math.fabs math.lgamma math.tan + math.ceil math.factorial math.log math.tanh + math.copysign math.floor math.log10 math.trunc + math.cos math.fmod math.log1p + math.cosh math.frexp math.modf + +.. nextslide:: + +.. code-block:: ipython + + In [6]: math.sqrt(4) + Out[6]: 2.0 + In [7]: import math as m + In [8]: m.sqrt(4) + Out[8]: 2.0 + In [9]: from math import sqrt + In [10]: sqrt(4) + Out[10]: 2.0 + + +.. nextslide:: + +Experiment with importing different ways: + +.. code-block:: python + + import sys + print sys.path + import os + print os.path + +You wouldn't want to import * those! + + -- check out + +.. code-block:: python + + os.path.split('/foo/bar/baz.txt') + os.path.join('/foo/bar', 'baz.txt') + + +Next Class +========== + +.. rst-class left + +* Sequences +* Iteration +* Strings and String Formatting + +* Lightning talks by: + - Eric Rosko + - Michael Waddle + - Robert Stevens Alford + +Office hours: Sunday 10:00 -- 12:00 + + +Homework +--------- + +Review and/or finish reading these class notes. + +Finish any labs from class.... + +**Reading:** + +Think Python, chapters 8, 9, 10, 12 + +(http://greenteapress.com/thinkpython/html/thinkpython009.html) + +Learn Python the Hard way: exercises 11 -- 14, 18, 19, 21, 28-33 +(the ones in between are about files -- we'll get to that later.) + +http://learnpythonthehardway.org/book/ex11.html + +NOTE: In python3, you use ``input``, rather than ``raw_input`` + +Dive Into Python: chapter 4 + +(http://www.diveintopython3.net/strings.html) + diff --git a/_sources/session03.txt b/_sources/session03.txt new file mode 100644 index 00000000..0f13df27 --- /dev/null +++ b/_sources/session03.txt @@ -0,0 +1,1725 @@ +.. include:: include.rst + +********************************************************* +Session Three: Sequences, Iteration and String Formatting +********************************************************* + +Review/Questions +================ + +Review of Previous Session +-------------------------- + +* Functions + + - recursion + - optional arguments + +* Booleans + + - if and conditional expressions + +* Modules + + +Homework Review +--------------- + +* FizzBuzz + +* Series + +.. rst-class:: center large + +Any questions that are nagging? + +git +--- + +.. rst-class:: center large + + OK -- we'll answer git questions... + +Lightning Talks Today: +---------------------- + +.. rst-class:: mlarge + + Eric Rosko + + Michael Waddle + + Robert Alford + + +Sequences +========= + +.. rst-class:: center large + +Ordered collections of objects + + +What is a Sequence? +------------------- + +Remember Duck Typing? + +A *sequence* can be considered as anything that supports +*at least* these operations: + +.. rst-class:: build + +* Indexing +* Slicing +* Membership +* Concatenation +* Length +* Iteration + + +Sequence Types +-------------- + +There are eight builtin types in Python that are *sequences*: + +* string +* list +* tuple +* bytes +* bytearray +* buffer +* array.array +* range object (almost) + +For this class, you won't see much beyond string, lists, and tuples -- the rest are pretty special purpose. + +But what we learn today applies to all sequences (with minor caveats) + + +Indexing +-------- + +Items in a sequence may be looked up by *index* using the indexing +operator: ``[]`` + +Indexing in Python always starts at zero. + +.. code-block:: ipython + + In [98]: s = "this is a string" + In [99]: s[0] + Out[99]: 't' + In [100]: s[5] + Out[100]: 'i' + + +.. nextslide:: + +You can use negative indexes to count from the end: + +.. code-block:: ipython + + In [2]: a_list = [34, 56, 19, 23, 55] + + In [3]: a_list[-1] + Out[3]: 55 + + In [4]: a_list[-2] + Out[4]: 23 + + In [5]: a_list[-4] + Out[5]: 56 + +.. nextslide:: + +Indexing beyond the end of a sequence causes an IndexError: + +.. code-block:: ipython + + In [6]: a_list + Out[6]: [34, 56, 19, 23, 55] + + In [7]: a_list[5] + --------------------------------------------------------------------------- + IndexError Traceback (most recent call last) + in () + ----> 1 a_list[5] + + IndexError: list index out of range + +Slicing +------- + +Slicing a sequence creates a new sequence with a range of objects from the +original sequence. + +It also uses the indexing operator (``[]``), but with a twist. + +``sequence[start:finish]`` returns all sequence[i] for which start <= i < finish: + +.. code-block:: ipython + + In [121]: s = "a bunch of words" + In [122]: s[2] + Out[122]: 'b' + In [123]: s[6] + Out[123]: 'h' + In [124]: s[2:6] + Out[124]: 'bunc' + In [125]: s[2:7] + Out[125]: 'bunch' + +.. nextslide:: Helpful Hint + +Think of the indexes as pointing to the spaces between the items:: + + a b u n c h o f w o r d s + | | | | | | | | | | | | | | | | + 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 + + + +.. nextslide:: Slicing + +You do not have to provide both ``start`` and ``finish``: + +.. code-block:: ipython + + In [6]: s = "a bunch of words" + In [7]: s[:5] + Out[7]: 'a bun' + In [8]: s[5:] + Out[8]: 'ch of words' + +Either ``0`` or ``len(s)`` will be assumed, respectively. + +You can combine this with the negative index to get the end of a sequence: + +.. code-block:: ipython + + In [4]: s = 'this_could_be_a_filename.txt' + In [5]: s[:-4] + Out[5]: 'this_could_be_a_filename' + In [6]: s[-4:] + Out[6]: '.txt' + + +Why start from zero? +-------------------- + +Python indexing feels 'weird' to some folks -- particularly those that don't come with a background in the C family of languages. + +Why is the "first" item indexed with **zero**? + +Why is the last item in the slice **not** included? + +Because these lead to some nifty properties:: + + len(seq[a:b]) == b-a + + seq[:b] + seq[b:] == seq + + len(seq[:b]) == b + + len(seq[-b:]) == b + +There are very many fewer "off by one" errors as a result. + + +.. nextslide:: Slicing + +Slicing takes a third argument, ``step`` which controls which items are +returned: + +.. code-block:: ipython + + In [18]: a_tuple + Out[18]: (0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19) + + In [19]: a_tuple[0:15] + Out[19]: (0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14) + + In [20]: a_tuple[0:15:2] + Out[20]: (0, 2, 4, 6, 8, 10, 12, 14) + + In [21]: a_tuple[0:15:3] + Out[21]: (0, 3, 6, 9, 12) + + In [22]: a_tuple[::-1] + Out[22]: (19, 18, 17, 16, 15, 14, 13, 12, 11, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1, 0) + +.. nextslide:: Slicing vs. Indexing + + +Though they share an operator, slicing and indexing have a few important +differences: + +Indexing will always return one object, slicing will return a sequence of +objects. + +Indexing past the end of a sequence will raise an error, slicing will not: + +.. code-block:: ipython + + In [129]: s = "a bunch of words" + In [130]: s[17] + ----> 1 s[17] + IndexError: string index out of range + In [131]: s[10:20] + Out[131]: ' words' + In [132]: s[20:30] + Out[132]: " + + +(demo) + +Membership +---------- + +All sequences support the ``in`` and ``not in`` membership operators: + +.. code-block:: ipython + + In [15]: s = [1, 2, 3, 4, 5, 6] + In [16]: 5 in s + Out[16]: True + In [17]: 42 in s + Out[17]: False + In [18]: 42 not in s + Out[18]: True + +.. nextslide:: Membership in Strings + +For strings, the membership operations are like ``substring`` operations in +other languages: + +.. code-block:: ipython + + In [20]: s = "This is a long string" + In [21]: "long" in s + Out[21]: True + +This does not work for sub-sequences of other types (can you think of why?): + +.. code-block:: ipython + + In [22]: s = [1, 2, 3, 4] + In [23]: [2, 3] in s + Out[23]: False + + +Concatenation +------------- + +Using ``+`` or ``*`` on sequences will *concatenate* them: + +.. code-block:: ipython + + In [18]: l1 = [1,2,3,4] + In [19]: l2 = [5,6,7,8] + In [20]: l1 + l2 + Out[20]: [1, 2, 3, 4, 5, 6, 7, 8] + In [21]: (l1+l2) * 2 + Out[21]: [1, 2, 3, 4, 5, 6, 7, 8, 1, 2, 3, 4, 5, 6, 7, 8] + +.. nextslide:: Multiplying and Slicing + +You can apply this concatenation to slices as well, leading to some nicely +concise code: + +from CodingBat: Warmup-1 -- front3 + +.. code-block:: python + + def front3(str): + if len(str) < 3: + return str+str+str + else: + return str[:3]+str[:3]+str[:3] + +This non-pythonic solution can also be expressed like so: + +.. code-block:: python + + def front3(str): + return str[:3] * 3 + +Length +------ + +All sequences have a length. You can get it with the ``len`` builtin: + +.. code-block:: ipython + + In [36]: s = "how long is this, anyway?" + In [37]: len(s) + Out[37]: 25 + +Remember: Sequences are 0-indexed, so the last index is ``len(s)-1``: + +.. code-block:: ipython + + In [38]: count = len(s) + In [39]: s[count] + ------------------------------------------------------------ + IndexError Traceback (most recent call last) + in () + ----> 1 s[count] + IndexError: string index out of range + +Even better: use ``s[-1]`` + + +Miscellaneous +------------- + +There are a more operations supported by all sequences + +.. nextslide:: Min and Max + +All sequences also support the ``min`` and ``max`` builtins: + +.. code-block:: ipython + + In [42]: all_letters = "thequickbrownfoxjumpedoverthelazydog" + In [43]: min(all_letters) + Out[43]: 'a' + In [44]: max(all_letters) + Out[44]: 'z' + +Why are those the answers you get? (hint: ``ord('a')``) + +Of course this works with numbers, too! + +.. nextslide:: Index + +All sequences also support the ``index`` method, which returns the index of the first occurence of an item in the sequence: + +.. code-block:: ipython + + In [46]: all_letters.index('d') + Out[46]: 21 + +This causes a ``ValueError`` if the item is not in the sequence: + +.. code-block:: ipython + + In [47]: all_letters.index('A') + --------------------------------------------------------------------------- + ValueError Traceback (most recent call last) + in () + ----> 1 all_letters.index('A') + + ValueError: substring not found + +.. nextslide:: Count + +A sequence can also be queried for the number of times a particular item +appears: + +.. code-block:: ipython + + In [52]: all_letters.count('o') + Out[52]: 4 + In [53]: all_letters.count('the') + Out[53]: 2 + +This does not raise an error if the item you seek is not present: + +.. code-block:: ipython + + In [54]: all_letters.count('A') + Out[54]: 0 + + +Iteration +--------- + +.. rst-class:: center mlarge + + All sequences are "iterables" -- + + More on this in a while. + +Slicing LAB +=========== + +.. rst-class:: center medium + + Let's practice Slicing! + + :ref:`exercise_slicing` + + +Lightning Talks +---------------- + +| +| Eric Rosko +| +| +| Michael Waddle +| + + +Lists, Tuples... +================ + +.. rst-class:: center large + +The *primary* sequence types. + +Lists +----- + +Lists can be constructed using list Literals (``[]``): + +.. code-block:: ipython + + In [1]: [] + Out[1]: [] + In [2]: [1,2,3] + Out[2]: [1, 2, 3] + In [3]: [1, 'a', 7.34] + Out[3]: [1, 'a', 7.34] + +Or by using the ``list`` type object as a constructor: + +.. code-block:: ipython + + In [6]: list() + Out[6]: [] + In [7]: list(range(4)) + Out[7]: [0, 1, 2, 3] + In [8]: list('abc') + Out[8]: ['a', 'b', 'c'] + +It will take any "iterable" + +.. nextslide:: List Elements + +The elements contained in a list need not be of a single type. + +Lists are *heterogenous*, *ordered* collections. + +Each element in a list is a value, and can be in multiple lists and have +multiple names (or no name) + +.. code-block:: ipython + + In [9]: name = 'Brian' + In [10]: a = [1, 2, name] + In [11]: b = [3, 4, name] + In [12]: a[2] + Out[12]: 'Brian' + In [13]: b[2] + Out[13]: 'Brian' + In [14]: a[2] is b[2] + Out[14]: True + + +Tuples +------ + +Tuples can be constructed using tuple literals (``()``): + +.. code-block:: ipython + + In [15]: () + Out[15]: () + In [16]: (1, 2) + Out[16]: (1, 2) + In [17]: (1, 'a', 7.65) + Out[17]: (1, 'a', 7.65) + In [18]: (1,) + Out[18]: (1,) + +.. nextslide:: Tuples and Commas... + +Tuples don't NEED parentheses... + +.. code-block:: ipython + + In [161]: t = (1,2,3) + In [162]: t + Out[162]: (1, 2, 3) + In [163]: t = 1,2,3 + In [164]: t + Out[164]: (1, 2, 3) + In [165]: type(t) + Out[165]: tuple + +.. nextslide:: Tuples and Commas... + +But they *do* need commas...! + +.. code-block:: ipython + + In [156]: t = ( 3 ) + In [157]: type(t) + Out[157]: int + In [158]: t = ( 3, ) + In [160]: type(t) + Out[160]: tuple + +.. nextslide:: Converting to Tuple + +You can also use the ``tuple`` type object to convert any iterable(sequence) into a tuple: + +.. code-block:: ipython + + In [20]: tuple() + Out[20]: () + In [21]: tuple(range(4)) + Out[21]: (0, 1, 2, 3) + In [22]: tuple('garbanzo') + Out[22]: ('g', 'a', 'r', 'b', 'a', 'n', 'z', 'o') + + +.. nextslide:: Tuple Elements + +The elements contained in a tuple need not be of a single type. + +Tuples are *heterogenous*, *ordered* collections. + +Each element in a tuple is a value, and can be in multiple tuples and have +multiple names (or no name) + +.. code-block:: ipython + + In [23]: name = 'Brian' + In [24]: other = name + In [25]: a = (1, 2, name) + In [26]: b = (3, 4, other) + In [27]: for i in range(3): + ....: print(a[i] is b[i], end=' ') + ....: + False False True + +.. nextslide:: Lists vs. Tuples + +.. rst-class:: center large + + So Why Have Both? + + +Mutability +========== + +.. image:: /_static/transmogrifier.jpg + :width: 35% + :alt: Presto change-o + +.. rst-class:: credit + +image from flickr by `illuminaut`_, (CC by-nc-sa) + +.. _illuminaut: https://www.flickr.com/photos/illuminaut/3595530403 + + +Mutability in Python +-------------------- + +All objects in Python fall into one of two camps: + +* Mutable +* Immutable + +Objects which are mutable may be *changed in place*. + +Objects which are immutable may not be changed. + +Ever. + +.. nextslide:: The Types We Know + +========= ======= +Immutable Mutable +========= ======= +Unicode List +String +Integer +Float +Tuple +========= ======= + + +.. nextslide:: Lists Are Mutable + +Try this out: + +.. code-block:: ipython + + In [28]: food = ['spam', 'eggs', 'ham'] + In [29]: food + Out[29]: ['spam', 'eggs', 'ham'] + In [30]: food[1] = 'raspberries' + In [31]: food + Out[31]: ['spam', 'raspberries', 'ham'] + + +.. nextslide:: Tuples Are Not + +And repeat the exercise with a Tuple: + +.. code-block:: ipython + + In [32]: food = ('spam', 'eggs', 'ham') + In [33]: food + Out[33]: ('spam', 'eggs', 'ham') + In [34]: food[1] = 'raspberries' + --------------------------------------------------------------------------- + TypeError Traceback (most recent call last) + in () + ----> 1 food[1] = 'raspberries' + + TypeError: 'tuple' object does not support item assignment + + +.. nextslide:: Watch When Binding + +This property means you need to be aware of what you are doing with your lists: + +.. code-block:: ipython + + In [36]: original = [1, 2, 3] + In [37]: altered = original + In [38]: for i in range(len(original)): + ....: if True: + ....: altered[i] += 1 + ....: + +Perhaps we want to check to see if altered has been updated, as a flag for +whatever condition caused it to be updated. + +What is the result of this code? + +.. nextslide:: Perhaps Not What You Expect + +Our ``altered`` list has been updated: + +.. code-block:: ipython + + In [39]: altered + Out[39]: [2, 3, 4] + +But so has the ``original`` list: + +.. code-block:: ipython + + In [40]: original + Out[40]: [2, 3, 4] + +Why? + + +.. nextslide:: Other Gotchas + +Easy container setup, or deadly trap? + +(note: you can nest lists to make a 2D-ish array) + +.. code-block:: ipython + + In [13]: bins = [ [] ] * 5 + + In [14]: bins + Out[14]: [[], [], [], [], []] + + In [15]: words = ['one', 'three', 'rough', 'sad', 'goof'] + + In [16]: for word in words: + ....: bins[len(word)-1].append(word) + ....: + +So, what is going to be in ``bins`` now? + +.. nextslide:: There is Only **One** Bin + +.. code-block:: ipython + + In [65]: bins + Out[65]: + [['one', 'three', 'rough', 'sad', 'goof'], + ['one', 'three', 'rough', 'sad', 'goof'], + ['one', 'three', 'rough', 'sad', 'goof'], + ['one', 'three', 'rough', 'sad', 'goof'], + ['one', 'three', 'rough', 'sad', 'goof']] + +We multiplied a sequence containing a single *mutable* object. + +We got a list containing five references to a single *mutable* object. + + +.. nextslide:: Mutable Default Argument + +Watch out especially for passing mutable objects as default values for function parameters: + +.. code-block:: ipython + + In [71]: def accumulator(count, list=[]): + ....: for i in range(count): + ....: list.append(i) + ....: return list + ....: + In [72]: accumulator(5) + Out[72]: [0, 1, 2, 3, 4] + In [73]: accumulator(7) + Out[73]: [0, 1, 2, 3, 4, 0, 1, 2, 3, 4, 5, 6] + + +Mutable Sequence Methods +======================== + +.. rst-class:: left + +In addition to all the methods supported by sequences we've seen above, mutable sequences (the List), have a number of other methods that are +used to change the list. + +You can find all these in the Standard Library Documentation: + +https://docs.python.org/3/library/stdtypes.html#typesseq-mutable + +Assignment +----------- + +You've already seen changing a single element of a list by assignment. + +Pretty much the same as "arrays" in most languages: + +.. code-block:: ipython + + In [100]: list = [1, 2, 3] + In [101]: list[2] = 10 + In [102]: list + Out[102]: [1, 2, 10] + + +Growing the List +---------------- + +``.append()``, ``.insert()``, ``.extend()`` + +.. code-block:: ipython + + In [74]: food = ['spam', 'eggs', 'ham'] + In [75]: food.append('sushi') + In [76]: food + Out[76]: ['spam', 'eggs', 'ham', 'sushi'] + In [77]: food.insert(0, 'beans') + In [78]: food + Out[78]: ['beans', 'spam', 'eggs', 'ham', 'sushi'] + In [79]: food.extend(['bread', 'water']) + In [80]: food + Out[80]: ['beans', 'spam', 'eggs', 'ham', 'sushi', 'bread', 'water'] + + +.. nextslide:: More on Extend + +You can pass any sequence to ``.extend()``: + +.. code-block:: ipython + + In [85]: food + Out[85]: ['beans', 'spam', 'eggs', 'ham', 'sushi', 'bread', 'water'] + In [86]: food.extend('spaghetti') + In [87]: food + Out[87]: + ['beans', 'spam', 'eggs', 'ham', 'sushi', 'bread', 'water', + 's', 'p', 'a', 'g', 'h', 'e', 't', 't', 'i'] + + +Shrinking the List +------------------ + +``.pop()``, ``.remove()`` + +.. code-block:: ipython + + In [203]: food = ['spam', 'eggs', 'ham', 'toast'] + In [204]: food.pop() + Out[204]: 'toast' + In [205]: food.pop(0) + Out[205]: 'spam' + In [206]: food + Out[206]: ['eggs', 'ham'] + In [207]: food.remove('ham') + In [208]: food + Out[208]: ['eggs'] + +.. nextslide:: Removing Chunks of a List + +You can also delete *slices* of a list with the ``del`` keyword: + +.. code-block:: ipython + + In [92]: nums = range(10) + In [93]: nums + Out[93]: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9] + In [94]: del nums[1:6:2] + In [95]: nums + Out[95]: [0, 2, 4, 6, 7, 8, 9] + In [96]: del nums[-3:] + In [97]: nums + Out[97]: [0, 2, 4, 6] + + +Copying Lists +------------- + +You can make copies of part of a list using *slicing*: + +.. code-block:: ipython + + In [227]: food = ['spam', 'eggs', 'ham', 'sushi'] + In [228]: some_food = food[1:3] + In [229]: some_food[1] = 'bacon' + In [230]: food + Out[230]: ['spam', 'eggs', 'ham', 'sushi'] + In [231]: some_food + Out[231]: ['eggs', 'bacon'] + +If you provide *no* arguments to the slice, it makes a copy of the entire list: + +.. code-block:: ipython + + In [232]: food + Out[232]: ['spam', 'eggs', 'ham', 'sushi'] + In [233]: food2 = food[:] + In [234]: food is food2 + Out[234]: False + + +.. nextslide:: Shallow Copies + +The copy of a list made this way is a *shallow copy*. + +The list is itself a new object, but the objects it contains are not. + +*Mutable* objects in the list can be mutated in both copies: + +.. code-block:: ipython + + In [249]: food = ['spam', ['eggs', 'ham']] + In [251]: food_copy = food[:] + In [252]: food[1].pop() + Out[252]: 'ham' + In [253]: food + Out[253]: ['spam', ['eggs']] + In [256]: food.pop(0) + Out[256]: 'spam' + In [257]: food + Out[257]: [['eggs']] + In [258]: food_copy + Out[258]: ['spam', ['eggs']] + + +.. nextslide:: Copies Solve Problems + +Consider this common pattern: + +.. code-block:: python + + for x in somelist: + if should_be_removed(x): + somelist.remove(x) + +This looks benign enough, but changing a list while you are iterating over it can be the cause of some pernicious bugs. + +.. nextslide:: The Problem + +For example: + +.. code-block:: ipython + + In [27]: l = list(range(10)) + In [28]: l + Out[28]: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9] + In [29]: for item in l: + ....: l.remove(item) + ....: + In [30]: l + Out[30]: [1, 3, 5, 7, 9] + +Was that what you expected? + +.. nextslide:: The Solution + +Iterate over a copy, and mutate the original: + +.. code-block:: ipython + + In [33]: l = list(range(10)) + + In [34]: for item in l[:]: + ....: l.remove(item) + ....: + In [35]: l + Out[35]: [] + + +.. nextslide:: Just Say It, Already + +Okay, so we've done this a bunch already, but let's state it out loud. + +You can iterate over a sequence. + +.. code-block:: python + + for element in sequence: + do_something(element) + +which is what we mean when we say a sequence is an "iterable". + +Again, we'll touch more on this in a short while, but first a few more words about Lists and Tuples. + + +Miscellaneous List Methods +-------------------------- + + +These methods change a list in place and are not available on immutable sequence types. + +``.reverse()`` + +.. code-block:: ipython + + In [129]: food = ['spam', 'eggs', 'ham'] + In [130]: food.reverse() + In [131]: food + Out[131]: ['ham', 'eggs', 'spam'] + +``.sort()`` + +.. code-block:: ipython + + In [132]: food.sort() + In [133]: food + Out[133]: ['eggs', 'ham', 'spam'] + +Because these methods mutate the list in place, they have a return value of ``None`` + + +.. nextslide:: Custom Sorting + +``.sort()`` can take an optional ``key`` parameter. + +It should be a function that takes one parameter (list items one at a time) and returns something that can be used for sorting: + +.. code-block:: ipython + + In [137]: def third_letter(string): + .....: return string[2] + .....: + In [138]: food.sort(key=third_letter) + In [139]: food + Out[139]: ['spam', 'eggs', 'ham'] + + + +List Performance +---------------- + +.. rst-class:: build + +* indexing is fast and constant time: O(1) +* ``x in l`` is proportional to n: O(n) +* visiting all is proportional to n: O(n) +* operating on the end of list is fast and constant time: O(1) + + * append(), pop() + +* operating on the front (or middle) of the list depends on n: O(n) + + * ``pop(0)``, ``insert(0, v)`` + * But, reversing is fast. ``Also, collections.deque`` + + http://wiki.python.org/moin/TimeComplexity + + +Choosing Lists or Tuples +------------------------ + +Here are a few guidelines on when to choose a list or a tuple: + +* If it needs to mutable: list + +* If it needs to be immutable: tuple + + * (safety when passing to a function) + +Otherwise ... taste and convention + + +Convention +----------- + + +Lists are Collections (homogeneous): +-- contain values of the same type +-- simplifies iterating, sorting, etc + +tuples are mixed types: +-- Group multiple values into one logical thing +-- Kind of like simple C structs. + + +Other Considerations +-------------------- + +.. rst-class:: build + +* Do the same operation to each element? + + * list + +* Small collection of values which make a single logical item? + + * tuple + +* To document that these values won't change? + + * tuple + +* Build it iteratively? + + * list + +* Transform, filter, etc? + + * list + + +More Documentation +------------------ + +For more information, read the list docs: + +https://docs.python.org/3.5/library/stdtypes.html#mutable-sequence-types + +(actually any mutable sequence....) + +LAB +==== + +List Lab +--------- + +Let's play a bit with Python lists... + +:ref:`exercise_list_lab` + + + +Lightning Talk +--------------- + +| +| Robert Alford +| + + +Iteration +========= + +.. rst-class:: build + +Repetition, Repetition, Repetition, Repe... + + +For Loops +--------- + +We've seen simple iteration over a sequence with ``for ... in``: + +.. code-block:: ipython + + In [170]: for x in "a string": + .....: print(x) + .....: + a + s + t + r + i + n + g + + +.. nextslide:: No Indexing Required + +Contrast this with other languages, where you must build and use an ``index``: + +.. code-block:: javascript + + for(var i = 0; i < arr.length; i++) { + var value = arr[i]; + alert(i + ") " + value); + +If you *do* need an index, you can use ``enumerate``: + +.. code-block:: ipython + + In [140]: for idx, letter in enumerate('Python'): + .....: print(idx, letter, end=' ') + .....: + 0 P 1 y 2 t 3 h 4 o 5 n + + +``range`` and ``for`` Loops +--------------------------- + +The ``range`` builtin is useful for looping a known number of times: + +.. code-block:: ipython + + In [171]: for i in range(5): + .....: print(i) + .....: + 0 + 1 + 2 + 3 + 4 + +But you don't really need to do anything at all with ``i`` + +.. nextslide:: + +In fact, it's a common convension to make this clear with a "nothing" name: + +.. code-block:: ipython + + In [21]: for __ in range(5): + ....: print("*") + ....: + * + * + * + * + * + + +.. nextslide:: No Namespace + +Be alert that a loop does not create a local namespace: + +.. code-block:: ipython + + In [172]: x = 10 + In [173]: for x in range(3): + .....: pass + .....: + In [174]: x + Out[174]: 2 + + +.. nextslide:: Loop Control + +Sometimes you want to interrupt or alter the flow of control through a loop. + +Loops can be controlled in two ways, with ``break`` and ``continue`` + + +.. nextslide:: Break + +The ``break`` keyword will cause a loop to immediately terminate: + +.. code-block:: ipython + + In [141]: for i in range(101): + .....: print(i) + .....: if i > 50: + .....: break + .....: + 0 1 2 3 4 5... 46 47 48 49 50 51 + +.. nextslide:: Continue + +The ``continue`` keyword will skip later statements in the loop block, but +allow iteration to continue: + +.. code-block:: ipython + + In [143]: for in in range(101): + .....: if i > 50: + .....: break + .....: if i < 25: + .....: continue + .....: print(i, end=' ') + .....: + 25 26 27 28 29 ... 41 42 43 44 45 46 47 48 49 50 + +.. nextslide:: else + +For loops can also take an optional ``else`` block. + +Executed only when the loop exits normally (not via break): + +.. code-block:: ipython + + In [147]: for x in range(10): + .....: if x == 11: + .....: break + .....: else: + .....: print('finished') + finished + In [148]: for x in range(10): + .....: if x == 5: + .....: print(x) + .....: break + .....: else: + .....: print('finished') + 5 + +This is a really nice unique Python feature! + +While Loops +----------- + +The ``while`` keyword is for when you don't know how many loops you need. + +It continues to execute the body until condition is not ``True``:: + + while a_condition: + some_code + in_the_body + +.. nextslide:: ``while`` vs. ``for`` + +``while`` is more general than ``for`` + +-- you can always express ``for`` as ``while``, but not always vice-versa. + +``while`` is more error-prone -- requires some care to terminate + +loop body must make progress, so condition can become ``False`` + +potential error -- infinite loops: + +.. code-block:: python + + i = 0; + while i < 5: + print(i) + + +.. nextslide:: Terminating a while Loop + +Use ``break``: + +.. code-block:: ipython + + In [150]: while True: + .....: i += 1 + .....: if i > 10: + .....: break + .....: print(i) + .....: + 1 2 3 4 5 6 7 8 9 10 + +.. nextslide:: Terminating a while Loop + +Set a flag: + +.. code-block:: ipython + + In [156]: import random + In [157]: keep_going = True + In [158]: while keep_going: + .....: num = random.choice(range(5)) + .....: print(num) + .....: if num == 3: + .....: keep_going = False + .....: + 3 + +.. nextslide:: Terminating a While Loop + +Use a condition: + +.. code-block:: ipython + + In [161]: while i < 10: + .....: i += random.choice(range(4)) + .....: print(i) + .....: + 0 0 2 3 4 6 8 8 8 9 12 + + +Similarities +------------ + +Both ``for`` and ``while`` loops can use ``break`` and ``continue`` for +internal flow control. + +Both ``for`` and ``while`` loops can have an optional ``else`` block + +In both loops, the statements in the ``else`` block are only executed if the +loop terminates normally (no ``break``) + + +String Features +================ + +.. rst-class:: center large + + Fun with Strings + +Strings +--------- + +A string literal creates a string type + +(we've seen this already...) + +:: + + "this is a string" + + 'So is this' + + """and this also""" + +You can also use ``str()`` + +.. code-block:: ipython + + In [256]: str(34) + Out[256]: '34' + +(demo) + + +String Methods +=============== + +String objects have a lot of methods. + +Here are just a few: + +String Manipulations +--------------------- + +``split`` and ``join``: + +.. code-block:: ipython + + In [167]: csv = "comma, separated, values" + In [168]: csv.split(', ') + Out[168]: ['comma', 'separated', 'values'] + In [169]: psv = '|'.join(csv.split(', ')) + In [170]: psv + Out[170]: 'comma|separated|values' + + +Case Switching +-------------- + +.. code-block:: ipython + + In [171]: sample = 'A long string of words' + In [172]: sample.upper() + Out[172]: 'A LONG STRING OF WORDS' + In [173]: sample.lower() + Out[173]: 'a long string of words' + In [174]: sample.swapcase() + Out[174]: 'a LONG STRING OF WORDS' + In [175]: sample.title() + Out[175]: 'A Long String Of Words' + + +Testing +-------- + +.. code-block:: ipython + + In [181]: number = "12345" + In [182]: number.isnumeric() + Out[182]: True + In [183]: number.isalnum() + Out[183]: True + In [184]: number.isalpha() + Out[184]: False + In [185]: fancy = "Th!$ $tr!ng h@$ $ymb0l$" + In [186]: fancy.isalnum() + Out[186]: False + + +String Literals +----------------- + +Common Escape Sequences:: + + \\ Backslash (\) + \a ASCII Bell (BEL) + \b ASCII Backspace (BS) + \n ASCII Linefeed (LF) + \r ASCII Carriage Return (CR) + \t ASCII Horizontal Tab (TAB) + \ooo Character with octal value ooo + \xhh Character with hex value hh + +for example -- for tab-separted values: + +.. code-block:: ipython + + In [25]: s = "these\tare\tseparated\tby\ttabs" + + In [26]: print(s) + these are separated by tabs + +https://docs.python.org/3/reference/lexical_analysis.html#string-and-bytes-literals +https://docs.python.org/3/library/stdtypes.html#string-methods + +Raw Strings +------------ + +Add an ``r`` in front of the string literal: + +Escape Sequences Ignored + +.. code-block:: ipython + + In [408]: print("this\nthat") + this + that + In [409]: print(r"this\nthat") + this\nthat + +**Gotcha** + +.. code-block:: ipython + + In [415]: r"\" + SyntaxError: EOL while scanning string literal + +(handy for regex, windows paths...) + + +Ordinal values +-------------- + +Characters in strings are stored as numeric values: + +* "ASCII" values: 1-127 + +* Unicode values -- 1 - 1,114,111 (!!!) + +To get the value: + +.. code-block:: ipython + + In [109]: for i in 'Chris': + .....: print(ord(i), end=' ') + 67 104 114 105 115 + In [110]: for i in (67,104,114,105,115): + .....: print(chr(i), end='') + Chris + +(these days, stick with ASCII, or use full Unicode: more on that in a few weeks) + + +Building Strings +----------------- + +You can, but please don't do this: + +.. code-block:: python + + 'Hello ' + name + '!' + +(I know -- we did that in the grid_printing excercise) + +Do this instead: + +.. code-block:: python + + 'Hello {}!'.format(name) + +It's much faster and safer, and easier to modify as code gets complicated. + +https://docs.python.org/3/library/string.html#string-formatting + +Old and New string formatting +----------------------------- + +back in early python days, there was the string formatting operator: ``%`` + +.. code-block:: python + + " a string: %s and a number: %i "%("text", 45) + +This is very similar to C-style string formatting (`sprintf`). + +It's still around, and handy --- but ... + +The "new" ``format()`` method is more powerful and flexible, so we'll focus on that in this class. + +.. nextslide:: String Formatting + +The string ``format()`` method: + +.. code-block:: ipython + + In [62]: "A decimal integer is: {:d}".format(34) + Out[62]: 'A decimal integer is: 34' + + In [63]: "a floating point is: {:f}".format(34.5) + Out[63]: 'a floating point is: 34.500000' + + In [64]: "a string is the default: {}".format("anything") + Out[64]: 'a string is the default: anything' + + +Multiple placeholders: +----------------------- + +.. code-block:: ipython + + In [65]: "the number is {} is {}".format('five', 5) + Out[65]: 'the number is five is 5' + + In [66]: "the first 3 numbers are {}, {}, {}".format(1,2,3) + Out[66]: 'the first 3 numbers are 1, 2, 3' + +The counts must agree: + +.. code-block:: ipython + + In [67]: "string with {} formatting {}".format(1) + --------------------------------------------------------------------------- + IndexError Traceback (most recent call last) + in () + ----> 1 "string with {} formatting {}".format(1) + + IndexError: tuple index out of range + + +Named placeholders: +------------------- + +.. code-block:: ipython + + + In [69]: "Hello, {name}, whaddaya know?".format(name="Joe") + Out[69]: 'Hello, Joe, whaddaya know?' + +You can use values more than once, and skip values: + +.. code-block:: ipython + + In [73]: "Hi, {name}. Howzit, {name}?".format(name='Bob') + Out[73]: 'Hi, Bob. Howzit, Bob?' + +.. nextslide:: + +The format operator works with string variables, too: + +.. code-block:: ipython + + In [80]: s = "{:d} / {:d} = {:f}" + + In [81]: a, b = 12, 3 + + In [82]: s.format(a, b, a/b) + Out[82]: '12 / 3 = 4.000000' + +So you can dynamically build a format string + +Complex Formatting +------------------ + +There is a complete syntax for specifying all sorts of options. + +It's well worth your while to spend some time getting to know this +`formatting language`_. You can accomplish a great deal just with this. + +.. _formatting language: https://docs.python.org/3/library/string.html#format-specification-mini-language + + +One Last Trick +--------------- + +.. rst-class:: left + +For some of the exercises, you'll need to interact with a user at the +command line. + +There's a nice built in function to do this - ``input``: + +.. code-block:: ipython + + In [85]: fred = input('type something-->') + type something-->I've typed something + + In [86]: print(fred) + I've typed something + +This will display a prompt to the user, allowing them to input text and +allowing you to bind that input to a symbol. + + +String Formatting LAB +===================== + +Let's play with these a bit: + +:ref:`exercise_string_formatting` + +Homework +======== + +Task 1 +------ + +Finish the List Lab from class + +Finish the string formatting lab + +Task 2 +------ + +.. rst-class:: mlarge + +ROT13 + +:ref:`exercise_rot13` + +Task 3 +------ + +.. rst-class:: mlarge + +Mail Room + +:ref:`exercise_mailroom` + +Reading +------- + +Think Python: Chapters 11, 13, 14 + +Learn Python the Hard way: 15-17, 39 + +Dive Into Python3: Sections 2.6, 2.7, 11 + +Next Week: +=========== + +.. rst-class:: mlarge + + **Lightning talks next week:** + +Andrey Gusev + +Cheryl Ohashi + +Maxwell MacCamy + + + + + + diff --git a/_sources/session04.txt b/_sources/session04.txt new file mode 100644 index 00000000..21706665 --- /dev/null +++ b/_sources/session04.txt @@ -0,0 +1,1013 @@ +.. include:: include.rst + +******************************************* +Session Four: Dictionaries, Sets, and Files +******************************************* + + +================ +Review/Questions +================ + +Review of Previous Classes +-------------------------- + + * Sequences + + - Slicing + - Lists + - Tuples + - tuple vs lists - which to use? + + * interating + + - for + - while + + - break and continue + + - else with loops + +Any questions? + +Lightning Talks Today: +---------------------- + +.. rst-class:: mlarge + + Andrey Gusev + + Cheryl Ohashi + + Maxwell MacCamy + + +============================== +Handy hints for/from Homework +============================== + +.. rst-class:: mlarge + + You almost never need to loop through the indexes of a sequence + +nifty for loop tricks +--------------------- + +**tuple unpacking:** + +remember this? + +.. code-block:: python + + x, y = 3, 4 + +You can do that in a for loop, also: + +.. code-block:: ipython + + In [4]: l = [(1, 2), (3, 4), (5, 6)] + + In [5]: for i, j in l: + print("i:%i, j:%i"%(i, j)) + + i:1, j:2 + i:3, j:4 + i:5, j:6 + +(Mailroom example) + + +Looping through two loops at once: +---------------------------------- + +.. rst-class:: mlarge + + ``zip`` + +.. code-block:: ipython + + In [10]: l1 = [1, 2, 3] + + In [11]: l2 = [3, 4, 5] + + In [12]: for i, j in zip(l1, l2): + ....: print("i:%i, j:%i"%(i, j)) + ....: + i:1, j:3 + i:2, j:4 + i:3, j:5 + +Can be more than two: + +.. code-block:: python + + for i, j, k, l in zip(l1, l2, l3, l4): + + +Need the index and the item? +---------------------------- + +.. rst-class:: mlarge + + ``enumerate`` + +.. code-block:: ipython + + In [2]: l = ['this', 'that', 'the other'] + + In [3]: for i, item in enumerate(l): + ...: print("the %ith item is: %s"%(i, item)) + ...: + the 0th item is: this + the 1th item is: that + the 2th item is: the other + + + +Homework Comments +----------------- + +Building up a long string. + +The obvious thing to do is something like:: + + msg = "" + for piece in list_of_stuff: + msg += piece + +But: strings are immutable -- python needs to create a new string each time you add a piece -- not efficient:: + + msg = [] + for piece in list_of_stuff: + msg.append(piece) + " ".join(msg) + +appending to lists is efficient -- and so is the join() method of strings. + +.. nextslide:: + +.. rst-class:: center mlarge + +You can put a mutable item in an immutable object! + +(demo) + +.. nextslide:: A couple small things: + +| +| Use string formatting +| +| The ``sum()`` function +| +| Deleting from list (list_lab) +| + +.. nextslide:: + +What is ``assert`` for? + +Testing -- NOT for issues expected to happen operationally:: + + assert m >= 0 + +in operational code should be:: + + if m < 0: + raise ValueError + +I'll cover next week ... + +(Asserts get ignored if optimization is turned on!) + + +================= +A little warm up +================= + +Fun with strings +------------------ + +* Rewrite: ``the first 3 numbers are: %i, %i, %i"%(1,2,3)`` + + - for an arbitrary number of numbers... + + +===================== +Dictionaries and Sets +===================== + +Dictionary +---------- +Python calls it a ``dict`` + +Other languages call it: + + * dictionary + * associative array + * map + * hash table + * hash + * key-value pair + + +Dictionary Constructors +----------------------- +.. code-block:: python + + >>> {'key1': 3, 'key2': 5} + {'key1': 3, 'key2': 5} + + >>> dict([('key1', 3),('key2', 5)]) + {'key1': 3, 'key2': 5} + + >>> dict(key1=3, key2= 5) + {'key1': 3, 'key2': 5} + + >>> d = {} + >>> d['key1'] = 3 + >>> d['key2'] = 5 + >>> d + {'key1': 3, 'key2': 5} + +Dictionary Indexing +------------------- +:: + + >>> d = {'name': 'Brian', 'score': 42} + + >>> d['score'] + 42 + + >>> d = {1: 'one', 0: 'zero'} + + >>> d[0] + 'zero' + + >>> d['non-existing key'] + Traceback (most recent call last): + File "", line 1, in + KeyError: 'non-existing key' + + +.. nextslide:: + +Keys can be any immutable: + + * number + * string + * tuple + +.. code-block:: ipython + + In [325]: d[3] = 'string' + In [326]: d[3.14] = 'pi' + In [327]: d['pi'] = 3.14 + In [328]: d[ (1,2,3) ] = 'a tuple key' + In [329]: d[ [1,2,3] ] = 'a list key' + TypeError: unhashable type: 'list' + + +Actually -- any "hashable" type. + + +.. nextslide:: Hashing + +Hash functions convert arbitrarily large data to a small proxy (usually int) + +Always return the same proxy for the same input + +MD5, SHA, etc + +Dictionaries hash the key to an integer proxy and use it to find the key and value. + +Key lookup is efficient because the hash function leads directly to a bucket with very few keys (often just one) + +What would happen if the proxy changed after storing a key? + +Hashability requires immutability + +Key lookup is very efficient + +Same average time regardless of size + + +.. nextslide:: Dictionary indexing + + +Note: Python name look-ups are implemented with dict -- it's highly optimized + +Key to value: + + * lookup is one way + +Value to key: + + * requires visiting the whole dict + +If you need to check dict values often, create another dict or set + +(up to you to keep them in sync) + + +Dictionary Ordering (not) +------------------------- + + +Dictionaries have no defined order + +.. code-block:: ipython + + In [352]: d = {'one':1, 'two':2, 'three':3} + In [353]: d + Out[353]: {'one': 1, 'three': 3, 'two': 2} + In [354]: d.keys() + Out[354]: dict_keys(['three', 'two', 'one']) + +Dictionary Iterating +-------------------- + +``for`` iterates over the keys + +.. code-block:: ipython + + In [15]: d = {'name': 'Brian', 'score': 42} + + In [16]: for x in d: + print(x) + ....: + score + name + + +(note the different order...) + +dict keys and values +-------------------- + +.. code-block:: ipython + + In [20]: d = {'name': 'Brian', 'score': 42} + + In [21]: d.keys() + Out[21]: dict_keys(['score', 'name']) + + In [22]: d.values() + Out[22]: dict_values([42, 'Brian']) + + In [23]: d.items() + Out[23]: dict_items([('score', 42), ('name', 'Brian')]) + + +dict keys and values +-------------------- + +Iterating on everything + +.. code-block:: ipython + + In [26]: d = {'name': 'Brian', 'score': 42} + + In [27]: for k, v in d.items(): + print("%s: %s" % (k,v)) + ....: + score: 42 + name: Brian + + +Dictionary Performance +----------------------- + + * indexing is fast and constant time: O(1) + + * ``x in s`` constant time: O(1) + + * visiting all is proportional to n: O(n) + + * inserting is constant time: O(1) + + * deleting is constant time: O(1) + + + http://wiki.python.org/moin/TimeComplexity + + +Other dict operations: +---------------------- + +See them all here: + +https://docs.python.org/3/library/stdtypes.html#mapping-types-dict + +Is it in there? + +.. code-block:: ipython + + In [5]: d + Out[5]: {'that': 7, 'this': 5} + + In [6]: 'that' in d + Out[6]: True + + In [7]: 'this' not in d + Out[7]: False + +Containment is on the keys. + +.. nextslide:: + +Getting something: (like indexing) + +.. code-block:: ipython + + In [9]: d.get('this') + Out[9]: 5 + +But you can specify a default + +.. code-block:: ipython + + In [11]: d.get('something', 'a default') + Out[11]: 'a default' + +Never raises an Exception (default default is None) + +.. nextslide:: + +iterating + +.. code-block:: ipython + + In [13]: for item in d: + ....: print(item) + ....: + this + that + +which is equivalent to, but faster than: + +.. code-block:: ipython + + In [15]: for key in d.keys(): + print(key) + ....: + this + that + +.. nextslide:: + +but to get values, must specify you want values: + +.. code-block:: ipython + + In [16]: for val in d.values(): + print(val) + ....: + 5 + 7 + + +.. nextslide:: + +"Popping": getting the value while removing it + +pop out a particular key + +.. code-block:: ipython + + In [19]: d.pop('this') + Out[19]: 5 + + In [20]: d + Out[20]: {'that': 7} + +pop out an arbitrary key, value pair + +.. code-block:: ipython + + In [23]: d.popitem() + Out[23]: ('that', 7) + + In [24]: d + Out[24]: {} + +.. nextslide:: + +This one is handy: + +``setdefault(key[, default])`` + +gets the value if it's there, sets it if it's not + +.. code-block:: ipython + + In [27]: d.setdefault('something', 'a value') + Out[27]: 'a value' + + In [28]: d + Out[28]: {'something': 'a value'} + + +.. nextslide:: + +Assignment maintains link to the original dict + +.. code-block:: ipython + + In [47]: d + Out[47]: {'something': 'a value'} + + In [48]: item_view = d + + In [49]: d['something else'] = 'another value' + + In [50]: item_view + Out[50]: {'something': 'a value', 'something else': 'another value'} + + +.. nextslide:: + +Use explicit copy method to get a copy + +.. code-block:: ipython + + In [51] item_copy = d.copy() + + In [52]: d['another thing'] = 'different value' + + In [53]: d + Out[53]: + {'another thing': 'different value', + 'something': 'a value', + 'something else': 'another value'} + + In [54]: item_copy + Out[54]: {'something': 'a value', 'something else': 'another value'} + + +Sets +----- + +``set`` is an unordered collection of distinct values + +Essentially a dict with only keys + +Set Constructors + +.. code-block:: ipython + + >>> set() + set() + + >>> set([1, 2, 3]) + {1, 2, 3} + + >>> {1, 2, 3} + {1, 2, 3} + + >>> s = set() + + >>> s.update([1, 2, 3]) + >>> s + {1, 2, 3} + + +Set Properties +--------------- + +``Set`` members must be hashable + +Like dictionary keys -- and for same reason (efficient lookup) + +No indexing (unordered) + +.. code-block:: ipython + + >>> s[1] + Traceback (most recent call last): + File "", line 1, in + TypeError: 'set' object does not support indexing + + +Set Methods +----------- + +.. code-block:: ipython + + >> s = set([1]) + >>> s.pop() # an arbitrary member + 1 + >>> s.pop() + Traceback (most recent call last): + File "", line 1, in + KeyError: 'pop from an empty set' + >>> s = set([1, 2, 3]) + >>> s.remove(2) + >>> s.remove(2) + Traceback (most recent call last): + File "", line 1, in + KeyError: 2 + +.. nextslide:: + +All the "set" operations from math class... + +.. code-block:: python + + s.isdisjoint(other) + + s.issubset(other) + + s.union(other, ...) + + s.intersection(other, ...) + + s.difference(other, ...) + + s.symmetric_difference( other, ...) + +Frozen Set +---------- + +Another kind of set: ``frozenset`` + +immutable -- for use as a key in a dict +(or another set...) + +.. code-block:: python + + >>> fs = frozenset((3,8,5)) + >>> fs.add(9) + Traceback (most recent call last): + File "", line 1, in + AttributeError: 'frozenset' object has no attribute 'add' + + +LAB: Dictionaries and Sets lab +============================== + +Have some fun with dictionaries and sets! + +:ref:`exercise_dict_lab` + + +Lightning Talk +-------------- + +| +| Maxwell MacCamy +| + + +======================== +File Reading and Writing +======================== + +Files +----- + +Text Files + +.. code-block:: python + + f = open('secrets.txt') + secret_data = f.read() + f.close() + +``secret_data`` is a string + +NOTE: these days, you probably need to use Unicode for text -- we'll get to that next week + +.. nextslide:: + +Binary Files + +.. code-block:: python + + f = open('secrets.bin', 'rb') + secret_data = f.read() + f.close() + +``secret_data`` is a byte string + +(with arbitrary bytes in it -- well, not arbitrary -- whatever is in the file.) + +(See the ``struct`` module to unpack binary data ) + + +.. nextslide:: + + +File Opening Modes + +.. code-block:: python + + f = open('secrets.txt', [mode]) + 'r', 'w', 'a' + 'rb', 'wb', 'ab' + r+, w+, a+ + r+b, w+b, a+b + + +These follow the Unix conventions, and aren't all that well documented +in the Python docs. But these BSD docs make it pretty clear: + +http://www.manpagez.com/man/3/fopen/ + +**Gotcha** -- 'w' modes always clear the file + +.. nextslide:: Text File Notes + +Text is default + + * Newlines are translated: ``\r\n -> \n`` + * -- reading and writing! + * Use \*nix-style in your code: ``\n`` + + +Gotcha: + + * no difference between text and binary on \*nix + * breaks on Windows + + +File Reading +------------ + +Reading part of a file + +.. code-block:: python + + header_size = 4096 + f = open('secrets.txt') + secret_header = f.read(header_size) + secret_rest = f.read() + f.close() + +.. nextslide:: + + +Common Idioms + +.. code-block:: python + + for line in open('secrets.txt'): + print(line) + +(the file object is an iterator!) + +.. code-block:: python + + f = open('secrets.txt') + while True: + line = f.readline() + if not line: + break + do_something_with_line() + +.. nextslide:: + +We will learn more about the keyword with later, but for now, just understand +the syntax and the advantage over the try-finally block: + +.. code-block:: python + + with open('workfile', 'r') as f: + read_data = f.read() + f.closed + True + + +File Writing +------------ + +.. code-block:: python + + outfile = open('output.txt', 'w') + for i in range(10): + outfile.write("this is line: %i\n"%i) + outfile.close() + + with open('output.txt', 'w'): + for i in range(10): + f.write("this is line: %i\n"%i) + + +File Methods +------------ + +Commonly Used Methods + +.. code-block:: python + + f.read() f.readline() f.readlines() + + f.write(str) f.writelines(seq) + + f.seek(offset) f.tell() # for binary files, mostly + + f.close() + +StringIO +-------- + +.. code-block:: python + + In [417]: import io + In [420]: f = io.StringIO() + In [421]: f.write("somestuff") + In [422]: f.seek(0) + In [423]: f.read() + Out[423]: 'somestuff' + Out[424]: stuff = f.getvalue() + Out[425]: f.close() + +(handy for testing file handling code...) + +There is also cStringIO -- a bit faster. + +.. code-block:: python + + from cStringIO import StringIO + +===================== +Paths and Directories +===================== + +Paths +----- + +Paths are generally handled with simple strings (or Unicode strings) + +Relative paths: + +.. code-block:: python + + 'secret.txt' + './secret.txt' + +Absolute paths: + +.. code-block:: python + + '/home/chris/secret.txt' + + +Either work with ``open()`` , etc. + +(working directory only makes sense with command-line programs...) + +os module +---------- + +.. code-block:: python + + os.getcwd() + os.chdir(path) + os.path.abspath() + os.path.relpath() + + +.. nextslide:: os.path module + +.. code-block:: python + + os.path.split() + os.path.splitext() + os.path.basename() + os.path.dirname() + os.path.join() + + +(all platform independent) + +.. nextslide:: directories + +.. code-block:: python + + os.listdir() + os.mkdir() + os.walk() + +(higher level stuff in ``shutil`` module) + +pathlib +------- + +``pathlib`` is a package for handling paths in an OO way: + +http://pathlib.readthedocs.org/en/pep428/ + +All the stuff in os.path and more: + +.. code-block:: ipython + + In [64]: import pathlib + In [65]: pth = pathlib.Path('./') + In [66]: pth.is_dir() + Out[66]: True + In [67]: pth.absolute() + Out[67]: PosixPath('/Users/Chris/PythonStuff/UWPCE/IntroPython2015') + In [68]: for f in pth.iterdir(): + print(f) + junk2.txt + junkfile.txt + ... + +=== +LAB +=== + +Files Lab: If there is time. + +Files Lab +--------- + +In the class repo, in: + +``Examples\students.txt`` + +You will find the list I generated of all the students in the class, and +what programming languages they have used in the past. + +Write a little script that reads that file, and generates a list of all +the languages that have been used. + +Extra credit: keep track of how many students specified each language. + +If you've got git set up right, ``git pull upstream master`` should update +your repo. Otherwise, you can get it from gitHub: + +``https://github.com/UWPCE-PythonCert/IntroPython2015/blob/master/Examples/students.txt`` + + +========= +Homework +========= + +Recommended Reading: +--------------------- + * Dive Into Python: Chapt. 13,14 + +Assignments: +------------- + + * Finish the dict/sets lab + * Finish the Exceptions lab + * Coding kata: trigrams + * Paths and files + * Update mailroom with dicts and exceptions + + +Text and files and dicts, and... +--------------------------------- + +* Coding Kata 14 - Dave Thomas + + http://codekata.com/kata/kata14-tom-swift-under-the-milkwood/ + + and in this doc: + + :doc:`./exercises/kata_fourteen` + + and on github here + + http://uwpce-pythoncert.github.io/IntroToPython/exercises/kata_fourteen.html + +.. nextslide:: + +* Use The Adventures of Sherlock Holmes as input: + + :download:`./exercises/sherlock.txt` + + and on github here: + + http://uwpce-pythoncert.github.io/IntroToPython/_downloads/sherlock.txt + +* This is intentionally open-ended and underspecified. There are many interesting decisions to make. + +* Experiment with different lengths for the lookup key. (3 words, 4 words, 3 letters, etc) + + +Paths and File Processing +-------------------------- + +* write a program which prints the full path to all files in the current + directory, one per line + +* write a program which copies a file from a source, to a destination + (without using shutil, or the OS copy command) + + - advanced: make it work for any size file: i.e. don't read the entire + contents of the file into memory at once. + + - Note that if you want it to do any kind of file, you need to open the files in binary mode: + ``open(filename, 'rb')`` (or ``'wb'`` for writing.) + +* update mailroom from last week to: + + - Use dicts where appropriate + - Write a full set of letters to everyone to individual files on disk + - See if you can use a dict to switch between the users selections + - Try to use a dict and the .format() method to do the letter as one + big template -- rather than building up a big string in parts. + diff --git a/_sources/session05.txt b/_sources/session05.txt new file mode 100644 index 00000000..74287d5a --- /dev/null +++ b/_sources/session05.txt @@ -0,0 +1,874 @@ +.. include:: include.rst + +************************************************* +Session Five: Exceptions, Testing, Comprehensions +************************************************* + +====================== +Lightning Talks Today: +====================== + +.. rst-class:: medium + + Michael Cimino + + Pei Lin + + Tiffany Ku + +================ +Review/Questions +================ + +Review of Previous Class +------------------------ + + * Dictionaries + * Sets + * File processing, etc. + +.. nextslide:: + +.. rst-class:: center large + + How many of you finished ALL the homework? + +.. nextslide:: + +.. rst-class:: center large + + Sorry about that! + +.. nextslide:: + +.. rst-class:: medium + + * That was a lot. + +.. rst-class:: medium + +.. rst-class:: build + + * But it's all good stuff. + + * I'll take time to go over it in class. + + +Homework review +--------------- + +Homework Questions? + +My Solutions to all the exercises in the class repo in: + +``Solutions/Session04`` + +A few tidbits .... + +Sorting stuff in dictionaries: +------------------------------- + +dicts aren't sorted, so what if you want to do something in a sorted way? + +The "standard" way: + +.. code-block:: python + + for key in sorted(d.keys()): + ... + +Other options: + +.. code-block:: python + + collections.OrderedDict + +Also other nifty stuff in the ``collections`` module: + +https://docs.python.org/3.5/library/collections.html + + +PEP 8 reminder +-------------- + +PEP 8 (Python Enhancement Proposal 8): https://www.python.org/dev/peps/pep-0008/ + +Is the "official" style guide for Python code. + +Strictly speaking, you only need to follow it for code in the standard library. + +But style matters -- consistent style makes your code easier to read and understand. + +So **follow PEP 8** + +*Exception* -- if you have a company style guide follow that instead. + +try the "pep8" module on your code:: + + $ python3 -m pip install pep8 + $ pep8 my_python_file + +(demo) + +Naming things... +---------------- + +It matters what names you give your variables. + +Python has rules about what it *allows* + +PEP8 has rules for style: capitalization, and underscores and all that. + +But you still get to decide within those rules. + +So use names that make sense to the reader. + +Naming Guidelines +----------------- + +Only use single-letter names for things with limited scope: indexes and teh like: + +.. code-block:: python + + for i, item in enumerate(a_sequence): + do_something(i, item) + +**Don't** use a name like "item", when there is a meaning to what the item is: + +.. code-block:: python + + for name in all_the_names: + do_something_with(name) + +Use plurals for collections of things: + +.. code-block:: python + + names = ['Fred', 'George', ...] + +.. nextslide:: + +**Do** re-use names when the use is essentially the same, and you don't need the old one: + +.. code-block:: python + + line = line.strip() + line = line.replace(",", " ") + .... + +Here's a nice talk about naming: + +http://pyvideo.org/video/3792/name-things-once-0 + + +Code Review +------------ + +.. rst-class:: center medium + +Anyone stuck or confused that's willing to volunteer for a live code review? + +My Solutions +------------- + +Anyone look at my solutions? + +(yeah, not much time for that...) + +Anything in particular you'd like me to go over? + +========== +Exceptions +========== + +A really nifty python feature -- really handy! + +Exceptions +---------- + +Another Branching structure: + +.. code-block:: python + + try: + do_something() + f = open('missing.txt') + process(f) # never called if file missing + except IOError: + print("couldn't open missing.txt") + +Exceptions +---------- +Never Do this: + +.. code-block:: python + + try: + do_something() + f = open('missing.txt') + process(f) # never called if file missing + except: + print "couldn't open missing.txt" + + +Exceptions +---------- + +Use Exceptions, rather than your own tests: + +Don't do this: + +.. code-block:: python + + do_something() + if os.path.exists('missing.txt'): + f = open('missing.txt') + process(f) # never called if file missing + +It will almost always work -- but the almost will drive you crazy + +.. nextslide:: + +Example from homework + +.. code-block:: python + + if num_in.isdigit(): + num_in = int(num_in) + +but -- ``int(num_in)`` will only work if the string can be converted to an integer. + +So you can do + +.. code-block:: python + + try: + num_in = int(num_in) + except ValueError: + print("Input must be an integer, try again.") + +Or let the Exception be raised.... + + +.. nextslide:: EAFP + + +"it's Easier to Ask Forgiveness than Permission" + + -- Grace Hopper + + +http://www.youtube.com/watch?v=AZDWveIdqjY + +(PyCon talk by Alex Martelli) + +.. nextslide:: Do you catch all Exceptions? + +For simple scripts, let exceptions happen. + +Only handle the exception if the code can and will do something about it. + +(much better debugging info when an error does occur) + + +Exceptions -- finally +--------------------- + +.. code-block:: python + + try: + do_something() + f = open('missing.txt') + process(f) # never called if file missing + except IOError: + print("couldn't open missing.txt") + finally: + do_some_clean-up + +The ``finally:`` clause will always run + + +Exceptions -- else +------------------- + +.. code-block:: python + + try: + do_something() + f = open('missing.txt') + except IOError: + print("couldn't open missing.txt") + else: + process(f) # only called if there was no exception + +Advantage: + +you know where the Exception came from + +Exceptions -- using them +------------------------ + +.. code-block:: python + + try: + do_something() + f = open('missing.txt') + except IOError as the_error: + print(the_error) + the_error.extra_info = "some more information" + raise + + +Particularly useful if you catch more than one exception: + +.. code-block:: python + + except (IOError, BufferError, OSError) as the_error: + do_something_with (the_error) + + +Raising Exceptions +------------------- + +.. code-block:: python + + def divide(a,b): + if b == 0: + raise ZeroDivisionError("b can not be zero") + else: + return a / b + + +when you call it: + +.. code-block:: ipython + + In [515]: divide (12,0) + ZeroDivisionError: b can not be zero + + +Built in Exceptions +------------------- + +You can create your own custom exceptions + +But... + +.. code-block:: python + + exp = \ + [name for name in dir(__builtin__) if "Error" in name] + len(exp) + 32 + + +For the most part, you can/should use a built in one + +.. nextslide:: + +Choose the best match you can for the built in Exception you raise. + +Example (from last week's exercises):: + + if (not isinstance(m, int)) or (not isinstance(n, int)): + raise ValueError + +Is it the *value* or the input the problem here? + +Nope: the *type* is the problem:: + + if (not isinstance(m, int)) or (not isinstance(n, int)): + raise TypeError + +but should you be checking type anyway? (EAFP) + +=== +LAB +=== + +Exceptions Lab: + +A number of you already did this -- so do it at home if you haven't + +:ref:`exercise_exceptions_lab` + + +Lightning Talks +---------------- + +.. rst-class:: medium + +| +| Michael Cimino +| +| +| Pei Lin +| + + +============================ +List and Dict Comprehensions +============================ + +List comprehensions +------------------- + +A bit of functional programming + +consider this common ``for`` loop structure: + +.. code-block:: python + + new_list = [] + for variable in a_list: + new_list.append(expression) + +This can be expressed with a single line using a "list comprehension" + +.. code-block:: python + + new_list = [expression for variable in a_list] + + +.. nextslide:: + +What about nested for loops? + +.. code-block:: python + + new_list = [] + for var in a_list: + for var2 in a_list2: + new_list.append(expression) + +Can also be expressed in one line: + +.. code-block:: python + + new_list = [exp for var in a_list for var2 in a_list2] + +You get the "outer product", i.e. all combinations. + +(demo) + +.. nextslide:: + +But usually you at least have a conditional in the loop: + +.. code-block:: python + + new_list = [] + for variable in a_list: + if something_is_true: + new_list.append(expression) + +You can add a conditional to the comprehension: + +.. code-block:: python + + new_list = [expr for var in a_list if something_is_true] + + +(demo) + +.. nextslide:: + +Examples: + +.. code-block:: ipython + + In [341]: [x**2 for x in range(3)] + Out[341]: [0, 1, 4] + + In [342]: [x+y for x in range(3) for y in range(5,7)] + Out[342]: [5, 6, 6, 7, 7, 8] + + In [343]: [x*2 for x in range(6) if not x%2] + Out[343]: [0, 4, 8] + + + +.. nextslide:: + +Remember this from earlier today? + +.. code-block:: python + + [name for name in dir(__builtin__) if "Error" in name] + ['ArithmeticError', + 'AssertionError', + 'AttributeError', + 'BufferError', + 'EOFError', + .... + + +Set Comprehensions +------------------ + +You can do it with sets, too: + +.. code-block:: python + + new_set = { value for variable in a_sequence } + + +same as for loop: + +.. code-block:: python + + new_set = set() + for key in a_list: + new_set.add(value) + + +.. nextslide:: + +Example: finding all the vowels in a string... + +.. code-block:: ipython + + In [19]: s = "a not very long string" + + In [20]: vowels = set('aeiou') + + In [21]: { l for l in s if l in vowels } + Out[21]: {'a', 'e', 'i', 'o'} + +Side note: why did I do ``set('aeiou')`` rather than just `aeiou` ? + + +Dict Comprehensions +------------------- + +Also with dictionaries + +.. code-block:: python + + new_dict = { key:value for variable in a_sequence} + + +same as for loop: + +.. code-block:: python + + new_dict = {} + for key in a_list: + new_dict[key] = value + + + +.. nextslide:: + +Example + +.. code-block:: ipython + + In [22]: { i: "this_%i"%i for i in range(5) } + Out[22]: {0: 'this_0', 1: 'this_1', 2: 'this_2', + 3: 'this_3', 4: 'this_4'} + + +(not as useful with the ``dict()`` constructor...) + +=== +LAB +=== + +List comps exercises: + +:ref:`exercise_comprehensions` + + + +Lightning Talk +---------------- + +.. rst-class:: medium + +| +| Tiffany Ku +| + + +======= +Testing +======= + +.. rst-class:: build left +.. container:: + + You've already seen some a very basic testing strategy. + + You've written some tests using that strategy. + + These tests were pretty basic, and a bit awkward in places (testing error + conditions in particular). + + .. rst-class:: centered + + **It gets better** + +Test Runners +------------ + +So far our tests have been limited to code in an ``if __name__ == "__main__":`` +block. + +.. rst-class:: build + +* They are run only when the file is executed +* They are always run when the file is executed +* You can't do anything else when the file is executed without running tests. + +.. rst-class:: build +.. container:: + + This is not optimal. + + Python provides testing systems to help. + + +Standard Library: ``unittest`` +------------------------------- + +The original testing system in Python. + +``import unittest`` + +More or less a port of ``Junit`` from Java + +A bit verbose: you have to write classes & methods + +(And we haven't covered that yet!) + + +Using ``unittest`` +------------------- + +You write subclasses of the ``unittest.TestCase`` class: + +.. code-block:: python + + # in test.py + import unittest + + class MyTests(unittest.TestCase): + def test_tautology(self): + self.assertEquals(1, 1) + +Then you run the tests by using the ``main`` function from the ``unittest`` +module: + +.. code-block:: python + + # in test.py + if __name__ == '__main__': + unittest.main() + +.. nextslide:: Testing Your Code + +This way, you can write your code in one file and test it from another: + +.. code-block:: python + + # in my_mod.py + def my_func(val1, val2): + return val1 * val2 + + # in test_my_mod.py + import unittest + from my_mod import my_func + + class MyFuncTestCase(unittest.TestCase): + def test_my_func(self): + test_vals = (2, 3) + expected = reduce(lambda x, y: x * y, test_vals) + actual = my_func(*test_vals) + self.assertEquals(expected, actual) + + if __name__ == '__main__': + unittest.main() + +.. nextslide:: Advantages of ``unittest`` + +.. rst-class:: build +.. container:: + + The ``unittest`` module is pretty full featured + + It comes with the standard Python distribution, no installation required. + + It provides a wide variety of assertions for testing all sorts of situations. + + It allows for a setup and tear down workflow both before and after all tests and before and after each test. + + It's well known and well understood. + +.. nextslide:: Disadvantages: + +.. rst-class:: build +.. container:: + + + It's Object Oriented, and quite heavy. + + - modeled after Java's ``junit`` and it shows... + + It uses the framework design pattern, so knowing how to use the features + means learning what to override. + + Needing to override means you have to be cautious. + + Test discovery is both inflexible and brittle. + + And there is no built-in parameterized testing. + +Other Options +------------- + +There are several other options for running tests in Python. + +* `Nose`: https://nose.readthedocs.org/ + +* `pytest`: http://pytest.org/latest/ + +* ... (many frameworks supply their own test runners) + +Both are very capable and widely used. I have a personal preference for pytest -- so we'll use it for this class + +Installing ``pytest`` +--------------------- + +The first step is to install the package: + +.. code-block:: bash + + $ python3 -m pip install pytest + +Once this is complete, you should have a ``py.test`` command you can run +at the command line: + +.. code-block:: bash + + $ py.test + +If you have any tests in your repository, that will find and run them. + +.. rst-class:: build +.. container:: + + **Do you?** + +Pre-existing Tests +------------------ + +Let's take a look at some examples. + +``IntroToPython\Examples\Session05`` + +`` $ py.test`` + +You can also run py.test on a particular test file: + +``py.test test_this.py`` + +The results you should have seen when you ran ``py.test`` above come +partly from these files. + +Let's take a few minutes to look these files over. + +[demo] + +.. nextslide:: What's Happening Here. + +When you run the ``py.test`` command, ``pytest`` starts in your current +working directory and searches the filesystem for things that might be tests. + +It follows some simple rules: + +.. rst-class:: build + +* Any python file that starts with ``test_`` or ``_test`` is imported. +* Any functions in them that start with ``test_`` are run as tests. +* Any classes that start with ``Test`` are treated similarly, with methods that begin with ``test_`` treated as tests. + + +.. nextslide:: pytest + +This test running framework is simple, flexible and configurable. + +`Read the documentation`_ for more information. + +.. _Read the documentation: http://pytest.org/latest/getting-started.html#getstarted + +.. nextslide:: Test Driven Development + +What we've just done here is the first step in what is called **Test Driven +Development**. + +A bunch of tests exist, but the code to make them pass does not yet exist. + +The red you see in the terminal when we run our tests is a goad to us to write +the code that fixes these tests. + +Let's do that next! + +=== +LAB +=== + +Pick an example from codingbat: + +``http://codingbat.com`` + +Do a bit of test-driven development on it: + + * run something on the web site. + * write a few tests using the examples from the site. + * then write the function, and fix it 'till it passes the tests. + +Do at least two of these... + +========= +Homework +========= + +Catch up! +--------- + + +* Finish the LABs from today + - Exceptions lab + +* Catch up from last week. + + - Add Exception handling to mailroom + - and add some tests + - and list (and dict, and set) comprehensions... + +* If you've done all that -- check out the collections module: + + - https://docs.python.org/3.5/library/collections.html + - here's a good overview: https://pymotw.com/3/collections/ + +==================================== +Material to review before next week: +==================================== + + * Dive into Python3: 7.2 -- 7.3 + http://www.diveintopython3.net/iterators.html#defining-classes + + * Think Pyhton: 15 -- 18 + http://www.greenteapress.com/thinkpython/html/thinkpython016.html + + * LPTHW: 40 -- 44 + http://learnpythonthehardway.org/book/ex40.html + +[note that in py3 you dont need to inherit from object] + +Talk by Raymond Hettinger: + +https://youtu.be/HTLu2DFOdTg + +https://speakerdeck.com/pyconslides/pythons-class-development-toolkit-by-raymond-hettinger diff --git a/_sources/session06.txt b/_sources/session06.txt new file mode 100644 index 00000000..63aac572 --- /dev/null +++ b/_sources/session06.txt @@ -0,0 +1,868 @@ +.. include:: include.rst + +******************************************************************** +Session Six: Advanced Argument Passing, lambda, functions as objects +******************************************************************** + + +====================== +Lightning Talks Today: +====================== + +.. rst-class:: medium + + Gabriel Meringolo + + Joseph Cardenas + + Marc Teale + +================ +Review/Questions +================ + +Review of Previous Class +------------------------ + +* Exceptions + +* Comprehensions + +* Testing + +=============== +Homework review +=============== + +Homework Questions? + +Notes from Homework: +-------------------- + +Comparing to "singletons": + +Use: + +``if something is None`` + +Not: + +``if something == None`` + +(also ``True`` and ``False``) + +rich comparisons: numpy + +(demo) + +.. nextslide:: + +Binary mode for files: + +.. code-block:: python + + infile = open(infilename, 'rb') + outfile = open(outfilename, 'wb') + +| +| + +You don't actually need to use the result of a list comp: + +.. code-block:: python + + for i, st in zip( divisors, sets): + [ st.add(j) for j in range(21) if not j%i ] + +.. nextslide:: + +Apropos of today's topics: + +Python functions are objects, so if you dont call them, you do'nt get an error, you jsut get the function object, ususally not what you want:: + + elif donor_name.lower == "exit": + +this is comparing the string ``lower`` method to the string "exit" and theyare never going to be equal! + +That should be:: + + elif donor_name.lower() == "exit": + +This is actually a pretty common typo -- keep an eye out for it when you get strange errors, or something just doesn't seem to be getting triggered. + +============================ +Test Driven development demo +============================ + +We did some of this last class -- but I want to really drive it home :-) + +In ``Examples/Session06/test_cigar_party.py`` + + +========================= +Advanced Argument Passing +========================= + +This is a very, very nift Python feature -- it really lets you write dynamic programs. + +Keyword arguments +----------------- + +When defining a function, you can specify only what you need -- in any order + +.. code-block:: ipython + + In [151]: def fun(x=0, y=0, z=0): + print(x,y,z) + .....: + In [152]: fun(1,2,3) + 1 2 3 + In [153]: fun(1, z=3) + 1 0 3 + In [154]: fun(z=3, y=2) + 0 2 3 + + +.. nextslide:: + + +A Common Idiom: + +.. code-block:: python + + def fun(x, y=None): + if y is None: + do_something_different + go_on_here + + +.. nextslide:: + +Can set defaults to variables + +.. code-block:: ipython + + In [156]: y = 4 + In [157]: def fun(x=y): + print("x is:", x) + .....: + In [158]: fun() + x is: 4 + + +.. nextslide:: + +Defaults are evaluated when the function is defined + +.. code-block:: ipython + + In [156]: y = 4 + In [157]: def fun(x=y): + print("x is:", x) + .....: + In [158]: fun() + x is: 4 + In [159]: y = 6 + In [160]: fun() + x is: 4 + +This is a **very** important point -- I will repeat it! + + +Function arguments in variables +------------------------------- + +function arguments are really just + +* a tuple (positional arguments) +* a dict (keyword arguments) + +.. code-block:: python + + def f(x, y, w=0, h=0): + print("position: {}, {} -- shape: {}, {}".format(x, y, w, h)) + + position = (3,4) + size = {'h': 10, 'w': 20} + + >>> f(*position, **size) + position: 3, 4 -- shape: 20, 10 + + +Function parameters in variables +-------------------------------- + +You can also pull the parameters out in the function as a tuple and a dict: + +.. code-block:: ipython + + def f(*args, **kwargs): + print("the positional arguments are:", args) + print("the keyword arguments are:", kwargs) + + In [389]: f(2, 3, this=5, that=7) + the positional arguments are: (2, 3) + the keyword arguments are: {'this': 5, 'that': 7} + +This can be very powerful... + +Passing a dict to str.format() +------------------------------- + +Now that you know that keyword args are really a dict, +you know how this nifty trick works: + +The string ``format()`` method takes keyword arguments: + +.. code-block:: ipython + + In [24]: "My name is {first} {last}".format(last="Barker", first="Chris") + Out[24]: 'My name is Chris Barker' + +Build a dict of the keys and values: + +.. code-block:: ipython + + In [25]: d = {"last":"Barker", "first":"Chris"} + +And pass to ``format()``with ``**`` + +.. code-block:: ipython + + In [26]: "My name is {first} {last}".format(**d) + Out[26]: 'My name is Chris Barker' + +LAB +---- + +.. rst-class:: medium + + keyword arguments: + +* Write a function that has four optional parameters (with defaults): + + - fore_color + - back_color + - link_color + - visited_color + +* Have it print the colors (use strings for the colors) +* Call it with a couple different parameters set +* Have it pull the parameters out with ``*args, **kwargs`` + - and print those + +Lightning Talks +---------------- + +.. rst-class:: medium + + | + | Gabriel Meringolo + | + | Joseph Cardenas + | + + +===================================== +A bit more on mutability (and copies) +===================================== + +mutable objects +---------------- + +We've talked about this: mutable objects can have their contents changed in place. + +Immutable objects can not. + +This has implications when you have a container with mutable objects in it: + +.. code-block:: ipython + + In [28]: list1 = [ [1,2,3], ['a','b'] ] + +one way to make a copy of a list: + +.. code-block:: ipython + + In [29]: list2 = list1[:] + + In [30]: list2 is list1 + Out[30]: False + +they are different lists. + +.. nextslide:: + +What if we set an element to a new value? + +.. code-block:: ipython + + In [31]: list1[0] = [5,6,7] + + In [32]: list1 + Out[32]: [[5, 6, 7], ['a', 'b']] + + In [33]: list2 + Out[33]: [[1, 2, 3], ['a', 'b']] + +So they are independent. + +.. nextslide:: + +But what if we mutate an element? + +.. code-block:: ipython + + In [34]: list1[1].append('c') + + In [35]: list1 + Out[35]: [[5, 6, 7], ['a', 'b', 'c']] + + In [36]: list2 + Out[36]: [[1, 2, 3], ['a', 'b', 'c']] + +uuh oh! mutating an element in one list mutated the one in the other list. + +.. nextslide:: + +Why is that? + +.. code-block:: ipython + + In [38]: list1[1] is list2[1] + Out[38]: True + +The elements are the same object! + +This is known as a "shallow" copy -- Python doesn't want to copy more than it needs to, so in this case, it makes a new list, but does not make copies of the contents. + +Same for dicts (and any container type -- even tuples!) + +If the elements are immutable, it doesn't really make a differnce -- but be very careful with mutable elements. + + +The copy module +---------------- + +most objects have a way to make copies (``dict.copy()`` for instance). + +but if not, you can use the ``copy`` module to make a copy: + +.. code-block:: ipython + + In [39]: import copy + + In [40]: list3 = copy.copy(list2) + + In [41]: list3 + Out[41]: [[1, 2, 3], ['a', 'b', 'c']] + +This is also a shallow copy. + +.. nextslide:: + +But there is another option: + +.. code-block:: ipython + + In [3]: list1 + Out[3]: [[1, 2, 3], ['a', 'b', 'c']] + + In [4]: list2 = copy.deepcopy(list1) + + In [5]: list1[0].append(4) + + In [6]: list1 + Out[6]: [[1, 2, 3, 4], ['a', 'b', 'c']] + + In [7]: list2 + Out[7]: [[1, 2, 3], ['a', 'b', 'c']] + +``deepcopy`` recurses through the object, making copies of everything as it goes. + +.. nextslide:: + + +I happened on this thread on stack overflow: + +http://stackoverflow.com/questions/3975376/understanding-dict-copy-shallow-or-deep + +The OP is pretty confused -- can you sort it out? + +Make sure you understand the difference between a reference, a shallow copy, and a deep copy. + +Mutables as default arguments: +------------------------------ + +Another "gotcha" is using mutables as default arguments: + +.. code-block:: ipython + + In [11]: def fun(x, a=[]): + ....: a.append(x) + ....: print(a) + ....: + +This makes sense: maybe you'd pass in a specific list, but if not, the default is an empty list. + +But: + +.. code-block:: ipython + + In [12]: fun(3) + [3] + + In [13]: fun(4) + [3, 4] + +Huh?! + +.. nextslide:: + +Remember that that default argument is defined when the function is created: there will be only one list, and every time the function is called, that same list is used. + + +The solution: + +The standard practice for such a mutable default argument: + +.. code-block:: ipython + + In [15]: def fun(x, a=None): + ....: if a is None: + ....: a = [] + ....: a.append(x) + ....: print(a) + In [16]: fun(3) + [3] + In [17]: fun(4) + [4] + +You get a new list every time the function is called + + + +=================== +Anonymous functions +=================== + +lambda +------ + +.. code-block:: ipython + + In [171]: f = lambda x, y: x+y + In [172]: f(2,3) + Out[172]: 5 + +Content of function can only be an expression -- not a statement + +Anyone remember what the difference is? + +Called "Anonymous": it doesn't get a name. + +.. nextslide:: + +It's a python object, it can be stored in a list or other container + +.. code-block:: ipython + + In [7]: l = [lambda x, y: x+y] + In [8]: type(l[0]) + Out[8]: function + + +And you can call it: + +.. code-block:: ipython + + In [9]: l[0](3,4) + Out[9]: 7 + + +Functions as first class objects +--------------------------------- + +You can do that with "regular" functions too: + +.. code-block:: ipython + + In [12]: def fun(x,y): + ....: return x+y + ....: + In [13]: l = [fun] + In [14]: type(l[0]) + Out[14]: function + In [15]: l[0](3,4) + Out[15]: 7 + + + +====================== +Functional Programming +====================== + +No real consensus about what that means. + +But there are some "classic" methods available in Python. + +map +--- + +``map`` "maps" a function onto a sequence of objects -- It applies the function to each item in the list, returning another list + + +.. code-block:: ipython + + In [23]: l = [2, 5, 7, 12, 6, 4] + In [24]: def fun(x): + return x*2 + 10 + In [25]: map(fun, l) + Out[25]: [14, 20, 24, 34, 22, 18] + + +But if it's a small function, and you only need it once: + +.. code-block:: ipython + + In [26]: map(lambda x: x*2 + 10, l) + Out[26]: [14, 20, 24, 34, 22, 18] + + +filter +------ + +``filter`` "filters" a sequence of objects with a boolean function -- +It keeps only those for which the function is True -- filtering our the rest. + +To get only the even numbers: + +.. code-block:: ipython + + In [27]: l = [2, 5, 7, 12, 6, 4] + In [28]: filter(lambda x: not x%2, l) + Out[28]: [2, 12, 6, 4] + +If you pass ``None`` to ``filter()``, you get only items that evaluate to true: + +.. code-block:: ipython + + In [1]: l = [1, 0, 2.3, 0.0, 'text', '', [1,2], [], False, True, None ] + + In [2]: filter(None, l) + Out[2]: [1, 2.3, 'text', [1, 2], True] + + +reduce +------ + +``reduce`` "reduces" a sequence of objects to a single object with a function that combines two arguments + +To get the sum: + +.. code-block:: ipython + + In [30]: l = [2, 5, 7, 12, 6, 4] + In [31]: reduce(lambda x,y: x+y, l) + Out[31]: 36 + + +To get the product: + +.. code-block:: ipython + + In [32]: reduce(lambda x,y: x*y, l) + Out[32]: 20160 + +or + +.. code-block:: ipython + + In [13]: import operator + In [14]: reduce(operator.mul, l) + Out[14]: 20160 + +Comprehensions +-------------- + +Couldn't you do all this with comprehensions? + +Yes: + +.. code-block:: ipython + + In [33]: [x+2 + 10 for x in l] + Out[33]: [14, 17, 19, 24, 18, 16] + + In [34]: [x for x in l if not x%2] + Out[34]: [2, 12, 6, 4] + + In [6]: l + Out[6]: [1, 0, 2.3, 0.0, 'text', '', [1, 2], [], False, True, None] + In [7]: [i for i in l if i] + Out[7]: [1, 2.3, 'text', [1, 2], True] + +(Except Reduce) + +But Guido thinks almost all uses of reduce are really ``sum()`` + +Functional Programming +---------------------- + +Comprehensions and map, filter, reduce are all "functional programming" approaches} + +``map, filter`` and ``reduce`` pre-date comprehensions in Python's history + +Some people like that syntax better + +And "map-reduce" is a big concept these days for parallel processing of "Big Data" in NoSQL databases. + +(Hadoop, MongoDB, etc.) + + +A bit more about lambda +------------------------ + +It is very useful for specifying sorting as well: + +.. code-block:: ipython + + In [55]: lst = [("Chris","Barker"), ("Fred", "Jones"), ("Zola", "Adams")] + + In [56]: lst.sort() + + In [57]: lst + Out[57]: [('Chris', 'Barker'), ('Fred', 'Jones'), ('Zola', 'Adams')] + + In [58]: lst.sort(key=lambda x: x[1]) + + In [59]: lst + Out[59]: [('Zola', 'Adams'), ('Chris', 'Barker'), ('Fred', 'Jones')] + +lambda in keyword arguments +---------------------------- + +.. code-block:: ipython + + In [186]: l = [] + In [187]: for i in range(3): + l.append(lambda x, e=i: x**e) + .....: + In [189]: for f in l: + print(f(3)) + 1 + 3 + 9 + +Note when the keyword argument is evaluated: this turns out to be very handy! + +=== +LAB +=== + +Here's an exercise to try out some of this: + +:ref:`exercise_lambda_magic` + +Lightning Talk +-------------- + +.. rst-class:: medium + +| +| Marc Teale +| + +============== +dict as switch +============== + +What to use instead of "switch-case"? + +switch-case +----------- + +A number of languages have a "switch-case" construct:: + + switch(argument) { + case 0: + return "zero"; + case 1: + return "one"; + case 2: + return "two"; + default: + return "nothing"; + }; + +How do you spell this in python? + +``if-elif`` chains +------------------- + +The obvious way to spell it is a chain of ``elif`` statements: + +.. code-block:: python + + if argument == 0: + return "zero" + elif argument == 1: + return "one" + elif argument == 2: + return "two" + else: + return "nothing" + +And there is nothing wrong with that, but.... + +.. nextslide:: + +The ``elif`` chain is neither elegant nor efficient. There are a number of ways to spell it in python -- but one elgant one is to use a dict: + +.. code-block:: python + + arg_dict = {0:"zero", 1:"one", 2: "two"} + dict.get(argument, "nothing") + +Simple, elegant, and fast. + +You can do a dispatch table by putting functions as the value. + +Example: Chris' mailroom2 solution. + +============================== +Closures and function Currying +============================== + +Defining specialized functions on the fly + +Closures +-------- + +"Closures" and "Currying" are cool CS terms for what is really just defining functions on the fly. + +you can find a "proper" definition here: + +https://en.wikipedia.org/wiki/Closure_(computer_programming) + +but I even have trouble following that. + +So let's go straight to an example: + +.. nextslide:: + +.. code-block:: python + + def counter(start_at=0): + count = [start_at] + def incr(): + count[0] += 1 + return count[0] + return incr + +What's going on here? + +We have stored the ``start_at`` value in a list. + +Then defined a function, ``incr`` that adds one to the value in the list, and returns that value. + +[ Quiz: why is it: ``count = [start_at]``, rather than just ``count=start_at`` ] + +.. nextslide:: + +So what type of object do you get when you call ``counter()``? + +.. code-block:: ipython + + In [37]: c = counter(start_at=5) + + In [38]: type(c) + Out[38]: function + +So we get a function back -- makes sense. The ``def`` defines a function, and that function is what's getting returned. + +Being a function, we can, of course, call it: + +.. code-block:: ipython + + In [39]: c() + Out[39]: 6 + + In [40]: c() + Out[40]: 7 + +Each time is it called, it increments the value by one. + +.. nextslide:: + +But what happens if we call ``counter()`` multiple times? + +.. code-block:: ipython + + In [41]: c1 = counter(5) + + In [42]: c2 = counter(10) + + In [43]: c1() + Out[43]: 6 + + In [44]: c2() + Out[44]: 11 + +So each time ``counter()`` is called, a new function is created. And that function has its own copy of the ``count`` object. This is what makes in a "closure" -- it carries with it the scope in which is was created. + +the returned ``incr`` function is a "curried" function -- a function with some parameters pre-specified. + +``functools.partial`` +--------------------- + +The ``functools`` module in the standard library provides utilities for working with functions: + +https://docs.python.org/3.5/library/functools.html + +Creating a curried function turns out to be common enough that the ``functools.partial`` function provides an optimized way to do it: + +What functools.partial does is: + + * Makes a new version of a function with one or more arguments already filled in. + * The new version of a function documents itself. + +Example: + +.. code-block:: python + + def power(base, exponent): + """returns based raised to the give exponent""" + return base ** exponent + +Simple enough. but what if we wanted a specialized ``square`` and ``cube`` function? + +We can use ``functools.partial`` to *partially* evaluate the function, giving us a specialized version: + +square = partial(power, exponent=2) +cube = partial(power, exponent=3) + +=== +LAB +=== + +Let's use some of this ability to use functions a objects for something useful: + +:ref:`exercise_trapezoidal_rule` + +Some reading on these topics: + +http://www.pydanny.com/python-partials-are-fun.html + +https://pymotw.com/2/functools/ + +http://www.programiz.com/python-programming/closure + +https://www.clear.rice.edu/comp130/12spring/curry/ + +======== +Homework +======== + +Finish up the Labs + diff --git a/_sources/session07.txt b/_sources/session07.txt new file mode 100644 index 00000000..ac733776 --- /dev/null +++ b/_sources/session07.txt @@ -0,0 +1,908 @@ +.. include:: include.rst + +*************************** +Object Oriented Programming +*************************** + +.. rst-class:: medium centered + +.. container:: + + Classes + + Instances + + Class and instance attributes + + Subclassing + + Overriding methods + + +================ +Review/Questions +================ + +Review of Previous Class +------------------------ + +.. rst-class:: medium + Advanced Argument passing + + Lambda + + Functions as Objects + +Homework review +--------------- + +Homework Questions? + +Did you all get a trapedzoidal rule function working? + +Anyone get the "passing through of arguments"? + +How about the adaptive solutions? + + +Notes on Floating point +----------------------- + +Did anyone look at the isclose() function? + +How to make a range of numbers in floating point? + +Anyone do something like this?: + +.. code-block:: python + + s = [] + x = a + while x <= b: + s.append(x) + x += delta_x + + -- see my solution. + +Some notes about FP issues: + +https://docs.python.org/3.5/tutorial/floatingpoint.html + +Code Review +----------- + +Anyone unsatisfied with their solution -- or stuck? + +Let's do a code review! + + +Lightning Talks Today: +----------------------- + +.. rst-class:: medium + + Eric Vegors + + Ian Cote + + Masako Tebbetts + +=========================== +Object Oriented Programming +=========================== + +A Core approach to organizing code. + +I'm going to go through this fast. + +So we can get to the actual coding. + + +Object Oriented Programming +--------------------------- + +More about Python implementation than OO design/strengths/weaknesses + +One reason for this: + +Folks can't even agree on what OO "really" means + +See: The Quarks of Object-Oriented Development + + - Deborah J. Armstrong + +http://agp.hx0.ru/oop/quarks.pdf + + +.. nextslide:: + +Is Python a "True" Object-Oriented Language? + +(Doesn't support full encapsulation, doesn't *require* +classes, etc...) + +.. nextslide:: + +.. rst-class:: center large + + I don't Care! + + +Good software design is about code re-use, clean separation of concerns, +refactorability, testability, etc... + +OO can help with all that, but: + * It doesn't guarantee it + * It can get in the way + +.. nextslide:: + +Python is a Dynamic Language + +That clashes with "pure" OO + +Think in terms of what makes sense for your project + -- not any one paradigm of software design. + + +.. nextslide:: + +So what is "object oriented programming"? + +| + "Objects can be thought of as wrapping their data + within a set of functions designed to ensure that + the data are used appropriately, and to assist in + that use" + +| + +http://en.wikipedia.org/wiki/Object-oriented_programming + +.. nextslide:: + +Even simpler: + + +"Objects are data and the functions that act on them in one place." + +This is the core of "encapsulation" + +In Python: just another namespace. + +.. nextslide:: + +The OO buzzwords: + + * data abstraction + * encapsulation + * modularity + * polymorphism + * inheritance + +Python does all of this, though it doesn't enforce it. + +.. nextslide:: + +You can do OO in C + +(see the GTK+ project) + + +"OO languages" give you some handy tools to make it easier (and safer): + + * polymorphism (duck typing gives you this anyway) + * inheritance + + +.. nextslide:: + +OO is the dominant model for the past couple decades + +You will need to use it: + +- It's a good idea for a lot of problems + +- You'll need to work with OO packages + +(Even a fair bit of the standard library is Object Oriented) + + +.. nextslide:: Some definitions + +class + A category of objects: particular data and behavior: A "circle" (same as a type in python) + +instance + A particular object of a class: a specific circle + +object + The general case of a instance -- really any value (in Python anyway) + +attribute + Something that belongs to an object (or class): generally thought of + as a variable, or single object, as opposed to a ... + +method + A function that belongs to a class + +.. nextslide:: + +.. rst-class:: center + + Note that in python, functions are first class objects, so a method *is* an attribute + + +============== +Python Classes +============== + +.. rst-class:: left + + The ``class`` statement + + ``class`` creates a new type object: + + .. code-block:: ipython + + In [4]: class C: + pass + ...: + In [5]: type(C) + Out[5]: type + + A class is a type -- interesting! + + It is created when the statement is run -- much like ``def`` + +Python Classes +-------------- + +About the simplest class you can write + +.. code-block:: python + + >>> class Point: + ... x = 1 + ... y = 2 + >>> Point + + >>> Point.x + 1 + >>> p = Point() + >>> p + <__main__.Point instance at 0x2de918> + >>> p.x + 1 + +.. nextslide:: + +Basic Structure of a real class: + +.. code-block:: python + + class Point: + # everything defined in here is in the class namespace + + def __init__(self, x, y): + self.x = x + self.y = y + + ## create an instance of the class + p = Point(3,4) + + ## access the attributes + print("p.x is:", p.x) + print("p.y is:", p.y) + + +see: ``Examples/Session07/simple_classes.py`` + +.. nextslide:: + +The Initializer + +The ``__init__`` special method is called when a new instance of a class is created. + +You can use it to do any set-up you need + +.. code-block:: python + + class Point(object): + def __init__(self, x, y): + self.x = x + self.y = y + + +It gets the arguments passed when you call the class object: + +.. code-block:: python + + Point(x, y) + +.. nextslide:: + + +What is this ``self`` thing? + +The instance of the class is passed as the first parameter for every method. + +"``self``" is only a convention -- but you DO want to use it. + +.. code-block:: python + + class Point: + def a_function(self, x, y): + ... + + +Does this look familiar from C-style procedural programming? + + +.. nextslide:: + +Anything assigned to a ``self.`` attribute is kept in the instance +name space -- ``self`` *is* the instance. + +That's where all the instance-specific data is. + +.. code-block:: python + + class Point(object): + size = 4 + color= "red" + def __init__(self, x, y): + self.x = x + self.y = y + +.. nextslide:: + +Anything assigned in the class scope is a class attribute -- every +instance of the class shares the same one. + +Note: the methods defined by ``def`` are class attributes as well. + +The class is one namespace, the instance is another. + +.. code-block:: python + + class Point: + size = 4 + color= "red" + ... + def get_color(): + return self.color + >>> p3.get_color() + 'red' + + +class attributes are accessed with ``self`` also. + + +.. nextslide:: + +Typical methods: + +.. code-block:: python + + class Circle: + color = "red" + + def __init__(self, diameter): + self.diameter = diameter + + def grow(self, factor=2): + self.diameter = self.diameter * factor + + +Methods take some parameters, manipulate the attributes in ``self``. + +They may or may not return something useful. + +.. nextslide:: + +Gotcha! + +.. code-block:: python + + ... + def grow(self, factor=2): + self.diameter = self.diameter * factor + ... + In [205]: C = Circle(5) + In [206]: C.grow(2,3) + + TypeError: grow() takes at most 2 arguments (3 given) + +Huh???? I only gave 2 + +``self`` is implicitly passed in for you by python. + +(demo of bound vs. unbound methods) + +LAB +---- + +Let's say you need to render some html... + +The goal is to build a set of classes that render an html +page. + +We'll start with a single class, then add some sub-classes +to specialize the behavior + +Details in: + +:ref:`exercise_html_renderer` + +Let's get a start with step 1. in class. + +I'll give you a few minutes to think about it -- then we'll get started as a group. + + +Lightning Talks +---------------- + +.. rst-class:: medium + +| +| Eric Vegors +| +| Ian Cote +| +| Masako Tebbetts + +======================= +Subclassing/Inheritance +======================= + +Inheritance +----------- + +In object-oriented programming (OOP), inheritance is a way to reuse code +of existing objects, or to establish a subtype from an existing object. + +Objects are defined by classes, classes can inherit attributes and behavior +from pre-existing classes called base classes or super classes. + +The resulting classes are known as derived classes or subclasses. + +(http://en.wikipedia.org/wiki/Inheritance_%28object-oriented_programming%29) + +Subclassing +----------- + +A subclass "inherits" all the attributes (methods, etc) of the parent class. + +You can then change ("override") some or all of the attributes to change the behavior. + +You can also add new attributes to extend the behavior. + +The simplest subclass in Python: + +.. code-block:: python + + class A_subclass(The_superclass): + pass + +``A_subclass`` now has exactly the same behavior as ``The_superclass`` + +Overriding attributes +--------------------- + +Overriding is as simple as creating a new attribute with the same name: + +.. code-block:: python + + class Circle: + color = "red" + + ... + + class NewCircle(Circle): + color = "blue" + >>> nc = NewCircle + >>> print(nc.color) + blue + + +all the ``self`` instances will have the new attribute. + +Overriding methods +------------------ + +Same thing, but with methods (remember, a method *is* an attribute in python) + +.. code-block:: python + + class Circle: + ... + def grow(self, factor=2): + """grows the circle's diameter by factor""" + self.diameter = self.diameter * factor + ... + + class NewCircle(Circle): + ... + def grow(self, factor=2): + """grows the area by factor...""" + self.diameter = self.diameter * math.sqrt(2) + + +all the instances will have the new method + +.. nextslide:: + +Here's a program design suggestion: + +""" + +Whenever you override a method, the interface of the new method should be the same as the old. It should takethe same parameters, return the same type, and obey the same preconditions and postconditions. + +If you obey this rule, you will find that any function designed to work with an instance of a superclass, like a Deck, will also work with instances of subclasses like a Hand or PokerHand. If you violate this rule, your code will collapse like (sorry) a house of cards. + +""" + +| +| [ThinkPython 18.10] +| +| ( Demo of class vs. instance attributes ) + + +=================== +More on Subclassing +=================== + +Overriding \_\_init\_\_ +----------------------- + +``__init__`` common method to override + +You often need to call the super class ``__init__`` as well + +.. code-block:: python + + class Circle: + color = "red" + def __init__(self, diameter): + self.diameter = diameter + ... + class CircleR(Circle): + def __init__(self, radius): + diameter = radius*2 + Circle.__init__(self, diameter) + + +exception to: "don't change the method signature" rule. + +More subclassing +---------------- +You can also call the superclass' other methods: + +.. code-block:: python + + class Circle: + ... + def get_area(self, diameter): + return math.pi * (diameter/2.0)**2 + + + class CircleR2(Circle): + ... + def get_area(self): + return Circle.get_area(self, self.radius*2) + +There is nothing special about ``__init__`` except that it gets called +automatically when you instantiate an instance. + + +When to Subclass +---------------- + +"Is a" relationship: Subclass/inheritance + +"Has a" relationship: Composition + +.. nextslide:: + +"Is a" vs "Has a" + +You may have a class that needs to accumulate an arbitrary number of objects. + +A list can do that -- so should you subclass list? + +Ask yourself: + +-- **Is** your class a list (with some extra functionality)? + +or + +-- Does you class **have** a list? + +You only want to subclass list if your class could be used anywhere a list can be used. + + +Attribute resolution order +-------------------------- + +When you access an attribute: + +``an_instance.something`` + +Python looks for it in this order: + + * Is it an instance attribute ? + * Is it a class attribute ? + * Is it a superclass attribute ? + * Is it a super-superclass attribute ? + * ... + + +It can get more complicated... + +https://www.python.org/download/releases/2.3/mro/ + +http://python-history.blogspot.com/2010/06/method-resolution-order.html + + +What are Python classes, really? +-------------------------------- + +Putting aside the OO theory... + +Python classes are: + + * Namespaces + + * One for the class object + * One for each instance + + * Attribute resolution order + * Auto tacking-on of ``self`` when methods are called + + +That's about it -- really! + + +Type-Based dispatch +------------------- + +You'll see code that looks like this: + +.. code-block:: python + + if isinstance(other, A_Class): + Do_something_with_other + else: + Do_something_else + + +Usually better to use "duck typing" (polymorphism) + +But when it's called for: + + * ``isinstance()`` + * ``issubclass()`` + +.. nextslide:: + +GvR: "Five Minute Multi- methods in Python": + +http://www.artima.com/weblogs/viewpost.jsp?thread=101605 + +https://www.python.org/download/releases/2.3/mro/ + +http://python-history.blogspot.com/2010/06/method-resolution-order.html + + +Wrap Up +------- + +Thinking OO in Python: + +Think about what makes sense for your code: + +* Code re-use +* Clean APIs +* ... + +Don't be a slave to what OO is *supposed* to look like. + +Let OO work for you, not *create* work for you + +.. nextslide:: + +OO in Python: + +The Art of Subclassing: *Raymond Hettinger* + +http://pyvideo.org/video/879/the-art-of-subclassing + +"classes are for code re-use -- not creating taxonomies" + +Stop Writing Classes: *Jack Diederich* + +http://pyvideo.org/video/880/stop-writing-classes + +"If your class has only two methods -- and one of them is ``__init__`` +-- you don't need a class" + + +=== +LAB +=== + +.. rst-class:: left medium + + * html renderer: let's see how much more we can do! + +:ref:`exercise_html_renderer` + + +Now we have a base class, and we can: + +* Subclass overriding class attributes +* Subclass overriding a method +* Subclass overriding the ``__init__`` + +These are the core OO approaches + + +=================== +More on Subclassing +=================== + +.. rst-class:: left + + This is a great talk (yes, I'm repeating): + + The Art of Subclassing: *Raymond Hettinger* + + http://pyvideo.org/video/879/the-art-of-subclassing + + If you haven't watched it, It's well worth your time + +What's a Subclass For? +---------------------- + +The most salient points from that video are as follows: + +* **Subclassing is not for Specialization** + +* **Subclassing is for Reusing Code** + +* **Bear in mind that the subclass is in charge** + + +Multiple Inheritance +-------------------- + +Multiple inheritance: Inheriting from more than one class + +Simply provide more than one parent. + +.. code-block:: python + + class Combined(Super1, Super2, Super3): + def __init__(self, something, something else): + # some custom initialization here. + Super1.__init__(self, ......) + Super2.__init__(self, ......) + Super3.__init__(self, ......) + # possibly more custom initialization + +(calls to the super class ``__init__`` are optional -- case dependent) + +.. nextslide:: Method Resolution Order + +.. code-block:: python + + class Combined(Super1, Super2, Super3) + +Attributes are located bottom-to-top, left-to-right + +* Is it an instance attribute ? +* Is it a class attribute ? +* Is it a superclass attribute ? + + - Is it an attribute of the left-most superclass? + - Is it an attribute of the next superclass? + - and so on up the hierarchy... + +* Is it a super-superclass attribute ? +* ... also left to right ... + +http://python-history.blogspot.com/2010/06/method-resolution-order.html + +.. nextslide:: Mix-ins + +So why would you want to do this? One reason: *mixins* + +Provides an subset of expected functionality in a re-usable package. + +Huh? this is why -- + +Hierarchies are not always simple: + +* Animal + + * Mammal + + * GiveBirth() + + * Bird + + * LayEggs() + +Where do you put a Platypus? + +Real World Example: `FloatCanvas`_ + +.. _FloatCanvas: https://github.com/svn2github/wxPython/blob/master/3rdParty/FloatCanvas/floatcanvas/FloatCanvas.py#L485 + + +``super()`` +----------- + +``super()``: use it to call a superclass method, rather than explicitly calling +the unbound method on the superclass. + +instead of: + +.. code-block:: python + + class A(B): + def __init__(self, *args, **kwargs) + B.__init__(self, *argw, **kwargs) + ... + +You can do: + +.. code-block:: python + + class A(B): + def __init__(self, *args, **kwargs) + super().__init__(*argw, **kwargs) + ... + +.. nextslide:: Caveats + +Caution: There are some subtle differences with multiple inheritance. + +You can use explicit calling to ensure that the 'right' method is called. + +.. rst-class:: medium + + **Background** + +Two seminal articles about ``super()``: + +"Super Considered Harmful" -- James Knight + +https://fuhm.net/super-harmful/ + +"super() considered super!" -- Raymond Hettinger + +http://rhettinger.wordpress.com/2011/05/26/super-considered-super/ + +(Both worth reading....) + +======== +Homework +======== + +Complete your html renderer. + +Watch those videos: + +Python class toolkit: *Raymond Hettinger* -- https://youtu.be/HTLu2DFOdTg + +https://speakerdeck.com/pyconslides/pythons-class-development-toolkit-by-raymond-hettinger + +The Art of Subclassing: *Raymond Hettinger* -- http://pyvideo.org/video/879/the-art-of-subclassing + +Stop Writing Classes: *Jack Diederich* -- http://pyvideo.org/video/880/stop-writing-classes + +Read up on super() + + diff --git a/_sources/session08.txt b/_sources/session08.txt new file mode 100644 index 00000000..66eec310 --- /dev/null +++ b/_sources/session08.txt @@ -0,0 +1,760 @@ +.. include:: include.rst + +************************************************************************** +Session Eight: More OO: Properties, Special methods. +************************************************************************** + + +================ +Review/Questions +================ + +Review of Previous Class +------------------------ + +* Basic OO Concepts + + * Classes + * class vs. instance attributes + * subclassing + * overriding methods / attributes + + +Lightning Talks Today: +----------------------- + +.. rst-class:: medium + + Robert Ryan Leslie + + Ryan Morin + + +Personal Project +----------------- + +The bulk of the homework for the rest of the class will be a personal project: + +* It can be for fun, or something you need for your job. +* It should be large enough to take a few weeks homework time to do. +* **It should demostrate that you can do something useful with python.** +* It should follow PEP8 (https://www.python.org/dev/peps/pep-0008) +* It should have unit tests! +* Ideally, it will be in version control (gitHub) +* I don't require any specific python features (i.e. classes): use + what is appropriate for your project + +* Due the Friday after the last class (December 11) + +| +| By next week, send me a project proposal: short and sweet. +| + +Homework review +--------------- + +* html renderer +* Test-driven development + +Homework Notes: +--------------- + +``**kwargs`` will always define a ``kwargs`` dict: it just may be empty. + +And there is no need to check if it's empty before trying to loop through it. + +.. code-block:: python + + if self.attributes != {}: + for key, value in self.attributes.items(): + self.atts += ' {}="{}"'.format(key, value) + +no need for ``!= {}`` -- an empty dict is "Falsey" + +**but** no need for that check at all. If the dict (or ist, or tuple) is +empty, then the loop is a do-nothing operation: + +* notes on Duck Typing: :ref:`exercise_html_renderer` and code review + +* anyone stuck that wants to work through your code? + +========== +Properties +========== + +.. rst-class:: left +.. container:: + + One of the strengths of Python is lack of clutter. + + Attributes are simple and concise: + + .. code-block:: ipython + + In [5]: class C: + def __init__(self): + self.x = 5 + In [6]: c = C() + In [7]: c.x + Out[7]: 5 + In [8]: c.x = 8 + In [9]: c.x + Out[9]: 8 + + +Getter and Setters? +------------------- + +But what if you need to add behavior later? + +.. rst-class:: build + +* do some calculation +* check data validity +* keep things in sync + + +.. nextslide:: + +.. code-block:: ipython + + In [5]: class C: + ...: def __init__(self): + ...: self.x = 5 + ...: def get_x(self): + ...: return self.x + ...: def set_x(self, x): + ...: self.x = x + ...: + In [6]: c = C() + In [7]: c.get_x() + Out[7]: 5 + In [8]: c.set_x(8) + In [9]: c.get_x() + Out[9]: 8 + + + This is ugly and verbose -- `Java`_? + +.. _Java: http://dirtsimple.org/2004/12/python-is-not-java.html + +properties +----------- + +.. code-block:: ipython + + class C: + _x = None + @property + def x(self): + return self._x + @x.setter + def x(self, value): + self._x = value + + In [28]: c = C() + In [30]: c.x = 5 + In [31]: print(c.x) + 5 + +Now the interface is like simple attribute access! + +.. nextslide:: + +What's up with the "@" symbols? + +Those are "decorations" it's a syntax for wrapping functions up with something special. + +We'll cover that in detail in a couple weeks, but for now -- just copy the syntax. + +.. code-block:: python + + @property + def x(self): + +means: make a property called x with this as the "getter". + +.. code-block:: python + + @x.setter + def x(self, value): + +means: make the "setter" of the 'x' property this new function + +"Read Only" Attributes +---------------------- + +You do not need to define a setter. If you don't, you get a "read only" attribute: + +.. code-block:: ipython + + In [11]: class D(): + ....: def __init__(self, x=5): + ....: self._x = 5 + ....: @property + ....: def getx(self): + ....: """I am read only""" + ....: return self._x + ....: + In [12]: d = D() + In [13]: d.x + Out[13]: 5 + In [14]: d.x = 6 + --------------------------------------------------------------------------- + AttributeError Traceback (most recent call last) + in () + ----> 1 d.x = 6 + AttributeError: can't set attribute + +Deleters +--------- + +If you want to do something special when a property is deleted, you can define +a deleter is well: + +.. code-block:: ipython + + In [11]: class D(): + ....: def __init__(self, x=5): + ....: self._x = 5 + ....: @property + ....: def x(self): + ....: return self._x + ....: @x.deleter + ....: def x(self): + ....: del self._x + +If you leave this out, the property can't be deleted, which is usually +what you want. + +.. rst-class:: centered + +[demo: :download:`properties_example.py <../../Examples/Session08/properties_example.py>`] + + +=== +LAB +=== + +Let's use some of this to build a nice class to represent a Circle. + +For now, Let's do steps 1-4 of: + +:ref:`exercise_circle_class` + +Lightning talks: +----------------- + +.. rst-class:: medium + + Robert Ryan Leslie + + Ryan Morin + + +======================== +Static and Class Methods +======================== + +.. rst-class:: left build +.. container:: + + You've seen how methods of a class are *bound* to an instance when it is + created. + + And you've seen how the argument ``self`` is then automatically passed to + the method when it is called. + + And you've seen how you can call *unbound* methods on a class object so + long as you pass an instance of that class as the first argument. + + | + + .. rst-class:: centered + + **But what if you don't want or need an instance?** + + +Static Methods +-------------- + +A *static method* is a method that doesn't get self: + +.. code-block:: ipython + + In [36]: class StaticAdder: + + ....: @staticmethod + ....: def add(a, b): + ....: return a + b + ....: + + In [37]: StaticAdder.add(3, 6) + Out[37]: 9 + +.. rst-class:: centered + +[demo: :download:`static_method.py <../../Examples/Session08/static_method.py>`] + + +.. nextslide:: Why? + +.. rst-class:: build +.. container:: + + Where are static methods useful? + + Usually they aren't + + 99% of the time, it's better just to write a module-level function + + An example from the Standard Library (tarfile.py): + + .. code-block:: python + + class TarInfo: + # ... + @staticmethod + def _create_payload(payload): + """Return the string payload filled with zero bytes + up to the next 512 byte border. + """ + blocks, remainder = divmod(len(payload), BLOCKSIZE) + if remainder > 0: + payload += (BLOCKSIZE - remainder) * NUL + return payload + + +Class Methods +------------- + +A class method gets the class object, rather than an instance, as the first +argument + +.. code-block:: ipython + + In [41]: class Classy: + ....: x = 2 + ....: @classmethod + ....: def a_class_method(cls, y): + ....: print("in a class method: ", cls) + ....: return y ** cls.x + ....: + In [42]: Classy.a_class_method(4) + in a class method: + Out[42]: 16 + +.. rst-class:: centered + +[demo: :download:`class_method.py <../../Examples/Session08/class_method.py>`] + + +Why? +---- + +.. rst-class:: build +.. container:: + + Unlike static methods, class methods are quite common. + + They have the advantage of being friendly to subclassing. + + Consider this: + + .. code-block:: ipython + + In [44]: class SubClassy(Classy): + ....: x = 3 + ....: + + In [45]: SubClassy.a_class_method(4) + in a class method: + Out[45]: 64 + +Alternate Constructors +----------------------- + +Because of this friendliness to subclassing, class methods are often used to +build alternate constructors. + +Consider the case of wanting to build a dictionary with a given iterable of +keys: + +.. code-block:: ipython + + In [57]: d = dict([1,2,3]) + --------------------------------------------------------------------------- + TypeError Traceback (most recent call last) + in () + ----> 1 d = dict([1,2,3]) + + TypeError: cannot convert dictionary update sequence element #0 to a sequence + + +.. nextslide:: ``dict.fromkeys()`` + +The stock constructor for a dictionary won't work this way. So the dict object +implements an alternate constructor that *can*. + +.. code-block:: python + + @classmethod + def fromkeys(cls, iterable, value=None): + '''OD.fromkeys(S[, v]) -> New ordered dictionary with keys from S. + If not specified, the value defaults to None. + ''' + self = cls() + for key in iterable: + self[key] = value + return self + +(this is actually from the OrderedDict implementation in ``collections.py``) + +See also datetime.datetime.now(), etc.... + +.. nextslide:: Curious? + +Properties, Static Methods and Class Methods are powerful features of Python's +OO model. + +They are implemented using an underlying structure called *descriptors* + +`Here is a low level look`_ at how the descriptor protocol works. + +The cool part is that this mechanism is available to you, the programmer, as +well. + +.. _Here is a low level look: https://docs.python.org/2/howto/descriptor.html + + +For the Circle Lab: use a class method to make an alternate constructor that takes +the diameter instead. + +=============== +Special Methods +=============== + +.. rst-class:: left +.. container:: + + Special methods (also called *magic* methods) are the secret sauce to Python's Duck typing. + + Defining the appropriate special methods in your classes is how you make your class act like standard classes. + +What's in a Name? +----------------- + +We've seen at least one special method so far:: + + __init__ + +It's all in the double underscores... + +Pronounced "dunder" (or "under-under") + +try: ``dir(2)`` or ``dir(list)`` + +.. nextslide:: Generally Useful Special Methods + +Most classes should at least have these special methods: + +``object.__str__``: + Called by the str() built-in function and by the print function to compute + the *informal* string representation of an object. + +``object.__repr__``: + Called by the repr() built-in function to compute the *official* string representation of an object. + + (ideally: ``eval( repr(something) ) == something``) + +(demo) + +Protocols +---------- + +.. rst-class:: build +.. container:: + + The set of special methods needed to emulate a particular type of Python object is called a *protocol*. + + Your classes can "become" like Python built-in classes by implementing the + methods in a given protocol. + + Remember, these are more *guidelines* than laws. Implement what you need. + + +.. nextslide:: The Numerics Protocol + +Do you want your class to behave like a number? Implement these methods: + +.. code-block:: python + + object.__add__(self, other) + object.__sub__(self, other) + object.__mul__(self, other) + object.__floordiv__(self, other) + object.__mod__(self, other) + object.__divmod__(self, other) + object.__pow__(self, other[, modulo]) + object.__lshift__(self, other) + object.__rshift__(self, other) + object.__and__(self, other) + object.__xor__(self, other) + object.__or__(self, other) + +.. nextslide:: The Container Protocol + +Want to make a container type? Here's what you need: + +.. code-block:: python + + object.__len__(self) + object.__getitem__(self, key) + object.__setitem__(self, key, value) + object.__delitem__(self, key) + object.__iter__(self) + object.__reversed__(self) + object.__contains__(self, item) + object.__getslice__(self, i, j) + object.__setslice__(self, i, j, sequence) + object.__delslice__(self, i, j) + + +.. nextslide:: An Example + +Each of these methods supports a common Python operation. + +For example, to make '+' work with a sequence type in a vector-like fashion, +implement ``__add__``: + +.. code-block:: python + + def __add__(self, v): + """return the element-wise vector sum of self and v + """ + assert len(self) == len(v) + return vector([x1 + x2 for x1, x2 in zip(self, v)]) + +.. rst-class:: centered + +[a more complete example may be seen :download:`here <../../Examples/Session08/vector.py>`] + + +.. nextslide:: Summary + +Use special methods when you want your class to act like a "standard" class in +some way. + +Look up the special methods you need and define them. + +There's more to read about the details of implementing these methods: + +* https://docs.python.org/3.5/reference/datamodel.html#special-method-names +* http://www.rafekettler.com/magicmethods.html + +=== +LAB +=== + +Let's complete our nifty Circle class: + +Steps 5-8 of: + +:ref:`exercise_circle_class` + + +========================= +Emulating Standard types +========================= + +.. rst-class:: medium + + Making your classes behave like the built-ins + + +Callable classes +----------------- + +We've been using functions a lot: + +.. code-block:: python + + def my_fun(something): + do_something + ... + return something + +And then we can call it: + +.. code-block:: python + + result = my_fun(some_arguments) + +.. nextslide:: + +But what if we need to store some data to know how to evaluate that function? + +Example: a function that computes a quadratic function: + +.. math:: + + y = a x^2 + bx + c + +You could pass in a, b and c each time: + +.. code-block:: python + + def quadratic(x, a, b, c): + return a * x**2 + b * x + c + +But what if you are using the same a, b, and c numerous times? + +Or what if you need to pass this in to something +(like map) that requires a function that takes a single argument? + +"Callables" +----------- + +Various places in python expect a "callable" -- something that you can +call like a function: + +.. code-block:: python + + a_result = something(some_arguments) + +"something" in this case is often a function, but can be anything else +that is "callable". + +What have we been introduced to recently that is "callable", but not a +function object? + +Custom callable objects +------------------------ + +The trick is one of Python's "magic methods" + +.. code-block:: python + + __call__(*args, **kwargs) + +If you define a ``__call__`` method in your class, it will be used when +code "calls" an instance of your class: + +.. code-block:: python + + class Callable: + def __init__(self, .....) + some_initilization + def __call__(self, some_parameters) + +Then you can do: + +.. code-block:: python + + callable_instance = Callable(some_arguments) + + result = callable_instance(some_arguments) + + +Writing your own sequence type +------------------------------- + +Python has a handful of nifty sequence types built in: + + * lists + * tuples + * strings + * ... + +But what if you need a sequence that isn't built in? + +A Sparse array +-------------- + +Example: Sparse Array + +Sometimes we have data sets that are "sparse" -- i.e. most of the values are zero. + +So you may not want to store a huge bunch of zeros. + +But you do want the array to look like a regular old sequence. + +So how do you do that? + +The Sequence protocol +---------------------- + +You can make your class look like a regular python sequence by defining +the set of special methods you need: + +https://docs.python.org/3/reference/datamodel.html#emulating-container-types + +and + +http://www.rafekettler.com/magicmethods.html#sequence + +The key ones are: + ++-------------------+-----------------------+ +| ``__len__`` | for ``len(sequence)`` | ++-------------------+-----------------------+ +| ``__getitem__`` | for ``x = seq[i]`` | ++-------------------+-----------------------+ +| ``__setitem__`` | for ``seq[i] = x`` | ++-------------------+-----------------------+ +| ``__delitem__`` | for ``del seq[i]`` | ++-------------------+-----------------------+ +| ``__contains__`` | for ``x in seq`` | ++-------------------+-----------------------+ + +==== +LAB +==== + +.. rst-class:: medium + + Let's do the previous motivating examples. + +Callables: +----------- + +Write a class for a quadratic equation. + +* The initializer for that class should take the parameters: ``a, b, c`` + +* It should store those parameters as attributes. + +* The resulting instance should evaluate the function when called, and return the result: + + +.. code-block:: python + + my_quad = Quadratic(a=2, b=3, c=1) + + my_quad(0) + +Sparse Array: +------------- + +Write a class for a sparse array: + +:ref:`exercise_sparse_array` + + +======== +Homework +======== + +.. rst-class:: left + + Complete the Circle class + + Complete the Sparse Array class + + Decide what you are going to do for your project, and send me a simple proposal. Get started if you can. + + Good book: + + Python 3 Object Oriented Programming: *Dusty Phillips* + + (Dusty is a local boy and co-founder of PuPPy) diff --git a/_sources/session09.txt b/_sources/session09.txt new file mode 100644 index 00000000..550ff50f --- /dev/null +++ b/_sources/session09.txt @@ -0,0 +1,418 @@ +.. include:: include.rst + +************************************************** +Session Nine: Iterators, Iterables, and Generators +************************************************** + +.. rst-class:: large centered + +The tools of Pythonicity + + +====================== +Lightning Talks Today: +====================== + +.. rst-class:: medium + + Erica Winberry + + Robert Jenkins + + Kathleen Devlin + +================ +Review/Questions +================ + +Review of complete sparse array class + + +========================= +Iterators and Generators +========================= + +.. rst-class:: medium + + What goes on in those for loops? + +Iterators and Iterables +----------------------- + +Iteration is one of the main reasons Python code is so readable: + +.. code-block:: python + + for x in just_about_anything: + do_stuff(x) + +An iterable is anything that can be looped over sequentially, so it does not have to be +a "sequence": list, tuple, etc. For example, a string is iterable. + +An iterator is an iterable that remembers state. All sequences are iterable, but +not all sequences are iterators. To make a sequence an iterator, you can call it with iter: + +.. code-block:: python + + my_iter = iter(my_sequence) + +Iterator Types: + +https://docs.python.org/3/library/stdtypes.html#iterator-types + +Iterables +--------- + +To make an object iterable, you simply have to implement the __getitem__ method. + +.. code-block:: python + + class T: + def __getitem__(self, position): + if position > 5: + raise IndexError + return position + +Demo + + +``iter()`` +----------- + +How do you get the iterator object from an "iterable"? + +The iter function will make any iterable an iterator. It first looks for the __iter__ +method, and if none is found, uses get_item to create the iterator. + +The ``iter()`` function: + +.. code-block:: ipython + + In [20]: iter([2,3,4]) + Out[20]: + + In [21]: iter("a string") + Out[21]: + + In [22]: iter( ('a', 'tuple') ) + Out[22]: + + +List as an Iterator: +-------------------- + +.. code-block:: ipython + + In [10]: a_list = [1,2,3] + + In [11]: list_iter = iter(a_list) + + In [12]: next(list_iter) + Out[12]: 1 + + In [13]: next(list_iter) + Out[13]: 2 + + In [14]: next(list_iter) + Out[14]: 3 + + In [15]: next(list_iter) + -------------------------------------------------- + StopIteration Traceback (most recent call last) + in () + ----> 1 next(list_iter) + StopIteration: + + +The Iterator Protocol +---------------------- + +The main thing that differentiates an iterator from an iterable (sequence) is that an iterator saves state. + +An iterator must have the following methods: + +.. code-block:: python + + an_iterator.__iter__() + +Returns the iterator object itself. + +.. code-block:: python + + an_iterator.__next__() + +Returns the next item from the container. If there are no further items, +raises the ``StopIteration`` exception. + + +Making an Iterator +------------------- + +A simple version of ``range()`` + +.. code-block:: python + + class IterateMe_1: + def __init__(self, stop=5): + self.current = 0 + self.stop = stop + def __iter__(self): + return self + def __next__(self): + if self.current < self.stop: + self.current += 1 + return self.current + else: + raise StopIteration + +(demo: :download:`iterator_1.py <../../Examples/Session09/iterator_1.py>`) + +What does ``for`` do? +---------------------- + +Now that we know the iterator protocol, we can write something like a for loop: + + +:download:`my_for.py <../../Examples/Session09/my_for.py>` + +.. code-block:: python + + def my_for(an_iterable, func): + """ + Emulation of a for loop. + + func() will be called with each item in an_iterable + """ + # equiv of "for i in l:" + iterator = iter(an_iterable) + while True: + try: + i = next(iterator) + except StopIteration: + break + func(i) + + +Itertools +--------- + +``itertools`` is a collection of utilities that make it easy to +build an iterator that iterates over sequences in various common ways + +http://docs.python.org/3/library/itertools.html + +NOTE: + +iteratables are not *only* for ``for`` + +They can be used with anything that expects an iterable: + +``sum``, ``tuple``, ``sorted``, and ``list`` + + +LAB +----- + +In the ``Examples/session09`` dir, you will find: +:download:`iterator_1.py <../../Examples/Session09/iterator_1.py>` + +* Extend (``iterator_1.py`` ) to be more like ``range()`` -- add three input parameters: ``iterator_2(start, stop, step=1)`` + +* What happens if you break from a loop and try to pick it up again: + +.. code-block:: python + + it = IterateMe_2(2, 20, 2) + for i in it: + if i > 10: break + print(i) + +.. code-block:: python + + for i in it: + print(i) + +* Does ``range()`` behave the same? + + - make yours match ``range()`` + + - is range an iterator or an iteratable? + + +Generators +---------- + +Generators + +* give you an iterator object +* no access to the underlying data ... if it even exists + + +Conceptually: + Iterators are about various ways to loop over data. + + Generators can generate the data on the fly. + +Practically: + You can use either one either way (and a generator is one type of iterator). + + Generators do some of the book-keeping for you -- simpler syntax. + +yield +------ + +``yield`` is a way to make a quickie generator with a function: + +.. code-block:: python + + def a_generator_function(params): + some_stuff + yield something + +Generator functions "yield" a value, rather than returning a value. + +State is preserved in between yields. + + +.. nextslide:: generator functions + +A function with ``yield`` in it is a "factory" for a generator + +Each time you call it, you get a new generator: + +.. code-block:: python + + gen_a = a_generator() + gen_b = a_generator() + +Each instance keeps its own state. + +Really just a shorthand for an iterator class that does the book keeping for you. + +.. nextslide:: + +An example: like ``range()`` + +.. code-block:: python + + def y_range(start, stop, step=1): + i = start + while i < stop: + yield i + i += step + +Real World Example from FloatCanvas: + +https://github.com/svn2github/wxPython/blob/master/3rdParty/FloatCanvas/floatcanvas/FloatCanvas.py#L100 + + +.. nextslide:: + +Note: + +.. code-block:: ipython + + In [164]: gen = y_range(2,6) + In [165]: type(gen) + Out[165]: generator + In [166]: dir(gen) + Out[166]: + ... + '__iter__', + ... + '__next__', + + +So the generator **is** an iterator + +Note: A generator function can also be a method in a class + + +.. More about iterators and generators: + +.. http://www.learningpython.com/2009/02/23/iterators-iterables-and-generators-oh-my/ + +:download:`yield_example.py <../../Examples/Session09/yield_example.py>` + +generator comprehension +----------------------- + +yet another way to make a generator: + +.. code-block:: python + + >>> [x * 2 for x in [1, 2, 3]] + [2, 4, 6] + >>> (x * 2 for x in [1, 2, 3]) + at 0x10911bf50> + >>> for n in (x * 2 for x in [1, 2, 3]): + ... print n + ... 2 4 6 + + +More interesting if [1, 2, 3] is also a generator + +LAB +---- + +Write a few generators: + +* Sum of integers +* Doubler +* Fibonacci sequence +* Prime numbers + +(test code in +:download:`test_generator.py <../../Examples/Session09/test_generator.py>`) + +Descriptions: + +Sum of the integers: + keep adding the next integer + + 0 + 1 + 2 + 3 + 4 + 5 + ... + + so the sequence is: + + 0, 1, 3, 6, 10, 15 ..... + +.. nextslide:: + +Doubler: + Each value is double the previous value: + + 1, 2, 4, 8, 16, 32, + +Fibonacci sequence: + The fibonacci sequence as a generator: + + f(n) = f(n-1) + f(n-2) + + 1, 1, 2, 3, 5, 8, 13, 21, 34... + +Prime numbers: + Generate the prime numbers (numbers only divisible by them self and 1): + + 2, 3, 5, 7, 11, 13, 17, 19, 23... + +Others to try: + Try x^2, x^3, counting by threes, x^e, counting by minus seven, ... + + +========== +Next Week +========== + +Decorators and Context managers -- fun stuff! + +Cris Ewing will come by to talk about the second quarter +web development class + +Homework +--------- + +Finish up the labs + +Work on your project -- not much time left! + +And *do* let me know what you're doing if you haven't yet! diff --git a/_sources/session10.txt b/_sources/session10.txt new file mode 100644 index 00000000..59e5bba5 --- /dev/null +++ b/_sources/session10.txt @@ -0,0 +1,811 @@ +.. include:: include.rst + +******************************************************* +Session Ten: Decorators and Context Managers -- Wrap Up +******************************************************* + +===================== +Web Development Class +===================== + +.. rst-class:: large centered + + Internet Programming in Python + + Cris Ewing + +================ +Review/Questions +================ + +Review of Previous Class +------------------------ + + +Iterators + +Generators + + +Projects +-------- + +Due Dec Friday, Dec 11th, 11:59pm PST + +.. rst-class:: medium + + (that's three days!) + +Push to github or email them to me. + +====================== +Lightning Talks Today: +====================== + +.. rst-class:: medium + + Austin Scara + + Marty Pitts + + +============ +Code Review? +============ + +.. rst-class:: left + + Do you think you've "got" iterators, iterables, and generators? + + Options: + + 1) Look at someone's code. + + 2) look at some of my code. + + 3) Go over someone's project code -- anyone stuck on something? + + +========== +Decorators +========== + +**A Short Reminder** + +.. rst-class:: left + + Functions are things that generate values based on input (arguments). + + In Python, functions are first-class objects. + + This means that you can bind names to them, pass them around, etc, just like + other objects. + + Because of this fact, you can write functions that take functions as + arguments and/or return functions as values: + + .. code-block:: python + + def substitute(a_function): + def new_function(*args, **kwargs): + return "I'm not that other function" + return new_function + + +A Definition +------------ + +There are many things you can do with a simple pattern like this one. +So many, that we give it a special name: + +.. rst-class:: centered medium + +**Decorator** + +.. rst-class:: build centered + + "A decorator is a function that takes a function as an argument and + returns a function as a return value." + + That's nice and all, but why is that useful? + +An Example +---------- + +Imagine you are trying to debug a module with a number of functions like this +one: + +.. code-block:: python + + def add(a, b): + return a + b + +.. rst-class:: build +.. container:: + + You want to see when each function is called, with what arguments and + with what result. So you rewrite each function as follows: + + .. code-block:: python + + def add(a, b): + print("Function 'add' called with args: {}, {}".format(a, b) ) + result = a + b + print("\tResult --> {}".format(result)) + return result + +.. nextslide:: + +That's not particularly nice, especially if you have lots of functions +in your module. + +Now imagine we defined the following, more generic *decorator*: + +.. code-block:: python + + def logged_func(func): + def logged(*args, **kwargs): + print("Function {} called".format(func.__name__)) + if args: + print("\twith args: {}".format(args)) + if kwargs: + print("\twith kwargs: {}".format(kwargs)) + result = func(*args, **kwargs) + print("\t Result --> {}".format(result)) + return result + return logged + +(demo) + +.. nextslide:: + +We could then make logging versions of our module functions: + +.. code-block:: python + + logging_add = logged_func(add) + +Then, where we want to see the results, we can use the logged version: + +.. code-block:: ipython + + In [37]: logging_add(3, 4) + Function 'add' called + with args: (3, 4) + Result --> 7 + Out[37]: 7 + +.. rst-class:: build +.. container:: + + This is nice, but we have to call the new function wherever we originally + had the old one. + + It'd be nicer if we could just call the old function and have it log. + +.. nextslide:: + +Remembering that you can easily rebind symbols in Python using *assignment +statements* leads you to this form: + +.. code-block:: python + + def logged_func(func): + # implemented above + + def add(a, b): + return a + b + add = logged_func(add) + +.. rst-class:: build +.. container:: + + And now you can simply use the code you've already written and calls to + ``add`` will be logged: + + .. code-block:: ipython + + In [41]: add(3, 4) + Function 'add' called + with args: (3, 4) + Result --> 7 + Out[41]: 7 + +Syntax +------ + +Rebinding the name of a function to the result of calling a decorator on that +function is called **decoration**. + +Because this is so common, Python provides a special operator to perform it +more *declaratively*: the ``@`` operator -- I told you I'd eventually explain what was going on under the hood with that wierd `@` symbol: + +.. code-block:: python + + def add(a, b): + return a + b + add = logged_func(add) + + @logged_func + def add(a, b): + return a + b + +The declarative form (called a decorator expression) is far more common, but both have the identical result, and can be used interchangeably. + +(demo) + +Callables +--------- + +Our original definition of a *decorator* was nice and simple, but a tiny bit +incomplete. + +In reality, decorators can be used with anything that is *callable*. + +Remember from two weeks ago, a *callable* is a function, a method on a class, +or a class that implements the ``__call__`` special method. + +So in fact the definition should be updated as follows: + +.. rst-class:: centered medium + +A decorator is a callable that takes a callable as an argument and +returns a callable as a return value. + +An Example +---------- + +Consider a decorator that would save the results of calling an expensive +function with given arguments: + +.. code-block:: python + + class Memoize: + """ + memoize decorator from avinash.vora + http://avinashv.net/2008/04/python-decorators-syntactic-sugar/ + """ + def __init__(self, function): # runs when memoize class is called + self.function = function + self.memoized = {} + + def __call__(self, *args): # runs when memoize instance is called + try: + return self.memoized[args] + except KeyError: + self.memoized[args] = self.function(*args) + return self.memoized[args] + +.. nextslide:: + +Let's try that out with a potentially expensive function: + +.. code-block:: ipython + + In [56]: @Memoize + ....: def sum2x(n): + ....: return sum(2 * i for i in xrange(n)) + ....: + + In [57]: sum2x(10000000) + Out[57]: 99999990000000 + + In [58]: sum2x(10000000) + Out[58]: 99999990000000 + +It's nice to see that in action, but what if we want to know *exactly* how much difference it made? + +Nested Decorators +----------------- + +You can stack decorator expressions. The result is like calling each decorator in order, from bottom to top: + +.. code-block:: python + + @decorator_two + @decorator_one + def func(x): + pass + + # is exactly equal to: + def func(x): + pass + func = decorator_two(decorator_one(func)) + +.. nextslide:: + +Let's define another decorator that will time how long a given call takes: + +.. code-block:: python + + import time + def timed_func(func): + def timed(*args, **kwargs): + start = time.time() + result = func(*args, **kwargs) + elapsed = time.time() - start + print("time expired: {}".format(elapsed)) + return result + return timed + +.. nextslide:: + +And now we can use this new decorator stacked along with our memoizing +decorator: + +.. code-block:: ipython + + In [71]: @timed_func + ....: @Memoize + ....: def sum2x(n): + ....: return sum(2 * i for i in xrange(n)) + In [72]: sum2x(10000000) + time expired: 0.997071027756 + Out[72]: 99999990000000 + In [73]: sum2x(10000000) + time expired: 4.05311584473e-06 + Out[73]: 99999990000000 + + +Examples from the Standard Library +---------------------------------- + +It's going to be a lot more common for you to use pre-defined decorators than +for you to be writing your own. + +We've seen a few already: + +.. nextslide:: + +For example, ``@staticmethod`` and ``@classmethod`` can also be used as simple +callables, without the nifty decorator expression: + +.. code-block:: python + + # the way we saw last week: + class C(object): + @staticmethod + def add(a, b): + return a + b + +Is exactly the same as: + +.. code-block:: python + + class C(object): + def add(a, b): + return a + b + add = staticmethod(add) + +Note that the "``def``" binds the name ``add``, then the next line +rebinds it. + + +.. nextslide:: + +The ``classmethod()`` builtin can do the same thing: + +.. code-block:: python + + # in declarative style + class C(object): + @classmethod + def from_iterable(cls, seq): + # method body + + # in imperative style: + class C(object): + def from_iterable(cls, seq): + # method body + from_iterable = classmethod(from_iterable) + + +property() +----------- + +Remember the property() built in? + +Perhaps most commonly, you'll see the ``property()`` builtin used this way. + +Two weeks ago we saw this code: + +.. code-block:: python + + class C(object): + def __init__(self): + self._x = None + @property + def x(self): + return self._x + @x.setter + def x(self, value): + self._x = value + @x.deleter + def x(self): + del self._x + +.. nextslide:: + +But this could also be accomplished like so: + +.. code-block:: python + + class C(object): + def __init__(self): + self._x = None + def getx(self): + return self._x + def setx(self, value): + self._x = value + def delx(self): + del self._x + x = property(getx, setx, delx, + "I'm the 'x' property.") + + +:download:`Examples/Session10/property_ugly.py <../../Examples/Session10/property_ugly.py>` + + +.. nextslide:: + +Note that in this case, the decorator object returned by the property decorator +itself implements additional decorators as attributes on the returned method +object. So you could actually do this: + + +.. code-block:: python + + class C(object): + def __init__(self): + self._x = None + def x(self): + return self._x + x = property(x) + def _set_x(self, value): + self._x = value + x = x.setter(_set_x) + def _del_x(self): + del self._x + x = x.deleter(_del_x) + +But that's getting really ugly! + +LAB +---- + +**p_wrapper Decorator** + +Write a simple decorator you can apply to a function that returns a string. + +Decorating such a function should result in the original output, wrapped by an +HTML 'p' tag: + +.. code-block:: ipython + + In [4]: @p_wrapper + ...: def return_a_string(string): + ...: return string + ...: + + In [5]: return_a_string("this is a string") + Out[5]: '

      this is a string

      ' + +simple test code in +:download:`Examples/Session10/test_p_wrapper.py <../../Examples/Session10/test_p_wrapper.py>` + + +Lightning Talks +---------------- + +.. rst-class:: medium + +| +| Austin Scara +| +| Marty Pitts +| + + +================= +Context Managers +================= + +**Repetition in code stinks (DRY!)** + +.. rst-class:: left build +.. container:: + + + A large source of repetition in code deals with the handling of external + resources. + + As an example, how many times do you think you might type the following + code: + + .. code-block:: python + + file_handle = open('filename.txt', 'r') + file_content = file_handle.read() + file_handle.close() + # do some stuff with the contents + + What happens if you forget to call ``.close()``? + + What happens if reading the file raises an exception? + + +Resource Handling +----------------- + +Leaving an open file handle laying around is bad enough. What if the resource +is a network connection, or a database cursor? + +You can write more robust code for handling your resources: + +.. code-block:: python + + try: + file_handle = open('filename.txt', 'r') + file_content = file_handle.read() + finally: + file_handle.close() + # do something with file_content here + +But what exceptions do you want to catch? And do you really want to have to +remember to type all that **every** time you open a resource? + +.. nextslide:: It Gets Better + +Starting in version 2.5, Python provides a structure for reducing the +repetition needed to handle resources like this. + +.. rst-class:: centered + +**Context Managers** + +You can encapsulate the setup, error handling and teardown of resources in a +few simple steps. + +The key is to use the ``with`` statement. + +``with`` a little help +---------------------- + +Since the introduction of the ``with`` statement in `pep343`_, the above six +lines of defensive code have been replaced with this simple form: + +.. code-block:: python + + with open('filename', 'r') as file_handle: + file_content = file_handle.read() + # do something with file_content + +``open`` builtin is defined as a *context manager*. + +The resource it returnes (``file_handle``) is automatically and reliably closed +when the code block ends. + +.. _pep343: http://legacy.python.org/dev/peps/pep-0343/ + +.. nextslide:: A Growing Trend + +At this point in Python history, many functions you might expect to behave this +way do: + +* ``open`` and works as a context manager. +* networks connections via ``socket`` do as well. +* most implementations of database wrappers can open connections or cursors as + context managers. +* ... + +* But what if you are working with a library that doesn't support this + (``urllib``)? + +Close It Automatically +---------------------- + +There are a couple of ways you can go. + +If the resource in questions has a ``.close()`` method, then you can simply use +the ``closing`` context manager from ``contextlib`` to handle the issue: + +** check example for py3 -- urlib depricated! + +.. code-block:: python + + import urllib + from contextlib import closing + + with closing(urllib.urlopen('http://google.com/')) as web_connection: + # do something with the open resource + # and here, it will be closed automatically + +But what if the thing doesn't have a ``close()`` method, or you're creating +the thing and it shouldn't have a close() method? + +Do It Yourself +-------------- + +You can also define a context manager of your own. + +The interface is simple. It must be a class that implements two +more of the nifty python *special methods* + +**__enter__(self)** Called when the ``with`` statement is run, it should return something to work with in the created context. + +**__exit__(self, e_type, e_val, e_traceback)** Clean-up that needs to happen is implemented here. + +The arguments will be the exception raised in the context. + +If the exception will be handled here, return True. If not, return False. + +Let's see this in action to get a sense of what happens. + +An Example +---------- + +Consider this code: + +.. code-block:: python + + class Context(object): + """from Doug Hellmann, PyMOTW + http://pymotw.com/2/contextlib/#module-contextlib + """ + def __init__(self, handle_error): + print('__init__({})'.format(handle_error)) + self.handle_error = handle_error + + def __enter__(self): + print('__enter__()') + return self + + def __exit__(self, exc_type, exc_val, exc_tb): + print('__exit__({}, {}, {})'.format(exc_type, exc_val, exc_tb)) + return self.handle_error + +:download:`Examples/Session10/context_managers.py <../../Examples/Session10/context_managers.py>` + + +.. nextslide:: + +This class doesn't do much of anything, but playing with it can help +clarify the order in which things happen: + +.. code-block:: ipython + + In [46]: with Context(True) as foo: + ....: print('This is in the context') + ....: raise RuntimeError('this is the error message') + __init__(True) + __enter__() + This is in the context + __exit__(, this is the error message, ) + +.. rst-class:: build +.. container:: + + Because the exit method returns True, the raised error is 'handled'. + +.. nextslide:: + +What if we try with ``False``? + +.. code-block:: ipython + + In [47]: with Context(False) as foo: + ....: print('This is in the context') + ....: raise RuntimeError('this is the error message') + __init__(False) + __enter__() + This is in the context + __exit__(, this is the error message, ) + --------------------------------------------------------------------------- + RuntimeError Traceback (most recent call last) + in () + 1 with Context(False) as foo: + 2 print 'This is in the context' + ----> 3 raise RuntimeError('this is the error message') + 4 + RuntimeError: this is the error message + +The ``contextmanager`` decorator +-------------------------------- + +``contextlib.contextmanager`` turns generator functions into context managers. + +Consider this code: + +.. code-block:: python + + from contextlib import contextmanager + + @contextmanager + def context(boolean): + print("__init__ code here") + try: + print("__enter__ code goes here") + yield object() + except Exception as e: + print("errors handled here") + if not boolean: + raise e + finally: + print("__exit__ cleanup goes here") + +.. nextslide:: + +The code is similar to the class defined previously. + +And using it has similar results. We can handle errors: + +.. code-block:: ipython + + In [96]: with context(True): + ....: print("in the context") + ....: raise RuntimeError("error raised") + ....: + __init__ code here + __enter__ code goes here + in the context + errors handled here + __exit__ cleanup goes here + +.. nextslide:: + +Or, we can allow them to propagate: + +.. code-block:: ipython + + In [51]: with context(False): + ....: print("in the context") + ....: raise RuntimeError("error raised") + __init__ code here + __enter__ code goes here + in the context + errors handled here + __exit__ cleanup goes here + --------------------------------------------------------------------------- + RuntimeError Traceback (most recent call last) + in () + 1 with context(False): + 2 print "in the context" + ----> 3 raise RuntimeError("error raised") + 4 + RuntimeError: error raised + + +LAB +---- +**Timing Context Manager** + +Create a context manager that will print the elapsed time taken to +run all the code inside the context: + +.. code-block:: ipython + + In [3]: with Timer() as t: + ...: for i in range(100000): + ...: i = i ** 20 + ...: + this code took 0.206805 seconds + +**Extra Credit**: allow the ``Timer`` context manager to take a file-like +object as an argument (the default should be sys.stdout). The results of the +timing should be printed to the file-like object. + +Projects +-------- + +Projects due this Friday. We'll review them over the weekend. + +To turn in: + * Put up it up gitHub, and do a pull request + * Put it in its own gitHub repository and point me to it. + * zip up the code an email it to me. + +Please do the online course evaluation + +Anyone want office hours Thursday evening? + +Keep writing Python! \ No newline at end of file diff --git a/_sources/supplements/git_overview.txt b/_sources/supplements/git_overview.txt new file mode 100644 index 00000000..8b822a8d --- /dev/null +++ b/_sources/supplements/git_overview.txt @@ -0,0 +1,225 @@ +.. _supplement_git_states: + +============ +git Overview +============ + +A Graphical Tutorial +==================== + +A Picture of git +---------------- + +.. figure:: /_static/git_simple_timeline.png + :width: 80% + :class: center + +.. rst-class:: build +.. container:: + + A git repository is a set of points in time, with history showing where + you've been. + + Each point has a *name* (here *A*, *B*, *C*) that uniquely identifies it, + called a *hash* + + The path from one point to the previous is represented by the *difference* + between the two points. + +.. nextslide:: + +.. figure:: /_static/git_head.png + :width: 75% + :class: center + +.. rst-class:: build +.. container:: + + Each point in time can also have a label that points to it. + + One of these is *HEAD*, which always points to the place in the timeline + that you are currently looking at. + +.. nextslide:: + +.. figure:: /_static/git_master_branch.png + :width: 75% + :class: center + +.. rst-class:: build +.. container:: + + You may also be familiar with the label "master". + + This is the name that git automatically gives to the first *branch* in a + repository. + + A *branch* is actually just a label that points to a specific point in + time. + +.. nextslide:: + +.. figure:: /_static/git_new_commit.png + :width: 75% + :class: center + +.. rst-class:: build +.. container:: + + When you make a *commit* in git, you add a new point to the timeline. + + The HEAD label moves to this new point. + + So does the label for the *branch* you are on. + +.. nextslide:: Making a Branch + +.. figure:: /_static/git_new_branch.png + :width: 75% + :class: center + +.. rst-class:: build +.. container:: + + You can make a new *branch* with the ``branch`` command. + + This adds a new label to the current commit. + + Notice that it *does not* check out that branch. + +.. nextslide:: Making a Branch + +.. figure:: /_static/git_checkout_branch.png + :width: 75% + :class: center + +.. rst-class:: build +.. container:: + + You can use the ``checkout`` command to switch to the new branch. + + This associates the HEAD label with the *session01* label. + + Use ``git branch`` to see which branch is *active*:: + + $ git branch + master + * session01 + +.. nextslide:: Making a Branch + +.. figure:: /_static/git_commit_on_branch.png + :width: 75% + :class: center + +.. rst-class:: build +.. container:: + + While it is checked out, new commits move the *session01* label. + + Notice that HEAD is *always* the same as "where you are now" + +.. nextslide:: Making a Branch + +You can use this to switch between branches and make changes in isolation. + +.. rst-class:: build +.. container:: + + .. figure:: /_static/git_checkout_master.png + :width: 75% + :class: center + + .. figure:: /_static/git_new_commit_on_master.png + :width: 75% + :class: center + +.. nextslide:: Merging Branches + +.. rst-class:: build +.. container:: + + Branching allows you to keep related sets of work separate from each-other. + + In class here, you can use it to do your exercises for each session. + + Simply create a new branch for each session from your repository master + branch. + + Do your work on that branch, and then you can issue a **pull request** in + github to have your work evaluated. + + This is very much like how teams work in the "real world" so learning it + here will help you. + + The final step in the process is merging your work. + +.. nextslide:: Merging Branches + +The ``merge`` command allows you to *combine* your work on one branch with the +work on another. + +.. rst-class:: build +.. container:: + + It creates a new commit which reconciles the differences: + + .. figure:: /_static/git_merge_commit.png + :width: 75% + :class: center + + Notice that this commit has **two** parents. + + +.. nextslide:: Conflicts + +.. rst-class:: build +.. container:: + + Sometimes when you ``merge`` two branches, you get *conflicts*. + + This happens when the same file was changed in about the same place in two + different ways. + + Often, git can work these types of things out on its own, but if not, + you'll need to manually edit files to fix the problem. + + You'll be helped by the fact that git will tell you which files are in + conflict. + + Just open those files and look for conflict markers: + + * <<<<<<<<< *hash1* (stuff from the current branch) + * ========= (the pivot point between two branches' content) + * >>>>>>>>> *hash2* (stuff from the branch being merged) + +.. nextslide:: Conflicts + +Your job in fixing a conflict is to decide exactly what to keep. + +You can (and should) communicate with others on your team when doing this. + +Always remember to remove the conflict markers too. They are not syntactic +code in any language and will cause errors. + +Once a conflict is resolved, you can ``git add`` the file back and then commit +the merge. + +Other Resources +=============== + +.. rst-class:: left + Here are few good places to look for more info about using git: + + + **Pro git** + + The semi-offical documentation -- the first few chapters are worth going through: + + https://git-scm.com/book/en + + ** git Branching** + + Interactive tutorial about branching -- try it right in the browser! + + http://pcottle.github.io/learnGitBranching/ diff --git a/_sources/supplements/index.txt b/_sources/supplements/index.txt new file mode 100644 index 00000000..fbf5d221 --- /dev/null +++ b/_sources/supplements/index.txt @@ -0,0 +1,18 @@ +====================== +Supplemental Materials +====================== + +.. toctree:: + :maxdepth: 1 + + python_learning_resources + python_for_mac + python_for_windows + python_for_linux + virtualenv + sublime_as_ide + shell + git_overview + install_nano_win + unicode + packaging diff --git a/_sources/supplements/install_nano_win.txt b/_sources/supplements/install_nano_win.txt new file mode 100644 index 00000000..1fc21dc5 --- /dev/null +++ b/_sources/supplements/install_nano_win.txt @@ -0,0 +1,22 @@ +.. _supplement_install_nano_win: + + +Installing Nano on Windows +========================== + +.. slide:: Installing Nano on Windows + :level: 3 + + For all Windows installations, download the WinNT/9x binary from here: + + http://www.nano-editor.org/download.php + + Unzip the file and move the files into the git bin directory: C:\Program Files\Git\bin + + That's it! You should now be able to use nano from git bash: + + .. code-block:: bash + + $ nano test.txt + + Command shortcuts are helpfully written in the editor! \ No newline at end of file diff --git a/_sources/supplements/packaging.txt b/_sources/supplements/packaging.txt new file mode 100644 index 00000000..a9760fca --- /dev/null +++ b/_sources/supplements/packaging.txt @@ -0,0 +1,481 @@ +====================== +Packages and Packaging +====================== + +Modules and Packages +-------------------- + +A module is a file (``something.py``) with python code in it + +A package is a directory with an ``__init__.py`` file in it + +And usually other modules, packages, etc... + +:: + + my_package + __init__.py + module_a.py + module_b.py + + +.. code-block:: python + + import my_package + + +runs the code ``my_package/__init__.py`` (if there is any) + +Modules and Packages +-------------------- + +.. code-block:: python + + import sys + for p in sys.path: + print p + +(demo) + +Installing Python +----------------- + +Linux: + +Usually part of the system -- just use it. + +Windows: + +Use the python.org version: + +* System Wide + +* Can install multiple versions if need be + +* Third party binaries for it. + +Installing Python +----------------- +OS-X: + +Comes with the system, but: + + * Apple has never upgraded within a release + * There are non-open source components + * Third party packages may or may not support it + * Apple does use it -- so don't mess with it + * I usually recommend the ``python.org`` version + +(Also Macports, Fink, Home Brew...) + + +Distributions +------------- + +There are also a few "curated" distributions: + +These provide python and a package management system for hard-to-buid packages. + +Widely used by the scipy community +(lots of hard to build stuff that needs to work together...) + + * Anaconda (https://store.continuum.io/cshop/anaconda/) + * Canopy (https://www.enthought.com/products/canopy/) + * ActivePython (http://www.activestate.com/activepython) + + +Installing Packages +------------------- +Every Python installation has its own stdlib and ``site-packages`` folder + +``site-packages`` is the default place for third-party packages + +Finding Packages +---------------- +The Python Package Index: + +**PyPi** + +http://pypi.python.org/pypi + +Installing Packages +------------------- +.. rst-class:: medium + + **From source** + +* (``setup.py install`` ) + +* With the system installer (apt-get, yum, etc...) + +.. rst-class:: medium + + **From binaries:** + +* Windows: MSI installers + +* OS-X: dmg installers (make sure to get compatible packages) + +* And now: binary wheels -- (More and more of those available) + +* ``pip`` should find appropriate binary wheels if they are there. + + +.. nextslide:: + +In the beginning, there was the ``distutils``: + +But ``distutils`` is missing some key features: + +* package versioning +* package discovery +* auto-install + +- And then came ``PyPi`` + +- And then came ``setuptools`` + +- But that wasn't well maintained... + +- Then there was ``distribute/pip`` + +- Which has now been merged back into ``setuptools`` + +Now it's pretty stable: pip+setuptools: use them. + +Installing Packages +------------------- + +Actually, it's still a bit of a mess + +But getting better, and the mess is *almost* cleaned up. + +Current State of Packaging +-------------------------- + +To build packages: distutils + + * http://docs.python.org/2/distutils/ + +For more features: setuptools + + * https://pythonhosted.org/setuptools/ + +To install packages: pip + + * https://pip.pypa.io/en/latest/installing.html + +For binary packages: wheels + + * http://www.python.org/dev/peps/pep-0427/ + +(installable by pip) + +Compiled Packages +----------------- + +Biggest issue is with compiled extensions: + + * (C/C++, Fortran, etc.) + + * You need the right compiler set up + +Dependencies: + + * Here's were it gets really ugly + + * Particularly on Windows + +.. nextslide:: + +**Linux** + +Pretty straightforward: + +1. Is there a system package? + + * use it (apt-get install the_package) + +2. Try ``pip install``: it may just work! + +3. Install the dependencies, build from source:: + + python setup.py build + + python setup.py install + +(may need "something-devel" packages) + + +.. nextslide:: + +**Windows** + +Sometimes simpler: + +1) A lot of packages have Windows binaries: + + - Usually for python.org builds + - Excellent source: http://www.lfd.uci.edu/~gohlke/pythonlibs/ + - Make sure you get 32 or 64 bit consistent + +2) But if no binaries: + + - Hope the dependencies are available! + - Set up the compiler + +MS now has a compiler just for python! + +http://www.microsoft.com/en-us/download/details.aspx?id=44266 + +.. nextslide:: + +**OS-X** + +Lots of Python versions: + - Apple's built-in (different for each version of OS) + - python.org builds + - 32+64 bit Intel (and even PPC still kicking around) + - Macports + - Homebrew + +Binary Installers (dmg or wheel) have to match python version + +.. nextslide:: + +**OS-X** + +If you have to build it yourself + +Xcode compiler (the right version) + + - Version 3.* for 32 bit PPC+Intel + + - Version > 4.* for 32+64 bit Intel + +(make sure to get the SDKs for older versions) + +If extra dependencies: + + - macports or homebrew often easiest way to build them + + +Final Recommendations +--------------------- + +First try: ``pip install`` + +If that doesn't work: + +Read the docs of the package you want to install + +Do what they say + +(Or use Anaconda or Canopy) + +virtualenv +---------- + +``virtualenv`` is a tool to create isolated Python environments. + +Very useful for developing multiple apps + +Or deploying more than one app on one system + +http://www.virtualenv.org/en/latest/index.html} + +Remember the notes from the beginning of class? :ref:`virtualenv_section` + +(Cris will probably make you do this next class) + +============ +Distributing +============ + +Distributing +------------ +What if you need to distribute you own: + +Scripts + +Libraries + +Applications + + +Scripts +------- + +Often you can just copy, share, or check in the script to source +control and call it good. + +But only if it's a single file, and doesn't need anything non-standard + +When the script needs more than just the stdlib + +(or your company standard environment) + +You have an application, not a script + + +Libraries +--------- + +When you read the distutils docs, it's usually libraries they're talking about + +Scripts + library is the same... + +(http://docs.python.org/distutils/) + +distutils +--------- + +``distutils`` makes it easy to do the easy stuff: + +Distribute and install to multiple platforms, etc. + +Even binaries, installers and compiled packages + +(Except dependencies) + +(http://docs.python.org/distutils/) + +distutils basics +---------------- + +It's all in the ``setup.py file``: + +.. code-block::python + + from distutils.core import setup + setup(name='Distutils', + version='1.0', + description='Python Distribution Utilities', + author='Greg Ward', + author_email='gward@python.net', + url='http://www.python.org/sigs/distutils-sig/', + packages=['distutils', 'distutils.command'], + ) + +(http://docs.python.org/distutils/) + +distutils basics +---------------- + +Once your setup.py is written, you can: + +:: + + python setup.py ... + build build everything needed to install + install install everything from build directory + sdist create a source distribution + (tarball, zip file, etc.) + bdist create a built (binary) distribution + bdist_rpm create an RPM distribution + bdist_wininst create an executable installer for MS Windows + upload upload binary package to PyPI + +wheels +------ + +"wheels" are the "new" package format for python. + +A wheel is essentially a zip file of the entire package, ready to be +unpacked in the right place on installation. + +``pip`` will look for wheels for OS-X and Windows on PyPi, and auto-install +them if they exist + +This is particularly nice for packages with non-python dependencies. + + +More complex packaging +---------------------- + +For a complex package: + +You want to use a well structured setup: + +http://the-hitchhikers-guide-to-packaging.readthedocs.org/en/latest/ + +develop mode +------------ + +While you are developing your package, Installing it is a pain. + +But you want your code to be able to import, etc. as though it were installed + +``setup.py develop`` installs links to your code, rather than copies +-- so it looks like it's installed, but it's using the original source + +``python setup.py develop`` + +You need ``setuptools`` and a setup.py to use it. + + +Applications +------------ + +For a complete application: + + * Web apps + * GUI apps + +Multiple options: + + * Virtualenv + VCS + * zc.buildout ( http://www.buildout.org/} + * System packages (rpm, deb, ...) + * Bundles... + + +Bundles +------- + +Bundles are Python + all your code + plus all the dependencies -- +all in one single "bundle" + +Most popular on Windows and OS-X + +:: + + py2exe + py2app + pyinstaller + ... + + +User doesn't even have to know it's python + +Examples: + + http://www.bitpim.org/ + + http://response.restoration.noaa.gov/nucos + +LAB +--- + +Write a setup.py for a script of yours + + * Ideally, your script relies on at least one other module + * At a minimum, you'll need to specify ``scripts`` + * and probably ``py_modules`` + * try: + + * ``python setup.py build`` + * ``python setup.py install`` + * ``python setup.py sdist`` + + * EXTRA: install ``setuptools`` + + * use: ``from setuptools import setup`` + * try: `` python setup.py develop`` + + * EXTRA2: install ``wheel`` + + * ``python setup.py bdist_wheel`` + + +(my example: ``Examples/Session09/capitalize``) diff --git a/_sources/supplements/python_for_linux.txt b/_sources/supplements/python_for_linux.txt new file mode 100644 index 00000000..058b26cd --- /dev/null +++ b/_sources/supplements/python_for_linux.txt @@ -0,0 +1,230 @@ +.. _python_for_linux: + +****************************** +Setting Up Python For Linux +****************************** + + +================================================== +Debian and Related Distros (Ubuntu, Linux Mint) +================================================== + +Python +------- + +Debian distros already have the stable python2 and python3 releases preinstalled [`1 `_]. Try the following commands: + +.. code-block:: bash + + $ python2 + Python 2.7.9 (default, April 2 2015, 15:33:32) + [GCC 4.9.2 on linux2] + >>> + +.. code-block:: bash + + $ python3 + Python 3.4.3 (default, March 26 2015, 15:33:32) + [GCC 4.9.2 on linux] + >>> + +That's nice, which one is the default version? Just type ``python`` to see. It's probably python2 still: + +.. code-block:: bash + + $ python + Python 2.7.9 (default, April 2 2015, 15:33:32) + [GCC 4.9.2 on linux2] + >>> + +If you want to make ``python3.4`` the default version then add the line ``alias python=python3`` to your user's ``/home/{user}/.bashrc`` file like so: + +.. code-block:: bash + + $ # before the change + $ python + Python 2.7.9 (default, April 2 2015, 15:33:32) + [GCC 4.9.2 on linux2] + >>> + + $ echo "alias python=python3" >> ~/.bashrc + $ source ~/.bashrc + + $ # after the change + $ python + Python 3.4.3 (default, March 26 2015, 15:33:32) + [GCC 4.9.2 on linux] + >>> + +If you don't have the version you want installed then use the package manager to find and install it: + +.. code-block:: bash + + $ # search the package manager for it + $ sudo apt-cache search python | grep '^python3.4\ -' + python3.4 - Interactive high-level object-oriented language (version 3.4) + $ # install it + $ sudo apt-get install python3.4 + + +Terminal +--------- + +Every Linux box has a terminal emulator -- find and use it. + + +git +---- + +Git is likely to be there on your system already, but if not: + +.. code-block:: bash + + $ sudo apt-get install git + +pip +--- + +``pip`` is the Python package installer. + +Many python packages are also available directly from your distro -- but you'll get the latest and greatest if you use ``pip`` to install it instead. + +To get pip, the first option is to use your system package manager, something like: + +.. code-block:: bash + + $ sudo apt-get install python3-pip + +If that doesn't work, then look up the `official manual install notes `_ + +iPython +-------- + +One we are going to use in class is ``iPython``:: + + $ sudo pip3 install ipython[all] + +You should now be able to run ``iPython``:: + + $ ipython3 + Python 3.4.3 () + Type "copyright", "credits" or "license" for more information. + + IPython 2.0.0 -- An enhanced Interactive Python. + ? -> Introduction and overview of IPython's features. + %quickref -> Quick reference. + help -> Python's own help system. + object? -> Details about 'object', use 'object??' for extra details. + + + +================================================== +Fedora and Red Hat Related Distros (CentOS) +================================================== + +.. warning:: + + CentOS is probably the most popular distro of these related flavors. However, getting Python3 on it can be a pain. You have been warned + +Python +------- + +Fedora distros already have the stable python2 and python3 releases preinstalled `[2] `_. However, CentOS, the most popular distro only has the stable python2 release. Try the following commands: + +.. code-block:: bash + + [centos@ip-172-31-21-5 ~]$ python2 + Python 2.7.5 (default, Jun 17 2014, 18:11:42) + [GCC 4.8.2 20140120 (Red Hat 4.8.2-16)] on linux2 + Type "help", "copyright", "credits" or "license" for more information. + >>> + + [centos@ip-172-31-21-5 ~]$ python3 + -bash: python3: command not found + + +Let's install python3 using the package manager. Step one install `Software Collections` to help us: + +.. code-block:: bash + + $ sudo yum -y install scl-utils + +Then go to the `software collections listing `_ and click on the python collection version you want to install. Note, you also need to know which version of CentOS you are using (probably 6 or 7). For example, we care about `python version 3.4` so let's go the `.rpm` i want to install `here `_: + +.. code-block:: bash + + $ # add this package to the rpm package manager + $ sudo rpm -Uvh https://www.softwarecollections.org/repos/rhscl/rh-python34/epel-7-x86_64/noarch/rhscl-rh-python34-epel-7-x86_64.noarch.rpm + + $ # install the right python version + $ sudo yum install rh-python34 + +When you want to use python3 run this command: + +.. code-block:: bash + + [centos@ip-172-31-21-5 ~]$ scl enable rh-python34 bash + + + + +Terminal +--------- + +Every Linux box has a terminal emulator -- find and use it. + + +git +---- + +Git is likely to be there on your system already, but if not: + +.. code-block:: bash + + $ sudo yum install git + +pip +--- + +``pip`` is the Python package installer. + +Many python packages are also available directly from your distro -- but you'll get the latest and greatest if you use ``pip`` to install it instead. + +In CentOS, if you used the above technique to install Python3, then it comes with pip. Try: + +.. code-block:: bash + + [centos@ip-172-31-21-5 ~]$ pip -V + pip 1.5.6 from /opt/rh/rh-python34/root/usr/lib/python3.4/site-packages (python 3.4) + +iPython +-------- + +One we are going to use in class is ``iPython``:: + + $ sudo pip install ipython[all] + +You should now be able to run ``iPython``:: + + $ ipython3 + Python 3.4.3 () + Type "copyright", "credits" or "license" for more information. + + IPython 2.0.0 -- An enhanced Interactive Python. + ? -> Introduction and overview of IPython's features. + %quickref -> Quick reference. + help -> Python's own help system. + object? -> Details about 'object', use 'object??' for extra details. + + +Footnotes: +=========== + +Debian Wiki +============= + https://wiki.debian.org/Python + +Fedora Wiki +============= + https://fedoraproject.org/wiki/Packaging:Python + diff --git a/_sources/supplements/python_for_mac.txt b/_sources/supplements/python_for_mac.txt new file mode 100644 index 00000000..8d82322b --- /dev/null +++ b/_sources/supplements/python_for_mac.txt @@ -0,0 +1,131 @@ +.. _python_for_mac: + +****************************** +Setting up your Mac for Python +****************************** + +================== +Getting The Tools +================== + +.. rst-class:: left + +OS-X comes with Python out of the box, but not the full setup you'll need for development, and this class. It also doesn't have the latest version(s), and no versino of Python 3. + +So we recommend installing a new version. + +.. rst-class:: left + +**Note**: + +.. rst-class:: left + +If you use ``macports`` or ``homebrew`` to manage \*nix software on your machine, feel free to use those for ``python``, ``git``, etc, as well. If not, then read on. + +Python +------ + +While OS-X does provide python out of the box -- it tends not to have the +latest version, and you really don't want to mess with the system +installation. So I recommend installing an independent installation from +``python.org``: + +Download and install Python 3.4.3 64/32 bit installer from Python.org: + +https://www.python.org/ftp/python/3.4.3/python-3.4.3-macosx10.6.pkg + +(you can probably use 3.5.0, too, but it's brand new, and there are a number of third party pacakges that are not yet available for it) + +Simple as that. + +Oddly, this does NOT install a ``python`` command, but rather a ``python3`` command. If you want to be able to simply type ``python`` and get python3, then you can add a symlink to the install:: + + $ cd /Library/Frameworks/Python.framework/Versions/3.5/bin + $ ln -s python3.5 python + +(or an alias in your shell -- an Unix geeks here?) + +Terminal +--------- + +The built-in "terminal" application works fine. Find it in: + +:: + + /Applications/Utilities/Terminal + +Drag it to the dock to easy access. + +git +---- + +Get a git client -- the gitHub GUI client may be nice -- I honestly don't know. + +There are a couple options for a command line client. + +This one: + +http://sourceforge.net/projects/git-osx-installer/ + +Is a big download and install, but has everything you need out of the box. + +NOTE: if you get a warnign about it beign unsigned, you'll need to go to yoru system preferences: + + "Security and Privacy" + + Then check the box saying "Open Anyway". Or maybe check the box saying you can install untrused pacakges -- depends on the OS-X version + +This one: + +http://git-scm.com/download/mac + +Works great, but you need the XCode command line tools to run it. If you already have that, or expect to need a compiler anyway, then this is a good option. + +You can get XCode from the Apple App Store. + +(If you try running "git" on the command line after installing, it should send you there). + +Warning: XCode is a BIG download. Once installed, run it so it can initialize itself. + +After either of these is installed, the ``git`` command should work: + +.. code-block:: bash + + $ git --version + git version 1.8.5.2 (Apple Git-48) + +pip +--- + +``pip`` is the Python package installer. It is updated faster than python itself, so once you have python, you want to get the latest version of pip working:: + + $ python -m ensurepip --upgrade + +[first make sure that ``python`` gives you the one you want. You may need to call ``python3`` instead] + +It should download and install the latest ``pip``. + +You can now use pip to install other packages. + +iPython +-------- + +One we are going to use in class is ``iPython``:: + + $ python3 -m pip install ipython[all] + +You should now be able to run ``iPython``:: + + Python 3.5.0 (v3.5.0:374f501f4567, Sep 12 2015, 11:00:19) + Type "copyright", "credits" or "license" for more information. + + IPython 4.0.0 -- An enhanced Interactive Python. + ? -> Introduction and overview of IPython's features. + %quickref -> Quick reference. + help -> Python's own help system. + object? -> Details about 'object', use 'object??' for extra details. + + + + + diff --git a/_sources/supplements/python_for_windows.txt b/_sources/supplements/python_for_windows.txt new file mode 100644 index 00000000..fa284be4 --- /dev/null +++ b/_sources/supplements/python_for_windows.txt @@ -0,0 +1,99 @@ +.. _python_for_windows: + +***************************** +Setting up Windows for Python +***************************** + +================== +Getting The Tools +================== + +Python +------- + +There are a number of python distributions available -- many designed for easier support of scientific programming: + +- Anaconda +- Enthought Canopy +- Python(x,y) + +But for core use, the installer from python.org is the way to go: + +https://www.python.org/downloads/ + +You want the installer for Python 3.x -- probably 64 bit, though if you have a 32 bit sytem, you can get that. There is essentially no difference for the purposes of this course. + +Double click and install. + + +Terminal +--------- + +If you are confident in your use of the "DOS Box" or "powershell", feel free to use one of those. However, your life may be easier if you install "Git Bash", as then you can follow unix-style terminal instructions exactly, and do not have to translate. Also, your instructors are more experienced with Bash. +From now on, if you hear the terms 'bash', 'shell' or 'terminal', know that this is the application that is being referred to. + +When you install Git Bash, you are installing git (and a git gui) as well, thus killing two birds with one stone, metaphorically speaking. + +https://git-for-windows.github.io/ + +This is actually your best bet for running Python also -- If you use the Git Bash shell, you can use the same commands as Linux and OS-X users. Regardless of which shell you choose, you will need to add Python to your environment. It is possible that this was done during the installation of python. If you type 'which python' into your terminal, and get back the answer '/c/python34/python', then you are good to go, otherwise, follow the instructions here: + +http://www.computerhope.com/issues/ch000549.htm + +Based on the subversion of Python you will want to add something like: + +``C:\Python34`` + +and + +``C:\Python34\Scripts`` + +to ``PATH`` + + +git +---- + +If you installed Git Bash, you will already have git, both usable in the terminal and as a gui, and can safely skip this section. If not, you still need a git client. You can use the above link and install git (it will install the bash shell as well, of course, but you can use your shell of choice instead). + +There is also TortoiseGit: + +https://code.google.com/p/tortoisegit/ + +which integrates git with the file manager. Feel free to use this if you already have an understanding of how git works, but for the purposes of learning, it may be better to use a command line client (git Bash above). + +pip +--- + +``pip`` is the Python package installer. It is updated faster than python itself, so once you have python you want to get the latest version of pip working:: + + $ python -m ensurepip --upgrade + +It should download and install the latest ``pip``. + +You can now use pip to install other packages. + +iPython +-------- + +One extra package we are going to use in class is ``iPython``:: + + $ pip install ipython[all] + +You should now be able to run ``iPython`` from the git bash shell:: + + $ ipython + Python 2.7.8 (v2.7.8:ee879c0ffa11, Jun 29 2014, 21:07:35) + Type "copyright", "credits" or "license" for more information. + + IPython 2.0.0 -- An enhanced Interactive Python. + ? -> Introduction and overview of IPython's features. + %quickref -> Quick reference. + help -> Python's own help system. + object? -> Details about 'object', use 'object??' for extra details. + +(or from the DOS box or PowerShell prompt) + +We will use this as our default python interpreter. + + diff --git a/_sources/supplements/python_learning_resources.txt b/_sources/supplements/python_learning_resources.txt new file mode 100644 index 00000000..829a1e03 --- /dev/null +++ b/_sources/supplements/python_learning_resources.txt @@ -0,0 +1,118 @@ +.. _python_learning_resources: + +********************************* +Useful Python Learning Resources +********************************* + +In addition to the material we cover in class, there are numerous online +resources to help a newcomer get to know Python. The following list represents +the best-known and best-regarded of the breed. If you are itching for a bit +more work on your Python chops, you should try these out. + +Python Language Resources +========================== + +As a Python programmer, you'll want to keep a bookmark pointed at the +official Python documentation (https://docs.python.org/3/), especially +the documentation for the standard library +(https://docs.python.org/3/library/index.html). However, there are a +number of additional resources you can (and should) use to help build +your Python chops. + +For the beginner +----------------- + +* **The Python Tutorial** + (https://docs.python.org/3/tutorial/): This is the + official tutorial from the Python website. No more authoritative source is + available. + +* **Code Academy Python Track** + (http://www.codecademy.com/tracks/python): Often + cited as a great resource, this site offers an entertaining and engaging + approach and in-browser work. + +* **Learn Python the Hard Way** + (http://learnpythonthehardway.org/book/): Solid + and gradual. This course offers a great foundation for folks who have never + programmed in any language before. + +* **Dive Into Python 3** + (http://www.diveintopython3.net/): The updated version + of a classic. This book offers an introduction to Python aimed at the student + who has experience programming in another language. + +* **Python for You and Me** + (http://pymbook.readthedocs.org/en/latest/): Simple + and clear. This is a great book for absolute newcomers, or to keep as a quick + reference as you get used to the language. + +* **Think Python** + (http://greenteapress.com/thinkpython/): Methodical and + complete. This book offers a very "computer science-style" introduction to + Python. It is really an intro to Python *in the service of* Computer Science, + though, so while helpful for the absolute newcomer, it isn't quite as + "pythonic" as it might be. + +* **Core Python Programming** + (http://corepython.com/): Only available as a dead trees version, but + if you like to have book to hold in your hands anyway, this + is the best textbook style introduction out there. It starts from the + beginning, but gets into the full language. Published in 2009, but still in + print, with updated appendixes available for new language features. + +* **Python 101** + (http://www.blog.pythonlibrary.org/2014/06/03/python-101-book-published-today/) + Available as a reasonably priced ebook. This is a new one from a popular Blogger + about Python. Lots of practical examples. Also avaiable as a Kindle book: + http://www.amazon.com/Python-101-Michael-Driscoll-ebook/dp/B00KQTFHNK + +Next Steps +---------------- + +* **New Coder** + (http://newcoder.io): Advertised as "Five lifejackets to throw to + the new coder", this site offers five very interesting tutorials written in + an engaging style. Not an introduction. More a second step. + +* **OpenHatch** + (https://openhatch.org/wiki/Intermediate_Python_Workshop/Projects): + The Open Hatch project offers a number of workshops with well-paced + intermediate tutorials for Python programming. A great place to go once you + have the basics down and are ready for more challenging work. + +Evaluating Your Options +----------------------------- + +The blurbs above are short descriptions of the material in each resource. We've +drawn them both from our own usage of the various tools, and from a wonderful +set of online reviews: + +(http://planningadinner.blogspot.com/search/label/So%20you%20want%20to%20learn%20Python.%20What%27s%20next%3F) + +done by Marta Maria Casetti on her blog, "Planning a Dinner" +(http://planningadinner.blogspot.com/). + +The poster she presented at PyCon 2014 +(http://planningadinner.blogspot.com/2014/04/the-poster.html) +as a result of that research offers some great hints about the aspects of +Python programming best covered by each resource. I would urge any new student +of Python to take the time to look over this poster to help determine the best +path forward for themselves. + +iPython Interpreter Resources +============================= + +iPython is an enhanced interpreter that makes interactive experimentation at the command line much more pleasant and powerful. + +* **The iPython tutorial** + (https://ipython.org/ipython-doc/stable/interactive/tutorial.html) + +* **Using IPython for interactive work** + (http://ipython.org/ipython-doc/stable/interactive/index.html) + Learn about the abilities iPython provides for interactive sessions. + +* **The iPython Documentation** + (http://ipython.org/ipython-doc/stable/index.html) + Use this to learn more about iPython's amazing capabilities. + diff --git a/_sources/supplements/shell.txt b/_sources/supplements/shell.txt new file mode 100644 index 00000000..552cac01 --- /dev/null +++ b/_sources/supplements/shell.txt @@ -0,0 +1,243 @@ +.. _shell_customization: + +******************************************* +Shell Customizations for Python Development +******************************************* + +The command line is your home as a developer. You must be comfortable there. +In order to improve your comfort there are a number of enhancements you can +make to improve your experience, especially with non-standard software like +``git`` and ``virtualenv`` + +What was that name, again? +========================== + +For example, ``bash`` offers tab completion. But that doesn't extend to +interactions with ``git``. Considering how many branches, tags and remotes you +end up interacting with, and how many long-winded commands there are in +``git``, having a similar autocompletion for them would be very nice. + +The folks who create such things have been kind enough to provide a shell +script that sets this up. And it's not hard to install. + +`The script`_ is called ``git-completion`` and it's available in ``bash``, +``tcsh`` and ``zsh`` flavors. + +.. _The script: https://github.com/git/git/tree/master/contrib/completion + +To use it, download the version of the script that corresponds to your +preferred shell from the tag of the git repo that corresponds to the version of +git you are using. I've got git 1.8.4.2 installed on my machine, so +`this is the version for me`_. Put it in your home directory: + +.. code-block:: bash + + $ cd + $ curl https://raw.github.com/git/git/v1.8.4.2/contrib/completion/git-completion.bash -o .git-completion.bash + +Then source it from your shell startup file: + +.. code-block:: bash + + source ~/.git-completion.bash + +There's even a nifty gist that `does this automatically`_ for OS X. + +.. _this is the version for me: https://raw.github.com/git/git/v1.8.4.2/contrib/completion/git-completion.bash +.. _does this automatically: https://gist.github.com/johngibb/972430 + +Once installed, you should be able to visit any repository you have on your +machine and get tab completion of branch names, remotes and all git commands. + +Where am I, what am I doing? +============================ + +As a working developer, you end up with a *lot* of projects. Even with tab +completion its a chore to remember which branch is checked out, how far ahead +or behind the remote you are, and so on. + +Enter `git-prompt`_. Again, you place this code in your home directory, and +then source it from your shell startup file: + +.. code-block:: bash + + source ~/.git-prompt.sh + +Once you do this you can use the ``__git_ps1`` shell command and a number of +shell variables to configure ``PS1`` and change your shell prompt. You can show +the name of the current branch of a repository when you are in one. You can +get information about the status of HEAD, modified files, stashes, untracked +files and more. + +.. _git-prompt: https://github.com/git/git/blob/master/contrib/completion/git-prompt.sh + +There's two ways to do this. The first is to use ``__git_ps1`` as a command +directly in a ``PS1`` expression in your shell startup file: + +.. code-block:: bash + + export PS1='[\u@\h \W$(__git_ps1 " (%s)")]\$ ' + +The result looks like this: + +.. image:: /_static/simple_prompt.png + :width: 600px + :alt: Overriding PS1 provides a customized shell prompt + + +That's not bad, but a bit of color would be nice, and perhaps breaking things +onto more than one line so you can parse what you're seeing more easily would +be helpful. + +For that, you'll need to change strategies. The ``__git_ps1`` command can be +used as a single element in the expression for ``PS1``. But it can also be +used itself as the ``PROMPT_COMMAND`` env variable (this command is for +``bash``, there's different one for ``zsh``). If defined, this command will be +used to form ``PS1`` dynamically. + +When you use ``__git_ps1`` in this way, a couple of things happen. First, +instead of taking only one optional argument (a format string), you can provide +two or optionally three arguments: + +* The first will be prepended to the output of the command +* The second will be appended after +* The optional third argumment will be used as a format string for the output + of the command itself. If there is no output, it will not appear at all. + +Combining these three elements can be very expressive. For example, A standard +OS X command prompt can be expressed like so: ``\h:\W \u\\\$ ``. If you use this +expression as the second argument, leave the first empty and provide a simple format +ending in a newline for the ``__git_ps1`` output, you get some nice results. + +Enter this in your shell startup file: + +.. code-block:: bash + + PROMPT_COMMAND='__git_ps1 "" "\h:\W \u\\\$ " "[%s]\n"' + +That produces a nice two-line prompt that appears when you're in a git repo, and +disappears when you're not: + +.. image:: /_static/two_line_prompt.png + :width: 600px + :alt: A two-line prompt showing current git repository + +You can also play with setting a few environment variables in your shell +startup file to expand this further. For example, colorizing the output and +providing information about the state of a repo: + +.. code-block:: bash + + GIT_PS1_SHOWDIRTYSTATE=1 + GIT_PS1_SHOWCOLORHINTS=1 + GIT_PS1_SHOWSTASHSTATE=1 + GIT_PS1_SHOWUPSTREAM="auto" + PROMPT_COMMAND='__git_ps1 "" "\h:\W \u\\\$ " "[%s]\n"' + +.. image:: /_static/color_git_prompt.png + :width: 600px + :alt: A colorized git prompt + +Not half bad at all. + +But wait, there's more. +======================= + +The problem with this is that it doesn't play well with another incredibly +useful tool, `virtualenv`_. When you activate a virtualenv, it prepends the name +of the environment you are working on to the shell prompt. + +But it uses the standard ``PS1`` shell variable to do this. Since you've now +used the ``PROMPT_COMMAND`` to create your prompt, ``PS1`` is ignored, and +this nice feature of virtualenv is lost. + +.. _virtualenv: http://virtualenv.org + +Luckily, there is a way out. Bash shell scripting offers `parameter expansion`_ +and a trick of the that syntax can help. Normally, a shell parameter is +referenced like so: + +.. code-block:: bash + + $ PARAM='foobar' + $ echo $PARAM + foobar + +In complicated situations, you can wrap the name of the paramter in curly +braces to avoid confusion with following characters: + +.. code-block:: bash + + $ echo ${PARAM}andthennotparam + foobarandthennotparam + +What is not as well known is that this curly-brace syntax has a lot of +interesting variations. For example, you can use ``PARAM`` as a test and +actually print something else entirely: + +.. code-block:: bash + + $ echo ${PARAM:+'foo'} + foo + $ echo ${PARAM:+'bar'} + + $ + +The key here is the ``:`` bit immediately after ``PARAM``. If the ``+`` +char is present, then if ``PARAM`` is unset or null, what comes after is not +printed, otherwise it is. + +If you look at the script that `activates a virtualenv in bash`_ you'll notice +that it exports ``VIRTUAL_ENV``. This means that so long as a virtualenv is +active, this environmental variable will be set. And it will be unset when no +environment is active. + +.. _parameter expansion: http://www.gnu.org/software/bash/manual/bash.html#Shell-Parameter-Expansion +.. _activates a virtualenv in bash: https://github.com/pypa/virtualenv/blob/develop/virtualenv_embedded/activate.sh + +You can use that! + +Armed with this knowledge, you can construct a shell expression that will either +print the name of the active virtualenv in square brackets, or print nothing if +no virtualenv was active: + +.. code-block:: bash + + $ echo ${VIRTUAL_ENV:+[`basename $VIRTUAL_ENV`]} + + $ source /path/to/someenv/bin/activate + $ echo ${VIRTUAL_ENV:+[`basename $VIRTUAL_ENV`]} + someenv + + +Roll that into your shell startup file. You'll have everything you want. You +can even throw in a little more color for good measure: + +.. code-block:: bash + + source ~/.git-prompt.sh + # PS1='[\u@\h \W$(__git_ps1 " (%s)")]\$ ' + GIT_PS1_SHOWDIRTYSTATE=1 + GIT_PS1_SHOWCOLORHINTS=1 + GIT_PS1_SHOWSTASHSTATE=1 + GIT_PS1_SHOWUPSTREAM="auto" + Color_Off="\[\033[0m\]" + Yellow="\[\033[0;33m\]" + PROMPT_COMMAND='__git_ps1 "${VIRTUAL_ENV:+[$Yellow`basename $VIRTUAL_ENV`$Color_Off]\n}" "\h:\W \u\\\$ " "[%s]\n"' + +And voilà! You've got a shell prompt that informs about all the things you'll +need to know when working on a daily basis: + +.. image:: /_static/virtualenv_prompt.png + :width: 600px + :alt: A shell session showing the prompt with both virtualenv and git information + +Wrap-Up +======= + +There is still a great deal more that you could do with your shell, but this +will suffice for now. If you are interested in reading further, there is +`a lot to learn`_. + +.. _a lot to learn: http://www.gnu.org/software/bash/manual/bash.html + diff --git a/_sources/supplements/sublime_as_ide.txt b/_sources/supplements/sublime_as_ide.txt new file mode 100644 index 00000000..1f9a115a --- /dev/null +++ b/_sources/supplements/sublime_as_ide.txt @@ -0,0 +1,380 @@ +.. _sublime_as_ide: + +************************************************** +Turning Sublime Text Into a Lightweight Python IDE +************************************************** + + +A solid text editor is a developer's best friend. You use it constantly and it +becomes like a second pair of hands. The keyboard commands you use daily +become so engrained in your muscle memory that you stop thinking about them +entirely. + +With Sublime Text, it's possible to turn your text editor into the functional +equivalent of a Python IDE. The best part is you don't have to install an IDE +to do it. + +Requirements +============ + +Here are *my* requirements for an 'IDE': + +* It should provide excellent, configurable syntax colorization. +* It should allow for robust tab completion. +* It should offer the ability to jump to the definition of symbols in other + files. +* It should perform automatic code linting to help avoid silly mistakes. +* It should be able to interact with a Python interpreter such that when + debugging, the editor will follow along with the debugger. + + +Which Version? +============== + +While Version 3 is still considered "beta", it is the one everyone is putting +their effort into, and some of the plugins I recommend are not available for +version 2. + + +Basic Settings +============== + +All configuration in Sublime Text is done via `JSON`_. It's simple to learn. go +and read that link then return here. + +There are a number of `different levels of configuration`_ in Sublime Text. You +will most often work on settings at the user level. + +.. _JSON: http://www.json.org +.. _different levels of configuration: http://www.sublimetext.com/docs/3/settings.html + +Open ``Preferences`` -> ``Settings - Default`` to see all the default settings +and choose which to override. + +Create your own set of preferences by opening ``Preferences`` -> ``Settings - +User``. This will create an empty file, you can then copy the settings you want +to override from the default set into your personal settings. + +Here's a reasonable set of preliminary settings (theme, color scheme and font +are quite personal, find ones that suit you.): + +.. code-block:: json + + source + + { + "color_scheme": "Packages/User/Cobalt (SL).tmTheme", + "theme": "Soda Light 3.sublime-theme", + // A font face that helps distinguish between 0 (the number) and 'O' (the letter) + // among other problem characters. YOu also want a "fixed width font" + // Monaco is a nice option that comes with all Macs. + // Not sure what's best on Windows. + "font_face": "Monaco", + // getting older. I wonder if comfy font size increases as a linear + // function of age? + "font_size": 15, + "ignored_packages": + [ + // I'm not a vi user, so this is of no use to me. + "Vintage" + ], + "rulers": + [ + // set text rulers so I can judge line length for pep8 + 72, // docstrings + 79, // optimum code line length + 100 // maximum allowable length + ], + "word_wrap": false, // I hate auto-wrapped text. + "wrap_width": 79 // This is used by a plugin elsewhere + "tab_size": 4, + "translate_tabs_to_spaces": true, + "use_tab_stops": true, + "draw_white_space": "all", // I like so see spaces and tabs -- makes it easier to debug + } + +Especially important is the setting ``translate_tabs_to_spaces``, which ensures +that any time you hit a tab key, the single ``\t`` character is replaced by four +``\s`` characters. In Python this is **vital**! + + +Extending the Editor +==================== + +Most of the requirements above go beyond basic editor function. Use Plugins. + +Sublime Text comes with a great system for `Package Control`_. It handles +installing and uninstalling plugins, and even updates installed plugins for +you. You can also manually install plugins that haven't made it to the big-time +yet, including `ones you write yourself`_. Happily, the plugin system is +Python! + +.. _Package Control: https://sublime.wbond.net +.. _ones you write yourself: http://docs.sublimetext.info/en/latest/extensibility/plugins.html + + +To install a plugin using Package Control, open the ``command palette`` with +``shift-super-P`` (``ctrl-shift-P`` on Windows/Linux). The ``super`` key is +``command`` or ``⌘`` on OS X. When the palette opens, typing ``install`` will +bring up the ``Package Control: Install Package`` command. Hit ``enter`` to +select it. + +.. image:: /_static/pc_menu.png + :width: 600px + :align: center + :alt: The package control command in the command palette. + +After you select the command, Sublime Text fetches an updated list of packages +from the network. It might take a second or two for the list to appear. When it +does, start to type the name of the package you want. Sublime Text filters the +list and shows you what you want to see. To install a plugin, select it with +the mouse, or use arrow keys to navigate the list and hit ``enter`` when your +plugin is highlighted. + +.. image:: /_static/plugin_list.png + :width: 600px + :align: center + +Useful Plugins +============== + +Here are the plugins I've installed to achieve the requirements above. + +Autocompletion +-------------- + +By default, Sublime Text will index symbols in open files and projects, but +that doesn't cover installed python packages that may be part of a non-standard +run environment. + +There are two to choose from: + +1. `SublimeCodeIntel`_ offers strong support for multiple languages through + it's own plugin system. It is a bit heavy and requires building an index. +2. `SublimeJedi`_ only supports Python, but is faster and keeps an index on its + own. + +.. _SublimeCodeIntel: https://sublime.wbond.net/packages/SublimeCodeIntel +.. _SublimeJedi: https://sublime.wbond.net/packages/Jedi%20-%20Python%20autocompletion + +I've installed ``SublimeJedi``, and used the following settings *per project* to +ensure that all relevant code is found: + +.. code-block:: json + + { + "folders": + [ + // ... + ], + + "settings": { + // ... + "python_interpreter_path": "/Users/cewing/pythons/python-2.7/bin/python", + + "python_package_paths": [ + "/path/to/project/buildout/parts/omelette" + ] + } + } + +The ``python_interpreter_path`` allows me to indicate which Python executable +should be introspected for symbol definitions. + +The ``python_package_paths`` setting allows designating additional paths that +will be searched for Python packages containing symbols. + +.. image:: /_static/tab_completion.png + :width: 600px + :align: center + :alt: Tab completion provided by SublimeJedi + +Once configured, you should be able to use the ``ctrl-shift-G`` keyboard +shortcut to jump directly to the definition of a symbol. You can also use +``alt-shift-F`` to find other usages of the same symbol elsewhere in your code. + +Code Linting +------------ + +Code linting shows you mistakes you've made in your source *before* you attempt +to run the code. This saves time. Sublime Text has an available plugin for code +linters called `SublimeLinter`_. + +.. _SublimeLinter: http://sublimelinter.readthedocs.org/en/latest/ + + +Python has a couple of great tools available for linting, the `pep8`_ and +`pyflakes`_ packages. ``Pep8`` checks for style violations, lines too long, +extra spaces and so on. ``Pyflakes`` checks for syntactic violations, like +using a symbol that isn't defined or importing a symbol you don't use. + +Another Python linting package, `flake8`_ combines these two, and adds in +`mccabe`_, a tool to check the `cyclomatic complexity`_ of code you write. This +can be of great help in discovering methods and functions that could be +simplified and thus made easier to understand and more testable. + + +.. _pep8: https://pypi.python.org/pypi/pep8 +.. _pyflakes: https://pypi.python.org/pypi/pyflakes +.. _flake8: https://pypi.python.org/pypi/flake8 +.. _mccabe: https://pypi.python.org/pypi/mccabe +.. _cyclomatic complexity: http://en.wikipedia.org/wiki/Cyclomatic_complexity + +There is a nice plugin for the SublimeLinter that `utilizes flake8`_. For it to +work, the plugin will need to have a Python executable that has the Python +tools it needs installed. + + + +Make sure that the python packages you need are installed in your main +python install, rather than a virtualenv. + + +.. _utilizes flake8: https://sublime.wbond.net/packages/SublimeLinter-flake8 + +Use Python packaging tools to install the required packages: + +.. code-block:: bash + + $ pip install flake8 + Downloading/unpacking flake8 + [...] + Downloading/unpacking pyflakes>=0.7.3 (from flake8) + [...] + Downloading/unpacking pep8>=1.4.6 (from flake8) + [...] + Downloading/unpacking mccabe>=0.2.1 (from flake8) + [...] + Installing collected packages: flake8, pyflakes, pep8, mccabe + [...] + Successfully installed flake8 pyflakes pep8 mccabe + Cleaning up... + $ + +Your Python install now has the required packages installed. + +try typeing these command to make sure:: + + $ flake8 + Usage: flake8 [options] input ... + + flake8: error: input not specified + +Now install SublimeLinter and then SublimeLinter-flake8 using Package Control. + +Here are the settings you can add to ``Preferences`` -> ``Package Settings`` -> +``SublimeLinter`` -> ``Settings - User``: + +.. code-block:: json + + { + //... + "linters": { + "flake8": { + "@disable": false, + "args": [], + "builtins": "", + "excludes": [], + "ignore": "", + "max-complexity": 10, + "max-line-length": null, + "select": "" + } + }, + //... + "paths": { + "linux": [], + "osx": [ + "/Users/cewing/virtualenvs/sublenv/bin" + ], + "windows": [] + }, + "python_paths": { + "linux": [], + "osx": [ + "/Users/cewing/virtualenvs/sublenv/bin" + ], + "windows": [] + }, + //... + } + +The ``paths`` key points to the path that contains the ``flake8`` executable +command. + +The ``python_paths`` key points to the location of the python executable to be +used. + +The settings inside the ``flake8`` object control the performance of the +linter. `Read more about them here`_. + +.. _Read more about them here: https://github.com/SublimeLinter/SublimeLinter-flake8#settings + +.. image:: /_static/flake8_output.png + :width: 600px + :align: center + :alt: Flake8 shows unused import and trailing whitespace issues. + +White Space Management +---------------------- + +One of the issues highlighted by ``flake8`` is trailing spaces. Sublime text +provides a setting that allows you to remove them every time you save a file: + +.. code-block:: json + + source + + { + "trim_trailing_whitespace_on_save": true + } + +**Do not use this setting** + +Removing trailing whitespace by default causes a *ton* of noise in commits. + +Keep commits for stylistic cleanup separate from those that make important +changes to code. + +The `TrailingSpaces`_ SublimeText plugin can help with this. + +.. _TrailingSpaces: https://github.com/SublimeText/TrailingSpaces + +Here are the settings you can use: + +.. code-block:: json + + { + //... + "trailing_spaces_modified_lines_only": true, + "trailing_spaces_trim_on_save": true, + // ... + } + +This allows trimming whitespace on save, but *only on lines you have directly +modified*. You can still trim *all* whitespace manually and keep changesets +free of noise. + +Follow-Along +------------ + +The final requirement for a reasonable IDE experience is to be able to follow a +debugging session in the file where the code exists. + +There is no plugin for SublimeText that supports this. But there is a Python +package you can install into the virtualenv for each of your projects that does +it. + +The package is called `PDBSublimeTextSupport`_ and its simple to install with ``pip``: + +.. _PDBSublimeTextSupport: https://pypi.python.org/pypi/PdbSublimeTextSupport + +.. code-block:: bash + + (projectenv)$ pip install PDBSublimeTextSupport + +With that package installed in the Python that is used for your project, any +breakpoint you set will automatically pop to the surface in SublimeText. And +as you step through the code, you will see the current line in your Sublime +Text file move along with you. + diff --git a/_sources/supplements/unicode.txt b/_sources/supplements/unicode.txt new file mode 100644 index 00000000..c44dff21 --- /dev/null +++ b/_sources/supplements/unicode.txt @@ -0,0 +1,537 @@ +Antoher verison os the Unicode discussion -- I htink there is a bit in here that we'll want to use. + + + +======== +Unicode +======== + +.. rst-class:: left + + I hope you all read this: + + The Absolute Minimum Every Software Developer Absolutely, + Positively Must Know About Unicode and Character Sets (No Excuses!) + + http://www.joelonsoftware.com/articles/Unicode.html + + If not -- go read it! + +Fact number 1: +-------------- + +.. rst-class:: centered medium + + Everything is made up of bytes + +If it's on disk or transmitted over a network, it's bytes + +Python provides some abstractions to make it easier to deal with bytes + +Unicode is a biggie + +Actually, dealing with numbers rather than bytes is big -- but we take that for granted + + +What the heck is Unicode anyway? +--------------------------------- + +* First there was chaos... + + * Different machines used different encodings + +* Then there was ASCII -- and all was good (7 bit), 127 characters + + * (for English speakers, anyway) + +* But each vendor used the top half (127-255) for different things. + + * macroman, Windows 1252, etc... + + * There is now "latin-1", but still a lot of old files around + +* Non Western-European languages required totally incompatible 1-byte + encodings + +* No way to mix languages with different alphabets. + +Fact number 2: +-------------- + +.. rst-class:: centered medium + + The world needs more than 255 charactors. + +.. rst-class:: centered + + Hello, world! • Здравствуй, мир! + + Բարեւ, աշխարհի! • !مرحبا ، العالم + + !שלום, עולם • 여보세요 세계! + + नमस्ते, दुनिया! • 你好，世界！ + + +Enter Unicode +-------------- + +The Unicode idea is pretty simple: + + * one "code point" for all characters in all languages + +But how do you express that in bytes? + * Early days: we can fit all the code points in a two byte integer (65536 characters) + + * Turns out that didn't work -- we now need 32 bit integer to hold all of unicode + "raw" (UTC-4) -- well we dopnt need that many, but common machines don't have + 24 bit integers. + +Enter "encodings": + * An encoding is a way to map specific bytes to a code point. + + * Each code point can have one or more bytes. + + +========= +Mechanics +========= + +What are strings? +----------------- + +Py2 strings are sequences of bytes + +Unicode strings are sequences of platonic characters + +It's almost one code point per character -- but there are complications +with combined characters: accents, etc. (we can ignore those most of the time) + +Platonic characters cannot be written to disk or network! + +(ANSI: one character == one byte -- so easy!) + + +str vs unicode +------------------- + +Python 2 has two types that let you work with text: + +* ``str`` + +* ``unicode`` + +And two ways to work with binary data: + +* ``str`` + +* ``bytes()`` (and ``bytearray``) + +**but:** + +.. code-block:: ipython + + In [86]: str is bytes + Out[86]: True + +``bytes`` is there for py3 compatibility -- but it's good for making your +intentions clear, too. + + +Unicode +-------- + +The ``unicode`` object lets you work with characters + +It has all the same methods as the string object. + +"encoding" is converting from a unicode object to bytes + +"decoding" is converting from bytes to a unicode object + +(sometimes this feels backwards...) + +Using unicode in Py2 +--------------------- + +Built in functions + +.. code-block:: python + + ord() + chr() + unichr() + str() + unicode() + +The codecs module + +.. code-block:: python + + import codecs + codecs.encode() + codecs.decode() + codecs.open() # better to use ``io.open`` + + +Encoding and Decoding +---------------------- + +Encoding + +.. code-block:: ipython + + In [17]: u"this".encode('utf-8') + Out[17]: 'this' + + In [18]: u"this".encode('utf-16') + Out[18]: '\xff\xfet\x00h\x00i\x00s\x00' + +Decoding + +.. code-block:: ipython + + In [99]: print '\xff\xfe."+"x\x00\xb2\x00'.decode('utf-16') + ∮∫x² + + + +Unicode Literals +------------------ + +1) Use unicode in your source files: + +.. code-block:: python + + # -*- coding: utf-8 -*- + +2) escape the unicode characters: + +.. code-block:: python + + print u"The integral sign: \u222B" + print u"The integral sign: \N{integral}" + +Lots of tables of code points online: + +One example: + http://inamidst.com/stuff/unidata/ + +:download:`hello_unicode.py <./hello_unicode.py>`. + + +Using Unicode +-------------- + +Use ``unicode`` objects in all your code + +Decode on input + +Encode on output + +Many packages do this for you: *XML processing, databases, ...* + +**Gotcha:** + +Python has a default encoding (usually ascii) + +.. code-block:: ipython + + In [2]: sys.getdefaultencoding() + Out[2]: 'ascii' + +The default encoding will get used in unexpected places! + +Using unicode everywhere +------------------------- + +Python 2.6 and above have a nice feature to make it easier to use unicode everywhere + +.. code-block:: python + + from __future__ import unicode_literals + +After running that line, the ``u''`` is assumed + +.. code-block:: ipython + + In [1]: s = "this is a regular py2 string" + In [2]: print type(s) + + + In [3]: from __future__ import unicode_literals + In [4]: s = "this is now a unicode string" + In [5]: type(s) + Out[5]: unicode + +NOTE: You can still get py2 strings from other sources! + + +Encodings +---------- + +What encoding should I use??? + +There are a lot: + +http://en.wikipedia.org/wiki/Comparison_of_Unicode_encodings + +But only a couple you are likely to need: + +* utf-8 (``*nix``) +* utf-16 (Windows) + +And of course, still the one-bytes ones. + +* ASCII +* Latin-1 + +UTF-8 +------- + +Probably the one you'll use most -- most common in Internet protocols (xml, JSON, etc.) + +Nice properties: + +* ASCII compatible: first 127 characters are the same + +* Any ascii string is a utf-8 string + +* compact for mostly-english text. + +Gotchas: + +* "higher" code points may use more than one byte: up to 4 for one character + +* ASCII compatible means in may work with default encoding in tests -- but then blow up with real data... + +UTF-16 +-------- + +Kind of like UTF-8, except it uses at least 16bits (2 bytes) for each character: not ASCII compatible. + +But it still needs more than two bytes for some code points, so you still can't assume two byte per character. + +In C/C++ held in a "wide char" or "wide string". + +MS Windows uses UTF-16, as does (I think) Java. + +UTF-16 criticism +----------------- + +There is a lot of criticism on the net about UTF-16 -- it's kind of the worst of both worlds: + +* You can't assume every character is the same number of bytes +* It takes up more memory than UTF-8 + +`UTF-16 Considered Harmful `_ + +But to be fair: + +Early versions of Unicode: everything fit into two bytes (65536 code points). + +MS and Java were fairly early adopters, and it seemed simple enough to just use 2 bytes per character. + +When it turned out that 4 bytes were really needed, they were kind of stuck in the middle. + +Latin-1 +-------- + +**NOT Unicode**: + +a 1-byte per char encoding. + +* Superset of ASCII suitable for Western European languages. + +* The most common one-byte per char encoding for European text. + +* Nice property -- every byte value from 0 to 255 is a valid character ( at least in Python ) + +.. nextslide:: + +* You will never get an UnicodeDecodeError if you try to decode arbitrary bytes with latin-1. + +* And it can "round-trip" through a unicode object. + +* Useful if you don't know the encoding -- at least it won't raise an Exception + +* Useful if you need to work with combined text+binary data. + +:download:`latin1_test.py <./latin1_test.py>`. + + +Unicode Docs +-------------- + +Python Docs Unicode HowTo: + +http://docs.python.org/howto/unicode.html + +"Reading Unicode from a file is therefore simple" + +.. code-block:: python + + import io + f = io.open('hello_unicode.py', encoding='utf-8') + for line in f: + print repr(line) + + +Encodings Built-in to Python: + http://docs.python.org/2/library/codecs.html#standard-encodings + + +Gotchas in Python 2 +-------------------- + +file names, etc: + +If you pass in unicode, you get unicode + +.. code-block:: ipython + + In [9]: os.listdir('./') + Out[9]: ['hello_unicode.py', 'text.utf16', 'text.utf32'] + + In [10]: os.listdir(u'./') + Out[10]: [u'hello_unicode.py', u'text.utf16', u'text.utf32'] + +Python deals with the file system encoding for you... + +But: some more obscure calls don't support unicode filenames: + +``os.statvfs()`` (http://bugs.python.org/issue18695) + + +.. nextslide:: + +Exception messages: + + * Py2 Exceptions use str when they print messages. + + * But what if you pass in a unicode object? + + * It is encoded with the default encoding. + + * ``UnicodeDecodeError`` Inside an Exception???? + + NOPE: it swallows it instead. + +:download:`unicode_exception_test.py <./unicode_exception_test.py>`. + +Unicode in Python 3 +---------------------- + +The "string" object is unicode. + +Py3 has two distinct concepts: + +* "text" -- uses the str object (which is always unicode!) +* "binary data" -- uses bytes or bytearray + +Everything that's about text is unicode. + +Everything that requires binary data uses bytes. + +It's all much cleaner. + +(by the way, the recent implementations are very efficient...) + + +================= +Basic Unicode LAB +================= + +.. rst-class left + +* Find some nifty non-ascii characters you might use. + + - Create a unicode object with them in two different ways. + - :download:`here <./hello_unicode.py>` is one example + +* Read the contents into unicode objects: + + - :download:`ICanEatGlass.utf8.txt <./ICanEatGlass.utf8.txt>` + - :download:`ICanEatGlass.utf16.txt <./ICanEatGlass.utf16.txt>` + +and/ or + + - :download:`text.utf8 <./text.utf8>` + - :download:`text.utf16 <./text.utf16>` + - :download:`text.utf32 <./text.utf32>` + +* write some of the text from the first exercise to file -- read that + file back in. + +.. nextslide:: Some Help + +.. rst-class:: left + +Reference: http://inamidst.com/stuff/unidata/ + +NOTE: if your terminal does not support unicode -- you'll get an error trying +to print. Try a different terminal or IDE, or google for a solution. + +Challenge Unicode LAB +---------------------- + +We saw this earlier + +.. code-block:: ipython + + In [38]: u'to \N{INFINITY} and beyond!'.decode('utf-8') + --------------------------------------------------------------------------- + UnicodeEncodeError Traceback (most recent call last) + in () + ----> 1 u'to \N{INFINITY} and beyond!'.decode('utf-8') + + /Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/encodings/utf_8.pyc in decode(input, errors) + 14 + 15 def decode(input, errors='strict'): + ---> 16 return codecs.utf_8_decode(input, errors, True) + 17 + 18 class IncrementalEncoder(codecs.IncrementalEncoder): + + UnicodeEncodeError: 'ascii' codec can't encode character u'\u221e' in position 3: ordinal not in range(128) + +.. nextslide:: + +But why would you **decode** a unicode object? + +And it should be a no-op -- why the exception? + +And why 'ascii'? I specified 'utf-8'! + +It's there for backward compatibility + +What's happening under the hood: + +.. code-block:: python + + u'to \N{INFINITY} and beyond!'.encode().decode('utf-8') + +It encodes with the default encoding (ascii), then decodes + +In this case, it barfs on attempting to encode to 'ascii' + +.. nextslide:: + +So never call decode on a unicode object! + +But what if someone passes one into a function of yours that's expecting +a py2 string? + +Type checking and converting -- yeach! + +Read: + +http://axialcorps.com/2014/03/20/unicode-str/ + +See if you can figure out the decorators: + +:download:`unicodify.py <./unicodify.py>`. + + +(This is advanced Python JuJu: Aren't you glad I didn't ask you to write +that yourself?) + diff --git a/_sources/supplements/virtualenv.txt b/_sources/supplements/virtualenv.txt new file mode 100644 index 00000000..2b11489e --- /dev/null +++ b/_sources/supplements/virtualenv.txt @@ -0,0 +1,420 @@ +.. _virtualenv_section: + +*********************** +Working with Virtualenv +*********************** + +.. rst-class:: medium + + "For every non-standard package installed in a system Python, the gods kill a + kitten" + + - me + +============ +Reasons Why +============ +.. rst-class:: left + + * As a working developer you will need to install packages that aren't in the + Python standard Library + * As a working developer you often need to install *different* versions of the + *same* library for different projects + * Conflicts arising from having the wrong version of a dependency installed can + cause long-term nightmares + * Use `virtualenv`_ ... + * **Always** + + +Installing Virtualenv +--------------------- + +The best way is to install directly in your system Python (one exception to the +rule). + +To do so you will have to have `pip`_ installed. + +Try the following command: + +.. code-block:: bash + + $ which pip + /usr/local/bin/pip + +If the ``which`` command returns no value for you, then ``pip`` is not +installed in your system. To fix this, follow `the instructions here`_. + +Once you have ``pip`` installed in your system, you can use it to install +`virtualenv`_. Because you are installing it into your system python, you will +most likely need ``superuser`` privileges to do so: + +.. code-block:: bash + + $ sudo pip install virtualenv + Downloading/unpacking virtualenv + Downloading virtualenv-1.11.2-py2.py3-none-any.whl (2.8MB): 2.8MB downloaded + Installing collected packages: virtualenv + Successfully installed virtualenv + Cleaning up... + +Great. Once that's done, you should find that you have a ``virtualenv`` +command available to you from your shell: + +.. code-block:: bash + + $ virtualenv --help + Usage: virtualenv [OPTIONS] DEST_DIR + + Options: + --version show program's version number and exit + -h, --help ... + + +.. _pip: http://www.pip-installer.org +.. _the instructions here: http://www.pip-installer.org/en/latest/installing.html + +================ +Using Virtualenv +================ + +.. rst-class:: left + + Creating a new virtualenv is very very simple: + + .. code-block:: bash + + $ virtualenv [options] + + + ```` is just the name of the environment you want to create. It's + arbitrary. Let's make one for demonstration purposes: + + .. code-block:: bash + + $ virtualenv demoenv + New python executable in demoenv/bin/python + Installing setuptools, pip...done. + +What Happened? +-------------- + +When you ran that command, a couple of things took place: + +* A new directory with your requested name was created +* A new Python executable was created in /bin (/Scripts on Windows) +* The new Python was cloned from your system Python (where virtualenv was + installed) +* The new Python was isolated from any libraries installed in the old Python +* Setuptools was installed so you have ``easy_install`` for this new python +* Pip was installed so you have ``pip`` for this new python + +Activation +---------- + +The virtual environment you just created, ``demoenv`` contains an executable +Python command, but if you do a quick check to see which Python executable is +found by your terminal, you'll see that it is not the one: + +.. code-block:: bash + + $ which python + /usr/bin/python + +You can execute the new Python by explicitly pointing to it: + +.. code-block:: bash + + $ ./demoenv/bin/python -V + Python 2.7.5 + +but that's tedious and hard to remember. Instead, ``activate`` your virtualenv +using the ``source`` command: + +.. code-block:: bash + + $ source demoenv/bin/activate + (demoenv)$ which python + /Users/cewing/demoenv/bin/python + +There. That's better. Now whenever you run the ``python`` command, the +executable that will be used will be the new one in your ``demoenv``. + +Notice also that the your shell prompt has changed. It indicates which +``virtualenv`` is currently active. Little clues like that really help you to +keep things straight when you've got a lot of projects going on, so it's nice +the makers of virtualenv thought of it. + +Installing Packages +------------------- + +Now that your virtualenv is active, not only has your ``python`` executable been +hijacked, so have ``pip`` and ``easy_install``: + +.. code-block:: bash + + (demoenv)$ which pip + /Users/cewing/demoenv/bin/pip + (demoenv)$ which easy_install + /Users/cewing/demoenv/bin/easy_install + +This means that using these tools to install packages will install them *into +your virtual environment only* and not into the system Python. Let's see this +in action. We'll install a package called ``docutils`` that provides support +for converting ReStructuredText documents into other formats like HTML, LaTeX +and more: + +.. code-block:: bash + + (demoenv)$ pip install docutils + Downloading/unpacking docutils + Downloading docutils-0.11.tar.gz (1.6MB): 1.6MB downloaded + Running setup.py (path:/Users/cewing/demoenv/build/docutils/setup.py) egg_info for package docutils + ... + changing mode of /Users/cewing/demoenv/bin/rst2xml.py to 755 + changing mode of /Users/cewing/demoenv/bin/rstpep2html.py to 755 + Successfully installed docutils + Cleaning up... + +And now, when we fire up our Python interpreter, the docutils package is +available to us: + +.. code-block:: pycon + + (demoenv)$ python + Python 2.7.5 (default, Aug 25 2013, 00:04:04) + [GCC 4.2.1 Compatible Apple LLVM 5.0 (clang-500.0.68)] on darwin + Type "help", "copyright", "credits" or "license" for more information. + >>> import docutils + >>> docutils.__path__ + ['/Users/cewing/demoenv/lib/python2.7/site-packages/docutils'] + >>> ^d + (demoenv)$ + +There's one other interesting side-effect of installing software with +``virtualenv``. The ``docutils`` package provides a number of executable +scripts when it is installed: ``rst2html.py``, ``rst2latex.py`` and so on. +These scripts are set up to execute using the Python with which they were +built. What this means is that running these scripts will use the Python +executable in your virtualenv, *even if that virtualenv is not active*! + +Deactivation +------------ + +So you've got a virtual environment created. And you've activated it so that +you can install packages and use them. Eventually you'll need to move on to +some other project. This likely means that you'll need to stop working with +this ``virtualenv`` and switch to another (it's a good idea to keep a separate +``virtualenv`` for every project you work on). + +When a ``virtualenv`` is active, all you have to do is use the ``deactivate`` +command: + +.. code-block:: bash + + (demoenv)$ deactivate + $ which python + /usr/bin/python + +Note that your shell prompt returns to normal, and now the executable Python +found when you check ``python`` is the system one again. + +Cleaning Up +----------- + +The final great advantage that ``virtualenv`` confers on you as a developer is +the ability to easily remove a batch of installed Python software from your +system. Consider a situation where you installed a library that breaks your +Python (it happens). If you are working in your system Python, you now have to +figure out what that package installed, where, and go clean it out manually. +With ``virtualenv`` the process is as simple as removing the directory that +virtualenv created when you started out. Let's do that with our ``demoenv``: + +.. code-block:: bash + + $ rm -rf demoenv + +And that's it. The entire environment and all the packages you installed into +it are now gone. There's no traces left to pollute your world. + +VirtualenvWrapper +================= + +So you have this great tool that allows you to build isolated environments in +which you can install Python software. Several questions arise when considering +this. + +* Where should such environments be placed? +* How can the environments be tied to the projects you are working on? +* Once you have more than a trivial number of projects, how can you keep track + of all these virtualenvs? + +Like any good tool, ``virtualenv`` does not impose on you any particular way of +working. You can place your environments into the directories where you are +building the project to which they apply. You can keep them all in a single +global location. You can build a random path generator that drops them +wherever. + +But any of these methods lead inevetably to chaos. They require too much from +you. It would be better if you could manage your virtual environments easily +and intuitively. + +With `virtualenvwrapper`_ you can. + +Installation +------------ + +Let's start by installing the package in our system Python, alongside +``virtualenv`` (again, you'll need ``superuser`` to do this): + +.. code-block:: bash + + $ sudo pip install virtualenvwrapper + Downloading/unpacking virtualenvwrapper + Downloading virtualenvwrapper-4.2.tar.gz (125kB): 125kB downloaded + Running setup.py (path:/private/tmp/pip_build_root/virtualenvwrapper/setup.py) egg_info for package virtualenvwrapper + ... + Successfully installed virtualenvwrapper virtualenv-clone stevedore + Cleaning up... + $ + +Once that's finished, you'll need to wire the system up by letting your shell +know that the commands it provides are present. Add the following lines to your +shell startup file (``.profile``, ``.bash-profile``, ...): + +.. code-block:: bash + + export WORKON_HOME=~/.virtualenvs + source /usr/local/bin/virtualenvwrapper.sh + +This will create a new environmental variable, ``WORKON_HOME``, that determines +where new virtual environments will be created. The actual name is completely +arbitrary. + +You'll need to be sure that the location you set exists: + +.. code-block:: bash + + $ mkdir ~/.virtualenvs + +Using ``mkvirtualenv`` +---------------------- + +When you've done that, start a new terminal and you'll have access to the +``mkvirtualenv`` command: + +.. code-block:: bash + + $ mkvirtualenv testenv + New python executable in testenv/bin/python + Installing setuptools, pip...done. + (testenv)$ ls ~/.virtualenvs + testenv + (testenv)$ which python + /Users/cewing/.virtualenvs/testenv/bin/python + (testenv)$ + +Notice a couple of things: + +* The new environment you asked for was created in ``WORKON_HOME`` +* The new environment was *immedately* activated for you + +That's a nice feature, eh? No more needing to remember to ``activate`` the env +you just created to install packages. + +Using ``workon`` +---------------- + +In addition to this nice little feature, you can also use the ``workon`` +command to see which environments you have, and to switch from one to another: + +.. code-block:: bash + + (testenv)$ workon + testenv + (testenv)$ mkvirtualenv number2 + New python executable in number2/bin/python + Installing setuptools, pip...done. + (number2)$ workon + number2 + testenv + (number2)$ workon testenv + (testenv)$ + +Sweet! + +The same ``deactivate`` command can get you back to your system environment: + +.. code-block:: bash + + (testenv)$ deactivate + $ + +Using ``mkproject`` +------------------- + +That takes care of deciding where to put new environments. It also clears up +the question of how to remember which ones you have and how to start them up +and switch between them. But we still have to figure out how to remember which +environment goes with which project. + +That's what the ``mkproject`` command is for. + +First, go back to your shell startup file and add a new environmental variable: + +.. code-block:: bash + + export PROJECT_HOME=~/projects #<- this line here is new + export WORKON_HOME=~/.virtualenvs + source /usr/local/bin/virtualenvwrapper.sh + +Then, make sure the directory you named exists: + +.. code-block:: bash + + $ mkdir ~/projects + +After all that, fire up a new shell to pick up the changes and try this: + +.. code-block:: bash + + $ mkproject foo + New python executable in foo/bin/python + Installing setuptools, pip...done. + Creating /Users/cewing/projects/foo + Setting project for foo to /Users/cewing/projects/foo + (foo)$ which python + /Users/cewing/.virtualenvs/foo/bin/python + (foo)$ pwd + /Users/cewing/projects/foo + (foo)$ ls -a $VIRTUAL_ENV + . .Python bin lib + .. .project include + (foo)$ more $VIRTUAL_ENV/.project + /Users/cewing/projects/foo + +Whoa! That command did a lot: + +* Created a new ``virtualenv`` in your ``$WORKON_HOME`` +* Created a new project directory in your ``$PROJECT_HOME`` +* Placed a ``.project`` file in your home directory with a path leading to the + associated project directory +* Activated the new virtualenv for you +* Automatically moved your present working directory to the new project + directory. + +And now, you can begin working on your ``foo`` project, secure that you will be +installing packages into the right environment. + +A Few Last Words +================ + +This quick introduction is **by no means** an exhaustive manual for either of +the packages we've talked about. There is a great deal more that they can do. +In particular, ``virtualenvwrapper`` is highly customizable, with support for +custom scripts to be hooked into every stage of the ``virtualenv`` workflow. + +I urge you to read the documentation for `virtualenv`_ and `virtualenvwrapper`_ +yourself to find out more. + +.. _virtualenv: http://www.virtualenv.org/ +.. _virtualenvwrapper: http://virtualenvwrapper.readthedocs.org diff --git a/_static/ajax-loader.gif b/_static/ajax-loader.gif new file mode 100644 index 0000000000000000000000000000000000000000..61faf8cab23993bd3e1560bff0668bd628642330 GIT binary patch literal 673 zcmZ?wbhEHb6krfw_{6~Q|Nno%(3)e{?)x>&1u}A`t?OF7Z|1gRivOgXi&7IyQd1Pl zGfOfQ60;I3a`F>X^fL3(@);C=vM_KlFfb_o=k{|A33hf2a5d61U}gjg=>Rd%XaNQW zW@Cw{|b%Y*pl8F?4B9 zlo4Fz*0kZGJabY|>}Okf0}CCg{u4`zEPY^pV?j2@h+|igy0+Kz6p;@SpM4s6)XEMg z#3Y4GX>Hjlml5ftdH$4x0JGdn8~MX(U~_^d!Hi)=HU{V%g+mi8#UGbE-*ao8f#h+S z2a0-5+vc7MU$e-NhmBjLIC1v|)9+Im8x1yacJ7{^tLX(ZhYi^rpmXm0`@ku9b53aN 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Multiple values per key are supported, + * it will always return arrays of strings for the value parts. + */ +jQuery.getQueryParameters = function(s) { + if (typeof s == 'undefined') + s = document.location.search; + var parts = s.substr(s.indexOf('?') + 1).split('&'); + var result = {}; + for (var i = 0; i < parts.length; i++) { + var tmp = parts[i].split('=', 2); + var key = jQuery.urldecode(tmp[0]); + var value = jQuery.urldecode(tmp[1]); + if (key in result) + result[key].push(value); + else + result[key] = [value]; + } + return result; +}; + +/** + * highlight a given string on a jquery object by wrapping it in + * span elements with the given class name. + */ +jQuery.fn.highlightText = function(text, className) { + function highlight(node) { + if (node.nodeType == 3) { + var val = node.nodeValue; + var pos = val.toLowerCase().indexOf(text); + if (pos >= 0 && !jQuery(node.parentNode).hasClass(className)) { + var span = document.createElement("span"); + span.className = className; + span.appendChild(document.createTextNode(val.substr(pos, text.length))); + node.parentNode.insertBefore(span, node.parentNode.insertBefore( + document.createTextNode(val.substr(pos + text.length)), + node.nextSibling)); + node.nodeValue = val.substr(0, pos); + } + } + else if (!jQuery(node).is("button, select, textarea")) { + jQuery.each(node.childNodes, function() { + highlight(this); + }); + } + } + return this.each(function() { + highlight(this); + }); +}; + +/* + * backward compatibility for jQuery.browser + * This will be supported until firefox bug is fixed. + */ +if (!jQuery.browser) { + jQuery.uaMatch = function(ua) { + ua = ua.toLowerCase(); + + var match = /(chrome)[ \/]([\w.]+)/.exec(ua) || + /(webkit)[ \/]([\w.]+)/.exec(ua) || + /(opera)(?:.*version|)[ \/]([\w.]+)/.exec(ua) || + /(msie) ([\w.]+)/.exec(ua) || + ua.indexOf("compatible") < 0 && /(mozilla)(?:.*? rv:([\w.]+)|)/.exec(ua) || + []; + + return { + browser: match[ 1 ] || "", + version: match[ 2 ] || "0" + }; + }; + jQuery.browser = {}; + jQuery.browser[jQuery.uaMatch(navigator.userAgent).browser] = true; +} + +/** + * Small JavaScript module for the documentation. + */ +var Documentation = { + + init : function() { + this.fixFirefoxAnchorBug(); + this.highlightSearchWords(); + this.initIndexTable(); + + }, + + /** + * i18n support + */ + TRANSLATIONS : {}, + PLURAL_EXPR : function(n) { return n == 1 ? 0 : 1; }, + LOCALE : 'unknown', + + // gettext and ngettext don't access this so that the functions + // can safely bound to a different name (_ = Documentation.gettext) + gettext : function(string) { + var translated = Documentation.TRANSLATIONS[string]; + if (typeof translated == 'undefined') + return string; + return (typeof translated == 'string') ? translated : translated[0]; + }, + + ngettext : function(singular, plural, n) { + var translated = Documentation.TRANSLATIONS[singular]; + if (typeof translated == 'undefined') + return (n == 1) ? singular : plural; + return translated[Documentation.PLURALEXPR(n)]; + }, + + addTranslations : function(catalog) { + for (var key in catalog.messages) + this.TRANSLATIONS[key] = catalog.messages[key]; + this.PLURAL_EXPR = new Function('n', 'return +(' + catalog.plural_expr + ')'); + this.LOCALE = catalog.locale; + }, + + /** + * add context elements like header anchor links + */ + addContextElements : function() { + $('div[id] > :header:first').each(function() { + $('\u00B6'). + attr('href', '#' + this.id). + attr('title', _('Permalink to this headline')). + appendTo(this); + }); + $('dt[id]').each(function() { + $('\u00B6'). + attr('href', '#' + this.id). + attr('title', _('Permalink to this definition')). + appendTo(this); + }); + }, + + /** + * workaround a firefox stupidity + * see: https://bugzilla.mozilla.org/show_bug.cgi?id=645075 + */ + fixFirefoxAnchorBug : function() { + if (document.location.hash) + window.setTimeout(function() { + document.location.href += ''; + }, 10); + }, + + /** + * highlight the search words provided in the url in the text + */ + highlightSearchWords : function() { + var params = $.getQueryParameters(); + var terms = (params.highlight) ? params.highlight[0].split(/\s+/) : []; + if (terms.length) { + var body = $('div.body'); + if (!body.length) { + body = $('body'); + } + window.setTimeout(function() { + $.each(terms, function() { + body.highlightText(this.toLowerCase(), 'highlighted'); + }); + }, 10); + $('

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[ this[j] ] : [] ); + }, + + end: function() { + return this.prevObject || this.constructor(null); + }, + + // For internal use only. + // Behaves like an Array's method, not like a jQuery method. + push: push, + sort: deletedIds.sort, + splice: deletedIds.splice +}; + +jQuery.extend = jQuery.fn.extend = function() { + var src, copyIsArray, copy, name, options, clone, + target = arguments[0] || {}, + i = 1, + length = arguments.length, + deep = false; + + // Handle a deep copy situation + if ( typeof target === "boolean" ) { + deep = target; + + // skip the boolean and the target + target = arguments[ i ] || {}; + i++; + } + + // Handle case when target is a string or something (possible in deep copy) + if ( typeof target !== "object" && !jQuery.isFunction(target) ) { + target = {}; + } + + // extend jQuery itself if only one argument is passed + if ( i === length ) { + target = this; + i--; + } + + for ( ; i < length; i++ ) { + // Only deal with non-null/undefined values + if ( (options = arguments[ i ]) != null ) { + // Extend the base object + for ( name in options ) { + src = target[ name ]; + copy = options[ name ]; + + // Prevent never-ending loop + if ( target === copy ) { + continue; + } + + // Recurse if we're merging plain objects or arrays + if ( deep && copy && ( jQuery.isPlainObject(copy) || (copyIsArray = jQuery.isArray(copy)) ) ) { + if ( copyIsArray ) { + copyIsArray = false; + clone = src && jQuery.isArray(src) ? src : []; + + } else { + clone = src && jQuery.isPlainObject(src) ? src : {}; + } + + // Never move original objects, clone them + target[ name ] = jQuery.extend( deep, clone, copy ); + + // Don't bring in undefined values + } else if ( copy !== undefined ) { + target[ name ] = copy; + } + } + } + } + + // Return the modified object + return target; +}; + +jQuery.extend({ + // Unique for each copy of jQuery on the page + expando: "jQuery" + ( version + Math.random() ).replace( /\D/g, "" ), + + // Assume jQuery is ready without the ready module + isReady: true, + + error: function( msg ) { + throw new Error( msg ); + }, + + noop: function() {}, + + // See test/unit/core.js for details concerning isFunction. + // Since version 1.3, DOM methods and functions like alert + // aren't supported. They return false on IE (#2968). + isFunction: function( obj ) { + return jQuery.type(obj) === "function"; + }, + + isArray: Array.isArray || function( obj ) { + return jQuery.type(obj) === "array"; + }, + + isWindow: function( obj ) { + /* jshint eqeqeq: false */ + return obj != null && obj == obj.window; + }, + + isNumeric: function( obj ) { + // parseFloat NaNs numeric-cast false positives (null|true|false|"") + // ...but misinterprets leading-number strings, particularly hex literals ("0x...") + // subtraction forces infinities to NaN + return !jQuery.isArray( obj ) && obj - parseFloat( obj ) >= 0; + }, + + isEmptyObject: function( obj ) { + var name; + for ( name in obj ) { + return false; + } + return true; + }, + + isPlainObject: function( obj ) { + var key; + + // Must be an Object. + // Because of IE, we also have to check the presence of the constructor property. + // Make sure that DOM nodes and window objects don't pass through, as well + if ( !obj || jQuery.type(obj) !== "object" || obj.nodeType || jQuery.isWindow( obj ) ) { + return false; + } + + try { + // Not own constructor property must be Object + if ( obj.constructor && + !hasOwn.call(obj, "constructor") && + !hasOwn.call(obj.constructor.prototype, "isPrototypeOf") ) { + return false; + } + } catch ( e ) { + // IE8,9 Will throw exceptions on certain host objects #9897 + return false; + } + + // Support: IE<9 + // Handle iteration over inherited properties before own properties. + if ( support.ownLast ) { + for ( key in obj ) { + return hasOwn.call( obj, key ); + } + } + + // Own properties are enumerated firstly, so to speed up, + // if last one is own, then all properties are own. + for ( key in obj ) {} + + return key === undefined || hasOwn.call( obj, key ); + }, + + type: function( obj ) { + if ( obj == null ) { + return obj + ""; + } + return typeof obj === "object" || typeof obj === "function" ? + class2type[ toString.call(obj) ] || "object" : + typeof obj; + }, + + // Evaluates a script in a global context + // Workarounds based on findings by Jim Driscoll + // http://weblogs.java.net/blog/driscoll/archive/2009/09/08/eval-javascript-global-context + globalEval: function( data ) { + if ( data && jQuery.trim( data ) ) { + // We use execScript on Internet Explorer + // We use an anonymous function so that context is window + // rather than jQuery in Firefox + ( window.execScript || function( data ) { + window[ "eval" ].call( window, data ); + } )( data ); + } + }, + + // Convert dashed to camelCase; used by the css and data modules + // Microsoft forgot to hump their vendor prefix (#9572) + camelCase: function( string ) { + return string.replace( rmsPrefix, "ms-" ).replace( rdashAlpha, fcamelCase ); + }, + + nodeName: function( elem, name ) { + return elem.nodeName && elem.nodeName.toLowerCase() === name.toLowerCase(); + }, + + // args is for internal usage only + each: function( obj, callback, args ) { + var value, + i = 0, + length = obj.length, + isArray = isArraylike( obj ); + + if ( args ) { + if ( isArray ) { + for ( ; i < length; i++ ) { + value = callback.apply( obj[ i ], args ); + + if ( value === false ) { + break; + } + } + } else { + for ( i in obj ) { + value = callback.apply( obj[ i ], args ); + + if ( value === false ) { + break; + } + } + } + + // A special, fast, case for the most common use of each + } else { + if ( isArray ) { + for ( ; i < length; i++ ) { + value = callback.call( obj[ i ], i, obj[ i ] ); + + if ( value === false ) { + break; + } + } + } else { + for ( i in obj ) { + value = callback.call( obj[ i ], i, obj[ i ] ); + + if ( value === false ) { + break; + } + } + } + } + + return obj; + }, + + // Support: Android<4.1, IE<9 + trim: function( text ) { + return text == null ? + "" : + ( text + "" ).replace( rtrim, "" ); + }, + + // results is for internal usage only + makeArray: function( arr, results ) { + var ret = results || []; + + if ( arr != null ) { + if ( isArraylike( Object(arr) ) ) { + jQuery.merge( ret, + typeof arr === "string" ? + [ arr ] : arr + ); + } else { + push.call( ret, arr ); + } + } + + return ret; + }, + + inArray: function( elem, arr, i ) { + var len; + + if ( arr ) { + if ( indexOf ) { + return indexOf.call( arr, elem, i ); + } + + len = arr.length; + i = i ? i < 0 ? Math.max( 0, len + i ) : i : 0; + + for ( ; i < len; i++ ) { + // Skip accessing in sparse arrays + if ( i in arr && arr[ i ] === elem ) { + return i; + } + } + } + + return -1; + }, + + merge: function( first, second ) { + var len = +second.length, + j = 0, + i = first.length; + + while ( j < len ) { + first[ i++ ] = second[ j++ ]; + } + + // Support: IE<9 + // Workaround casting of .length to NaN on otherwise arraylike objects (e.g., NodeLists) + if ( len !== len ) { + while ( second[j] !== undefined ) { + first[ i++ ] = second[ j++ ]; + } + } + + first.length = i; + + return first; + }, + + grep: function( elems, callback, invert ) { + var callbackInverse, + matches = [], + i = 0, + length = elems.length, + callbackExpect = !invert; + + // Go through the array, only saving the items + // that pass the validator function + for ( ; i < length; i++ ) { + callbackInverse = !callback( elems[ i ], i ); + if ( callbackInverse !== callbackExpect ) { + matches.push( elems[ i ] ); + } + } + + return matches; + }, + + // arg is for internal usage only + map: function( elems, callback, arg ) { + var value, + i = 0, + length = elems.length, + isArray = isArraylike( elems ), + ret = []; + + // Go through the array, translating each of the items to their new values + if ( isArray ) { + for ( ; i < length; i++ ) { + value = callback( elems[ i ], i, arg ); + + if ( value != null ) { + ret.push( value ); + } + } + + // Go through every key on the object, + } else { + for ( i in elems ) { + value = callback( elems[ i ], i, arg ); + + if ( value != null ) { + ret.push( value ); + } + } + } + + // Flatten any nested arrays + return concat.apply( [], ret ); + }, + + // A global GUID counter for objects + guid: 1, + + // Bind a function to a context, optionally partially applying any + // arguments. + proxy: function( fn, context ) { + var args, proxy, tmp; + + if ( typeof context === "string" ) { + tmp = fn[ context ]; + context = fn; + fn = tmp; + } + + // Quick check to determine if target is callable, in the spec + // this throws a TypeError, but we will just return undefined. + if ( !jQuery.isFunction( fn ) ) { + return undefined; + } + + // Simulated bind + args = slice.call( arguments, 2 ); + proxy = function() { + return fn.apply( context || this, args.concat( slice.call( arguments ) ) ); + }; + + // Set the guid of unique handler to the same of original handler, so it can be removed + proxy.guid = fn.guid = fn.guid || jQuery.guid++; + + return proxy; + }, + + now: function() { + return +( new Date() ); + }, + + // jQuery.support is not used in Core but other projects attach their + // properties to it so it needs to exist. + support: support +}); + +// Populate the class2type map +jQuery.each("Boolean Number String Function Array Date RegExp Object Error".split(" "), function(i, name) { + class2type[ "[object " + name + "]" ] = name.toLowerCase(); +}); + +function isArraylike( obj ) { + var length = obj.length, + type = jQuery.type( obj ); + + if ( type === "function" || jQuery.isWindow( obj ) ) { + return false; + } + + if ( obj.nodeType === 1 && length ) { + return true; + } + + return type === "array" || length === 0 || + typeof length === "number" && length > 0 && ( length - 1 ) in obj; +} +var Sizzle = +/*! + * Sizzle CSS Selector Engine v1.10.19 + * http://sizzlejs.com/ + * + * Copyright 2013 jQuery Foundation, Inc. and other contributors + * Released under the MIT license + * http://jquery.org/license + * + * Date: 2014-04-18 + */ +(function( window ) { + +var i, + support, + Expr, + getText, + isXML, + tokenize, + compile, + select, + outermostContext, + sortInput, + hasDuplicate, + + // Local document vars + setDocument, + document, + docElem, + documentIsHTML, + rbuggyQSA, + rbuggyMatches, + matches, + contains, + + // Instance-specific data + expando = "sizzle" + -(new Date()), + preferredDoc = window.document, + dirruns = 0, + done = 0, + classCache = createCache(), + tokenCache = createCache(), + compilerCache = createCache(), + sortOrder = function( a, b ) { + if ( a === b ) { + hasDuplicate = true; + } + return 0; + }, + + // General-purpose constants + strundefined = typeof undefined, + MAX_NEGATIVE = 1 << 31, + + // Instance methods + hasOwn = ({}).hasOwnProperty, + arr = [], + pop = arr.pop, + push_native = arr.push, + push = arr.push, + slice = arr.slice, + // Use a stripped-down indexOf if we can't use a native one + indexOf = arr.indexOf || function( elem ) { + var i = 0, + len = this.length; + for ( ; i < len; i++ ) { + if ( this[i] === elem ) { + return i; + } + } + return -1; + }, + + booleans = "checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped", + + // Regular expressions + + // Whitespace characters http://www.w3.org/TR/css3-selectors/#whitespace + whitespace = "[\\x20\\t\\r\\n\\f]", + // http://www.w3.org/TR/css3-syntax/#characters + characterEncoding = "(?:\\\\.|[\\w-]|[^\\x00-\\xa0])+", + + // Loosely modeled on CSS identifier characters + // An unquoted value should be a CSS identifier http://www.w3.org/TR/css3-selectors/#attribute-selectors + // Proper syntax: http://www.w3.org/TR/CSS21/syndata.html#value-def-identifier + identifier = characterEncoding.replace( "w", "w#" ), + + // Attribute selectors: http://www.w3.org/TR/selectors/#attribute-selectors + attributes = "\\[" + whitespace + "*(" + characterEncoding + ")(?:" + whitespace + + // Operator (capture 2) + "*([*^$|!~]?=)" + whitespace + + // "Attribute values must be CSS identifiers [capture 5] or strings [capture 3 or capture 4]" + "*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|(" + identifier + "))|)" + whitespace + + "*\\]", + + pseudos = ":(" + characterEncoding + ")(?:\\((" + + // To reduce the number of selectors needing tokenize in the preFilter, prefer arguments: + // 1. quoted (capture 3; capture 4 or capture 5) + "('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|" + + // 2. simple (capture 6) + "((?:\\\\.|[^\\\\()[\\]]|" + attributes + ")*)|" + + // 3. anything else (capture 2) + ".*" + + ")\\)|)", + + // Leading and non-escaped trailing whitespace, capturing some non-whitespace characters preceding the latter + rtrim = new RegExp( "^" + whitespace + "+|((?:^|[^\\\\])(?:\\\\.)*)" + whitespace + "+$", "g" ), + + rcomma = new RegExp( "^" + whitespace + "*," + whitespace + "*" ), + rcombinators = new RegExp( "^" + whitespace + "*([>+~]|" + whitespace + ")" + whitespace + "*" ), + + rattributeQuotes = new RegExp( "=" + whitespace + "*([^\\]'\"]*?)" + whitespace + "*\\]", "g" ), + + rpseudo = new RegExp( pseudos ), + ridentifier = new RegExp( "^" + identifier + "$" ), + + matchExpr = { + "ID": new RegExp( "^#(" + characterEncoding + ")" ), + "CLASS": new RegExp( "^\\.(" + characterEncoding + ")" ), + "TAG": new RegExp( "^(" + characterEncoding.replace( "w", "w*" ) + ")" ), + "ATTR": new RegExp( "^" + attributes ), + "PSEUDO": new RegExp( "^" + pseudos ), + "CHILD": new RegExp( "^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\(" + whitespace + + "*(even|odd|(([+-]|)(\\d*)n|)" + whitespace + "*(?:([+-]|)" + whitespace + + "*(\\d+)|))" + whitespace + "*\\)|)", "i" ), + "bool": new RegExp( "^(?:" + booleans + ")$", "i" ), + // For use in libraries implementing .is() + // We use this for POS matching in `select` + "needsContext": new RegExp( "^" + whitespace + "*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\(" + + whitespace + "*((?:-\\d)?\\d*)" + whitespace + "*\\)|)(?=[^-]|$)", "i" ) + }, + + rinputs = /^(?:input|select|textarea|button)$/i, + rheader = /^h\d$/i, + + rnative = /^[^{]+\{\s*\[native \w/, + + // Easily-parseable/retrievable ID or TAG or CLASS selectors + rquickExpr = /^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/, + + rsibling = /[+~]/, + rescape = /'|\\/g, + + // CSS escapes http://www.w3.org/TR/CSS21/syndata.html#escaped-characters + runescape = new RegExp( "\\\\([\\da-f]{1,6}" + whitespace + "?|(" + whitespace + ")|.)", "ig" ), + funescape = function( _, escaped, escapedWhitespace ) { + var high = "0x" + escaped - 0x10000; + // NaN means non-codepoint + // Support: Firefox<24 + // Workaround erroneous numeric interpretation of +"0x" + return high !== high || escapedWhitespace ? + escaped : + high < 0 ? + // BMP codepoint + String.fromCharCode( high + 0x10000 ) : + // Supplemental Plane codepoint (surrogate pair) + String.fromCharCode( high >> 10 | 0xD800, high & 0x3FF | 0xDC00 ); + }; + +// Optimize for push.apply( _, NodeList ) +try { + push.apply( + (arr = slice.call( preferredDoc.childNodes )), + preferredDoc.childNodes + ); + // Support: Android<4.0 + // Detect silently failing push.apply + arr[ preferredDoc.childNodes.length ].nodeType; +} catch ( e ) { + push = { apply: arr.length ? + + // Leverage slice if possible + function( target, els ) { + push_native.apply( target, slice.call(els) ); + } : + + // Support: IE<9 + // Otherwise append directly + function( target, els ) { + var j = target.length, + i = 0; + // Can't trust NodeList.length + while ( (target[j++] = els[i++]) ) {} + target.length = j - 1; + } + }; +} + +function Sizzle( selector, context, results, seed ) { + var match, elem, m, nodeType, + // QSA vars + i, groups, old, nid, newContext, newSelector; + + if ( ( context ? context.ownerDocument || context : preferredDoc ) !== document ) { + setDocument( context ); + } + + context = context || document; + results = results || []; + + if ( !selector || typeof selector !== "string" ) { + return results; + } + + if ( (nodeType = context.nodeType) !== 1 && nodeType !== 9 ) { + return []; + } + + if ( documentIsHTML && !seed ) { + + // Shortcuts + if ( (match = rquickExpr.exec( selector )) ) { + // Speed-up: Sizzle("#ID") + if ( (m = match[1]) ) { + if ( nodeType === 9 ) { + elem = context.getElementById( m ); + // Check parentNode to catch when Blackberry 4.6 returns + // nodes that are no longer in the document (jQuery #6963) + if ( elem && elem.parentNode ) { + // Handle the case where IE, Opera, and Webkit return items + // by name instead of ID + if ( elem.id === m ) { + results.push( elem ); + return results; + } + } else { + return results; + } + } else { + // Context is not a document + if ( context.ownerDocument && (elem = context.ownerDocument.getElementById( m )) && + contains( context, elem ) && elem.id === m ) { + results.push( elem ); + return results; + } + } + + // Speed-up: Sizzle("TAG") + } else if ( match[2] ) { + push.apply( results, context.getElementsByTagName( selector ) ); + return results; + + // Speed-up: Sizzle(".CLASS") + } else if ( (m = match[3]) && support.getElementsByClassName && context.getElementsByClassName ) { + push.apply( results, context.getElementsByClassName( m ) ); + return results; + } + } + + // QSA path + if ( support.qsa && (!rbuggyQSA || !rbuggyQSA.test( selector )) ) { + nid = old = expando; + newContext = context; + newSelector = nodeType === 9 && selector; + + // qSA works strangely on Element-rooted queries + // We can work around this by specifying an extra ID on the root + // and working up from there (Thanks to Andrew Dupont for the technique) + // IE 8 doesn't work on object elements + if ( nodeType === 1 && context.nodeName.toLowerCase() !== "object" ) { + groups = tokenize( selector ); + + if ( (old = context.getAttribute("id")) ) { + nid = old.replace( rescape, "\\$&" ); + } else { + context.setAttribute( "id", nid ); + } + nid = "[id='" + nid + "'] "; + + i = groups.length; + while ( i-- ) { + groups[i] = nid + toSelector( groups[i] ); + } + newContext = rsibling.test( selector ) && testContext( context.parentNode ) || context; + newSelector = groups.join(","); + } + + if ( newSelector ) { + try { + push.apply( results, + newContext.querySelectorAll( newSelector ) + ); + return results; + } catch(qsaError) { + } finally { + if ( !old ) { + context.removeAttribute("id"); + } + } + } + } + } + + // All others + return select( selector.replace( rtrim, "$1" ), context, results, seed ); +} + +/** + * Create key-value caches of limited size + * @returns {Function(string, Object)} Returns the Object data after storing it on itself with + * property name the (space-suffixed) string and (if the cache is larger than Expr.cacheLength) + * deleting the oldest entry + */ +function createCache() { + var keys = []; + + function cache( key, value ) { + // Use (key + " ") to avoid collision with native prototype properties (see Issue #157) + if ( keys.push( key + " " ) > Expr.cacheLength ) { + // Only keep the most recent entries + delete cache[ keys.shift() ]; + } + return (cache[ key + " " ] = value); + } + return cache; +} + +/** + * Mark a function for special use by Sizzle + * @param {Function} fn The function to mark + */ +function markFunction( fn ) { + fn[ expando ] = true; + return fn; +} + +/** + * Support testing using an element + * @param {Function} fn Passed the created div and expects a boolean result + */ +function assert( fn ) { + var div = document.createElement("div"); + + try { + return !!fn( div ); + } catch (e) { + return false; + } finally { + // Remove from its parent by default + if ( div.parentNode ) { + div.parentNode.removeChild( div ); + } + // release memory in IE + div = null; + } +} + +/** + * Adds the same handler for all of the specified attrs + * @param {String} attrs Pipe-separated list of attributes + * @param {Function} handler The method that will be applied + */ +function addHandle( attrs, handler ) { + var arr = attrs.split("|"), + i = attrs.length; + + while ( i-- ) { + Expr.attrHandle[ arr[i] ] = handler; + } +} + +/** + * Checks document order of two siblings + * @param {Element} a + * @param {Element} b + * @returns {Number} Returns less than 0 if a precedes b, greater than 0 if a follows b + */ +function siblingCheck( a, b ) { + var cur = b && a, + diff = cur && a.nodeType === 1 && b.nodeType === 1 && + ( ~b.sourceIndex || MAX_NEGATIVE ) - + ( ~a.sourceIndex || MAX_NEGATIVE ); + + // Use IE sourceIndex if available on both nodes + if ( diff ) { + return diff; + } + + // Check if b follows a + if ( cur ) { + while ( (cur = cur.nextSibling) ) { + if ( cur === b ) { + return -1; + } + } + } + + return a ? 1 : -1; +} + +/** + * Returns a function to use in pseudos for input types + * @param {String} type + */ +function createInputPseudo( type ) { + return function( elem ) { + var name = elem.nodeName.toLowerCase(); + return name === "input" && elem.type === type; + }; +} + +/** + * Returns a function to use in pseudos for buttons + * @param {String} type + */ +function createButtonPseudo( type ) { + return function( elem ) { + var name = elem.nodeName.toLowerCase(); + return (name === "input" || name === "button") && elem.type === type; + }; +} + +/** + * Returns a function to use in pseudos for positionals + * @param {Function} fn + */ +function createPositionalPseudo( fn ) { + return markFunction(function( argument ) { + argument = +argument; + return markFunction(function( seed, matches ) { + var j, + matchIndexes = fn( [], seed.length, argument ), + i = matchIndexes.length; + + // Match elements found at the specified indexes + while ( i-- ) { + if ( seed[ (j = matchIndexes[i]) ] ) { + seed[j] = !(matches[j] = seed[j]); + } + } + }); + }); +} + +/** + * Checks a node for validity as a Sizzle context + * @param {Element|Object=} context + * @returns {Element|Object|Boolean} The input node if acceptable, otherwise a falsy value + */ +function testContext( context ) { + return context && typeof context.getElementsByTagName !== strundefined && context; +} + +// Expose support vars for convenience +support = Sizzle.support = {}; + +/** + * Detects XML nodes + * @param {Element|Object} elem An element or a document + * @returns {Boolean} True iff elem is a non-HTML XML node + */ +isXML = Sizzle.isXML = function( elem ) { + // documentElement is verified for cases where it doesn't yet exist + // (such as loading iframes in IE - #4833) + var documentElement = elem && (elem.ownerDocument || elem).documentElement; + return documentElement ? documentElement.nodeName !== "HTML" : false; +}; + +/** + * Sets document-related variables once based on the current document + * @param {Element|Object} [doc] An element or document object to use to set the document + * @returns {Object} Returns the current document + */ +setDocument = Sizzle.setDocument = function( node ) { + var hasCompare, + doc = node ? node.ownerDocument || node : preferredDoc, + parent = doc.defaultView; + + // If no document and documentElement is available, return + if ( doc === document || doc.nodeType !== 9 || !doc.documentElement ) { + return document; + } + + // Set our document + document = doc; + docElem = doc.documentElement; + + // Support tests + documentIsHTML = !isXML( doc ); + + // Support: IE>8 + // If iframe document is assigned to "document" variable and if iframe has been reloaded, + // IE will throw "permission denied" error when accessing "document" variable, see jQuery #13936 + // IE6-8 do not support the defaultView property so parent will be undefined + if ( parent && parent !== parent.top ) { + // IE11 does not have attachEvent, so all must suffer + if ( parent.addEventListener ) { + parent.addEventListener( "unload", function() { + setDocument(); + }, false ); + } else if ( parent.attachEvent ) { + parent.attachEvent( "onunload", function() { + setDocument(); + }); + } + } + + /* Attributes + ---------------------------------------------------------------------- */ + + // Support: IE<8 + // Verify that getAttribute really returns attributes and not properties (excepting IE8 booleans) + support.attributes = assert(function( div ) { + div.className = "i"; + return !div.getAttribute("className"); + }); + + /* getElement(s)By* + ---------------------------------------------------------------------- */ + + // Check if getElementsByTagName("*") returns only elements + support.getElementsByTagName = assert(function( div ) { + div.appendChild( doc.createComment("") ); + return !div.getElementsByTagName("*").length; + }); + + // Check if getElementsByClassName can be trusted + support.getElementsByClassName = rnative.test( doc.getElementsByClassName ) && assert(function( div ) { + div.innerHTML = "

      "; + + // Support: Safari<4 + // Catch class over-caching + div.firstChild.className = "i"; + // Support: Opera<10 + // Catch gEBCN failure to find non-leading classes + return div.getElementsByClassName("i").length === 2; + }); + + // Support: IE<10 + // Check if getElementById returns elements by name + // The broken getElementById methods don't pick up programatically-set names, + // so use a roundabout getElementsByName test + support.getById = assert(function( div ) { + docElem.appendChild( div ).id = expando; + return !doc.getElementsByName || !doc.getElementsByName( expando ).length; + }); + + // ID find and filter + if ( support.getById ) { + Expr.find["ID"] = function( id, context ) { + if ( typeof context.getElementById !== strundefined && documentIsHTML ) { + var m = context.getElementById( id ); + // Check parentNode to catch when Blackberry 4.6 returns + // nodes that are no longer in the document #6963 + return m && m.parentNode ? [ m ] : []; + } + }; + Expr.filter["ID"] = function( id ) { + var attrId = id.replace( runescape, funescape ); + return function( elem ) { + return elem.getAttribute("id") === attrId; + }; + }; + } else { + // Support: IE6/7 + // getElementById is not reliable as a find shortcut + delete Expr.find["ID"]; + + Expr.filter["ID"] = function( id ) { + var attrId = id.replace( runescape, funescape ); + return function( elem ) { + var node = typeof elem.getAttributeNode !== strundefined && elem.getAttributeNode("id"); + return node && node.value === attrId; + }; + }; + } + + // Tag + Expr.find["TAG"] = support.getElementsByTagName ? + function( tag, context ) { + if ( typeof context.getElementsByTagName !== strundefined ) { + return context.getElementsByTagName( tag ); + } + } : + function( tag, context ) { + var elem, + tmp = [], + i = 0, + results = context.getElementsByTagName( tag ); + + // Filter out possible comments + if ( tag === "*" ) { + while ( (elem = results[i++]) ) { + if ( elem.nodeType === 1 ) { + tmp.push( elem ); + } + } + + return tmp; + } + return results; + }; + + // Class + Expr.find["CLASS"] = support.getElementsByClassName && function( className, context ) { + if ( typeof context.getElementsByClassName !== strundefined && documentIsHTML ) { + return context.getElementsByClassName( className ); + } + }; + + /* QSA/matchesSelector + ---------------------------------------------------------------------- */ + + // QSA and matchesSelector support + + // matchesSelector(:active) reports false when true (IE9/Opera 11.5) + rbuggyMatches = []; + + // qSa(:focus) reports false when true (Chrome 21) + // We allow this because of a bug in IE8/9 that throws an error + // whenever `document.activeElement` is accessed on an iframe + // So, we allow :focus to pass through QSA all the time to avoid the IE error + // See http://bugs.jquery.com/ticket/13378 + rbuggyQSA = []; + + if ( (support.qsa = rnative.test( doc.querySelectorAll )) ) { + // Build QSA regex + // Regex strategy adopted from Diego Perini + assert(function( div ) { + // Select is set to empty string on purpose + // This is to test IE's treatment of not explicitly + // setting a boolean content attribute, + // since its presence should be enough + // http://bugs.jquery.com/ticket/12359 + div.innerHTML = ""; + + // Support: IE8, Opera 11-12.16 + // Nothing should be selected when empty strings follow ^= or $= or *= + // The test attribute must be unknown in Opera but "safe" for WinRT + // http://msdn.microsoft.com/en-us/library/ie/hh465388.aspx#attribute_section + if ( div.querySelectorAll("[msallowclip^='']").length ) { + rbuggyQSA.push( "[*^$]=" + whitespace + "*(?:''|\"\")" ); + } + + // Support: IE8 + // Boolean attributes and "value" are not treated correctly + if ( !div.querySelectorAll("[selected]").length ) { + rbuggyQSA.push( "\\[" + whitespace + "*(?:value|" + booleans + ")" ); + } + + // Webkit/Opera - :checked should return selected option elements + // http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked + // IE8 throws error here and will not see later tests + if ( !div.querySelectorAll(":checked").length ) { + rbuggyQSA.push(":checked"); + } + }); + + assert(function( div ) { + // Support: Windows 8 Native Apps + // The type and name attributes are restricted during .innerHTML assignment + var input = doc.createElement("input"); + input.setAttribute( "type", "hidden" ); + div.appendChild( input ).setAttribute( "name", "D" ); + + // Support: IE8 + // Enforce case-sensitivity of name attribute + if ( div.querySelectorAll("[name=d]").length ) { + rbuggyQSA.push( "name" + whitespace + "*[*^$|!~]?=" ); + } + + // FF 3.5 - :enabled/:disabled and hidden elements (hidden elements are still enabled) + // IE8 throws error here and will not see later tests + if ( !div.querySelectorAll(":enabled").length ) { + rbuggyQSA.push( ":enabled", ":disabled" ); + } + + // Opera 10-11 does not throw on post-comma invalid pseudos + div.querySelectorAll("*,:x"); + rbuggyQSA.push(",.*:"); + }); + } + + if ( (support.matchesSelector = rnative.test( (matches = docElem.matches || + docElem.webkitMatchesSelector || + docElem.mozMatchesSelector || + docElem.oMatchesSelector || + docElem.msMatchesSelector) )) ) { + + assert(function( div ) { + // Check to see if it's possible to do matchesSelector + // on a disconnected node (IE 9) + support.disconnectedMatch = matches.call( div, "div" ); + + // This should fail with an exception + // Gecko does not error, returns false instead + matches.call( div, "[s!='']:x" ); + rbuggyMatches.push( "!=", pseudos ); + }); + } + + rbuggyQSA = rbuggyQSA.length && new RegExp( rbuggyQSA.join("|") ); + rbuggyMatches = rbuggyMatches.length && new RegExp( rbuggyMatches.join("|") ); + + /* Contains + ---------------------------------------------------------------------- */ + hasCompare = rnative.test( docElem.compareDocumentPosition ); + + // Element contains another + // Purposefully does not implement inclusive descendent + // As in, an element does not contain itself + contains = hasCompare || rnative.test( docElem.contains ) ? + function( a, b ) { + var adown = a.nodeType === 9 ? a.documentElement : a, + bup = b && b.parentNode; + return a === bup || !!( bup && bup.nodeType === 1 && ( + adown.contains ? + adown.contains( bup ) : + a.compareDocumentPosition && a.compareDocumentPosition( bup ) & 16 + )); + } : + function( a, b ) { + if ( b ) { + while ( (b = b.parentNode) ) { + if ( b === a ) { + return true; + } + } + } + return false; + }; + + /* Sorting + ---------------------------------------------------------------------- */ + + // Document order sorting + sortOrder = hasCompare ? + function( a, b ) { + + // Flag for duplicate removal + if ( a === b ) { + hasDuplicate = true; + return 0; + } + + // Sort on method existence if only one input has compareDocumentPosition + var compare = !a.compareDocumentPosition - !b.compareDocumentPosition; + if ( compare ) { + return compare; + } + + // Calculate position if both inputs belong to the same document + compare = ( a.ownerDocument || a ) === ( b.ownerDocument || b ) ? + a.compareDocumentPosition( b ) : + + // Otherwise we know they are disconnected + 1; + + // Disconnected nodes + if ( compare & 1 || + (!support.sortDetached && b.compareDocumentPosition( a ) === compare) ) { + + // Choose the first element that is related to our preferred document + if ( a === doc || a.ownerDocument === preferredDoc && contains(preferredDoc, a) ) { + return -1; + } + if ( b === doc || b.ownerDocument === preferredDoc && contains(preferredDoc, b) ) { + return 1; + } + + // Maintain original order + return sortInput ? + ( indexOf.call( sortInput, a ) - indexOf.call( sortInput, b ) ) : + 0; + } + + return compare & 4 ? -1 : 1; + } : + function( a, b ) { + // Exit early if the nodes are identical + if ( a === b ) { + hasDuplicate = true; + return 0; + } + + var cur, + i = 0, + aup = a.parentNode, + bup = b.parentNode, + ap = [ a ], + bp = [ b ]; + + // Parentless nodes are either documents or disconnected + if ( !aup || !bup ) { + return a === doc ? -1 : + b === doc ? 1 : + aup ? -1 : + bup ? 1 : + sortInput ? + ( indexOf.call( sortInput, a ) - indexOf.call( sortInput, b ) ) : + 0; + + // If the nodes are siblings, we can do a quick check + } else if ( aup === bup ) { + return siblingCheck( a, b ); + } + + // Otherwise we need full lists of their ancestors for comparison + cur = a; + while ( (cur = cur.parentNode) ) { + ap.unshift( cur ); + } + cur = b; + while ( (cur = cur.parentNode) ) { + bp.unshift( cur ); + } + + // Walk down the tree looking for a discrepancy + while ( ap[i] === bp[i] ) { + i++; + } + + return i ? + // Do a sibling check if the nodes have a common ancestor + siblingCheck( ap[i], bp[i] ) : + + // Otherwise nodes in our document sort first + ap[i] === preferredDoc ? -1 : + bp[i] === preferredDoc ? 1 : + 0; + }; + + return doc; +}; + +Sizzle.matches = function( expr, elements ) { + return Sizzle( expr, null, null, elements ); +}; + +Sizzle.matchesSelector = function( elem, expr ) { + // Set document vars if needed + if ( ( elem.ownerDocument || elem ) !== document ) { + setDocument( elem ); + } + + // Make sure that attribute selectors are quoted + expr = expr.replace( rattributeQuotes, "='$1']" ); + + if ( support.matchesSelector && documentIsHTML && + ( !rbuggyMatches || !rbuggyMatches.test( expr ) ) && + ( !rbuggyQSA || !rbuggyQSA.test( expr ) ) ) { + + try { + var ret = matches.call( elem, expr ); + + // IE 9's matchesSelector returns false on disconnected nodes + if ( ret || support.disconnectedMatch || + // As well, disconnected nodes are said to be in a document + // fragment in IE 9 + elem.document && elem.document.nodeType !== 11 ) { + return ret; + } + } catch(e) {} + } + + return Sizzle( expr, document, null, [ elem ] ).length > 0; +}; + +Sizzle.contains = function( context, elem ) { + // Set document vars if needed + if ( ( context.ownerDocument || context ) !== document ) { + setDocument( context ); + } + return contains( context, elem ); +}; + +Sizzle.attr = function( elem, name ) { + // Set document vars if needed + if ( ( elem.ownerDocument || elem ) !== document ) { + setDocument( elem ); + } + + var fn = Expr.attrHandle[ name.toLowerCase() ], + // Don't get fooled by Object.prototype properties (jQuery #13807) + val = fn && hasOwn.call( Expr.attrHandle, name.toLowerCase() ) ? + fn( elem, name, !documentIsHTML ) : + undefined; + + return val !== undefined ? + val : + support.attributes || !documentIsHTML ? + elem.getAttribute( name ) : + (val = elem.getAttributeNode(name)) && val.specified ? + val.value : + null; +}; + +Sizzle.error = function( msg ) { + throw new Error( "Syntax error, unrecognized expression: " + msg ); +}; + +/** + * Document sorting and removing duplicates + * @param {ArrayLike} results + */ +Sizzle.uniqueSort = function( results ) { + var elem, + duplicates = [], + j = 0, + i = 0; + + // Unless we *know* we can detect duplicates, assume their presence + hasDuplicate = !support.detectDuplicates; + sortInput = !support.sortStable && results.slice( 0 ); + results.sort( sortOrder ); + + if ( hasDuplicate ) { + while ( (elem = results[i++]) ) { + if ( elem === results[ i ] ) { + j = duplicates.push( i ); + } + } + while ( j-- ) { + results.splice( duplicates[ j ], 1 ); + } + } + + // Clear input after sorting to release objects + // See https://github.com/jquery/sizzle/pull/225 + sortInput = null; + + return results; +}; + +/** + * Utility function for retrieving the text value of an array of DOM nodes + * @param {Array|Element} elem + */ +getText = Sizzle.getText = function( elem ) { + var node, + ret = "", + i = 0, + nodeType = elem.nodeType; + + if ( !nodeType ) { + // If no nodeType, this is expected to be an array + while ( (node = elem[i++]) ) { + // Do not traverse comment nodes + ret += getText( node ); + } + } else if ( nodeType === 1 || nodeType === 9 || nodeType === 11 ) { + // Use textContent for elements + // innerText usage removed for consistency of new lines (jQuery #11153) + if ( typeof elem.textContent === "string" ) { + return elem.textContent; + } else { + // Traverse its children + for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) { + ret += getText( elem ); + } + } + } else if ( nodeType === 3 || nodeType === 4 ) { + return elem.nodeValue; + } + // Do not include comment or processing instruction nodes + + return ret; +}; + +Expr = Sizzle.selectors = { + + // Can be adjusted by the user + cacheLength: 50, + + createPseudo: markFunction, + + match: matchExpr, + + attrHandle: {}, + + find: {}, + + relative: { + ">": { dir: "parentNode", first: true }, + " ": { dir: "parentNode" }, + "+": { dir: "previousSibling", first: true }, + "~": { dir: "previousSibling" } + }, + + preFilter: { + "ATTR": function( match ) { + match[1] = match[1].replace( runescape, funescape ); + + // Move the given value to match[3] whether quoted or unquoted + match[3] = ( match[3] || match[4] || match[5] || "" ).replace( runescape, funescape ); + + if ( match[2] === "~=" ) { + match[3] = " " + match[3] + " "; + } + + return match.slice( 0, 4 ); + }, + + "CHILD": function( match ) { + /* matches from matchExpr["CHILD"] + 1 type (only|nth|...) + 2 what (child|of-type) + 3 argument (even|odd|\d*|\d*n([+-]\d+)?|...) + 4 xn-component of xn+y argument ([+-]?\d*n|) + 5 sign of xn-component + 6 x of xn-component + 7 sign of y-component + 8 y of y-component + */ + match[1] = match[1].toLowerCase(); + + if ( match[1].slice( 0, 3 ) === "nth" ) { + // nth-* requires argument + if ( !match[3] ) { + Sizzle.error( match[0] ); + } + + // numeric x and y parameters for Expr.filter.CHILD + // remember that false/true cast respectively to 0/1 + match[4] = +( match[4] ? match[5] + (match[6] || 1) : 2 * ( match[3] === "even" || match[3] === "odd" ) ); + match[5] = +( ( match[7] + match[8] ) || match[3] === "odd" ); + + // other types prohibit arguments + } else if ( match[3] ) { + Sizzle.error( match[0] ); + } + + return match; + }, + + "PSEUDO": function( match ) { + var excess, + unquoted = !match[6] && match[2]; + + if ( matchExpr["CHILD"].test( match[0] ) ) { + return null; + } + + // Accept quoted arguments as-is + if ( match[3] ) { + match[2] = match[4] || match[5] || ""; + + // Strip excess characters from unquoted arguments + } else if ( unquoted && rpseudo.test( unquoted ) && + // Get excess from tokenize (recursively) + (excess = tokenize( unquoted, true )) && + // advance to the next closing parenthesis + (excess = unquoted.indexOf( ")", unquoted.length - excess ) - unquoted.length) ) { + + // excess is a negative index + match[0] = match[0].slice( 0, excess ); + match[2] = unquoted.slice( 0, excess ); + } + + // Return only captures needed by the pseudo filter method (type and argument) + return match.slice( 0, 3 ); + } + }, + + filter: { + + "TAG": function( nodeNameSelector ) { + var nodeName = nodeNameSelector.replace( runescape, funescape ).toLowerCase(); + return nodeNameSelector === "*" ? + function() { return true; } : + function( elem ) { + return elem.nodeName && elem.nodeName.toLowerCase() === nodeName; + }; + }, + + "CLASS": function( className ) { + var pattern = classCache[ className + " " ]; + + return pattern || + (pattern = new RegExp( "(^|" + whitespace + ")" + className + "(" + whitespace + "|$)" )) && + classCache( className, function( elem ) { + return pattern.test( typeof elem.className === "string" && elem.className || typeof elem.getAttribute !== strundefined && elem.getAttribute("class") || "" ); + }); + }, + + "ATTR": function( name, operator, check ) { + return function( elem ) { + var result = Sizzle.attr( elem, name ); + + if ( result == null ) { + return operator === "!="; + } + if ( !operator ) { + return true; + } + + result += ""; + + return operator === "=" ? result === check : + operator === "!=" ? result !== check : + operator === "^=" ? check && result.indexOf( check ) === 0 : + operator === "*=" ? check && result.indexOf( check ) > -1 : + operator === "$=" ? check && result.slice( -check.length ) === check : + operator === "~=" ? ( " " + result + " " ).indexOf( check ) > -1 : + operator === "|=" ? result === check || result.slice( 0, check.length + 1 ) === check + "-" : + false; + }; + }, + + "CHILD": function( type, what, argument, first, last ) { + var simple = type.slice( 0, 3 ) !== "nth", + forward = type.slice( -4 ) !== "last", + ofType = what === "of-type"; + + return first === 1 && last === 0 ? + + // Shortcut for :nth-*(n) + function( elem ) { + return !!elem.parentNode; + } : + + function( elem, context, xml ) { + var cache, outerCache, node, diff, nodeIndex, start, + dir = simple !== forward ? "nextSibling" : "previousSibling", + parent = elem.parentNode, + name = ofType && elem.nodeName.toLowerCase(), + useCache = !xml && !ofType; + + if ( parent ) { + + // :(first|last|only)-(child|of-type) + if ( simple ) { + while ( dir ) { + node = elem; + while ( (node = node[ dir ]) ) { + if ( ofType ? node.nodeName.toLowerCase() === name : node.nodeType === 1 ) { + return false; + } + } + // Reverse direction for :only-* (if we haven't yet done so) + start = dir = type === "only" && !start && "nextSibling"; + } + return true; + } + + start = [ forward ? parent.firstChild : parent.lastChild ]; + + // non-xml :nth-child(...) stores cache data on `parent` + if ( forward && useCache ) { + // Seek `elem` from a previously-cached index + outerCache = parent[ expando ] || (parent[ expando ] = {}); + cache = outerCache[ type ] || []; + nodeIndex = cache[0] === dirruns && cache[1]; + diff = cache[0] === dirruns && cache[2]; + node = nodeIndex && parent.childNodes[ nodeIndex ]; + + while ( (node = ++nodeIndex && node && node[ dir ] || + + // Fallback to seeking `elem` from the start + (diff = nodeIndex = 0) || start.pop()) ) { + + // When found, cache indexes on `parent` and break + if ( node.nodeType === 1 && ++diff && node === elem ) { + outerCache[ type ] = [ dirruns, nodeIndex, diff ]; + break; + } + } + + // Use previously-cached element index if available + } else if ( useCache && (cache = (elem[ expando ] || (elem[ expando ] = {}))[ type ]) && cache[0] === dirruns ) { + diff = cache[1]; + + // xml :nth-child(...) or :nth-last-child(...) or :nth(-last)?-of-type(...) + } else { + // Use the same loop as above to seek `elem` from the start + while ( (node = ++nodeIndex && node && node[ dir ] || + (diff = nodeIndex = 0) || start.pop()) ) { + + if ( ( ofType ? node.nodeName.toLowerCase() === name : node.nodeType === 1 ) && ++diff ) { + // Cache the index of each encountered element + if ( useCache ) { + (node[ expando ] || (node[ expando ] = {}))[ type ] = [ dirruns, diff ]; + } + + if ( node === elem ) { + break; + } + } + } + } + + // Incorporate the offset, then check against cycle size + diff -= last; + return diff === first || ( diff % first === 0 && diff / first >= 0 ); + } + }; + }, + + "PSEUDO": function( pseudo, argument ) { + // pseudo-class names are case-insensitive + // http://www.w3.org/TR/selectors/#pseudo-classes + // Prioritize by case sensitivity in case custom pseudos are added with uppercase letters + // Remember that setFilters inherits from pseudos + var args, + fn = Expr.pseudos[ pseudo ] || Expr.setFilters[ pseudo.toLowerCase() ] || + Sizzle.error( "unsupported pseudo: " + pseudo ); + + // The user may use createPseudo to indicate that + // arguments are needed to create the filter function + // just as Sizzle does + if ( fn[ expando ] ) { + return fn( argument ); + } + + // But maintain support for old signatures + if ( fn.length > 1 ) { + args = [ pseudo, pseudo, "", argument ]; + return Expr.setFilters.hasOwnProperty( pseudo.toLowerCase() ) ? + markFunction(function( seed, matches ) { + var idx, + matched = fn( seed, argument ), + i = matched.length; + while ( i-- ) { + idx = indexOf.call( seed, matched[i] ); + seed[ idx ] = !( matches[ idx ] = matched[i] ); + } + }) : + function( elem ) { + return fn( elem, 0, args ); + }; + } + + return fn; + } + }, + + pseudos: { + // Potentially complex pseudos + "not": markFunction(function( selector ) { + // Trim the selector passed to compile + // to avoid treating leading and trailing + // spaces as combinators + var input = [], + results = [], + matcher = compile( selector.replace( rtrim, "$1" ) ); + + return matcher[ expando ] ? + markFunction(function( seed, matches, context, xml ) { + var elem, + unmatched = matcher( seed, null, xml, [] ), + i = seed.length; + + // Match elements unmatched by `matcher` + while ( i-- ) { + if ( (elem = unmatched[i]) ) { + seed[i] = !(matches[i] = elem); + } + } + }) : + function( elem, context, xml ) { + input[0] = elem; + matcher( input, null, xml, results ); + return !results.pop(); + }; + }), + + "has": markFunction(function( selector ) { + return function( elem ) { + return Sizzle( selector, elem ).length > 0; + }; + }), + + "contains": markFunction(function( text ) { + return function( elem ) { + return ( elem.textContent || elem.innerText || getText( elem ) ).indexOf( text ) > -1; + }; + }), + + // "Whether an element is represented by a :lang() selector + // is based solely on the element's language value + // being equal to the identifier C, + // or beginning with the identifier C immediately followed by "-". + // The matching of C against the element's language value is performed case-insensitively. + // The identifier C does not have to be a valid language name." + // http://www.w3.org/TR/selectors/#lang-pseudo + "lang": markFunction( function( lang ) { + // lang value must be a valid identifier + if ( !ridentifier.test(lang || "") ) { + Sizzle.error( "unsupported lang: " + lang ); + } + lang = lang.replace( runescape, funescape ).toLowerCase(); + return function( elem ) { + var elemLang; + do { + if ( (elemLang = documentIsHTML ? + elem.lang : + elem.getAttribute("xml:lang") || elem.getAttribute("lang")) ) { + + elemLang = elemLang.toLowerCase(); + return elemLang === lang || elemLang.indexOf( lang + "-" ) === 0; + } + } while ( (elem = elem.parentNode) && elem.nodeType === 1 ); + return false; + }; + }), + + // Miscellaneous + "target": function( elem ) { + var hash = window.location && window.location.hash; + return hash && hash.slice( 1 ) === elem.id; + }, + + "root": function( elem ) { + return elem === docElem; + }, + + "focus": function( elem ) { + return elem === document.activeElement && (!document.hasFocus || document.hasFocus()) && !!(elem.type || elem.href || ~elem.tabIndex); + }, + + // Boolean properties + "enabled": function( elem ) { + return elem.disabled === false; + }, + + "disabled": function( elem ) { + return elem.disabled === true; + }, + + "checked": function( elem ) { + // In CSS3, :checked should return both checked and selected elements + // http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked + var nodeName = elem.nodeName.toLowerCase(); + return (nodeName === "input" && !!elem.checked) || (nodeName === "option" && !!elem.selected); + }, + + "selected": function( elem ) { + // Accessing this property makes selected-by-default + // options in Safari work properly + if ( elem.parentNode ) { + elem.parentNode.selectedIndex; + } + + return elem.selected === true; + }, + + // Contents + "empty": function( elem ) { + // http://www.w3.org/TR/selectors/#empty-pseudo + // :empty is negated by element (1) or content nodes (text: 3; cdata: 4; entity ref: 5), + // but not by others (comment: 8; processing instruction: 7; etc.) + // nodeType < 6 works because attributes (2) do not appear as children + for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) { + if ( elem.nodeType < 6 ) { + return false; + } + } + return true; + }, + + "parent": function( elem ) { + return !Expr.pseudos["empty"]( elem ); + }, + + // Element/input types + "header": function( elem ) { + return rheader.test( elem.nodeName ); + }, + + "input": function( elem ) { + return rinputs.test( elem.nodeName ); + }, + + "button": function( elem ) { + var name = elem.nodeName.toLowerCase(); + return name === "input" && elem.type === "button" || name === "button"; + }, + + "text": function( elem ) { + var attr; + return elem.nodeName.toLowerCase() === "input" && + elem.type === "text" && + + // Support: IE<8 + // New HTML5 attribute values (e.g., "search") appear with elem.type === "text" + ( (attr = elem.getAttribute("type")) == null || attr.toLowerCase() === "text" ); + }, + + // Position-in-collection + "first": createPositionalPseudo(function() { + return [ 0 ]; + }), + + "last": createPositionalPseudo(function( matchIndexes, length ) { + return [ length - 1 ]; + }), + + "eq": createPositionalPseudo(function( matchIndexes, length, argument ) { + return [ argument < 0 ? argument + length : argument ]; + }), + + "even": createPositionalPseudo(function( matchIndexes, length ) { + var i = 0; + for ( ; i < length; i += 2 ) { + matchIndexes.push( i ); + } + return matchIndexes; + }), + + "odd": createPositionalPseudo(function( matchIndexes, length ) { + var i = 1; + for ( ; i < length; i += 2 ) { + matchIndexes.push( i ); + } + return matchIndexes; + }), + + "lt": createPositionalPseudo(function( matchIndexes, length, argument ) { + var i = argument < 0 ? argument + length : argument; + for ( ; --i >= 0; ) { + matchIndexes.push( i ); + } + return matchIndexes; + }), + + "gt": createPositionalPseudo(function( matchIndexes, length, argument ) { + var i = argument < 0 ? argument + length : argument; + for ( ; ++i < length; ) { + matchIndexes.push( i ); + } + return matchIndexes; + }) + } +}; + +Expr.pseudos["nth"] = Expr.pseudos["eq"]; + +// Add button/input type pseudos +for ( i in { radio: true, checkbox: true, file: true, password: true, image: true } ) { + Expr.pseudos[ i ] = createInputPseudo( i ); +} +for ( i in { submit: true, reset: true } ) { + Expr.pseudos[ i ] = createButtonPseudo( i ); +} + +// Easy API for creating new setFilters +function setFilters() {} +setFilters.prototype = Expr.filters = Expr.pseudos; +Expr.setFilters = new setFilters(); + +tokenize = Sizzle.tokenize = function( selector, parseOnly ) { + var matched, match, tokens, type, + soFar, groups, preFilters, + cached = tokenCache[ selector + " " ]; + + if ( cached ) { + return parseOnly ? 0 : cached.slice( 0 ); + } + + soFar = selector; + groups = []; + preFilters = Expr.preFilter; + + while ( soFar ) { + + // Comma and first run + if ( !matched || (match = rcomma.exec( soFar )) ) { + if ( match ) { + // Don't consume trailing commas as valid + soFar = soFar.slice( match[0].length ) || soFar; + } + groups.push( (tokens = []) ); + } + + matched = false; + + // Combinators + if ( (match = rcombinators.exec( soFar )) ) { + matched = match.shift(); + tokens.push({ + value: matched, + // Cast descendant combinators to space + type: match[0].replace( rtrim, " " ) + }); + soFar = soFar.slice( matched.length ); + } + + // Filters + for ( type in Expr.filter ) { + if ( (match = matchExpr[ type ].exec( soFar )) && (!preFilters[ type ] || + (match = preFilters[ type ]( match ))) ) { + matched = match.shift(); + tokens.push({ + value: matched, + type: type, + matches: match + }); + soFar = soFar.slice( matched.length ); + } + } + + if ( !matched ) { + break; + } + } + + // Return the length of the invalid excess + // if we're just parsing + // Otherwise, throw an error or return tokens + return parseOnly ? + soFar.length : + soFar ? + Sizzle.error( selector ) : + // Cache the tokens + tokenCache( selector, groups ).slice( 0 ); +}; + +function toSelector( tokens ) { + var i = 0, + len = tokens.length, + selector = ""; + for ( ; i < len; i++ ) { + selector += tokens[i].value; + } + return selector; +} + +function addCombinator( matcher, combinator, base ) { + var dir = combinator.dir, + checkNonElements = base && dir === "parentNode", + doneName = done++; + + return combinator.first ? + // Check against closest ancestor/preceding element + function( elem, context, xml ) { + while ( (elem = elem[ dir ]) ) { + if ( elem.nodeType === 1 || checkNonElements ) { + return matcher( elem, context, xml ); + } + } + } : + + // Check against all ancestor/preceding elements + function( elem, context, xml ) { + var oldCache, outerCache, + newCache = [ dirruns, doneName ]; + + // We can't set arbitrary data on XML nodes, so they don't benefit from dir caching + if ( xml ) { + while ( (elem = elem[ dir ]) ) { + if ( elem.nodeType === 1 || checkNonElements ) { + if ( matcher( elem, context, xml ) ) { + return true; + } + } + } + } else { + while ( (elem = elem[ dir ]) ) { + if ( elem.nodeType === 1 || checkNonElements ) { + outerCache = elem[ expando ] || (elem[ expando ] = {}); + if ( (oldCache = outerCache[ dir ]) && + oldCache[ 0 ] === dirruns && oldCache[ 1 ] === doneName ) { + + // Assign to newCache so results back-propagate to previous elements + return (newCache[ 2 ] = oldCache[ 2 ]); + } else { + // Reuse newcache so results back-propagate to previous elements + outerCache[ dir ] = newCache; + + // A match means we're done; a fail means we have to keep checking + if ( (newCache[ 2 ] = matcher( elem, context, xml )) ) { + return true; + } + } + } + } + } + }; +} + +function elementMatcher( matchers ) { + return matchers.length > 1 ? + function( elem, context, xml ) { + var i = matchers.length; + while ( i-- ) { + if ( !matchers[i]( elem, context, xml ) ) { + return false; + } + } + return true; + } : + matchers[0]; +} + +function multipleContexts( selector, contexts, results ) { + var i = 0, + len = contexts.length; + for ( ; i < len; i++ ) { + Sizzle( selector, contexts[i], results ); + } + return results; +} + +function condense( unmatched, map, filter, context, xml ) { + var elem, + newUnmatched = [], + i = 0, + len = unmatched.length, + mapped = map != null; + + for ( ; i < len; i++ ) { + if ( (elem = unmatched[i]) ) { + if ( !filter || filter( elem, context, xml ) ) { + newUnmatched.push( elem ); + if ( mapped ) { + map.push( i ); + } + } + } + } + + return newUnmatched; +} + +function setMatcher( preFilter, selector, matcher, postFilter, postFinder, postSelector ) { + if ( postFilter && !postFilter[ expando ] ) { + postFilter = setMatcher( postFilter ); + } + if ( postFinder && !postFinder[ expando ] ) { + postFinder = setMatcher( postFinder, postSelector ); + } + return markFunction(function( seed, results, context, xml ) { + var temp, i, elem, + preMap = [], + postMap = [], + preexisting = results.length, + + // Get initial elements from seed or context + elems = seed || multipleContexts( selector || "*", context.nodeType ? [ context ] : context, [] ), + + // Prefilter to get matcher input, preserving a map for seed-results synchronization + matcherIn = preFilter && ( seed || !selector ) ? + condense( elems, preMap, preFilter, context, xml ) : + elems, + + matcherOut = matcher ? + // If we have a postFinder, or filtered seed, or non-seed postFilter or preexisting results, + postFinder || ( seed ? preFilter : preexisting || postFilter ) ? + + // ...intermediate processing is necessary + [] : + + // ...otherwise use results directly + results : + matcherIn; + + // Find primary matches + if ( matcher ) { + matcher( matcherIn, matcherOut, context, xml ); + } + + // Apply postFilter + if ( postFilter ) { + temp = condense( matcherOut, postMap ); + postFilter( temp, [], context, xml ); + + // Un-match failing elements by moving them back to matcherIn + i = temp.length; + while ( i-- ) { + if ( (elem = temp[i]) ) { + matcherOut[ postMap[i] ] = !(matcherIn[ postMap[i] ] = elem); + } + } + } + + if ( seed ) { + if ( postFinder || preFilter ) { + if ( postFinder ) { + // Get the final matcherOut by condensing this intermediate into postFinder contexts + temp = []; + i = matcherOut.length; + while ( i-- ) { + if ( (elem = matcherOut[i]) ) { + // Restore matcherIn since elem is not yet a final match + temp.push( (matcherIn[i] = elem) ); + } + } + postFinder( null, (matcherOut = []), temp, xml ); + } + + // Move matched elements from seed to results to keep them synchronized + i = matcherOut.length; + while ( i-- ) { + if ( (elem = matcherOut[i]) && + (temp = postFinder ? indexOf.call( seed, elem ) : preMap[i]) > -1 ) { + + seed[temp] = !(results[temp] = elem); + } + } + } + + // Add elements to results, through postFinder if defined + } else { + matcherOut = condense( + matcherOut === results ? + matcherOut.splice( preexisting, matcherOut.length ) : + matcherOut + ); + if ( postFinder ) { + postFinder( null, results, matcherOut, xml ); + } else { + push.apply( results, matcherOut ); + } + } + }); +} + +function matcherFromTokens( tokens ) { + var checkContext, matcher, j, + len = tokens.length, + leadingRelative = Expr.relative[ tokens[0].type ], + implicitRelative = leadingRelative || Expr.relative[" "], + i = leadingRelative ? 1 : 0, + + // The foundational matcher ensures that elements are reachable from top-level context(s) + matchContext = addCombinator( function( elem ) { + return elem === checkContext; + }, implicitRelative, true ), + matchAnyContext = addCombinator( function( elem ) { + return indexOf.call( checkContext, elem ) > -1; + }, implicitRelative, true ), + matchers = [ function( elem, context, xml ) { + return ( !leadingRelative && ( xml || context !== outermostContext ) ) || ( + (checkContext = context).nodeType ? + matchContext( elem, context, xml ) : + matchAnyContext( elem, context, xml ) ); + } ]; + + for ( ; i < len; i++ ) { + if ( (matcher = Expr.relative[ tokens[i].type ]) ) { + matchers = [ addCombinator(elementMatcher( matchers ), matcher) ]; + } else { + matcher = Expr.filter[ tokens[i].type ].apply( null, tokens[i].matches ); + + // Return special upon seeing a positional matcher + if ( matcher[ expando ] ) { + // Find the next relative operator (if any) for proper handling + j = ++i; + for ( ; j < len; j++ ) { + if ( Expr.relative[ tokens[j].type ] ) { + break; + } + } + return setMatcher( + i > 1 && elementMatcher( matchers ), + i > 1 && toSelector( + // If the preceding token was a descendant combinator, insert an implicit any-element `*` + tokens.slice( 0, i - 1 ).concat({ value: tokens[ i - 2 ].type === " " ? "*" : "" }) + ).replace( rtrim, "$1" ), + matcher, + i < j && matcherFromTokens( tokens.slice( i, j ) ), + j < len && matcherFromTokens( (tokens = tokens.slice( j )) ), + j < len && toSelector( tokens ) + ); + } + matchers.push( matcher ); + } + } + + return elementMatcher( matchers ); +} + +function matcherFromGroupMatchers( elementMatchers, setMatchers ) { + var bySet = setMatchers.length > 0, + byElement = elementMatchers.length > 0, + superMatcher = function( seed, context, xml, results, outermost ) { + var elem, j, matcher, + matchedCount = 0, + i = "0", + unmatched = seed && [], + setMatched = [], + contextBackup = outermostContext, + // We must always have either seed elements or outermost context + elems = seed || byElement && Expr.find["TAG"]( "*", outermost ), + // Use integer dirruns iff this is the outermost matcher + dirrunsUnique = (dirruns += contextBackup == null ? 1 : Math.random() || 0.1), + len = elems.length; + + if ( outermost ) { + outermostContext = context !== document && context; + } + + // Add elements passing elementMatchers directly to results + // Keep `i` a string if there are no elements so `matchedCount` will be "00" below + // Support: IE<9, Safari + // Tolerate NodeList properties (IE: "length"; Safari: ) matching elements by id + for ( ; i !== len && (elem = elems[i]) != null; i++ ) { + if ( byElement && elem ) { + j = 0; + while ( (matcher = elementMatchers[j++]) ) { + if ( matcher( elem, context, xml ) ) { + results.push( elem ); + break; + } + } + if ( outermost ) { + dirruns = dirrunsUnique; + } + } + + // Track unmatched elements for set filters + if ( bySet ) { + // They will have gone through all possible matchers + if ( (elem = !matcher && elem) ) { + matchedCount--; + } + + // Lengthen the array for every element, matched or not + if ( seed ) { + unmatched.push( elem ); + } + } + } + + // Apply set filters to unmatched elements + matchedCount += i; + if ( bySet && i !== matchedCount ) { + j = 0; + while ( (matcher = setMatchers[j++]) ) { + matcher( unmatched, setMatched, context, xml ); + } + + if ( seed ) { + // Reintegrate element matches to eliminate the need for sorting + if ( matchedCount > 0 ) { + while ( i-- ) { + if ( !(unmatched[i] || setMatched[i]) ) { + setMatched[i] = pop.call( results ); + } + } + } + + // Discard index placeholder values to get only actual matches + setMatched = condense( setMatched ); + } + + // Add matches to results + push.apply( results, setMatched ); + + // Seedless set matches succeeding multiple successful matchers stipulate sorting + if ( outermost && !seed && setMatched.length > 0 && + ( matchedCount + setMatchers.length ) > 1 ) { + + Sizzle.uniqueSort( results ); + } + } + + // Override manipulation of globals by nested matchers + if ( outermost ) { + dirruns = dirrunsUnique; + outermostContext = contextBackup; + } + + return unmatched; + }; + + return bySet ? + markFunction( superMatcher ) : + superMatcher; +} + +compile = Sizzle.compile = function( selector, match /* Internal Use Only */ ) { + var i, + setMatchers = [], + elementMatchers = [], + cached = compilerCache[ selector + " " ]; + + if ( !cached ) { + // Generate a function of recursive functions that can be used to check each element + if ( !match ) { + match = tokenize( selector ); + } + i = match.length; + while ( i-- ) { + cached = matcherFromTokens( match[i] ); + if ( cached[ expando ] ) { + setMatchers.push( cached ); + } else { + elementMatchers.push( cached ); + } + } + + // Cache the compiled function + cached = compilerCache( selector, matcherFromGroupMatchers( elementMatchers, setMatchers ) ); + + // Save selector and tokenization + cached.selector = selector; + } + return cached; +}; + +/** + * A low-level selection function that works with Sizzle's compiled + * selector functions + * @param {String|Function} selector A selector or a pre-compiled + * selector function built with Sizzle.compile + * @param {Element} context + * @param {Array} [results] + * @param {Array} [seed] A set of elements to match against + */ +select = Sizzle.select = function( selector, context, results, seed ) { + var i, tokens, token, type, find, + compiled = typeof selector === "function" && selector, + match = !seed && tokenize( (selector = compiled.selector || selector) ); + + results = results || []; + + // Try to minimize operations if there is no seed and only one group + if ( match.length === 1 ) { + + // Take a shortcut and set the context if the root selector is an ID + tokens = match[0] = match[0].slice( 0 ); + if ( tokens.length > 2 && (token = tokens[0]).type === "ID" && + support.getById && context.nodeType === 9 && documentIsHTML && + Expr.relative[ tokens[1].type ] ) { + + context = ( Expr.find["ID"]( token.matches[0].replace(runescape, funescape), context ) || [] )[0]; + if ( !context ) { + return results; + + // Precompiled matchers will still verify ancestry, so step up a level + } else if ( compiled ) { + context = context.parentNode; + } + + selector = selector.slice( tokens.shift().value.length ); + } + + // Fetch a seed set for right-to-left matching + i = matchExpr["needsContext"].test( selector ) ? 0 : tokens.length; + while ( i-- ) { + token = tokens[i]; + + // Abort if we hit a combinator + if ( Expr.relative[ (type = token.type) ] ) { + break; + } + if ( (find = Expr.find[ type ]) ) { + // Search, expanding context for leading sibling combinators + if ( (seed = find( + token.matches[0].replace( runescape, funescape ), + rsibling.test( tokens[0].type ) && testContext( context.parentNode ) || context + )) ) { + + // If seed is empty or no tokens remain, we can return early + tokens.splice( i, 1 ); + selector = seed.length && toSelector( tokens ); + if ( !selector ) { + push.apply( results, seed ); + return results; + } + + break; + } + } + } + } + + // Compile and execute a filtering function if one is not provided + // Provide `match` to avoid retokenization if we modified the selector above + ( compiled || compile( selector, match ) )( + seed, + context, + !documentIsHTML, + results, + rsibling.test( selector ) && testContext( context.parentNode ) || context + ); + return results; +}; + +// One-time assignments + +// Sort stability +support.sortStable = expando.split("").sort( sortOrder ).join("") === expando; + +// Support: Chrome<14 +// Always assume duplicates if they aren't passed to the comparison function +support.detectDuplicates = !!hasDuplicate; + +// Initialize against the default document +setDocument(); + +// Support: Webkit<537.32 - Safari 6.0.3/Chrome 25 (fixed in Chrome 27) +// Detached nodes confoundingly follow *each other* +support.sortDetached = assert(function( div1 ) { + // Should return 1, but returns 4 (following) + return div1.compareDocumentPosition( document.createElement("div") ) & 1; +}); + +// Support: IE<8 +// Prevent attribute/property "interpolation" +// http://msdn.microsoft.com/en-us/library/ms536429%28VS.85%29.aspx +if ( !assert(function( div ) { + div.innerHTML = ""; + return div.firstChild.getAttribute("href") === "#" ; +}) ) { + addHandle( "type|href|height|width", function( elem, name, isXML ) { + if ( !isXML ) { + return elem.getAttribute( name, name.toLowerCase() === "type" ? 1 : 2 ); + } + }); +} + +// Support: IE<9 +// Use defaultValue in place of getAttribute("value") +if ( !support.attributes || !assert(function( div ) { + div.innerHTML = ""; + div.firstChild.setAttribute( "value", "" ); + return div.firstChild.getAttribute( "value" ) === ""; +}) ) { + addHandle( "value", function( elem, name, isXML ) { + if ( !isXML && elem.nodeName.toLowerCase() === "input" ) { + return elem.defaultValue; + } + }); +} + +// Support: IE<9 +// Use getAttributeNode to fetch booleans when getAttribute lies +if ( !assert(function( div ) { + return div.getAttribute("disabled") == null; +}) ) { + addHandle( booleans, function( elem, name, isXML ) { + var val; + if ( !isXML ) { + return elem[ name ] === true ? name.toLowerCase() : + (val = elem.getAttributeNode( name )) && val.specified ? + val.value : + null; + } + }); +} + +return Sizzle; + +})( window ); + + + +jQuery.find = Sizzle; +jQuery.expr = Sizzle.selectors; +jQuery.expr[":"] = jQuery.expr.pseudos; +jQuery.unique = Sizzle.uniqueSort; +jQuery.text = Sizzle.getText; +jQuery.isXMLDoc = Sizzle.isXML; +jQuery.contains = Sizzle.contains; + + + +var rneedsContext = jQuery.expr.match.needsContext; + +var rsingleTag = (/^<(\w+)\s*\/?>(?:<\/\1>|)$/); + + + +var risSimple = /^.[^:#\[\.,]*$/; + +// Implement the identical functionality for filter and not +function winnow( elements, qualifier, not ) { + if ( jQuery.isFunction( qualifier ) ) { + return jQuery.grep( elements, function( elem, i ) { + /* jshint -W018 */ + return !!qualifier.call( elem, i, elem ) !== not; + }); + + } + + if ( qualifier.nodeType ) { + return jQuery.grep( elements, function( elem ) { + return ( elem === qualifier ) !== not; + }); + + } + + if ( typeof qualifier === "string" ) { + if ( risSimple.test( qualifier ) ) { + return jQuery.filter( qualifier, elements, not ); + } + + qualifier = jQuery.filter( qualifier, elements ); + } + + return jQuery.grep( elements, function( elem ) { + return ( jQuery.inArray( elem, qualifier ) >= 0 ) !== not; + }); +} + +jQuery.filter = function( expr, elems, not ) { + var elem = elems[ 0 ]; + + if ( not ) { + expr = ":not(" + expr + ")"; + } + + return elems.length === 1 && elem.nodeType === 1 ? + jQuery.find.matchesSelector( elem, expr ) ? [ elem ] : [] : + jQuery.find.matches( expr, jQuery.grep( elems, function( elem ) { + return elem.nodeType === 1; + })); +}; + +jQuery.fn.extend({ + find: function( selector ) { + var i, + ret = [], + self = this, + len = self.length; + + if ( typeof selector !== "string" ) { + return this.pushStack( jQuery( selector ).filter(function() { + for ( i = 0; i < len; i++ ) { + if ( jQuery.contains( self[ i ], this ) ) { + return true; + } + } + }) ); + } + + for ( i = 0; i < len; i++ ) { + jQuery.find( selector, self[ i ], ret ); + } + + // Needed because $( selector, context ) becomes $( context ).find( selector ) + ret = this.pushStack( len > 1 ? jQuery.unique( ret ) : ret ); + ret.selector = this.selector ? this.selector + " " + selector : selector; + return ret; + }, + filter: function( selector ) { + return this.pushStack( winnow(this, selector || [], false) ); + }, + not: function( selector ) { + return this.pushStack( winnow(this, selector || [], true) ); + }, + is: function( selector ) { + return !!winnow( + this, + + // If this is a positional/relative selector, check membership in the returned set + // so $("p:first").is("p:last") won't return true for a doc with two "p". + typeof selector === "string" && rneedsContext.test( selector ) ? + jQuery( selector ) : + selector || [], + false + ).length; + } +}); + + +// Initialize a jQuery object + + +// A central reference to the root jQuery(document) +var rootjQuery, + + // Use the correct document accordingly with window argument (sandbox) + document = window.document, + + // A simple way to check for HTML strings + // Prioritize #id over to avoid XSS via location.hash (#9521) + // Strict HTML recognition (#11290: must start with <) + rquickExpr = /^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]*))$/, + + init = jQuery.fn.init = function( selector, context ) { + var match, elem; + + // HANDLE: $(""), $(null), $(undefined), $(false) + if ( !selector ) { + return this; + } + + // Handle HTML strings + if ( typeof selector === "string" ) { + if ( selector.charAt(0) === "<" && selector.charAt( selector.length - 1 ) === ">" && selector.length >= 3 ) { + // Assume that strings that start and end with <> are HTML and skip the regex check + match = [ null, selector, null ]; + + } else { + match = rquickExpr.exec( selector ); + } + + // Match html or make sure no context is specified for #id + if ( match && (match[1] || !context) ) { + + // HANDLE: $(html) -> $(array) + if ( match[1] ) { + context = context instanceof jQuery ? context[0] : context; + + // scripts is true for back-compat + // Intentionally let the error be thrown if parseHTML is not present + jQuery.merge( this, jQuery.parseHTML( + match[1], + context && context.nodeType ? context.ownerDocument || context : document, + true + ) ); + + // HANDLE: $(html, props) + if ( rsingleTag.test( match[1] ) && jQuery.isPlainObject( context ) ) { + for ( match in context ) { + // Properties of context are called as methods if possible + if ( jQuery.isFunction( this[ match ] ) ) { + this[ match ]( context[ match ] ); + + // ...and otherwise set as attributes + } else { + this.attr( match, context[ match ] ); + } + } + } + + return this; + + // HANDLE: $(#id) + } else { + elem = document.getElementById( match[2] ); + + // Check parentNode to catch when Blackberry 4.6 returns + // nodes that are no longer in the document #6963 + if ( elem && elem.parentNode ) { + // Handle the case where IE and Opera return items + // by name instead of ID + if ( elem.id !== match[2] ) { + return rootjQuery.find( selector ); + } + + // Otherwise, we inject the element directly into the jQuery object + this.length = 1; + this[0] = elem; + } + + this.context = document; + this.selector = selector; + return this; + } + + // HANDLE: $(expr, $(...)) + } else if ( !context || context.jquery ) { + return ( context || rootjQuery ).find( selector ); + + // HANDLE: $(expr, context) + // (which is just equivalent to: $(context).find(expr) + } else { + return this.constructor( context ).find( selector ); + } + + // HANDLE: $(DOMElement) + } else if ( selector.nodeType ) { + this.context = this[0] = selector; + this.length = 1; + return this; + + // HANDLE: $(function) + // Shortcut for document ready + } else if ( jQuery.isFunction( selector ) ) { + return typeof rootjQuery.ready !== "undefined" ? + rootjQuery.ready( selector ) : + // Execute immediately if ready is not present + selector( jQuery ); + } + + if ( selector.selector !== undefined ) { + this.selector = selector.selector; + this.context = selector.context; + } + + return jQuery.makeArray( selector, this ); + }; + +// Give the init function the jQuery prototype for later instantiation +init.prototype = jQuery.fn; + +// Initialize central reference +rootjQuery = jQuery( document ); + + +var rparentsprev = /^(?:parents|prev(?:Until|All))/, + // methods guaranteed to produce a unique set when starting from a unique set + guaranteedUnique = { + children: true, + contents: true, + next: true, + prev: true + }; + +jQuery.extend({ + dir: function( elem, dir, until ) { + var matched = [], + cur = elem[ dir ]; + + while ( cur && cur.nodeType !== 9 && (until === undefined || cur.nodeType !== 1 || !jQuery( cur ).is( until )) ) { + if ( cur.nodeType === 1 ) { + matched.push( cur ); + } + cur = cur[dir]; + } + return matched; + }, + + sibling: function( n, elem ) { + var r = []; + + for ( ; n; n = n.nextSibling ) { + if ( n.nodeType === 1 && n !== elem ) { + r.push( n ); + } + } + + return r; + } +}); + +jQuery.fn.extend({ + has: function( target ) { + var i, + targets = jQuery( target, this ), + len = targets.length; + + return this.filter(function() { + for ( i = 0; i < len; i++ ) { + if ( jQuery.contains( this, targets[i] ) ) { + return true; + } + } + }); + }, + + closest: function( selectors, context ) { + var cur, + i = 0, + l = this.length, + matched = [], + pos = rneedsContext.test( selectors ) || typeof selectors !== "string" ? + jQuery( selectors, context || this.context ) : + 0; + + for ( ; i < l; i++ ) { + for ( cur = this[i]; cur && cur !== context; cur = cur.parentNode ) { + // Always skip document fragments + if ( cur.nodeType < 11 && (pos ? + pos.index(cur) > -1 : + + // Don't pass non-elements to Sizzle + cur.nodeType === 1 && + jQuery.find.matchesSelector(cur, selectors)) ) { + + matched.push( cur ); + break; + } + } + } + + return this.pushStack( matched.length > 1 ? jQuery.unique( matched ) : matched ); + }, + + // Determine the position of an element within + // the matched set of elements + index: function( elem ) { + + // No argument, return index in parent + if ( !elem ) { + return ( this[0] && this[0].parentNode ) ? this.first().prevAll().length : -1; + } + + // index in selector + if ( typeof elem === "string" ) { + return jQuery.inArray( this[0], jQuery( elem ) ); + } + + // Locate the position of the desired element + return jQuery.inArray( + // If it receives a jQuery object, the first element is used + elem.jquery ? elem[0] : elem, this ); + }, + + add: function( selector, context ) { + return this.pushStack( + jQuery.unique( + jQuery.merge( this.get(), jQuery( selector, context ) ) + ) + ); + }, + + addBack: function( selector ) { + return this.add( selector == null ? + this.prevObject : this.prevObject.filter(selector) + ); + } +}); + +function sibling( cur, dir ) { + do { + cur = cur[ dir ]; + } while ( cur && cur.nodeType !== 1 ); + + return cur; +} + +jQuery.each({ + parent: function( elem ) { + var parent = elem.parentNode; + return parent && parent.nodeType !== 11 ? parent : null; + }, + parents: function( elem ) { + return jQuery.dir( elem, "parentNode" ); + }, + parentsUntil: function( elem, i, until ) { + return jQuery.dir( elem, "parentNode", until ); + }, + next: function( elem ) { + return sibling( elem, "nextSibling" ); + }, + prev: function( elem ) { + return sibling( elem, "previousSibling" ); + }, + nextAll: function( elem ) { + return jQuery.dir( elem, "nextSibling" ); + }, + prevAll: function( elem ) { + return jQuery.dir( elem, "previousSibling" ); + }, + nextUntil: function( elem, i, until ) { + return jQuery.dir( elem, "nextSibling", until ); + }, + prevUntil: function( elem, i, until ) { + return jQuery.dir( elem, "previousSibling", until ); + }, + siblings: function( elem ) { + return jQuery.sibling( ( elem.parentNode || {} ).firstChild, elem ); + }, + children: function( elem ) { + return jQuery.sibling( elem.firstChild ); + }, + contents: function( elem ) { + return jQuery.nodeName( elem, "iframe" ) ? + elem.contentDocument || elem.contentWindow.document : + jQuery.merge( [], elem.childNodes ); + } +}, function( name, fn ) { + jQuery.fn[ name ] = function( until, selector ) { + var ret = jQuery.map( this, fn, until ); + + if ( name.slice( -5 ) !== "Until" ) { + selector = until; + } + + if ( selector && typeof selector === "string" ) { + ret = jQuery.filter( selector, ret ); + } + + if ( this.length > 1 ) { + // Remove duplicates + if ( !guaranteedUnique[ name ] ) { + ret = jQuery.unique( ret ); + } + + // Reverse order for parents* and prev-derivatives + if ( rparentsprev.test( name ) ) { + ret = ret.reverse(); + } + } + + return this.pushStack( ret ); + }; +}); +var rnotwhite = (/\S+/g); + + + +// String to Object options format cache +var optionsCache = {}; + +// Convert String-formatted options into Object-formatted ones and store in cache +function createOptions( options ) { + var object = optionsCache[ options ] = {}; + jQuery.each( options.match( rnotwhite ) || [], function( _, flag ) { + object[ flag ] = true; + }); + return object; +} + +/* + * Create a callback list using the following parameters: + * + * options: an optional list of space-separated options that will change how + * the callback list behaves or a more traditional option object + * + * By default a callback list will act like an event callback list and can be + * "fired" multiple times. + * + * Possible options: + * + * once: will ensure the callback list can only be fired once (like a Deferred) + * + * memory: will keep track of previous values and will call any callback added + * after the list has been fired right away with the latest "memorized" + * values (like a Deferred) + * + * unique: will ensure a callback can only be added once (no duplicate in the list) + * + * stopOnFalse: interrupt callings when a callback returns false + * + */ +jQuery.Callbacks = function( options ) { + + // Convert options from String-formatted to Object-formatted if needed + // (we check in cache first) + options = typeof options === "string" ? + ( optionsCache[ options ] || createOptions( options ) ) : + jQuery.extend( {}, options ); + + var // Flag to know if list is currently firing + firing, + // Last fire value (for non-forgettable lists) + memory, + // Flag to know if list was already fired + fired, + // End of the loop when firing + firingLength, + // Index of currently firing callback (modified by remove if needed) + firingIndex, + // First callback to fire (used internally by add and fireWith) + firingStart, + // Actual callback list + list = [], + // Stack of fire calls for repeatable lists + stack = !options.once && [], + // Fire callbacks + fire = function( data ) { + memory = options.memory && data; + fired = true; + firingIndex = firingStart || 0; + firingStart = 0; + firingLength = list.length; + firing = true; + for ( ; list && firingIndex < firingLength; firingIndex++ ) { + if ( list[ firingIndex ].apply( data[ 0 ], data[ 1 ] ) === false && options.stopOnFalse ) { + memory = false; // To prevent further calls using add + break; + } + } + firing = false; + if ( list ) { + if ( stack ) { + if ( stack.length ) { + fire( stack.shift() ); + } + } else if ( memory ) { + list = []; + } else { + self.disable(); + } + } + }, + // Actual Callbacks object + self = { + // Add a callback or a collection of callbacks to the list + add: function() { + if ( list ) { + // First, we save the current length + var start = list.length; + (function add( args ) { + jQuery.each( args, function( _, arg ) { + var type = jQuery.type( arg ); + if ( type === "function" ) { + if ( !options.unique || !self.has( arg ) ) { + list.push( arg ); + } + } else if ( arg && arg.length && type !== "string" ) { + // Inspect recursively + add( arg ); + } + }); + })( arguments ); + // Do we need to add the callbacks to the + // current firing batch? + if ( firing ) { + firingLength = list.length; + // With memory, if we're not firing then + // we should call right away + } else if ( memory ) { + firingStart = start; + fire( memory ); + } + } + return this; + }, + // Remove a callback from the list + remove: function() { + if ( list ) { + jQuery.each( arguments, function( _, arg ) { + var index; + while ( ( index = jQuery.inArray( arg, list, index ) ) > -1 ) { + list.splice( index, 1 ); + // Handle firing indexes + if ( firing ) { + if ( index <= firingLength ) { + firingLength--; + } + if ( index <= firingIndex ) { + firingIndex--; + } + } + } + }); + } + return this; + }, + // Check if a given callback is in the list. + // If no argument is given, return whether or not list has callbacks attached. + has: function( fn ) { + return fn ? jQuery.inArray( fn, list ) > -1 : !!( list && list.length ); + }, + // Remove all callbacks from the list + empty: function() { + list = []; + firingLength = 0; + return this; + }, + // Have the list do nothing anymore + disable: function() { + list = stack = memory = undefined; + return this; + }, + // Is it disabled? + disabled: function() { + return !list; + }, + // Lock the list in its current state + lock: function() { + stack = undefined; + if ( !memory ) { + self.disable(); + } + return this; + }, + // Is it locked? + locked: function() { + return !stack; + }, + // Call all callbacks with the given context and arguments + fireWith: function( context, args ) { + if ( list && ( !fired || stack ) ) { + args = args || []; + args = [ context, args.slice ? args.slice() : args ]; + if ( firing ) { + stack.push( args ); + } else { + fire( args ); + } + } + return this; + }, + // Call all the callbacks with the given arguments + fire: function() { + self.fireWith( this, arguments ); + return this; + }, + // To know if the callbacks have already been called at least once + fired: function() { + return !!fired; + } + }; + + return self; +}; + + +jQuery.extend({ + + Deferred: function( func ) { + var tuples = [ + // action, add listener, listener list, final state + [ "resolve", "done", jQuery.Callbacks("once memory"), "resolved" ], + [ "reject", "fail", jQuery.Callbacks("once memory"), "rejected" ], + [ "notify", "progress", jQuery.Callbacks("memory") ] + ], + state = "pending", + promise = { + state: function() { + return state; + }, + always: function() { + deferred.done( arguments ).fail( arguments ); + return this; + }, + then: function( /* fnDone, fnFail, fnProgress */ ) { + var fns = arguments; + return jQuery.Deferred(function( newDefer ) { + jQuery.each( tuples, function( i, tuple ) { + var fn = jQuery.isFunction( fns[ i ] ) && fns[ i ]; + // deferred[ done | fail | progress ] for forwarding actions to newDefer + deferred[ tuple[1] ](function() { + var returned = fn && fn.apply( this, arguments ); + if ( returned && jQuery.isFunction( returned.promise ) ) { + returned.promise() + .done( newDefer.resolve ) + .fail( newDefer.reject ) + .progress( newDefer.notify ); + } else { + newDefer[ tuple[ 0 ] + "With" ]( this === promise ? newDefer.promise() : this, fn ? [ returned ] : arguments ); + } + }); + }); + fns = null; + }).promise(); + }, + // Get a promise for this deferred + // If obj is provided, the promise aspect is added to the object + promise: function( obj ) { + return obj != null ? jQuery.extend( obj, promise ) : promise; + } + }, + deferred = {}; + + // Keep pipe for back-compat + promise.pipe = promise.then; + + // Add list-specific methods + jQuery.each( tuples, function( i, tuple ) { + var list = tuple[ 2 ], + stateString = tuple[ 3 ]; + + // promise[ done | fail | progress ] = list.add + promise[ tuple[1] ] = list.add; + + // Handle state + if ( stateString ) { + list.add(function() { + // state = [ resolved | rejected ] + state = stateString; + + // [ reject_list | resolve_list ].disable; progress_list.lock + }, tuples[ i ^ 1 ][ 2 ].disable, tuples[ 2 ][ 2 ].lock ); + } + + // deferred[ resolve | reject | notify ] + deferred[ tuple[0] ] = function() { + deferred[ tuple[0] + "With" ]( this === deferred ? promise : this, arguments ); + return this; + }; + deferred[ tuple[0] + "With" ] = list.fireWith; + }); + + // Make the deferred a promise + promise.promise( deferred ); + + // Call given func if any + if ( func ) { + func.call( deferred, deferred ); + } + + // All done! + return deferred; + }, + + // Deferred helper + when: function( subordinate /* , ..., subordinateN */ ) { + var i = 0, + resolveValues = slice.call( arguments ), + length = resolveValues.length, + + // the count of uncompleted subordinates + remaining = length !== 1 || ( subordinate && jQuery.isFunction( subordinate.promise ) ) ? length : 0, + + // the master Deferred. If resolveValues consist of only a single Deferred, just use that. + deferred = remaining === 1 ? subordinate : jQuery.Deferred(), + + // Update function for both resolve and progress values + updateFunc = function( i, contexts, values ) { + return function( value ) { + contexts[ i ] = this; + values[ i ] = arguments.length > 1 ? slice.call( arguments ) : value; + if ( values === progressValues ) { + deferred.notifyWith( contexts, values ); + + } else if ( !(--remaining) ) { + deferred.resolveWith( contexts, values ); + } + }; + }, + + progressValues, progressContexts, resolveContexts; + + // add listeners to Deferred subordinates; treat others as resolved + if ( length > 1 ) { + progressValues = new Array( length ); + progressContexts = new Array( length ); + resolveContexts = new Array( length ); + for ( ; i < length; i++ ) { + if ( resolveValues[ i ] && jQuery.isFunction( resolveValues[ i ].promise ) ) { + resolveValues[ i ].promise() + .done( updateFunc( i, resolveContexts, resolveValues ) ) + .fail( deferred.reject ) + .progress( updateFunc( i, progressContexts, progressValues ) ); + } else { + --remaining; + } + } + } + + // if we're not waiting on anything, resolve the master + if ( !remaining ) { + deferred.resolveWith( resolveContexts, resolveValues ); + } + + return deferred.promise(); + } +}); + + +// The deferred used on DOM ready +var readyList; + +jQuery.fn.ready = function( fn ) { + // Add the callback + jQuery.ready.promise().done( fn ); + + return this; +}; + +jQuery.extend({ + // Is the DOM ready to be used? Set to true once it occurs. + isReady: false, + + // A counter to track how many items to wait for before + // the ready event fires. See #6781 + readyWait: 1, + + // Hold (or release) the ready event + holdReady: function( hold ) { + if ( hold ) { + jQuery.readyWait++; + } else { + jQuery.ready( true ); + } + }, + + // Handle when the DOM is ready + ready: function( wait ) { + + // Abort if there are pending holds or we're already ready + if ( wait === true ? --jQuery.readyWait : jQuery.isReady ) { + return; + } + + // Make sure body exists, at least, in case IE gets a little overzealous (ticket #5443). + if ( !document.body ) { + return setTimeout( jQuery.ready ); + } + + // Remember that the DOM is ready + jQuery.isReady = true; + + // If a normal DOM Ready event fired, decrement, and wait if need be + if ( wait !== true && --jQuery.readyWait > 0 ) { + return; + } + + // If there are functions bound, to execute + readyList.resolveWith( document, [ jQuery ] ); + + // Trigger any bound ready events + if ( jQuery.fn.triggerHandler ) { + jQuery( document ).triggerHandler( "ready" ); + jQuery( document ).off( "ready" ); + } + } +}); + +/** + * Clean-up method for dom ready events + */ +function detach() { + if ( document.addEventListener ) { + document.removeEventListener( "DOMContentLoaded", completed, false ); + window.removeEventListener( "load", completed, false ); + + } else { + document.detachEvent( "onreadystatechange", completed ); + window.detachEvent( "onload", completed ); + } +} + +/** + * The ready event handler and self cleanup method + */ +function completed() { + // readyState === "complete" is good enough for us to call the dom ready in oldIE + if ( document.addEventListener || event.type === "load" || document.readyState === "complete" ) { + detach(); + jQuery.ready(); + } +} + +jQuery.ready.promise = function( obj ) { + if ( !readyList ) { + + readyList = jQuery.Deferred(); + + // Catch cases where $(document).ready() is called after the browser event has already occurred. + // we once tried to use readyState "interactive" here, but it caused issues like the one + // discovered by ChrisS here: http://bugs.jquery.com/ticket/12282#comment:15 + if ( document.readyState === "complete" ) { + // Handle it asynchronously to allow scripts the opportunity to delay ready + setTimeout( jQuery.ready ); + + // Standards-based browsers support DOMContentLoaded + } else if ( document.addEventListener ) { + // Use the handy event callback + document.addEventListener( "DOMContentLoaded", completed, false ); + + // A fallback to window.onload, that will always work + window.addEventListener( "load", completed, false ); + + // If IE event model is used + } else { + // Ensure firing before onload, maybe late but safe also for iframes + document.attachEvent( "onreadystatechange", completed ); + + // A fallback to window.onload, that will always work + window.attachEvent( "onload", completed ); + + // If IE and not a frame + // continually check to see if the document is ready + var top = false; + + try { + top = window.frameElement == null && document.documentElement; + } catch(e) {} + + if ( top && top.doScroll ) { + (function doScrollCheck() { + if ( !jQuery.isReady ) { + + try { + // Use the trick by Diego Perini + // http://javascript.nwbox.com/IEContentLoaded/ + top.doScroll("left"); + } catch(e) { + return setTimeout( doScrollCheck, 50 ); + } + + // detach all dom ready events + detach(); + + // and execute any waiting functions + jQuery.ready(); + } + })(); + } + } + } + return readyList.promise( obj ); +}; + + +var strundefined = typeof undefined; + + + +// Support: IE<9 +// Iteration over object's inherited properties before its own +var i; +for ( i in jQuery( support ) ) { + break; +} +support.ownLast = i !== "0"; + +// Note: most support tests are defined in their respective modules. +// false until the test is run +support.inlineBlockNeedsLayout = false; + +// Execute ASAP in case we need to set body.style.zoom +jQuery(function() { + // Minified: var a,b,c,d + var val, div, body, container; + + body = document.getElementsByTagName( "body" )[ 0 ]; + if ( !body || !body.style ) { + // Return for frameset docs that don't have a body + return; + } + + // Setup + div = document.createElement( "div" ); + container = document.createElement( "div" ); + container.style.cssText = "position:absolute;border:0;width:0;height:0;top:0;left:-9999px"; + body.appendChild( container ).appendChild( div ); + + if ( typeof div.style.zoom !== strundefined ) { + // Support: IE<8 + // Check if natively block-level elements act like inline-block + // elements when setting their display to 'inline' and giving + // them layout + div.style.cssText = "display:inline;margin:0;border:0;padding:1px;width:1px;zoom:1"; + + support.inlineBlockNeedsLayout = val = div.offsetWidth === 3; + if ( val ) { + // Prevent IE 6 from affecting layout for positioned elements #11048 + // Prevent IE from shrinking the body in IE 7 mode #12869 + // Support: IE<8 + body.style.zoom = 1; + } + } + + body.removeChild( container ); +}); + + + + +(function() { + var div = document.createElement( "div" ); + + // Execute the test only if not already executed in another module. + if (support.deleteExpando == null) { + // Support: IE<9 + support.deleteExpando = true; + try { + delete div.test; + } catch( e ) { + support.deleteExpando = false; + } + } + + // Null elements to avoid leaks in IE. + div = null; +})(); + + +/** + * Determines whether an object can have data + */ +jQuery.acceptData = function( elem ) { + var noData = jQuery.noData[ (elem.nodeName + " ").toLowerCase() ], + nodeType = +elem.nodeType || 1; + + // Do not set data on non-element DOM nodes because it will not be cleared (#8335). + return nodeType !== 1 && nodeType !== 9 ? + false : + + // Nodes accept data unless otherwise specified; rejection can be conditional + !noData || noData !== true && elem.getAttribute("classid") === noData; +}; + + +var rbrace = /^(?:\{[\w\W]*\}|\[[\w\W]*\])$/, + rmultiDash = /([A-Z])/g; + +function dataAttr( elem, key, data ) { + // If nothing was found internally, try to fetch any + // data from the HTML5 data-* attribute + if ( data === undefined && elem.nodeType === 1 ) { + + var name = "data-" + key.replace( rmultiDash, "-$1" ).toLowerCase(); + + data = elem.getAttribute( name ); + + if ( typeof data === "string" ) { + try { + data = data === "true" ? true : + data === "false" ? false : + data === "null" ? null : + // Only convert to a number if it doesn't change the string + +data + "" === data ? +data : + rbrace.test( data ) ? jQuery.parseJSON( data ) : + data; + } catch( e ) {} + + // Make sure we set the data so it isn't changed later + jQuery.data( elem, key, data ); + + } else { + data = undefined; + } + } + + return data; +} + +// checks a cache object for emptiness +function isEmptyDataObject( obj ) { + var name; + for ( name in obj ) { + + // if the public data object is empty, the private is still empty + if ( name === "data" && jQuery.isEmptyObject( obj[name] ) ) { + continue; + } + if ( name !== "toJSON" ) { + return false; + } + } + + return true; +} + +function internalData( elem, name, data, pvt /* Internal Use Only */ ) { + if ( !jQuery.acceptData( elem ) ) { + return; + } + + var ret, thisCache, + internalKey = jQuery.expando, + + // We have to handle DOM nodes and JS objects differently because IE6-7 + // can't GC object references properly across the DOM-JS boundary + isNode = elem.nodeType, + + // Only DOM nodes need the global jQuery cache; JS object data is + // attached directly to the object so GC can occur automatically + cache = isNode ? jQuery.cache : elem, + + // Only defining an ID for JS objects if its cache already exists allows + // the code to shortcut on the same path as a DOM node with no cache + id = isNode ? elem[ internalKey ] : elem[ internalKey ] && internalKey; + + // Avoid doing any more work than we need to when trying to get data on an + // object that has no data at all + if ( (!id || !cache[id] || (!pvt && !cache[id].data)) && data === undefined && typeof name === "string" ) { + return; + } + + if ( !id ) { + // Only DOM nodes need a new unique ID for each element since their data + // ends up in the global cache + if ( isNode ) { + id = elem[ internalKey ] = deletedIds.pop() || jQuery.guid++; + } else { + id = internalKey; + } + } + + if ( !cache[ id ] ) { + // Avoid exposing jQuery metadata on plain JS objects when the object + // is serialized using JSON.stringify + cache[ id ] = isNode ? {} : { toJSON: jQuery.noop }; + } + + // An object can be passed to jQuery.data instead of a key/value pair; this gets + // shallow copied over onto the existing cache + if ( typeof name === "object" || typeof name === "function" ) { + if ( pvt ) { + cache[ id ] = jQuery.extend( cache[ id ], name ); + } else { + cache[ id ].data = jQuery.extend( cache[ id ].data, name ); + } + } + + thisCache = cache[ id ]; + + // jQuery data() is stored in a separate object inside the object's internal data + // cache in order to avoid key collisions between internal data and user-defined + // data. + if ( !pvt ) { + if ( !thisCache.data ) { + thisCache.data = {}; + } + + thisCache = thisCache.data; + } + + if ( data !== undefined ) { + thisCache[ jQuery.camelCase( name ) ] = data; + } + + // Check for both converted-to-camel and non-converted data property names + // If a data property was specified + if ( typeof name === "string" ) { + + // First Try to find as-is property data + ret = thisCache[ name ]; + + // Test for null|undefined property data + if ( ret == null ) { + + // Try to find the camelCased property + ret = thisCache[ jQuery.camelCase( name ) ]; + } + } else { + ret = thisCache; + } + + return ret; +} + +function internalRemoveData( elem, name, pvt ) { + if ( !jQuery.acceptData( elem ) ) { + return; + } + + var thisCache, i, + isNode = elem.nodeType, + + // See jQuery.data for more information + cache = isNode ? jQuery.cache : elem, + id = isNode ? elem[ jQuery.expando ] : jQuery.expando; + + // If there is already no cache entry for this object, there is no + // purpose in continuing + if ( !cache[ id ] ) { + return; + } + + if ( name ) { + + thisCache = pvt ? cache[ id ] : cache[ id ].data; + + if ( thisCache ) { + + // Support array or space separated string names for data keys + if ( !jQuery.isArray( name ) ) { + + // try the string as a key before any manipulation + if ( name in thisCache ) { + name = [ name ]; + } else { + + // split the camel cased version by spaces unless a key with the spaces exists + name = jQuery.camelCase( name ); + if ( name in thisCache ) { + name = [ name ]; + } else { + name = name.split(" "); + } + } + } else { + // If "name" is an array of keys... + // When data is initially created, via ("key", "val") signature, + // keys will be converted to camelCase. + // Since there is no way to tell _how_ a key was added, remove + // both plain key and camelCase key. #12786 + // This will only penalize the array argument path. + name = name.concat( jQuery.map( name, jQuery.camelCase ) ); + } + + i = name.length; + while ( i-- ) { + delete thisCache[ name[i] ]; + } + + // If there is no data left in the cache, we want to continue + // and let the cache object itself get destroyed + if ( pvt ? !isEmptyDataObject(thisCache) : !jQuery.isEmptyObject(thisCache) ) { + return; + } + } + } + + // See jQuery.data for more information + if ( !pvt ) { + delete cache[ id ].data; + + // Don't destroy the parent cache unless the internal data object + // had been the only thing left in it + if ( !isEmptyDataObject( cache[ id ] ) ) { + return; + } + } + + // Destroy the cache + if ( isNode ) { + jQuery.cleanData( [ elem ], true ); + + // Use delete when supported for expandos or `cache` is not a window per isWindow (#10080) + /* jshint eqeqeq: false */ + } else if ( support.deleteExpando || cache != cache.window ) { + /* jshint eqeqeq: true */ + delete cache[ id ]; + + // When all else fails, null + } else { + cache[ id ] = null; + } +} + +jQuery.extend({ + cache: {}, + + // The following elements (space-suffixed to avoid Object.prototype collisions) + // throw uncatchable exceptions if you attempt to set expando properties + noData: { + "applet ": true, + "embed ": true, + // ...but Flash objects (which have this classid) *can* handle expandos + "object ": "clsid:D27CDB6E-AE6D-11cf-96B8-444553540000" + }, + + hasData: function( elem ) { + elem = elem.nodeType ? jQuery.cache[ elem[jQuery.expando] ] : elem[ jQuery.expando ]; + return !!elem && !isEmptyDataObject( elem ); + }, + + data: function( elem, name, data ) { + return internalData( elem, name, data ); + }, + + removeData: function( elem, name ) { + return internalRemoveData( elem, name ); + }, + + // For internal use only. + _data: function( elem, name, data ) { + return internalData( elem, name, data, true ); + }, + + _removeData: function( elem, name ) { + return internalRemoveData( elem, name, true ); + } +}); + +jQuery.fn.extend({ + data: function( key, value ) { + var i, name, data, + elem = this[0], + attrs = elem && elem.attributes; + + // Special expections of .data basically thwart jQuery.access, + // so implement the relevant behavior ourselves + + // Gets all values + if ( key === undefined ) { + if ( this.length ) { + data = jQuery.data( elem ); + + if ( elem.nodeType === 1 && !jQuery._data( elem, "parsedAttrs" ) ) { + i = attrs.length; + while ( i-- ) { + + // Support: IE11+ + // The attrs elements can be null (#14894) + if ( attrs[ i ] ) { + name = attrs[ i ].name; + if ( name.indexOf( "data-" ) === 0 ) { + name = jQuery.camelCase( name.slice(5) ); + dataAttr( elem, name, data[ name ] ); + } + } + } + jQuery._data( elem, "parsedAttrs", true ); + } + } + + return data; + } + + // Sets multiple values + if ( typeof key === "object" ) { + return this.each(function() { + jQuery.data( this, key ); + }); + } + + return arguments.length > 1 ? + + // Sets one value + this.each(function() { + jQuery.data( this, key, value ); + }) : + + // Gets one value + // Try to fetch any internally stored data first + elem ? dataAttr( elem, key, jQuery.data( elem, key ) ) : undefined; + }, + + removeData: function( key ) { + return this.each(function() { + jQuery.removeData( this, key ); + }); + } +}); + + +jQuery.extend({ + queue: function( elem, type, data ) { + var queue; + + if ( elem ) { + type = ( type || "fx" ) + "queue"; + queue = jQuery._data( elem, type ); + + // Speed up dequeue by getting out quickly if this is just a lookup + if ( data ) { + if ( !queue || jQuery.isArray(data) ) { + queue = jQuery._data( elem, type, jQuery.makeArray(data) ); + } else { + queue.push( data ); + } + } + return queue || []; + } + }, + + dequeue: function( elem, type ) { + type = type || "fx"; + + var queue = jQuery.queue( elem, type ), + startLength = queue.length, + fn = queue.shift(), + hooks = jQuery._queueHooks( elem, type ), + next = function() { + jQuery.dequeue( elem, type ); + }; + + // If the fx queue is dequeued, always remove the progress sentinel + if ( fn === "inprogress" ) { + fn = queue.shift(); + startLength--; + } + + if ( fn ) { + + // Add a progress sentinel to prevent the fx queue from being + // automatically dequeued + if ( type === "fx" ) { + queue.unshift( "inprogress" ); + } + + // clear up the last queue stop function + delete hooks.stop; + fn.call( elem, next, hooks ); + } + + if ( !startLength && hooks ) { + hooks.empty.fire(); + } + }, + + // not intended for public consumption - generates a queueHooks object, or returns the current one + _queueHooks: function( elem, type ) { + var key = type + "queueHooks"; + return jQuery._data( elem, key ) || jQuery._data( elem, key, { + empty: jQuery.Callbacks("once memory").add(function() { + jQuery._removeData( elem, type + "queue" ); + jQuery._removeData( elem, key ); + }) + }); + } +}); + +jQuery.fn.extend({ + queue: function( type, data ) { + var setter = 2; + + if ( typeof type !== "string" ) { + data = type; + type = "fx"; + setter--; + } + + if ( arguments.length < setter ) { + return jQuery.queue( this[0], type ); + } + + return data === undefined ? + this : + this.each(function() { + var queue = jQuery.queue( this, type, data ); + + // ensure a hooks for this queue + jQuery._queueHooks( this, type ); + + if ( type === "fx" && queue[0] !== "inprogress" ) { + jQuery.dequeue( this, type ); + } + }); + }, + dequeue: function( type ) { + return this.each(function() { + jQuery.dequeue( this, type ); + }); + }, + clearQueue: function( type ) { + return this.queue( type || "fx", [] ); + }, + // Get a promise resolved when queues of a certain type + // are emptied (fx is the type by default) + promise: function( type, obj ) { + var tmp, + count = 1, + defer = jQuery.Deferred(), + elements = this, + i = this.length, + resolve = function() { + if ( !( --count ) ) { + defer.resolveWith( elements, [ elements ] ); + } + }; + + if ( typeof type !== "string" ) { + obj = type; + type = undefined; + } + type = type || "fx"; + + while ( i-- ) { + tmp = jQuery._data( elements[ i ], type + "queueHooks" ); + if ( tmp && tmp.empty ) { + count++; + tmp.empty.add( resolve ); + } + } + resolve(); + return defer.promise( obj ); + } +}); +var pnum = (/[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/).source; + +var cssExpand = [ "Top", "Right", "Bottom", "Left" ]; + +var isHidden = function( elem, el ) { + // isHidden might be called from jQuery#filter function; + // in that case, element will be second argument + elem = el || elem; + return jQuery.css( elem, "display" ) === "none" || !jQuery.contains( elem.ownerDocument, elem ); + }; + + + +// Multifunctional method to get and set values of a collection +// The value/s can optionally be executed if it's a function +var access = jQuery.access = function( elems, fn, key, value, chainable, emptyGet, raw ) { + var i = 0, + length = elems.length, + bulk = key == null; + + // Sets many values + if ( jQuery.type( key ) === "object" ) { + chainable = true; + for ( i in key ) { + jQuery.access( elems, fn, i, key[i], true, emptyGet, raw ); + } + + // Sets one value + } else if ( value !== undefined ) { + chainable = true; + + if ( !jQuery.isFunction( value ) ) { + raw = true; + } + + if ( bulk ) { + // Bulk operations run against the entire set + if ( raw ) { + fn.call( elems, value ); + fn = null; + + // ...except when executing function values + } else { + bulk = fn; + fn = function( elem, key, value ) { + return bulk.call( jQuery( elem ), value ); + }; + } + } + + if ( fn ) { + for ( ; i < length; i++ ) { + fn( elems[i], key, raw ? value : value.call( elems[i], i, fn( elems[i], key ) ) ); + } + } + } + + return chainable ? + elems : + + // Gets + bulk ? + fn.call( elems ) : + length ? fn( elems[0], key ) : emptyGet; +}; +var rcheckableType = (/^(?:checkbox|radio)$/i); + + + +(function() { + // Minified: var a,b,c + var input = document.createElement( "input" ), + div = document.createElement( "div" ), + fragment = document.createDocumentFragment(); + + // Setup + div.innerHTML = "
      a"; + + // IE strips leading whitespace when .innerHTML is used + support.leadingWhitespace = div.firstChild.nodeType === 3; + + // Make sure that tbody elements aren't automatically inserted + // IE will insert them into empty tables + support.tbody = !div.getElementsByTagName( "tbody" ).length; + + // Make sure that link elements get serialized correctly by innerHTML + // This requires a wrapper element in IE + support.htmlSerialize = !!div.getElementsByTagName( "link" ).length; + + // Makes sure cloning an html5 element does not cause problems + // Where outerHTML is undefined, this still works + support.html5Clone = + document.createElement( "nav" ).cloneNode( true ).outerHTML !== "<:nav>"; + + // Check if a disconnected checkbox will retain its checked + // value of true after appended to the DOM (IE6/7) + input.type = "checkbox"; + input.checked = true; + fragment.appendChild( input ); + support.appendChecked = input.checked; + + // Make sure textarea (and checkbox) defaultValue is properly cloned + // Support: IE6-IE11+ + div.innerHTML = ""; + support.noCloneChecked = !!div.cloneNode( true ).lastChild.defaultValue; + + // #11217 - WebKit loses check when the name is after the checked attribute + fragment.appendChild( div ); + div.innerHTML = ""; + + // Support: Safari 5.1, iOS 5.1, Android 4.x, Android 2.3 + // old WebKit doesn't clone checked state correctly in fragments + support.checkClone = div.cloneNode( true ).cloneNode( true ).lastChild.checked; + + // Support: IE<9 + // Opera does not clone events (and typeof div.attachEvent === undefined). + // IE9-10 clones events bound via attachEvent, but they don't trigger with .click() + support.noCloneEvent = true; + if ( div.attachEvent ) { + div.attachEvent( "onclick", function() { + support.noCloneEvent = false; + }); + + div.cloneNode( true ).click(); + } + + // Execute the test only if not already executed in another module. + if (support.deleteExpando == null) { + // Support: IE<9 + support.deleteExpando = true; + try { + delete div.test; + } catch( e ) { + support.deleteExpando = false; + } + } +})(); + + +(function() { + var i, eventName, + div = document.createElement( "div" ); + + // Support: IE<9 (lack submit/change bubble), Firefox 23+ (lack focusin event) + for ( i in { submit: true, change: true, focusin: true }) { + eventName = "on" + i; + + if ( !(support[ i + "Bubbles" ] = eventName in window) ) { + // Beware of CSP restrictions (https://developer.mozilla.org/en/Security/CSP) + div.setAttribute( eventName, "t" ); + support[ i + "Bubbles" ] = div.attributes[ eventName ].expando === false; + } + } + + // Null elements to avoid leaks in IE. + div = null; +})(); + + +var rformElems = /^(?:input|select|textarea)$/i, + rkeyEvent = /^key/, + rmouseEvent = /^(?:mouse|pointer|contextmenu)|click/, + rfocusMorph = /^(?:focusinfocus|focusoutblur)$/, + rtypenamespace = /^([^.]*)(?:\.(.+)|)$/; + +function returnTrue() { + return true; +} + +function returnFalse() { + return false; +} + +function safeActiveElement() { + try { + return document.activeElement; + } catch ( err ) { } +} + +/* + * Helper functions for managing events -- not part of the public interface. + * Props to Dean Edwards' addEvent library for many of the ideas. + */ +jQuery.event = { + + global: {}, + + add: function( elem, types, handler, data, selector ) { + var tmp, events, t, handleObjIn, + special, eventHandle, handleObj, + handlers, type, namespaces, origType, + elemData = jQuery._data( elem ); + + // Don't attach events to noData or text/comment nodes (but allow plain objects) + if ( !elemData ) { + return; + } + + // Caller can pass in an object of custom data in lieu of the handler + if ( handler.handler ) { + handleObjIn = handler; + handler = handleObjIn.handler; + selector = handleObjIn.selector; + } + + // Make sure that the handler has a unique ID, used to find/remove it later + if ( !handler.guid ) { + handler.guid = jQuery.guid++; + } + + // Init the element's event structure and main handler, if this is the first + if ( !(events = elemData.events) ) { + events = elemData.events = {}; + } + if ( !(eventHandle = elemData.handle) ) { + eventHandle = elemData.handle = function( e ) { + // Discard the second event of a jQuery.event.trigger() and + // when an event is called after a page has unloaded + return typeof jQuery !== strundefined && (!e || jQuery.event.triggered !== e.type) ? + jQuery.event.dispatch.apply( eventHandle.elem, arguments ) : + undefined; + }; + // Add elem as a property of the handle fn to prevent a memory leak with IE non-native events + eventHandle.elem = elem; + } + + // Handle multiple events separated by a space + types = ( types || "" ).match( rnotwhite ) || [ "" ]; + t = types.length; + while ( t-- ) { + tmp = rtypenamespace.exec( types[t] ) || []; + type = origType = tmp[1]; + namespaces = ( tmp[2] || "" ).split( "." ).sort(); + + // There *must* be a type, no attaching namespace-only handlers + if ( !type ) { + continue; + } + + // If event changes its type, use the special event handlers for the changed type + special = jQuery.event.special[ type ] || {}; + + // If selector defined, determine special event api type, otherwise given type + type = ( selector ? special.delegateType : special.bindType ) || type; + + // Update special based on newly reset type + special = jQuery.event.special[ type ] || {}; + + // handleObj is passed to all event handlers + handleObj = jQuery.extend({ + type: type, + origType: origType, + data: data, + handler: handler, + guid: handler.guid, + selector: selector, + needsContext: selector && jQuery.expr.match.needsContext.test( selector ), + namespace: namespaces.join(".") + }, handleObjIn ); + + // Init the event handler queue if we're the first + if ( !(handlers = events[ type ]) ) { + handlers = events[ type ] = []; + handlers.delegateCount = 0; + + // Only use addEventListener/attachEvent if the special events handler returns false + if ( !special.setup || special.setup.call( elem, data, namespaces, eventHandle ) === false ) { + // Bind the global event handler to the element + if ( elem.addEventListener ) { + elem.addEventListener( type, eventHandle, false ); + + } else if ( elem.attachEvent ) { + elem.attachEvent( "on" + type, eventHandle ); + } + } + } + + if ( special.add ) { + special.add.call( elem, handleObj ); + + if ( !handleObj.handler.guid ) { + handleObj.handler.guid = handler.guid; + } + } + + // Add to the element's handler list, delegates in front + if ( selector ) { + handlers.splice( handlers.delegateCount++, 0, handleObj ); + } else { + handlers.push( handleObj ); + } + + // Keep track of which events have ever been used, for event optimization + jQuery.event.global[ type ] = true; + } + + // Nullify elem to prevent memory leaks in IE + elem = null; + }, + + // Detach an event or set of events from an element + remove: function( elem, types, handler, selector, mappedTypes ) { + var j, handleObj, tmp, + origCount, t, events, + special, handlers, type, + namespaces, origType, + elemData = jQuery.hasData( elem ) && jQuery._data( elem ); + + if ( !elemData || !(events = elemData.events) ) { + return; + } + + // Once for each type.namespace in types; type may be omitted + types = ( types || "" ).match( rnotwhite ) || [ "" ]; + t = types.length; + while ( t-- ) { + tmp = rtypenamespace.exec( types[t] ) || []; + type = origType = tmp[1]; + namespaces = ( tmp[2] || "" ).split( "." ).sort(); + + // Unbind all events (on this namespace, if provided) for the element + if ( !type ) { + for ( type in events ) { + jQuery.event.remove( elem, type + types[ t ], handler, selector, true ); + } + continue; + } + + special = jQuery.event.special[ type ] || {}; + type = ( selector ? special.delegateType : special.bindType ) || type; + handlers = events[ type ] || []; + tmp = tmp[2] && new RegExp( "(^|\\.)" + namespaces.join("\\.(?:.*\\.|)") + "(\\.|$)" ); + + // Remove matching events + origCount = j = handlers.length; + while ( j-- ) { + handleObj = handlers[ j ]; + + if ( ( mappedTypes || origType === handleObj.origType ) && + ( !handler || handler.guid === handleObj.guid ) && + ( !tmp || tmp.test( handleObj.namespace ) ) && + ( !selector || selector === handleObj.selector || selector === "**" && handleObj.selector ) ) { + handlers.splice( j, 1 ); + + if ( handleObj.selector ) { + handlers.delegateCount--; + } + if ( special.remove ) { + special.remove.call( elem, handleObj ); + } + } + } + + // Remove generic event handler if we removed something and no more handlers exist + // (avoids potential for endless recursion during removal of special event handlers) + if ( origCount && !handlers.length ) { + if ( !special.teardown || special.teardown.call( elem, namespaces, elemData.handle ) === false ) { + jQuery.removeEvent( elem, type, elemData.handle ); + } + + delete events[ type ]; + } + } + + // Remove the expando if it's no longer used + if ( jQuery.isEmptyObject( events ) ) { + delete elemData.handle; + + // removeData also checks for emptiness and clears the expando if empty + // so use it instead of delete + jQuery._removeData( elem, "events" ); + } + }, + + trigger: function( event, data, elem, onlyHandlers ) { + var handle, ontype, cur, + bubbleType, special, tmp, i, + eventPath = [ elem || document ], + type = hasOwn.call( event, "type" ) ? event.type : event, + namespaces = hasOwn.call( event, "namespace" ) ? event.namespace.split(".") : []; + + cur = tmp = elem = elem || document; + + // Don't do events on text and comment nodes + if ( elem.nodeType === 3 || elem.nodeType === 8 ) { + return; + } + + // focus/blur morphs to focusin/out; ensure we're not firing them right now + if ( rfocusMorph.test( type + jQuery.event.triggered ) ) { + return; + } + + if ( type.indexOf(".") >= 0 ) { + // Namespaced trigger; create a regexp to match event type in handle() + namespaces = type.split("."); + type = namespaces.shift(); + namespaces.sort(); + } + ontype = type.indexOf(":") < 0 && "on" + type; + + // Caller can pass in a jQuery.Event object, Object, or just an event type string + event = event[ jQuery.expando ] ? + event : + new jQuery.Event( type, typeof event === "object" && event ); + + // Trigger bitmask: & 1 for native handlers; & 2 for jQuery (always true) + event.isTrigger = onlyHandlers ? 2 : 3; + event.namespace = namespaces.join("."); + event.namespace_re = event.namespace ? + new RegExp( "(^|\\.)" + namespaces.join("\\.(?:.*\\.|)") + "(\\.|$)" ) : + null; + + // Clean up the event in case it is being reused + event.result = undefined; + if ( !event.target ) { + event.target = elem; + } + + // Clone any incoming data and prepend the event, creating the handler arg list + data = data == null ? + [ event ] : + jQuery.makeArray( data, [ event ] ); + + // Allow special events to draw outside the lines + special = jQuery.event.special[ type ] || {}; + if ( !onlyHandlers && special.trigger && special.trigger.apply( elem, data ) === false ) { + return; + } + + // Determine event propagation path in advance, per W3C events spec (#9951) + // Bubble up to document, then to window; watch for a global ownerDocument var (#9724) + if ( !onlyHandlers && !special.noBubble && !jQuery.isWindow( elem ) ) { + + bubbleType = special.delegateType || type; + if ( !rfocusMorph.test( bubbleType + type ) ) { + cur = cur.parentNode; + } + for ( ; cur; cur = cur.parentNode ) { + eventPath.push( cur ); + tmp = cur; + } + + // Only add window if we got to document (e.g., not plain obj or detached DOM) + if ( tmp === (elem.ownerDocument || document) ) { + eventPath.push( tmp.defaultView || tmp.parentWindow || window ); + } + } + + // Fire handlers on the event path + i = 0; + while ( (cur = eventPath[i++]) && !event.isPropagationStopped() ) { + + event.type = i > 1 ? + bubbleType : + special.bindType || type; + + // jQuery handler + handle = ( jQuery._data( cur, "events" ) || {} )[ event.type ] && jQuery._data( cur, "handle" ); + if ( handle ) { + handle.apply( cur, data ); + } + + // Native handler + handle = ontype && cur[ ontype ]; + if ( handle && handle.apply && jQuery.acceptData( cur ) ) { + event.result = handle.apply( cur, data ); + if ( event.result === false ) { + event.preventDefault(); + } + } + } + event.type = type; + + // If nobody prevented the default action, do it now + if ( !onlyHandlers && !event.isDefaultPrevented() ) { + + if ( (!special._default || special._default.apply( eventPath.pop(), data ) === false) && + jQuery.acceptData( elem ) ) { + + // Call a native DOM method on the target with the same name name as the event. + // Can't use an .isFunction() check here because IE6/7 fails that test. + // Don't do default actions on window, that's where global variables be (#6170) + if ( ontype && elem[ type ] && !jQuery.isWindow( elem ) ) { + + // Don't re-trigger an onFOO event when we call its FOO() method + tmp = elem[ ontype ]; + + if ( tmp ) { + elem[ ontype ] = null; + } + + // Prevent re-triggering of the same event, since we already bubbled it above + jQuery.event.triggered = type; + try { + elem[ type ](); + } catch ( e ) { + // IE<9 dies on focus/blur to hidden element (#1486,#12518) + // only reproducible on winXP IE8 native, not IE9 in IE8 mode + } + jQuery.event.triggered = undefined; + + if ( tmp ) { + elem[ ontype ] = tmp; + } + } + } + } + + return event.result; + }, + + dispatch: function( event ) { + + // Make a writable jQuery.Event from the native event object + event = jQuery.event.fix( event ); + + var i, ret, handleObj, matched, j, + handlerQueue = [], + args = slice.call( arguments ), + handlers = ( jQuery._data( this, "events" ) || {} )[ event.type ] || [], + special = jQuery.event.special[ event.type ] || {}; + + // Use the fix-ed jQuery.Event rather than the (read-only) native event + args[0] = event; + event.delegateTarget = this; + + // Call the preDispatch hook for the mapped type, and let it bail if desired + if ( special.preDispatch && special.preDispatch.call( this, event ) === false ) { + return; + } + + // Determine handlers + handlerQueue = jQuery.event.handlers.call( this, event, handlers ); + + // Run delegates first; they may want to stop propagation beneath us + i = 0; + while ( (matched = handlerQueue[ i++ ]) && !event.isPropagationStopped() ) { + event.currentTarget = matched.elem; + + j = 0; + while ( (handleObj = matched.handlers[ j++ ]) && !event.isImmediatePropagationStopped() ) { + + // Triggered event must either 1) have no namespace, or + // 2) have namespace(s) a subset or equal to those in the bound event (both can have no namespace). + if ( !event.namespace_re || event.namespace_re.test( handleObj.namespace ) ) { + + event.handleObj = handleObj; + event.data = handleObj.data; + + ret = ( (jQuery.event.special[ handleObj.origType ] || {}).handle || handleObj.handler ) + .apply( matched.elem, args ); + + if ( ret !== undefined ) { + if ( (event.result = ret) === false ) { + event.preventDefault(); + event.stopPropagation(); + } + } + } + } + } + + // Call the postDispatch hook for the mapped type + if ( special.postDispatch ) { + special.postDispatch.call( this, event ); + } + + return event.result; + }, + + handlers: function( event, handlers ) { + var sel, handleObj, matches, i, + handlerQueue = [], + delegateCount = handlers.delegateCount, + cur = event.target; + + // Find delegate handlers + // Black-hole SVG instance trees (#13180) + // Avoid non-left-click bubbling in Firefox (#3861) + if ( delegateCount && cur.nodeType && (!event.button || event.type !== "click") ) { + + /* jshint eqeqeq: false */ + for ( ; cur != this; cur = cur.parentNode || this ) { + /* jshint eqeqeq: true */ + + // Don't check non-elements (#13208) + // Don't process clicks on disabled elements (#6911, #8165, #11382, #11764) + if ( cur.nodeType === 1 && (cur.disabled !== true || event.type !== "click") ) { + matches = []; + for ( i = 0; i < delegateCount; i++ ) { + handleObj = handlers[ i ]; + + // Don't conflict with Object.prototype properties (#13203) + sel = handleObj.selector + " "; + + if ( matches[ sel ] === undefined ) { + matches[ sel ] = handleObj.needsContext ? + jQuery( sel, this ).index( cur ) >= 0 : + jQuery.find( sel, this, null, [ cur ] ).length; + } + if ( matches[ sel ] ) { + matches.push( handleObj ); + } + } + if ( matches.length ) { + handlerQueue.push({ elem: cur, handlers: matches }); + } + } + } + } + + // Add the remaining (directly-bound) handlers + if ( delegateCount < handlers.length ) { + handlerQueue.push({ elem: this, handlers: handlers.slice( delegateCount ) }); + } + + return handlerQueue; + }, + + fix: function( event ) { + if ( event[ jQuery.expando ] ) { + return event; + } + + // Create a writable copy of the event object and normalize some properties + var i, prop, copy, + type = event.type, + originalEvent = event, + fixHook = this.fixHooks[ type ]; + + if ( !fixHook ) { + this.fixHooks[ type ] = fixHook = + rmouseEvent.test( type ) ? this.mouseHooks : + rkeyEvent.test( type ) ? this.keyHooks : + {}; + } + copy = fixHook.props ? this.props.concat( fixHook.props ) : this.props; + + event = new jQuery.Event( originalEvent ); + + i = copy.length; + while ( i-- ) { + prop = copy[ i ]; + event[ prop ] = originalEvent[ prop ]; + } + + // Support: IE<9 + // Fix target property (#1925) + if ( !event.target ) { + event.target = originalEvent.srcElement || document; + } + + // Support: Chrome 23+, Safari? + // Target should not be a text node (#504, #13143) + if ( event.target.nodeType === 3 ) { + event.target = event.target.parentNode; + } + + // Support: IE<9 + // For mouse/key events, metaKey==false if it's undefined (#3368, #11328) + event.metaKey = !!event.metaKey; + + return fixHook.filter ? fixHook.filter( event, originalEvent ) : event; + }, + + // Includes some event props shared by KeyEvent and MouseEvent + props: "altKey bubbles cancelable ctrlKey currentTarget eventPhase metaKey relatedTarget shiftKey target timeStamp view which".split(" "), + + fixHooks: {}, + + keyHooks: { + props: "char charCode key keyCode".split(" "), + filter: function( event, original ) { + + // Add which for key events + if ( event.which == null ) { + event.which = original.charCode != null ? original.charCode : original.keyCode; + } + + return event; + } + }, + + mouseHooks: { + props: "button buttons clientX clientY fromElement offsetX offsetY pageX pageY screenX screenY toElement".split(" "), + filter: function( event, original ) { + var body, eventDoc, doc, + button = original.button, + fromElement = original.fromElement; + + // Calculate pageX/Y if missing and clientX/Y available + if ( event.pageX == null && original.clientX != null ) { + eventDoc = event.target.ownerDocument || document; + doc = eventDoc.documentElement; + body = eventDoc.body; + + event.pageX = original.clientX + ( doc && doc.scrollLeft || body && body.scrollLeft || 0 ) - ( doc && doc.clientLeft || body && body.clientLeft || 0 ); + event.pageY = original.clientY + ( doc && doc.scrollTop || body && body.scrollTop || 0 ) - ( doc && doc.clientTop || body && body.clientTop || 0 ); + } + + // Add relatedTarget, if necessary + if ( !event.relatedTarget && fromElement ) { + event.relatedTarget = fromElement === event.target ? original.toElement : fromElement; + } + + // Add which for click: 1 === left; 2 === middle; 3 === right + // Note: button is not normalized, so don't use it + if ( !event.which && button !== undefined ) { + event.which = ( button & 1 ? 1 : ( button & 2 ? 3 : ( button & 4 ? 2 : 0 ) ) ); + } + + return event; + } + }, + + special: { + load: { + // Prevent triggered image.load events from bubbling to window.load + noBubble: true + }, + focus: { + // Fire native event if possible so blur/focus sequence is correct + trigger: function() { + if ( this !== safeActiveElement() && this.focus ) { + try { + this.focus(); + return false; + } catch ( e ) { + // Support: IE<9 + // If we error on focus to hidden element (#1486, #12518), + // let .trigger() run the handlers + } + } + }, + delegateType: "focusin" + }, + blur: { + trigger: function() { + if ( this === safeActiveElement() && this.blur ) { + this.blur(); + return false; + } + }, + delegateType: "focusout" + }, + click: { + // For checkbox, fire native event so checked state will be right + trigger: function() { + if ( jQuery.nodeName( this, "input" ) && this.type === "checkbox" && this.click ) { + this.click(); + return false; + } + }, + + // For cross-browser consistency, don't fire native .click() on links + _default: function( event ) { + return jQuery.nodeName( event.target, "a" ); + } + }, + + beforeunload: { + postDispatch: function( event ) { + + // Support: Firefox 20+ + // Firefox doesn't alert if the returnValue field is not set. + if ( event.result !== undefined && event.originalEvent ) { + event.originalEvent.returnValue = event.result; + } + } + } + }, + + simulate: function( type, elem, event, bubble ) { + // Piggyback on a donor event to simulate a different one. + // Fake originalEvent to avoid donor's stopPropagation, but if the + // simulated event prevents default then we do the same on the donor. + var e = jQuery.extend( + new jQuery.Event(), + event, + { + type: type, + isSimulated: true, + originalEvent: {} + } + ); + if ( bubble ) { + jQuery.event.trigger( e, null, elem ); + } else { + jQuery.event.dispatch.call( elem, e ); + } + if ( e.isDefaultPrevented() ) { + event.preventDefault(); + } + } +}; + +jQuery.removeEvent = document.removeEventListener ? + function( elem, type, handle ) { + if ( elem.removeEventListener ) { + elem.removeEventListener( type, handle, false ); + } + } : + function( elem, type, handle ) { + var name = "on" + type; + + if ( elem.detachEvent ) { + + // #8545, #7054, preventing memory leaks for custom events in IE6-8 + // detachEvent needed property on element, by name of that event, to properly expose it to GC + if ( typeof elem[ name ] === strundefined ) { + elem[ name ] = null; + } + + elem.detachEvent( name, handle ); + } + }; + +jQuery.Event = function( src, props ) { + // Allow instantiation without the 'new' keyword + if ( !(this instanceof jQuery.Event) ) { + return new jQuery.Event( src, props ); + } + + // Event object + if ( src && src.type ) { + this.originalEvent = src; + this.type = src.type; + + // Events bubbling up the document may have been marked as prevented + // by a handler lower down the tree; reflect the correct value. + this.isDefaultPrevented = src.defaultPrevented || + src.defaultPrevented === undefined && + // Support: IE < 9, Android < 4.0 + src.returnValue === false ? + returnTrue : + returnFalse; + + // Event type + } else { + this.type = src; + } + + // Put explicitly provided properties onto the event object + if ( props ) { + jQuery.extend( this, props ); + } + + // Create a timestamp if incoming event doesn't have one + this.timeStamp = src && src.timeStamp || jQuery.now(); + + // Mark it as fixed + this[ jQuery.expando ] = true; +}; + +// jQuery.Event is based on DOM3 Events as specified by the ECMAScript Language Binding +// http://www.w3.org/TR/2003/WD-DOM-Level-3-Events-20030331/ecma-script-binding.html +jQuery.Event.prototype = { + isDefaultPrevented: returnFalse, + isPropagationStopped: returnFalse, + isImmediatePropagationStopped: returnFalse, + + preventDefault: function() { + var e = this.originalEvent; + + this.isDefaultPrevented = returnTrue; + if ( !e ) { + return; + } + + // If preventDefault exists, run it on the original event + if ( e.preventDefault ) { + e.preventDefault(); + + // Support: IE + // Otherwise set the returnValue property of the original event to false + } else { + e.returnValue = false; + } + }, + stopPropagation: function() { + var e = this.originalEvent; + + this.isPropagationStopped = returnTrue; + if ( !e ) { + return; + } + // If stopPropagation exists, run it on the original event + if ( e.stopPropagation ) { + e.stopPropagation(); + } + + // Support: IE + // Set the cancelBubble property of the original event to true + e.cancelBubble = true; + }, + stopImmediatePropagation: function() { + var e = this.originalEvent; + + this.isImmediatePropagationStopped = returnTrue; + + if ( e && e.stopImmediatePropagation ) { + e.stopImmediatePropagation(); + } + + this.stopPropagation(); + } +}; + +// Create mouseenter/leave events using mouseover/out and event-time checks +jQuery.each({ + mouseenter: "mouseover", + mouseleave: "mouseout", + pointerenter: "pointerover", + pointerleave: "pointerout" +}, function( orig, fix ) { + jQuery.event.special[ orig ] = { + delegateType: fix, + bindType: fix, + + handle: function( event ) { + var ret, + target = this, + related = event.relatedTarget, + handleObj = event.handleObj; + + // For mousenter/leave call the handler if related is outside the target. + // NB: No relatedTarget if the mouse left/entered the browser window + if ( !related || (related !== target && !jQuery.contains( target, related )) ) { + event.type = handleObj.origType; + ret = handleObj.handler.apply( this, arguments ); + event.type = fix; + } + return ret; + } + }; +}); + +// IE submit delegation +if ( !support.submitBubbles ) { + + jQuery.event.special.submit = { + setup: function() { + // Only need this for delegated form submit events + if ( jQuery.nodeName( this, "form" ) ) { + return false; + } + + // Lazy-add a submit handler when a descendant form may potentially be submitted + jQuery.event.add( this, "click._submit keypress._submit", function( e ) { + // Node name check avoids a VML-related crash in IE (#9807) + var elem = e.target, + form = jQuery.nodeName( elem, "input" ) || jQuery.nodeName( elem, "button" ) ? elem.form : undefined; + if ( form && !jQuery._data( form, "submitBubbles" ) ) { + jQuery.event.add( form, "submit._submit", function( event ) { + event._submit_bubble = true; + }); + jQuery._data( form, "submitBubbles", true ); + } + }); + // return undefined since we don't need an event listener + }, + + postDispatch: function( event ) { + // If form was submitted by the user, bubble the event up the tree + if ( event._submit_bubble ) { + delete event._submit_bubble; + if ( this.parentNode && !event.isTrigger ) { + jQuery.event.simulate( "submit", this.parentNode, event, true ); + } + } + }, + + teardown: function() { + // Only need this for delegated form submit events + if ( jQuery.nodeName( this, "form" ) ) { + return false; + } + + // Remove delegated handlers; cleanData eventually reaps submit handlers attached above + jQuery.event.remove( this, "._submit" ); + } + }; +} + +// IE change delegation and checkbox/radio fix +if ( !support.changeBubbles ) { + + jQuery.event.special.change = { + + setup: function() { + + if ( rformElems.test( this.nodeName ) ) { + // IE doesn't fire change on a check/radio until blur; trigger it on click + // after a propertychange. Eat the blur-change in special.change.handle. + // This still fires onchange a second time for check/radio after blur. + if ( this.type === "checkbox" || this.type === "radio" ) { + jQuery.event.add( this, "propertychange._change", function( event ) { + if ( event.originalEvent.propertyName === "checked" ) { + this._just_changed = true; + } + }); + jQuery.event.add( this, "click._change", function( event ) { + if ( this._just_changed && !event.isTrigger ) { + this._just_changed = false; + } + // Allow triggered, simulated change events (#11500) + jQuery.event.simulate( "change", this, event, true ); + }); + } + return false; + } + // Delegated event; lazy-add a change handler on descendant inputs + jQuery.event.add( this, "beforeactivate._change", function( e ) { + var elem = e.target; + + if ( rformElems.test( elem.nodeName ) && !jQuery._data( elem, "changeBubbles" ) ) { + jQuery.event.add( elem, "change._change", function( event ) { + if ( this.parentNode && !event.isSimulated && !event.isTrigger ) { + jQuery.event.simulate( "change", this.parentNode, event, true ); + } + }); + jQuery._data( elem, "changeBubbles", true ); + } + }); + }, + + handle: function( event ) { + var elem = event.target; + + // Swallow native change events from checkbox/radio, we already triggered them above + if ( this !== elem || event.isSimulated || event.isTrigger || (elem.type !== "radio" && elem.type !== "checkbox") ) { + return event.handleObj.handler.apply( this, arguments ); + } + }, + + teardown: function() { + jQuery.event.remove( this, "._change" ); + + return !rformElems.test( this.nodeName ); + } + }; +} + +// Create "bubbling" focus and blur events +if ( !support.focusinBubbles ) { + jQuery.each({ focus: "focusin", blur: "focusout" }, function( orig, fix ) { + + // Attach a single capturing handler on the document while someone wants focusin/focusout + var handler = function( event ) { + jQuery.event.simulate( fix, event.target, jQuery.event.fix( event ), true ); + }; + + jQuery.event.special[ fix ] = { + setup: function() { + var doc = this.ownerDocument || this, + attaches = jQuery._data( doc, fix ); + + if ( !attaches ) { + doc.addEventListener( orig, handler, true ); + } + jQuery._data( doc, fix, ( attaches || 0 ) + 1 ); + }, + teardown: function() { + var doc = this.ownerDocument || this, + attaches = jQuery._data( doc, fix ) - 1; + + if ( !attaches ) { + doc.removeEventListener( orig, handler, true ); + jQuery._removeData( doc, fix ); + } else { + jQuery._data( doc, fix, attaches ); + } + } + }; + }); +} + +jQuery.fn.extend({ + + on: function( types, selector, data, fn, /*INTERNAL*/ one ) { + var type, origFn; + + // Types can be a map of types/handlers + if ( typeof types === "object" ) { + // ( types-Object, selector, data ) + if ( typeof selector !== "string" ) { + // ( types-Object, data ) + data = data || selector; + selector = undefined; + } + for ( type in types ) { + this.on( type, selector, data, types[ type ], one ); + } + return this; + } + + if ( data == null && fn == null ) { + // ( types, fn ) + fn = selector; + data = selector = undefined; + } else if ( fn == null ) { + if ( typeof selector === "string" ) { + // ( types, selector, fn ) + fn = data; + data = undefined; + } else { + // ( types, data, fn ) + fn = data; + data = selector; + selector = undefined; + } + } + if ( fn === false ) { + fn = returnFalse; + } else if ( !fn ) { + return this; + } + + if ( one === 1 ) { + origFn = fn; + fn = function( event ) { + // Can use an empty set, since event contains the info + jQuery().off( event ); + return origFn.apply( this, arguments ); + }; + // Use same guid so caller can remove using origFn + fn.guid = origFn.guid || ( origFn.guid = jQuery.guid++ ); + } + return this.each( function() { + jQuery.event.add( this, types, fn, data, selector ); + }); + }, + one: function( types, selector, data, fn ) { + return this.on( types, selector, data, fn, 1 ); + }, + off: function( types, selector, fn ) { + var handleObj, type; + if ( types && types.preventDefault && types.handleObj ) { + // ( event ) dispatched jQuery.Event + handleObj = types.handleObj; + jQuery( types.delegateTarget ).off( + handleObj.namespace ? handleObj.origType + "." + handleObj.namespace : handleObj.origType, + handleObj.selector, + handleObj.handler + ); + return this; + } + if ( typeof types === "object" ) { + // ( types-object [, selector] ) + for ( type in types ) { + this.off( type, selector, types[ type ] ); + } + return this; + } + if ( selector === false || typeof selector === "function" ) { + // ( types [, fn] ) + fn = selector; + selector = undefined; + } + if ( fn === false ) { + fn = returnFalse; + } + return this.each(function() { + jQuery.event.remove( this, types, fn, selector ); + }); + }, + + trigger: function( type, data ) { + return this.each(function() { + jQuery.event.trigger( type, data, this ); + }); + }, + triggerHandler: function( type, data ) { + var elem = this[0]; + if ( elem ) { + return jQuery.event.trigger( type, data, elem, true ); + } + } +}); + + +function createSafeFragment( document ) { + var list = nodeNames.split( "|" ), + safeFrag = document.createDocumentFragment(); + + if ( safeFrag.createElement ) { + while ( list.length ) { + safeFrag.createElement( + list.pop() + ); + } + } + return safeFrag; +} + +var nodeNames = "abbr|article|aside|audio|bdi|canvas|data|datalist|details|figcaption|figure|footer|" + + "header|hgroup|mark|meter|nav|output|progress|section|summary|time|video", + rinlinejQuery = / jQuery\d+="(?:null|\d+)"/g, + rnoshimcache = new RegExp("<(?:" + nodeNames + ")[\\s/>]", "i"), + rleadingWhitespace = /^\s+/, + rxhtmlTag = /<(?!area|br|col|embed|hr|img|input|link|meta|param)(([\w:]+)[^>]*)\/>/gi, + rtagName = /<([\w:]+)/, + rtbody = /\s*$/g, + + // We have to close these tags to support XHTML (#13200) + wrapMap = { + option: [ 1, "" ], + legend: [ 1, "
      ", "
      " ], + area: [ 1, "", "" ], + param: [ 1, "", "" ], + thead: [ 1, "", "
      " ], + tr: [ 2, "", "
      " ], + col: [ 2, "", "
      " ], + td: [ 3, "", "
      " ], + + // IE6-8 can't serialize link, script, style, or any html5 (NoScope) tags, + // unless wrapped in a div with non-breaking characters in front of it. + _default: support.htmlSerialize ? [ 0, "", "" ] : [ 1, "X
      ", "
      " ] + }, + safeFragment = createSafeFragment( document ), + fragmentDiv = safeFragment.appendChild( document.createElement("div") ); + +wrapMap.optgroup = wrapMap.option; +wrapMap.tbody = wrapMap.tfoot = wrapMap.colgroup = wrapMap.caption = wrapMap.thead; +wrapMap.th = wrapMap.td; + +function getAll( context, tag ) { + var elems, elem, + i = 0, + found = typeof context.getElementsByTagName !== strundefined ? context.getElementsByTagName( tag || "*" ) : + typeof context.querySelectorAll !== strundefined ? context.querySelectorAll( tag || "*" ) : + undefined; + + if ( !found ) { + for ( found = [], elems = context.childNodes || context; (elem = elems[i]) != null; i++ ) { + if ( !tag || jQuery.nodeName( elem, tag ) ) { + found.push( elem ); + } else { + jQuery.merge( found, getAll( elem, tag ) ); + } + } + } + + return tag === undefined || tag && jQuery.nodeName( context, tag ) ? + jQuery.merge( [ context ], found ) : + found; +} + +// Used in buildFragment, fixes the defaultChecked property +function fixDefaultChecked( elem ) { + if ( rcheckableType.test( elem.type ) ) { + elem.defaultChecked = elem.checked; + } +} + +// Support: IE<8 +// Manipulating tables requires a tbody +function manipulationTarget( elem, content ) { + return jQuery.nodeName( elem, "table" ) && + jQuery.nodeName( content.nodeType !== 11 ? content : content.firstChild, "tr" ) ? + + elem.getElementsByTagName("tbody")[0] || + elem.appendChild( elem.ownerDocument.createElement("tbody") ) : + elem; +} + +// Replace/restore the type attribute of script elements for safe DOM manipulation +function disableScript( elem ) { + elem.type = (jQuery.find.attr( elem, "type" ) !== null) + "/" + elem.type; + return elem; +} +function restoreScript( elem ) { + var match = rscriptTypeMasked.exec( elem.type ); + if ( match ) { + elem.type = match[1]; + } else { + elem.removeAttribute("type"); + } + return elem; +} + +// Mark scripts as having already been evaluated +function setGlobalEval( elems, refElements ) { + var elem, + i = 0; + for ( ; (elem = elems[i]) != null; i++ ) { + jQuery._data( elem, "globalEval", !refElements || jQuery._data( refElements[i], "globalEval" ) ); + } +} + +function cloneCopyEvent( src, dest ) { + + if ( dest.nodeType !== 1 || !jQuery.hasData( src ) ) { + return; + } + + var type, i, l, + oldData = jQuery._data( src ), + curData = jQuery._data( dest, oldData ), + events = oldData.events; + + if ( events ) { + delete curData.handle; + curData.events = {}; + + for ( type in events ) { + for ( i = 0, l = events[ type ].length; i < l; i++ ) { + jQuery.event.add( dest, type, events[ type ][ i ] ); + } + } + } + + // make the cloned public data object a copy from the original + if ( curData.data ) { + curData.data = jQuery.extend( {}, curData.data ); + } +} + +function fixCloneNodeIssues( src, dest ) { + var nodeName, e, data; + + // We do not need to do anything for non-Elements + if ( dest.nodeType !== 1 ) { + return; + } + + nodeName = dest.nodeName.toLowerCase(); + + // IE6-8 copies events bound via attachEvent when using cloneNode. + if ( !support.noCloneEvent && dest[ jQuery.expando ] ) { + data = jQuery._data( dest ); + + for ( e in data.events ) { + jQuery.removeEvent( dest, e, data.handle ); + } + + // Event data gets referenced instead of copied if the expando gets copied too + dest.removeAttribute( jQuery.expando ); + } + + // IE blanks contents when cloning scripts, and tries to evaluate newly-set text + if ( nodeName === "script" && dest.text !== src.text ) { + disableScript( dest ).text = src.text; + restoreScript( dest ); + + // IE6-10 improperly clones children of object elements using classid. + // IE10 throws NoModificationAllowedError if parent is null, #12132. + } else if ( nodeName === "object" ) { + if ( dest.parentNode ) { + dest.outerHTML = src.outerHTML; + } + + // This path appears unavoidable for IE9. When cloning an object + // element in IE9, the outerHTML strategy above is not sufficient. + // If the src has innerHTML and the destination does not, + // copy the src.innerHTML into the dest.innerHTML. #10324 + if ( support.html5Clone && ( src.innerHTML && !jQuery.trim(dest.innerHTML) ) ) { + dest.innerHTML = src.innerHTML; + } + + } else if ( nodeName === "input" && rcheckableType.test( src.type ) ) { + // IE6-8 fails to persist the checked state of a cloned checkbox + // or radio button. Worse, IE6-7 fail to give the cloned element + // a checked appearance if the defaultChecked value isn't also set + + dest.defaultChecked = dest.checked = src.checked; + + // IE6-7 get confused and end up setting the value of a cloned + // checkbox/radio button to an empty string instead of "on" + if ( dest.value !== src.value ) { + dest.value = src.value; + } + + // IE6-8 fails to return the selected option to the default selected + // state when cloning options + } else if ( nodeName === "option" ) { + dest.defaultSelected = dest.selected = src.defaultSelected; + + // IE6-8 fails to set the defaultValue to the correct value when + // cloning other types of input fields + } else if ( nodeName === "input" || nodeName === "textarea" ) { + dest.defaultValue = src.defaultValue; + } +} + +jQuery.extend({ + clone: function( elem, dataAndEvents, deepDataAndEvents ) { + var destElements, node, clone, i, srcElements, + inPage = jQuery.contains( elem.ownerDocument, elem ); + + if ( support.html5Clone || jQuery.isXMLDoc(elem) || !rnoshimcache.test( "<" + elem.nodeName + ">" ) ) { + clone = elem.cloneNode( true ); + + // IE<=8 does not properly clone detached, unknown element nodes + } else { + fragmentDiv.innerHTML = elem.outerHTML; + fragmentDiv.removeChild( clone = fragmentDiv.firstChild ); + } + + if ( (!support.noCloneEvent || !support.noCloneChecked) && + (elem.nodeType === 1 || elem.nodeType === 11) && !jQuery.isXMLDoc(elem) ) { + + // We eschew Sizzle here for performance reasons: http://jsperf.com/getall-vs-sizzle/2 + destElements = getAll( clone ); + srcElements = getAll( elem ); + + // Fix all IE cloning issues + for ( i = 0; (node = srcElements[i]) != null; ++i ) { + // Ensure that the destination node is not null; Fixes #9587 + if ( destElements[i] ) { + fixCloneNodeIssues( node, destElements[i] ); + } + } + } + + // Copy the events from the original to the clone + if ( dataAndEvents ) { + if ( deepDataAndEvents ) { + srcElements = srcElements || getAll( elem ); + destElements = destElements || getAll( clone ); + + for ( i = 0; (node = srcElements[i]) != null; i++ ) { + cloneCopyEvent( node, destElements[i] ); + } + } else { + cloneCopyEvent( elem, clone ); + } + } + + // Preserve script evaluation history + destElements = getAll( clone, "script" ); + if ( destElements.length > 0 ) { + setGlobalEval( destElements, !inPage && getAll( elem, "script" ) ); + } + + destElements = srcElements = node = null; + + // Return the cloned set + return clone; + }, + + buildFragment: function( elems, context, scripts, selection ) { + var j, elem, contains, + tmp, tag, tbody, wrap, + l = elems.length, + + // Ensure a safe fragment + safe = createSafeFragment( context ), + + nodes = [], + i = 0; + + for ( ; i < l; i++ ) { + elem = elems[ i ]; + + if ( elem || elem === 0 ) { + + // Add nodes directly + if ( jQuery.type( elem ) === "object" ) { + jQuery.merge( nodes, elem.nodeType ? [ elem ] : elem ); + + // Convert non-html into a text node + } else if ( !rhtml.test( elem ) ) { + nodes.push( context.createTextNode( elem ) ); + + // Convert html into DOM nodes + } else { + tmp = tmp || safe.appendChild( context.createElement("div") ); + + // Deserialize a standard representation + tag = (rtagName.exec( elem ) || [ "", "" ])[ 1 ].toLowerCase(); + wrap = wrapMap[ tag ] || wrapMap._default; + + tmp.innerHTML = wrap[1] + elem.replace( rxhtmlTag, "<$1>" ) + wrap[2]; + + // Descend through wrappers to the right content + j = wrap[0]; + while ( j-- ) { + tmp = tmp.lastChild; + } + + // Manually add leading whitespace removed by IE + if ( !support.leadingWhitespace && rleadingWhitespace.test( elem ) ) { + nodes.push( context.createTextNode( rleadingWhitespace.exec( elem )[0] ) ); + } + + // Remove IE's autoinserted from table fragments + if ( !support.tbody ) { + + // String was a , *may* have spurious + elem = tag === "table" && !rtbody.test( elem ) ? + tmp.firstChild : + + // String was a bare or + wrap[1] === "
      " && !rtbody.test( elem ) ? + tmp : + 0; + + j = elem && elem.childNodes.length; + while ( j-- ) { + if ( jQuery.nodeName( (tbody = elem.childNodes[j]), "tbody" ) && !tbody.childNodes.length ) { + elem.removeChild( tbody ); + } + } + } + + jQuery.merge( nodes, tmp.childNodes ); + + // Fix #12392 for WebKit and IE > 9 + tmp.textContent = ""; + + // Fix #12392 for oldIE + while ( tmp.firstChild ) { + tmp.removeChild( tmp.firstChild ); + } + + // Remember the top-level container for proper cleanup + tmp = safe.lastChild; + } + } + } + + // Fix #11356: Clear elements from fragment + if ( tmp ) { + safe.removeChild( tmp ); + } + + // Reset defaultChecked for any radios and checkboxes + // about to be appended to the DOM in IE 6/7 (#8060) + if ( !support.appendChecked ) { + jQuery.grep( getAll( nodes, "input" ), fixDefaultChecked ); + } + + i = 0; + while ( (elem = nodes[ i++ ]) ) { + + // #4087 - If origin and destination elements are the same, and this is + // that element, do not do anything + if ( selection && jQuery.inArray( elem, selection ) !== -1 ) { + continue; + } + + contains = jQuery.contains( elem.ownerDocument, elem ); + + // Append to fragment + tmp = getAll( safe.appendChild( elem ), "script" ); + + // Preserve script evaluation history + if ( contains ) { + setGlobalEval( tmp ); + } + + // Capture executables + if ( scripts ) { + j = 0; + while ( (elem = tmp[ j++ ]) ) { + if ( rscriptType.test( elem.type || "" ) ) { + scripts.push( elem ); + } + } + } + } + + tmp = null; + + return safe; + }, + + cleanData: function( elems, /* internal */ acceptData ) { + var elem, type, id, data, + i = 0, + internalKey = jQuery.expando, + cache = jQuery.cache, + deleteExpando = support.deleteExpando, + special = jQuery.event.special; + + for ( ; (elem = elems[i]) != null; i++ ) { + if ( acceptData || jQuery.acceptData( elem ) ) { + + id = elem[ internalKey ]; + data = id && cache[ id ]; + + if ( data ) { + if ( data.events ) { + for ( type in data.events ) { + if ( special[ type ] ) { + jQuery.event.remove( elem, type ); + + // This is a shortcut to avoid jQuery.event.remove's overhead + } else { + jQuery.removeEvent( elem, type, data.handle ); + } + } + } + + // Remove cache only if it was not already removed by jQuery.event.remove + if ( cache[ id ] ) { + + delete cache[ id ]; + + // IE does not allow us to delete expando properties from nodes, + // nor does it have a removeAttribute function on Document nodes; + // we must handle all of these cases + if ( deleteExpando ) { + delete elem[ internalKey ]; + + } else if ( typeof elem.removeAttribute !== strundefined ) { + elem.removeAttribute( internalKey ); + + } else { + elem[ internalKey ] = null; + } + + deletedIds.push( id ); + } + } + } + } + } +}); + +jQuery.fn.extend({ + text: function( value ) { + return access( this, function( value ) { + return value === undefined ? + jQuery.text( this ) : + this.empty().append( ( this[0] && this[0].ownerDocument || document ).createTextNode( value ) ); + }, null, value, arguments.length ); + }, + + append: function() { + return this.domManip( arguments, function( elem ) { + if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { + var target = manipulationTarget( this, elem ); + target.appendChild( elem ); + } + }); + }, + + prepend: function() { + return this.domManip( arguments, function( elem ) { + if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { + var target = manipulationTarget( this, elem ); + target.insertBefore( elem, target.firstChild ); + } + }); + }, + + before: function() { + return this.domManip( arguments, function( elem ) { + if ( this.parentNode ) { + this.parentNode.insertBefore( elem, this ); + } + }); + }, + + after: function() { + return this.domManip( arguments, function( elem ) { + if ( this.parentNode ) { + this.parentNode.insertBefore( elem, this.nextSibling ); + } + }); + }, + + remove: function( selector, keepData /* Internal Use Only */ ) { + var elem, + elems = selector ? jQuery.filter( selector, this ) : this, + i = 0; + + for ( ; (elem = elems[i]) != null; i++ ) { + + if ( !keepData && elem.nodeType === 1 ) { + jQuery.cleanData( getAll( elem ) ); + } + + if ( elem.parentNode ) { + if ( keepData && jQuery.contains( elem.ownerDocument, elem ) ) { + setGlobalEval( getAll( elem, "script" ) ); + } + elem.parentNode.removeChild( elem ); + } + } + + return this; + }, + + empty: function() { + var elem, + i = 0; + + for ( ; (elem = this[i]) != null; i++ ) { + // Remove element nodes and prevent memory leaks + if ( elem.nodeType === 1 ) { + jQuery.cleanData( getAll( elem, false ) ); + } + + // Remove any remaining nodes + while ( elem.firstChild ) { + elem.removeChild( elem.firstChild ); + } + + // If this is a select, ensure that it displays empty (#12336) + // Support: IE<9 + if ( elem.options && jQuery.nodeName( elem, "select" ) ) { + elem.options.length = 0; + } + } + + return this; + }, + + clone: function( dataAndEvents, deepDataAndEvents ) { + dataAndEvents = dataAndEvents == null ? false : dataAndEvents; + deepDataAndEvents = deepDataAndEvents == null ? dataAndEvents : deepDataAndEvents; + + return this.map(function() { + return jQuery.clone( this, dataAndEvents, deepDataAndEvents ); + }); + }, + + html: function( value ) { + return access( this, function( value ) { + var elem = this[ 0 ] || {}, + i = 0, + l = this.length; + + if ( value === undefined ) { + return elem.nodeType === 1 ? + elem.innerHTML.replace( rinlinejQuery, "" ) : + undefined; + } + + // See if we can take a shortcut and just use innerHTML + if ( typeof value === "string" && !rnoInnerhtml.test( value ) && + ( support.htmlSerialize || !rnoshimcache.test( value ) ) && + ( support.leadingWhitespace || !rleadingWhitespace.test( value ) ) && + !wrapMap[ (rtagName.exec( value ) || [ "", "" ])[ 1 ].toLowerCase() ] ) { + + value = value.replace( rxhtmlTag, "<$1>" ); + + try { + for (; i < l; i++ ) { + // Remove element nodes and prevent memory leaks + elem = this[i] || {}; + if ( elem.nodeType === 1 ) { + jQuery.cleanData( getAll( elem, false ) ); + elem.innerHTML = value; + } + } + + elem = 0; + + // If using innerHTML throws an exception, use the fallback method + } catch(e) {} + } + + if ( elem ) { + this.empty().append( value ); + } + }, null, value, arguments.length ); + }, + + replaceWith: function() { + var arg = arguments[ 0 ]; + + // Make the changes, replacing each context element with the new content + this.domManip( arguments, function( elem ) { + arg = this.parentNode; + + jQuery.cleanData( getAll( this ) ); + + if ( arg ) { + arg.replaceChild( elem, this ); + } + }); + + // Force removal if there was no new content (e.g., from empty arguments) + return arg && (arg.length || arg.nodeType) ? this : this.remove(); + }, + + detach: function( selector ) { + return this.remove( selector, true ); + }, + + domManip: function( args, callback ) { + + // Flatten any nested arrays + args = concat.apply( [], args ); + + var first, node, hasScripts, + scripts, doc, fragment, + i = 0, + l = this.length, + set = this, + iNoClone = l - 1, + value = args[0], + isFunction = jQuery.isFunction( value ); + + // We can't cloneNode fragments that contain checked, in WebKit + if ( isFunction || + ( l > 1 && typeof value === "string" && + !support.checkClone && rchecked.test( value ) ) ) { + return this.each(function( index ) { + var self = set.eq( index ); + if ( isFunction ) { + args[0] = value.call( this, index, self.html() ); + } + self.domManip( args, callback ); + }); + } + + if ( l ) { + fragment = jQuery.buildFragment( args, this[ 0 ].ownerDocument, false, this ); + first = fragment.firstChild; + + if ( fragment.childNodes.length === 1 ) { + fragment = first; + } + + if ( first ) { + scripts = jQuery.map( getAll( fragment, "script" ), disableScript ); + hasScripts = scripts.length; + + // Use the original fragment for the last item instead of the first because it can end up + // being emptied incorrectly in certain situations (#8070). + for ( ; i < l; i++ ) { + node = fragment; + + if ( i !== iNoClone ) { + node = jQuery.clone( node, true, true ); + + // Keep references to cloned scripts for later restoration + if ( hasScripts ) { + jQuery.merge( scripts, getAll( node, "script" ) ); + } + } + + callback.call( this[i], node, i ); + } + + if ( hasScripts ) { + doc = scripts[ scripts.length - 1 ].ownerDocument; + + // Reenable scripts + jQuery.map( scripts, restoreScript ); + + // Evaluate executable scripts on first document insertion + for ( i = 0; i < hasScripts; i++ ) { + node = scripts[ i ]; + if ( rscriptType.test( node.type || "" ) && + !jQuery._data( node, "globalEval" ) && jQuery.contains( doc, node ) ) { + + if ( node.src ) { + // Optional AJAX dependency, but won't run scripts if not present + if ( jQuery._evalUrl ) { + jQuery._evalUrl( node.src ); + } + } else { + jQuery.globalEval( ( node.text || node.textContent || node.innerHTML || "" ).replace( rcleanScript, "" ) ); + } + } + } + } + + // Fix #11809: Avoid leaking memory + fragment = first = null; + } + } + + return this; + } +}); + +jQuery.each({ + appendTo: "append", + prependTo: "prepend", + insertBefore: "before", + insertAfter: "after", + replaceAll: "replaceWith" +}, function( name, original ) { + jQuery.fn[ name ] = function( selector ) { + var elems, + i = 0, + ret = [], + insert = jQuery( selector ), + last = insert.length - 1; + + for ( ; i <= last; i++ ) { + elems = i === last ? this : this.clone(true); + jQuery( insert[i] )[ original ]( elems ); + + // Modern browsers can apply jQuery collections as arrays, but oldIE needs a .get() + push.apply( ret, elems.get() ); + } + + return this.pushStack( ret ); + }; +}); + + +var iframe, + elemdisplay = {}; + +/** + * Retrieve the actual display of a element + * @param {String} name nodeName of the element + * @param {Object} doc Document object + */ +// Called only from within defaultDisplay +function actualDisplay( name, doc ) { + var style, + elem = jQuery( doc.createElement( name ) ).appendTo( doc.body ), + + // getDefaultComputedStyle might be reliably used only on attached element + display = window.getDefaultComputedStyle && ( style = window.getDefaultComputedStyle( elem[ 0 ] ) ) ? + + // Use of this method is a temporary fix (more like optmization) until something better comes along, + // since it was removed from specification and supported only in FF + style.display : jQuery.css( elem[ 0 ], "display" ); + + // We don't have any data stored on the element, + // so use "detach" method as fast way to get rid of the element + elem.detach(); + + return display; +} + +/** + * Try to determine the default display value of an element + * @param {String} nodeName + */ +function defaultDisplay( nodeName ) { + var doc = document, + display = elemdisplay[ nodeName ]; + + if ( !display ) { + display = actualDisplay( nodeName, doc ); + + // If the simple way fails, read from inside an iframe + if ( display === "none" || !display ) { + + // Use the already-created iframe if possible + iframe = (iframe || jQuery( "

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