From 56ef378c0c771c6e5f28309082b31c6a14e04041 Mon Sep 17 00:00:00 2001
From: lee1409 <leerun1409@gmail.com>
Date: Sun, 1 Mar 2020 18:44:06 +0800
Subject: [PATCH] Use pipfile

---
 Pipfile          |  17 ++
 Pipfile.lock     | 592 +++++++++++++++++++++++++++++++++++++++++++++++
 requirements.txt |  68 ------
 3 files changed, 609 insertions(+), 68 deletions(-)
 create mode 100644 Pipfile
 create mode 100644 Pipfile.lock
 delete mode 100755 requirements.txt

diff --git a/Pipfile b/Pipfile
new file mode 100644
index 00000000..c9baa898
--- /dev/null
+++ b/Pipfile
@@ -0,0 +1,17 @@
+[[source]]
+name = "pypi"
+url = "https://pypi.org/simple"
+verify_ssl = true
+
+[dev-packages]
+
+[packages]
+pandas = "*"
+numpy = "*"
+scipy = "*"
+matplotlib = "*"
+notebook = "*"
+jupyter = "*"
+
+[requires]
+python_version = "3.7"
diff --git a/Pipfile.lock b/Pipfile.lock
new file mode 100644
index 00000000..d511aee5
--- /dev/null
+++ b/Pipfile.lock
@@ -0,0 +1,592 @@
+{
+    "_meta": {
+        "hash": {
+            "sha256": "7c4ddbfecaf138c76d9f943c57bfd25a97a632ad58499a5f6846c3569cad3a6f"
+        },
+        "pipfile-spec": 6,
+        "requires": {
+            "python_version": "3.7"
+        },
+        "sources": [
+            {
+                "name": "pypi",
+                "url": "https://pypi.org/simple",
+                "verify_ssl": true
+            }
+        ]
+    },
+    "default": {
+        "attrs": {
+            "hashes": [
+                "sha256:08a96c641c3a74e44eb59afb61a24f2cb9f4d7188748e76ba4bb5edfa3cb7d1c",
+                "sha256:f7b7ce16570fe9965acd6d30101a28f62fb4a7f9e926b3bbc9b61f8b04247e72"
+            ],
+            "version": "==19.3.0"
+        },
+        "backcall": {
+            "hashes": [
+                "sha256:38ecd85be2c1e78f77fd91700c76e14667dc21e2713b63876c0eb901196e01e4",
+                "sha256:bbbf4b1e5cd2bdb08f915895b51081c041bac22394fdfcfdfbe9f14b77c08bf2"
+            ],
+            "version": "==0.1.0"
+        },
+        "bleach": {
+            "hashes": [
+                "sha256:44f69771e2ac81ff30d929d485b7f9919f3ad6d019b6b20c74f3b8687c3f70df",
+                "sha256:aa8b870d0f46965bac2c073a93444636b0e1ca74e9777e34f03dd494b8a59d48"
+            ],
+            "version": "==3.1.1"
+        },
+        "colorama": {
+            "hashes": [
+                "sha256:7d73d2a99753107a36ac6b455ee49046802e59d9d076ef8e47b61499fa29afff",
+                "sha256:e96da0d330793e2cb9485e9ddfd918d456036c7149416295932478192f4436a1"
+            ],
+            "markers": "sys_platform == 'win32'",
+            "version": "==0.4.3"
+        },
+        "cycler": {
+            "hashes": [
+                "sha256:1d8a5ae1ff6c5cf9b93e8811e581232ad8920aeec647c37316ceac982b08cb2d",
+                "sha256:cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8"
+            ],
+            "version": "==0.10.0"
+        },
+        "decorator": {
+            "hashes": [
+                "sha256:41fa54c2a0cc4ba648be4fd43cff00aedf5b9465c9bf18d64325bc225f08f760",
+                "sha256:e3a62f0520172440ca0dcc823749319382e377f37f140a0b99ef45fecb84bfe7"
+            ],
+            "version": "==4.4.2"
+        },
+        "defusedxml": {
+            "hashes": [
+                "sha256:6687150770438374ab581bb7a1b327a847dd9c5749e396102de3fad4e8a3ef93",
+                "sha256:f684034d135af4c6cbb949b8a4d2ed61634515257a67299e5f940fbaa34377f5"
+            ],
+            "version": "==0.6.0"
+        },
+        "entrypoints": {
+            "hashes": [
+                "sha256:589f874b313739ad35be6e0cd7efde2a4e9b6fea91edcc34e58ecbb8dbe56d19",
+                "sha256:c70dd71abe5a8c85e55e12c19bd91ccfeec11a6e99044204511f9ed547d48451"
+            ],
+            "version": "==0.3"
+        },
+        "importlib-metadata": {
+            "hashes": [
+                "sha256:06f5b3a99029c7134207dd882428a66992a9de2bef7c2b699b5641f9886c3302",
+                "sha256:b97607a1a18a5100839aec1dc26a1ea17ee0d93b20b0f008d80a5a050afb200b"
+            ],
+            "markers": "python_version < '3.8'",
+            "version": "==1.5.0"
+        },
+        "ipykernel": {
+            "hashes": [
+                "sha256:7f1f01df22f1229c8879501057877ccaf92a3b01c1d00db708aad5003e5f9238",
+                "sha256:ba8c9e5561f3223fb47ce06ad7925cb9444337ac367341c0c520ffb68ea6d120"
+            ],
+            "version": "==5.1.4"
+        },
+        "ipython": {
+            "hashes": [
+                "sha256:ca478e52ae1f88da0102360e57e528b92f3ae4316aabac80a2cd7f7ab2efb48a",
+                "sha256:eb8d075de37f678424527b5ef6ea23f7b80240ca031c2dd6de5879d687a65333"
+            ],
+            "markers": "python_version >= '3.3'",
+            "version": "==7.13.0"
+        },
+        "ipython-genutils": {
+            "hashes": [
+                "sha256:72dd37233799e619666c9f639a9da83c34013a73e8bbc79a7a6348d93c61fab8",
+                "sha256:eb2e116e75ecef9d4d228fdc66af54269afa26ab4463042e33785b887c628ba8"
+            ],
+            "version": "==0.2.0"
+        },
+        "ipywidgets": {
+            "hashes": [
+                "sha256:13ffeca438e0c0f91ae583dc22f50379b9d6b28390ac7be8b757140e9a771516",
+                "sha256:e945f6e02854a74994c596d9db83444a1850c01648f1574adf144fbbabe05c97"
+            ],
+            "version": "==7.5.1"
+        },
+        "jedi": {
+            "hashes": [
+                "sha256:b4f4052551025c6b0b0b193b29a6ff7bdb74c52450631206c262aef9f7159ad2",
+                "sha256:d5c871cb9360b414f981e7072c52c33258d598305280fef91c6cae34739d65d5"
+            ],
+            "version": "==0.16.0"
+        },
+        "jinja2": {
+            "hashes": [
+                "sha256:93187ffbc7808079673ef52771baa950426fd664d3aad1d0fa3e95644360e250",
+                "sha256:b0eaf100007721b5c16c1fc1eecb87409464edc10469ddc9a22a27a99123be49"
+            ],
+            "version": "==2.11.1"
+        },
+        "jsonschema": {
+            "hashes": [
+                "sha256:4e5b3cf8216f577bee9ce139cbe72eca3ea4f292ec60928ff24758ce626cd163",
+                "sha256:c8a85b28d377cc7737e46e2d9f2b4f44ee3c0e1deac6bf46ddefc7187d30797a"
+            ],
+            "version": "==3.2.0"
+        },
+        "jupyter": {
+            "hashes": [
+                "sha256:3e1f86076bbb7c8c207829390305a2b1fe836d471ed54be66a3b8c41e7f46cc7",
+                "sha256:5b290f93b98ffbc21c0c7e749f054b3267782166d72fa5e3ed1ed4eaf34a2b78",
+                "sha256:d9dc4b3318f310e34c82951ea5d6683f67bed7def4b259fafbfe4f1beb1d8e5f"
+            ],
+            "index": "pypi",
+            "version": "==1.0.0"
+        },
+        "jupyter-client": {
+            "hashes": [
+                "sha256:1fac6e3be1e797aea33d5cd1cfa568ff1ee71e01180bc89f64b24ee274f1f126",
+                "sha256:ed2490c65f7e0987d1e7b2c4146371d58112489e558b3a835aefb86b7283f930"
+            ],
+            "version": "==6.0.0"
+        },
+        "jupyter-console": {
+            "hashes": [
+                "sha256:6f6ead433b0534909df789ea64f0a14cdf9b6b2360757756f08182be4b9e431b",
+                "sha256:b392155112ec86a329df03b225749a0fa903aa80811e8eda55796a40b5e470d8"
+            ],
+            "version": "==6.1.0"
+        },
+        "jupyter-core": {
+            "hashes": [
+                "sha256:394fd5dd787e7c8861741880bdf8a00ce39f95de5d18e579c74b882522219e7e",
+                "sha256:a4ee613c060fe5697d913416fc9d553599c05e4492d58fac1192c9a6844abb21"
+            ],
+            "version": "==4.6.3"
+        },
+        "kiwisolver": {
+            "hashes": [
+                "sha256:05b5b061e09f60f56244adc885c4a7867da25ca387376b02c1efc29cc16bcd0f",
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+                "sha256:3b2378ad387f49cbb328205bda569b9f87288d6bc1bf4cd683c34523a2341efe",
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+                "sha256:47b8cb81a7d18dbaf4fed6a61c3cecdb5adec7b4ac292bddb0d016d57e8507d5",
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+                "sha256:d3fcf0819dc3fea58be1fd1ca390851bdb719a549850e708ed858503ff25d995",
+                "sha256:d52e3b1868a4e8fd18b5cb15055c76820df514e26aa84cc02f593d99fef6707f",
+                "sha256:db1a5d3cc4ae943d674718d6c47d2d82488ddd94b93b9e12d24aabdbfe48caee",
+                "sha256:e3a21a720791712ed721c7b95d433e036134de6f18c77dbe96119eaf7aa08004",
+                "sha256:e8bf074363ce2babeb4764d94f8e65efd22e6a7c74860a4f05a6947afc020ff2",
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+                "sha256:fe51b79da0062f8e9d49ed0182a626a7dc7a0cbca0328f612c6ee5e4711c81e4"
+            ],
+            "version": "==1.1.0"
+        },
+        "markupsafe": {
+            "hashes": [
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+                "sha256:09027a7803a62ca78792ad89403b1b7a73a01c8cb65909cd876f7fcebd79b161",
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+                "sha256:ade5e387d2ad0d7ebf59146cc00c8044acbd863725f887353a10df825fc8ae21",
+                "sha256:b00c1de48212e4cc9603895652c5c410df699856a2853135b3967591e4beebc2",
+                "sha256:b1282f8c00509d99fef04d8ba936b156d419be841854fe901d8ae224c59f0be5",
+                "sha256:b2051432115498d3562c084a49bba65d97cf251f5a331c64a12ee7e04dacc51b",
+                "sha256:ba59edeaa2fc6114428f1637ffff42da1e311e29382d81b339c1817d37ec93c6",
+                "sha256:c8716a48d94b06bb3b2524c2b77e055fb313aeb4ea620c8dd03a105574ba704f",
+                "sha256:cd5df75523866410809ca100dc9681e301e3c27567cf498077e8551b6d20e42f",
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+            ],
+            "version": "==1.1.1"
+        },
+        "matplotlib": {
+            "hashes": [
+                "sha256:23b71560c721109954c0215ffc81f4c80ce8528749d534a01a61e8ab737c5bce",
+                "sha256:4164265ca573481ce61c83322e6b33628203afeabeb3e22c50376f5d3ee0f9be",
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+                "sha256:78d0772412c0653aa3e860c52ff08d1f5ba64334e2b86b09dc2d502657d8ca73",
+                "sha256:8efff896c49676700dc6adace6137a854ff64a4d44ca057ff726960ffdaa47bf",
+                "sha256:97f04d29a358826f205320fbc88d46ce5c5ff6fb54ae050042ff396beda52ca4",
+                "sha256:b4c0010eff09ab65c77ad1a0eec6c7cccb9f6838c3c77dc5b4002fe0cf2912fd",
+                "sha256:b5ace0531255932ad19fe64c116ada2713f7b38381db8f68df0fa694409e67d1",
+                "sha256:c7bb7ed3e011324b56462391ec3f4bbb7c8c6af5892ebfb45d312b15b4cdfc8d",
+                "sha256:db3121f12fb9b99f105d1413aebaeb3d943f269f3d262b45586d12765866f0c6",
+                "sha256:db8bbba9284845034a2f0e1add91dc5e89db8c996359bdcf677a8d6f88875cf1",
+                "sha256:f0023322c99328c40ce22678ab0ab5adfc27e338419966539398239996f63e8d"
+            ],
+            "index": "pypi",
+            "version": "==3.1.3"
+        },
+        "mistune": {
+            "hashes": [
+                "sha256:59a3429db53c50b5c6bcc8a07f8848cb00d7dc8bdb431a4ab41920d201d4756e",
+                "sha256:88a1051873018da288eee8538d476dffe1262495144b33ecb586c4ab266bb8d4"
+            ],
+            "version": "==0.8.4"
+        },
+        "nbconvert": {
+            "hashes": [
+                "sha256:21fb48e700b43e82ba0e3142421a659d7739b65568cc832a13976a77be16b523",
+                "sha256:f0d6ec03875f96df45aa13e21fd9b8450c42d7e1830418cccc008c0df725fcee"
+            ],
+            "version": "==5.6.1"
+        },
+        "nbformat": {
+            "hashes": [
+                "sha256:562de41fc7f4f481b79ab5d683279bf3a168858268d4387b489b7b02be0b324a",
+                "sha256:f4bbbd8089bd346488f00af4ce2efb7f8310a74b2058040d075895429924678c"
+            ],
+            "version": "==5.0.4"
+        },
+        "notebook": {
+            "hashes": [
+                "sha256:3edc616c684214292994a3af05eaea4cc043f6b4247d830f3a2f209fa7639a80",
+                "sha256:47a9092975c9e7965ada00b9a20f0cf637d001db60d241d479f53c0be117ad48"
+            ],
+            "index": "pypi",
+            "version": "==6.0.3"
+        },
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+                "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"
+            ],
+            "version": "==0.5.1"
+        },
+        "widgetsnbextension": {
+            "hashes": [
+                "sha256:079f87d87270bce047512400efd70238820751a11d2d8cb137a5a5bdbaf255c7",
+                "sha256:bd314f8ceb488571a5ffea6cc5b9fc6cba0adaf88a9d2386b93a489751938bcd"
+            ],
+            "version": "==3.5.1"
+        },
+        "zipp": {
+            "hashes": [
+                "sha256:12248a63bbdf7548f89cb4c7cda4681e537031eda29c02ea29674bc6854460c2",
+                "sha256:7c0f8e91abc0dc07a5068f315c52cb30c66bfbc581e5b50704c8a2f6ebae794a"
+            ],
+            "version": "==3.0.0"
+        }
+    },
+    "develop": {}
+}
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100755
index 2890a287..00000000
--- a/requirements.txt
+++ /dev/null
@@ -1,68 +0,0 @@
-appdirs==1.4.3
-asn1crypto==0.24.0
-attrs==18.1.0
-Automat==0.7.0
-backcall==0.1.0
-bleach==2.1.4
-certifi==2018.8.13
-cffi==1.11.5
-constantly==15.1.0
-cryptography==2.3.1
-cycler==0.10.0
-decorator==4.3.0
-entrypoints==0.2.3
-html5lib==1.0.1
-hyperlink==18.0.0
-idna==2.7
-incremental==17.5.0
-ipykernel==4.8.2
-ipython==6.5.0
-ipython-genutils==0.2.0
-ipywidgets==7.4.0
-jedi==0.12.1
-Jinja2==2.10.1
-jsonschema==2.6.0
-jupyter==1.0.0
-jupyter-client==5.2.3
-jupyter-console==5.2.0
-jupyter-core==4.4.0
-MarkupSafe==1.0
-matplotlib==2.1.2
-mistune==0.8.3
-mkl-fft==1.0.4
-mkl-random==1.0.1
-nbconvert==5.3.1
-nbformat==4.4.0
-notebook==5.7.8
-numpy==1.13.3
-pandocfilters==1.4.2
-parso==0.3.1
-pexpect==4.6.0
-pickleshare==0.7.4
-prometheus-client==0.3.1
-prompt-toolkit==1.0.15
-ptyprocess==0.6.0
-pyasn1==0.4.4
-pyasn1-modules==0.2.2
-pycparser==2.18
-Pygments==2.2.0
-pyOpenSSL==18.0.0
-pyparsing==2.2.0
-python-dateutil==2.7.3
-pytz==2018.5
-pyzmq==17.1.2
-qtconsole==4.3.1
-scipy==1.1.0
-Send2Trash==1.5.0
-service-identity==17.0.0
-simplegeneric==0.8.1
-six==1.11.0
-terminado==0.8.1
-testpath==0.3.1
-tornado==5.1
-traitlets==4.3.2
-twisted==19.7.0 
-wcwidth==0.1.7
-webencodings==0.5.1
-widgetsnbextension==3.4.0
-zope.interface==4.5.0