diff --git a/2025/abstraction/abstraction_abc/filters/base.py b/2025/abstraction/abstraction_abc/filters/base.py new file mode 100644 index 0000000..c1e9a96 --- /dev/null +++ b/2025/abstraction/abstraction_abc/filters/base.py @@ -0,0 +1,16 @@ +from abc import ABC, abstractmethod +from typing import Any + +from PIL import Image + + +class FilterBase(ABC): + @property + @abstractmethod + def name(self) -> str: ... + + @abstractmethod + def apply(self, image: Image.Image) -> Image.Image: ... + + @abstractmethod + def configure(self, config: dict[str, Any]) -> None: ... diff --git a/2025/abstraction/abstraction_abc/filters/grayscale.py b/2025/abstraction/abstraction_abc/filters/grayscale.py new file mode 100644 index 0000000..01dc662 --- /dev/null +++ b/2025/abstraction/abstraction_abc/filters/grayscale.py @@ -0,0 +1,24 @@ +from typing import Any + +from PIL import Image, ImageOps + +from .base import FilterBase + + +class GrayscaleFilter(FilterBase): + def __init__(self) -> None: + self._intensity: float = 1.0 + + @property + def name(self) -> str: + return "Grayscale" + + def apply(self, image: Image.Image) -> Image.Image: + print(f"Applying {self.name} filter with intensity {self._intensity}") + grayscale_image = ImageOps.grayscale(image).convert("RGB") + if self._intensity < 1.0: + return Image.blend(image, grayscale_image, self._intensity) + return grayscale_image + + def configure(self, config: dict[str, Any]) -> None: + self._intensity = config.get("intensity", self._intensity) diff --git a/2025/abstraction/abstraction_abc/filters/invert.py b/2025/abstraction/abstraction_abc/filters/invert.py new file mode 100644 index 0000000..3c65cfd --- /dev/null +++ b/2025/abstraction/abstraction_abc/filters/invert.py @@ -0,0 +1,22 @@ +from .base import FilterBase +from PIL import Image, ImageOps +from typing import Any + +class InvertFilter(FilterBase): + def __init__(self) -> None: + self._enabled: bool = True + + @property + def name(self) -> str: + return "Invert" + + def apply(self, image: Image.Image) -> Image.Image: + if self._enabled: + print(f"Applying {self.name} filter") + return ImageOps.invert(image.convert("RGB")) + else: + print(f"{self.name} filter disabled, returning original image") + return image + + def configure(self, config: dict[str, Any]) -> None: + self._enabled = config.get("enabled", self._enabled) \ No newline at end of file diff --git a/2025/abstraction/abstraction_abc/main.py b/2025/abstraction/abstraction_abc/main.py new file mode 100644 index 0000000..ef18c42 --- /dev/null +++ b/2025/abstraction/abstraction_abc/main.py @@ -0,0 +1,19 @@ +from filters.grayscale import GrayscaleFilter +from filters.invert import InvertFilter +from process_img import process_img + + +def main() -> None: + input_image: str = "../input.jpg" + + grayscale = GrayscaleFilter() + grayscale.configure({"intensity": 0.8}) + process_img(input_image, "output_abc_grayscale.jpg", grayscale) + + invert = InvertFilter() + invert.configure({"enabled": True}) + process_img(input_image, "output_abc_invert.jpg", invert) + + +if __name__ == "__main__": + main() diff --git a/2025/abstraction/abstraction_abc/process_img.py b/2025/abstraction/abstraction_abc/process_img.py new file mode 100644 index 0000000..d3a7268 --- /dev/null +++ b/2025/abstraction/abstraction_abc/process_img.py @@ -0,0 +1,10 @@ +from filters.base import FilterBase +from PIL import Image + + +def process_img(image_path: str, output_path: str, filter_obj: FilterBase) -> None: + print(f"\nUsing filter: {filter_obj.name}") + image = Image.open(image_path) + image = filter_obj.apply(image) + image.save(output_path) + print(f"Saved processed image to {output_path}") diff --git a/2025/abstraction/abstraction_callable/filters/grayscale.py b/2025/abstraction/abstraction_callable/filters/grayscale.py new file mode 100644 index 0000000..361c87e --- /dev/null +++ b/2025/abstraction/abstraction_callable/filters/grayscale.py @@ -0,0 +1,9 @@ +from PIL import Image, ImageOps + + +def apply_grayscale(image: Image.Image, intensity: float) -> Image.Image: + print(f"Applying grayscale filter with intensity {intensity}") + grayscale_image = ImageOps.grayscale(image).convert("RGB") + if intensity < 1.0: + return Image.blend(image, grayscale_image, intensity) + return grayscale_image diff --git a/2025/abstraction/abstraction_callable/filters/invert.py b/2025/abstraction/abstraction_callable/filters/invert.py new file mode 100644 index 0000000..da0240f --- /dev/null +++ b/2025/abstraction/abstraction_callable/filters/invert.py @@ -0,0 +1,6 @@ +from PIL import Image, ImageOps + + +def apply_invert(image: Image.Image) -> Image.Image: + print("Applying invert filter") + return ImageOps.invert(image.convert("RGB")) \ No newline at end of file diff --git a/2025/abstraction/abstraction_callable/filters/sepia.py b/2025/abstraction/abstraction_callable/filters/sepia.py new file mode 100644 index 0000000..d0c2bd3 --- /dev/null +++ b/2025/abstraction/abstraction_callable/filters/sepia.py @@ -0,0 +1,18 @@ +from PIL import Image + + +def apply_sepia(image: Image.Image) -> Image.Image: + print("Applying sepia filter") + sepia_image = image.convert("RGB") + width, height = sepia_image.size + pixels = sepia_image.load() + + for y in range(height): + for x in range(width): + r, g, b = pixels[x, y] + tr = int(0.393 * r + 0.769 * g + 0.189 * b) + tg = int(0.349 * r + 0.686 * g + 0.168 * b) + tb = int(0.272 * r + 0.534 * g + 0.131 * b) + pixels[x, y] = (min(255, tr), min(255, tg), min(255, tb)) + + return sepia_image \ No newline at end of file diff --git a/2025/abstraction/abstraction_callable/main.py b/2025/abstraction/abstraction_callable/main.py new file mode 100644 index 0000000..d90dbee --- /dev/null +++ b/2025/abstraction/abstraction_callable/main.py @@ -0,0 +1,40 @@ +from functools import partial + +from filters.grayscale import apply_grayscale +from filters.invert import apply_invert +from PIL import Image, ImageOps +from process_img import ImageFilterFn, process_img + + +def make_grayscale_filter(intensity: float = 1.0) -> ImageFilterFn: + def filter_func(image: Image.Image) -> Image.Image: + print(f"Applying grayscale filter with intensity {intensity}") + # Note: intensity isn't actually used by Pillow here, but it demonstrates config + return ImageOps.grayscale(image) + + return filter_func + + +def make_invert_filter(enabled: bool = True) -> ImageFilterFn: + def filter_func(image: Image.Image) -> Image.Image: + if enabled: + print("Applying invert filter") + return ImageOps.invert(image.convert("RGB")) + else: + print("Invert filter disabled, returning original image") + return image + + return filter_func + + +def main() -> None: + input_image: str = "../input.jpg" + + grayscale_fn = partial(apply_grayscale, intensity=0.6) + process_img(input_image, "output_abc_grayscale.jpg", grayscale_fn) + + process_img(input_image, "output_abc_invert.jpg", apply_invert) + + +if __name__ == "__main__": + main() diff --git a/2025/abstraction/abstraction_callable/process_img.py b/2025/abstraction/abstraction_callable/process_img.py new file mode 100644 index 0000000..6ae7ec6 --- /dev/null +++ b/2025/abstraction/abstraction_callable/process_img.py @@ -0,0 +1,12 @@ +from typing import Callable + +from PIL import Image + +type ImageFilterFn = Callable[[Image], Image] + + +def process_img(image_path: str, output_path: str, filter_fn: ImageFilterFn) -> None: + image = Image.open(image_path) + image = filter_fn(image) + image.save(output_path) + print(f"Saved processed image to {output_path}") diff --git a/2025/abstraction/abstraction_none/filters/grayscale.py b/2025/abstraction/abstraction_none/filters/grayscale.py new file mode 100644 index 0000000..8946494 --- /dev/null +++ b/2025/abstraction/abstraction_none/filters/grayscale.py @@ -0,0 +1,22 @@ +from typing import Any + +from PIL import Image, ImageOps + + +class GrayscaleFilter: + def __init__(self) -> None: + self._intensity: float = 1.0 + + @property + def name(self) -> str: + return "Grayscale" + + def apply(self, image: Image.Image) -> Image.Image: + print(f"Applying {self.name} filter with intensity {self._intensity}") + grayscale_image = ImageOps.grayscale(image).convert("RGB") + if self._intensity < 1.0: + return Image.blend(image, grayscale_image, self._intensity) + return grayscale_image + + def configure(self, config: dict[str, Any]) -> None: + self._intensity = config.get("intensity", self._intensity) diff --git a/2025/abstraction/abstraction_none/filters/invert.py b/2025/abstraction/abstraction_none/filters/invert.py new file mode 100644 index 0000000..1f8f56c --- /dev/null +++ b/2025/abstraction/abstraction_none/filters/invert.py @@ -0,0 +1,11 @@ +from PIL import Image, ImageOps + + +class InvertFilter: + @property + def name(self) -> str: + return "Invert" + + def do_invert(self, image: Image.Image) -> Image.Image: + print(f"Applying {self.name} filter") + return ImageOps.invert(image.convert("RGB")) diff --git a/2025/abstraction/abstraction_none/main.py b/2025/abstraction/abstraction_none/main.py new file mode 100644 index 0000000..15e5589 --- /dev/null +++ b/2025/abstraction/abstraction_none/main.py @@ -0,0 +1,18 @@ +from filters.grayscale import GrayscaleFilter +from filters.invert import InvertFilter +from process_img import process_img + + +def main() -> None: + input_image: str = "../input.jpg" + + grayscale = GrayscaleFilter() + grayscale.configure({"intensity": 0.8}) + process_img(input_image, "output_abc_grayscale.jpg", grayscale) + + invert = InvertFilter() + process_img(input_image, "output_abc_invert.jpg", invert) + + +if __name__ == "__main__": + main() diff --git a/2025/abstraction/abstraction_none/process_img.py b/2025/abstraction/abstraction_none/process_img.py new file mode 100644 index 0000000..66c8346 --- /dev/null +++ b/2025/abstraction/abstraction_none/process_img.py @@ -0,0 +1,20 @@ +from typing import Any + +from filters.grayscale import GrayscaleFilter +from filters.invert import InvertFilter +from PIL import Image + + +def process_img(image_path: str, output_path: str, filter_obj: Any) -> None: + print(f"\nUsing filter: {filter_obj.name}") + image = Image.open(image_path) + if isinstance(filter_obj, GrayscaleFilter): + filter_obj.configure({"intensity": 0.8}) + image = filter_obj.apply(image) + elif isinstance(filter_obj, InvertFilter): + image = filter_obj.do_invert(image) + else: + print("Unknown filter type. Skipping configuration.") + + image.save(output_path) + print(f"Saved processed image to {output_path}") diff --git a/2025/abstraction/abstraction_protocol/filters/grayscale.py b/2025/abstraction/abstraction_protocol/filters/grayscale.py new file mode 100644 index 0000000..8946494 --- /dev/null +++ b/2025/abstraction/abstraction_protocol/filters/grayscale.py @@ -0,0 +1,22 @@ +from typing import Any + +from PIL import Image, ImageOps + + +class GrayscaleFilter: + def __init__(self) -> None: + self._intensity: float = 1.0 + + @property + def name(self) -> str: + return "Grayscale" + + def apply(self, image: Image.Image) -> Image.Image: + print(f"Applying {self.name} filter with intensity {self._intensity}") + grayscale_image = ImageOps.grayscale(image).convert("RGB") + if self._intensity < 1.0: + return Image.blend(image, grayscale_image, self._intensity) + return grayscale_image + + def configure(self, config: dict[str, Any]) -> None: + self._intensity = config.get("intensity", self._intensity) diff --git a/2025/abstraction/abstraction_protocol/filters/invert.py b/2025/abstraction/abstraction_protocol/filters/invert.py new file mode 100644 index 0000000..856b0f6 --- /dev/null +++ b/2025/abstraction/abstraction_protocol/filters/invert.py @@ -0,0 +1,23 @@ +from typing import Any + +from PIL import Image, ImageOps + + +class InvertFilter: + def __init__(self) -> None: + self._enabled: bool = True + + @property + def name(self) -> str: + return "Invert" + + def apply(self, image: Image.Image) -> Image.Image: + if self._enabled: + print(f"Applying {self.name} filter") + return ImageOps.invert(image.convert("RGB")) + else: + print(f"{self.name} filter disabled, returning original image") + return image + + def configure(self, config: dict[str, Any]) -> None: + self._enabled = config.get("enabled", self._enabled) diff --git a/2025/abstraction/abstraction_protocol/main.py b/2025/abstraction/abstraction_protocol/main.py new file mode 100644 index 0000000..15e5589 --- /dev/null +++ b/2025/abstraction/abstraction_protocol/main.py @@ -0,0 +1,18 @@ +from filters.grayscale import GrayscaleFilter +from filters.invert import InvertFilter +from process_img import process_img + + +def main() -> None: + input_image: str = "../input.jpg" + + grayscale = GrayscaleFilter() + grayscale.configure({"intensity": 0.8}) + process_img(input_image, "output_abc_grayscale.jpg", grayscale) + + invert = InvertFilter() + process_img(input_image, "output_abc_invert.jpg", invert) + + +if __name__ == "__main__": + main() diff --git a/2025/abstraction/abstraction_protocol/process_img.py b/2025/abstraction/abstraction_protocol/process_img.py new file mode 100644 index 0000000..10c34f6 --- /dev/null +++ b/2025/abstraction/abstraction_protocol/process_img.py @@ -0,0 +1,20 @@ +from typing import Any, Protocol + +from PIL import Image + + +class FilterBase(Protocol): + @property + def name(self) -> str: ... + + def apply(self, image: Image.Image) -> Image.Image: ... + + def configure(self, config: dict[str, Any]) -> None: ... + + +def process_img(image_path: str, output_path: str, filter_obj: FilterBase) -> None: + print(f"\nUsing filter: {filter_obj.name}") + image = Image.open(image_path) + image = filter_obj.apply(image) + image.save(output_path) + print(f"Saved processed image to {output_path}") diff --git a/2025/abstraction/input.jpg b/2025/abstraction/input.jpg new file mode 100644 index 0000000..5b0fb06 Binary files /dev/null and b/2025/abstraction/input.jpg differ diff --git a/2025/abstraction/pyproject.toml b/2025/abstraction/pyproject.toml new file mode 100644 index 0000000..96b1063 --- /dev/null +++ b/2025/abstraction/pyproject.toml @@ -0,0 +1,7 @@ +[project] +name = "abstraction" +version = "0.1.0" +requires-python = ">=3.13" +dependencies = [ + "pillow>=11.2.1", +] diff --git a/2025/abstraction/uv.lock b/2025/abstraction/uv.lock new file mode 100644 index 0000000..a0335c3 --- /dev/null +++ b/2025/abstraction/uv.lock @@ -0,0 +1,44 @@ +version 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b/2025/aidesign/chain_of_responsibility.py new file mode 100644 index 0000000..6238108 --- /dev/null +++ b/2025/aidesign/chain_of_responsibility.py @@ -0,0 +1,184 @@ +import asyncio +from dataclasses import dataclass +from typing import Optional + +from dotenv import load_dotenv +from pydantic import BaseModel +from pydantic_ai import Agent + +# Load env vars +load_dotenv() + +# ---------------------------------- +# Shared Dependencies +# ---------------------------------- + + +@dataclass +class TravelDeps: + user_name: str + origin_city: str + + +# ---------------------------------- +# Shared Data Passed Through the Chain +# ---------------------------------- + + +class TripContext(BaseModel): + destination: Optional[str] = None + from_city: Optional[str] = None + arrival_time: Optional[str] = None + hotel_name: Optional[str] = None + hotel_location: Optional[str] = None + + +# ---------------------------------- +# Step 1: Choose Destination +# ---------------------------------- + + +class DestinationOutput(BaseModel): + destination: str + + +destination_agent = Agent( + "openai:gpt-4o", + deps_type=TravelDeps, + output_type=DestinationOutput, + system_prompt="You help users select an ideal travel destination based on their preferences.", +) + + +# ---------------------------------- +# Step 2: Plan Flight +# ---------------------------------- + + +class FlightPlan(BaseModel): + from_city: str + to_city: str + arrival_time: str + + +flight_agent = Agent( + "openai:gpt-4o", + deps_type=TravelDeps, + output_type=FlightPlan, + system_prompt="Plan a realistic flight itinerary for a trip. Include origin city and arrival time.", +) + + +# ---------------------------------- +# Step 3: Recommend Hotel +# ---------------------------------- + + +class HotelOption(BaseModel): + name: str + location: str + price_per_night_usd: int + stars: int + + +hotel_agent = Agent( + "openai:gpt-4o", + deps_type=TravelDeps, + output_type=HotelOption, + system_prompt="Suggest a good hotel near the arrival airport or city center. Consider time of arrival and convenience.", +) + + +# ---------------------------------- +# Step 4: Suggest Activities +# ---------------------------------- + + +class Activities(BaseModel): + personalized_for: str + top_activities: list[str] + + +activity_agent = Agent( + "openai:gpt-4o", + deps_type=TravelDeps, + output_type=Activities, + system_prompt="Suggest local activities close to the hotel and suitable for arrival time (e.g., evening, morning).", +) + + +# ---------------------------------- +# Chain Execution Logic +# ---------------------------------- + +async def handle_destination( + user_input: str, deps: TravelDeps, ctx: TripContext +) -> None: + dest_result = await destination_agent.run(user_input, deps=deps) + ctx.destination = dest_result.output.destination + print(f"šŸ“ Destination: {ctx.destination}") + +async def handle_flight( + user_input: str, deps: TravelDeps, ctx: TripContext +) -> None: + flight_prompt = f"Plan a flight from {deps.origin_city} to {ctx.destination}." + flight_result = await flight_agent.run(flight_prompt, deps=deps) + ctx.from_city = flight_result.output.from_city + ctx.arrival_time = flight_result.output.arrival_time + print( + f"āœˆļø Flight: from {ctx.from_city} ā†’ {ctx.destination}, arriving at {ctx.arrival_time}" + ) + +async def handle_hotel( + user_input: str, deps: TravelDeps, ctx: TripContext +) -> None: + hotel_prompt = ( + f"Recommend a hotel in {ctx.destination} for a traveler arriving at {ctx.arrival_time}. " + f"Prefer locations near the airport or city center." + ) + hotel_result = await hotel_agent.run(hotel_prompt, deps=deps) + ctx.hotel_name = hotel_result.output.name + ctx.hotel_location = hotel_result.output.location + print( + f"šŸØ Hotel: {ctx.hotel_name}, {hotel_result.output.stars}ā˜… at ${hotel_result.output.price_per_night_usd}/night" + ) + +async def handle_activities( + user_input: str, deps: TravelDeps, ctx: TripContext +) -> None: + activities_prompt = ( + f"Suggest activities in {ctx.destination} close to {ctx.hotel_location} " + f"and suitable for a traveler arriving at {ctx.arrival_time}." + ) + activity_result = await activity_agent.run(activities_prompt, deps=deps) + print(f"šŸŽÆ Activities for {activity_result.output.personalized_for}:") + for a in activity_result.output.top_activities: + print(f" - {a}") + +async def plan_trip(user_input: str, deps: TravelDeps): + print(f"\nšŸ‘¤ {deps.user_name} says: {user_input}") + ctx = TripContext() + + chain = [ + handle_destination, + handle_flight, + handle_hotel, + handle_activities, + ] + + for step in chain: + await step(user_input, deps, ctx) + + +# ---------------------------------- +# Main Execution +# ---------------------------------- + + +async def main(): + deps = TravelDeps(user_name="Maria", origin_city="Berlin") + await plan_trip("I want a rainy city trip within Europe.", deps) + + +if __name__ == "__main__": + asyncio.run(main()) diff --git a/2025/aidesign/observer.py b/2025/aidesign/observer.py new file mode 100644 index 0000000..265f21d --- /dev/null +++ b/2025/aidesign/observer.py @@ -0,0 +1,122 @@ +import asyncio +import time +from dataclasses import dataclass +from typing import Protocol + +from dotenv import load_dotenv +from pydantic import BaseModel +from pydantic_ai import Agent + +load_dotenv() + + +# ---------------------------------- +# Dependencies and Output Schema +# ---------------------------------- + +@dataclass +class TravelDeps: + user_name: str + origin_city: str + + +class TravelResponse(BaseModel): + destination: str + message: str + + +# ---------------------------------- +# Observer Interface +# ---------------------------------- + +class AgentCallObserver(Protocol): + def notify( + self, + agent_name: str, + prompt: str, + deps: TravelDeps, + output: BaseModel, + duration: float, + ) -> None: + ... + + +class ConsoleLogger(AgentCallObserver): + def notify( + self, + agent_name: str, + prompt: str, + deps: TravelDeps, + output: BaseModel, + duration: float, + ) -> None: + print("\nšŸ“‹ Agent Call Log") + print(f"Agent: {agent_name}") + print(f"Prompt: {prompt}") + print(f"User: {deps.user_name}, Origin: {deps.origin_city}") + print(f"Output: {output.model_dump()}") + print(f"Duration: {duration:.2f}s") + + +# ---------------------------------- +# Wrapper to run agent with observers +# ---------------------------------- + +async def run_with_observers( + *, + agent: Agent[TravelDeps, BaseModel], + prompt: str, + deps: TravelDeps, + observers: list[AgentCallObserver], +) -> TravelResponse: + start = time.perf_counter() + result = await agent.run(prompt, deps=deps) + end = time.perf_counter() + duration = end - start + + for observer in observers: + observer.notify( + agent_name=agent.name or "Unnamed Agent", + prompt=prompt, + deps=deps, + output=result.output, + duration=duration, + ) + + return result.output + + +# ---------------------------------- +# Agent Definition +# ---------------------------------- + +travel_agent = Agent( + "openai:gpt-4o", + name="TravelAgent", + deps_type=TravelDeps, + output_type=TravelResponse, + system_prompt="You are a friendly travel assistant. Recommend a destination based on user preferences.", +) + + +# ---------------------------------- +# Main Program +# ---------------------------------- + +async def main(): + deps = TravelDeps(user_name="Nina", origin_city="Copenhagen") + + prompt = "I want to escape to a cozy place in the mountains for the weekend." + output = await run_with_observers( + agent=travel_agent, + prompt=prompt, + deps=deps, + observers=[ConsoleLogger()], + ) + + print(f"\nšŸ¤– Travel Agent says: {output.message}") + print(f"šŸ“ Destination Suggested: {output.destination}") + + +if __name__ == "__main__": + asyncio.run(main()) \ No newline at end of file diff --git a/2025/aidesign/pyproject.toml b/2025/aidesign/pyproject.toml new file mode 100644 index 0000000..2b7681a --- /dev/null +++ b/2025/aidesign/pyproject.toml @@ -0,0 +1,12 @@ +[project] +name = "aidesign" +version = "0.1.0" +requires-python = ">=3.13" +dependencies = [ + "pydantic>=2.11.7", + "pydantic-ai>=0.4.8", + "python-dotenv>=1.1.1", +] + +[tool.uv] +environments = ["sys_platform == 'darwin'"] diff --git a/2025/aidesign/strategy.py b/2025/aidesign/strategy.py new file mode 100644 index 0000000..d8dd899 --- /dev/null +++ b/2025/aidesign/strategy.py @@ -0,0 +1,115 @@ +import asyncio +from dataclasses import dataclass +from typing import Callable + +from dotenv import load_dotenv +from pydantic import BaseModel, Field +from pydantic_ai import Agent + +# Load API key +load_dotenv() + +# ---------------------------------- +# Common Output Model +# ---------------------------------- + + +class TravelRecommendation(BaseModel): + destination: str = Field(..., description="Recommended destination") + message: str = Field(..., description="Message from the travel agent to the user") + + +# ---------------------------------- +# Dependencies (for extensibility) +# ---------------------------------- + + +@dataclass +class TravelDeps: + user_name: str + + +# ---------------------------------- +# Strategy Functions +# Each strategy returns an Agent with a specific personality +# ---------------------------------- + + +def professional_agent() -> Agent[TravelDeps, TravelRecommendation]: + return Agent( + "openai:gpt-4o", + deps_type=TravelDeps, + output_type=TravelRecommendation, + system_prompt=( + "You are a highly professional and polite travel agent. " + "You give thoughtful recommendations based on user preferences." + ), + ) + + +def fun_agent() -> Agent[TravelDeps, TravelRecommendation]: + return Agent( + "openai:gpt-4o", + deps_type=TravelDeps, + output_type=TravelRecommendation, + system_prompt=( + "You are a fun, quirky travel agent who gets super excited about cool places. " + "Your responses are friendly and humorous, but still helpful." + ), + ) + + +def budget_agent() -> Agent[TravelDeps, TravelRecommendation]: + return Agent( + "openai:gpt-4o", + deps_type=TravelDeps, + output_type=TravelRecommendation, + system_prompt=( + "You are a frugal travel expert who finds great destinations with low cost. " + "Your suggestions should highlight affordability and value." + ), + ) + + +# ---------------------------------- +# Function to Run Strategy +# ---------------------------------- + + +async def run_travel_strategy( + user_prompt: str, + deps: TravelDeps, + strategy_fn: Callable[[], Agent[TravelDeps, TravelRecommendation]], +): + agent = strategy_fn() + result = await agent.run(user_prompt, deps=deps) + output = result.output + + # Display the structured response + print(f"\nšŸ‘¤ {deps.user_name} asked: {user_prompt}") + print(f"šŸ¤– {agent.model}: {output.message}") + print(f"šŸ“ Destination: {output.destination}") + + +# ---------------------------------- +# Run Example with Different Strategies +# ---------------------------------- + + +async def main(): + deps = TravelDeps(user_name="Sam") + + print("=== Professional Agent ===") + await run_travel_strategy( + "I want a peaceful place by the sea.", deps, professional_agent + ) + + print("\n=== Fun Agent ===") + await 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b/2025/anti/abstraction.py @@ -0,0 +1,98 @@ +import json +from dataclasses import dataclass +from typing import Callable, Protocol + + +@dataclass +class Report: + title: str + content: str + + def to_csv(self) -> str: + return f"{self.title}, {self.content}\n" + + def to_json(self) -> str: + return json.dumps( + { + "title": self.title, + "content": self.content, + }, + indent=4, + ) + + +@dataclass +class Budget: + title: str + amount: float + + def to_csv(self) -> str: + return f"{self.title}, {self.amount}\n" + + def to_json(self) -> str: + return json.dumps( + { + "title": self.title, + "amount": self.amount, + }, + indent=4, + ) + + +type ExportFn = Callable[[str, Exportable], None] + + +class Exportable(Protocol): + def to_csv(self) -> str: ... + + def to_json(self) -> str: ... + + +def export_to_csv(filename: str, data: Exportable) -> None: + print("Exporting to CSV...") + with open(filename, "w") as f: + f.write(data.to_csv()) + print("Done.") + + +def export_to_json(filename: str, data: Exportable) -> None: + print("Exporting to JSON...") + with open(filename, "w") as f: + json.dump(data.to_json(), f) + print("Done.") + + +EXPORTERS = { + "csv": export_to_csv, + "json": export_to_json, +} + + +def get_exporter(format: str) -> ExportFn: + """Factory function to get the appropriate exporter function based on format string.""" + if format in EXPORTERS: + return EXPORTERS[format] + else: + raise ValueError(f"Unsupported export format: {format}") + + +def main() -> None: + report = Report( + title="Quarterly Earnings", + content="Here are the earnings for the last quarter...", + ) + + export_fn = get_exporter("json") + export_fn("report.json", report) + + budget = Budget( + title="Annual Budget", + amount=1000000.00, + ) + + export_fn = get_exporter("json") + export_fn("budget.json", budget) + + +if __name__ == "__main__": + main() diff --git a/2025/anti/config.json b/2025/anti/config.json new file mode 100644 index 0000000..faff3b0 --- /dev/null +++ b/2025/anti/config.json @@ -0,0 +1,5 @@ +{ + "learning_rate": 0.01, + "batch_size": 32, + "epochs": 10 +} \ No newline at end of file diff --git a/2025/anti/data_processing.py b/2025/anti/data_processing.py new file mode 100644 index 0000000..b69f589 --- /dev/null +++ b/2025/anti/data_processing.py @@ -0,0 +1,24 @@ +import pandas as pd + + +def fill_missing_values(df: pd.DataFrame) -> pd.DataFrame: + """Fill missing numeric values with the median of each column.""" + return df.fillna(df.median(numeric_only=True)) + + +def normalize_columns(df: pd.DataFrame, columns: list[str]) -> pd.DataFrame: + """Min-max normalize specified columns in the DataFrame.""" + df = df.copy() + for col in columns: + min_val = df[col].min() + max_val = df[col].max() + if min_val == max_val: + df[col] = 0.0 # avoid division by zero + else: + df[col] = (df[col] - min_val) / (max_val - min_val) + return df + + +def encode_categorical(df: pd.DataFrame, columns: list[str]) -> pd.DataFrame: + """Convert categorical columns into one-hot encoded columns.""" + return pd.get_dummies(df, columns=columns, drop_first=True) diff --git a/2025/anti/decorator_inject_after.py b/2025/anti/decorator_inject_after.py new file mode 100644 index 0000000..cf4a453 --- /dev/null +++ b/2025/anti/decorator_inject_after.py @@ -0,0 +1,17 @@ +import json +from typing import Any + + +def load_config(file_name: str) -> dict[str, Any]: + """Load configuration from the specified file.""" + with open(file_name, "r") as f: + return json.load(f) + + +def main() -> None: + config = load_config("config.json") + print(f"Training with config: {config}") + + +if __name__ == "__main__": + main() diff --git a/2025/anti/decorator_inject_before.py b/2025/anti/decorator_inject_before.py new file mode 100644 index 0000000..787a751 --- /dev/null +++ b/2025/anti/decorator_inject_before.py @@ -0,0 +1,30 @@ +import json +from functools import wraps +from typing import Any, Callable + + +def load_config(file_name: str) -> dict[str, Any]: + """Load configuration from the specified file.""" + with open(file_name, "r") as f: + return json.load(f) + + +def inject_config(file_name: str) -> Callable[[Callable[..., Any]], Callable[..., Any]]: + def decorator(func: Callable[..., Any]) -> Callable[..., Any]: + @wraps(func) + def wrapper(*args: Any, **kwargs: Any) -> Any: + config: dict[str, Any] = load_config(file_name) + return func(config, *args, **kwargs) + + return wrapper + + return decorator + + +@inject_config("config.json") +def main(config: dict[str, Any]) -> None: + print(f"Training with config: {config}") + + +if __name__ == "__main__": + main() diff --git a/2025/anti/exception_control_flow_after.py b/2025/anti/exception_control_flow_after.py new file mode 100644 index 0000000..89c4665 --- /dev/null +++ b/2025/anti/exception_control_flow_after.py @@ -0,0 +1,39 @@ +import random +import time + + +# Simulated API call that randomly succeeds or times out +def fetch_from_primary_api(city: str) -> dict[str, str]: + if simulate_timeout(): + return {"status": "error", "message": "Primary API timed out."} + return {"status": "success", "data": f"Weather in {city} is sunny."} + + +def fetch_from_backup_api(city: str) -> dict[str, str]: + if simulate_timeout(): + return {"status": "error", "message": "Backup API timed out."} + return {"status": "success", "data": f"Backup: Weather in {city} is cloudy."} + + +def simulate_timeout() -> bool: + time.sleep(0.2) # network delay + return random.random() < 0.5 + + +# Good: using return values for expected control flow +def get_weather_forecast(city: str) -> dict[str, str]: + result = fetch_from_primary_api(city) + if result["status"] == "error": + result = fetch_from_backup_api(city) + if result["status"] == "error": + return {"status": "error", "message": "Both APIs timed out."} + return result + + +def main(): + result = get_weather_forecast("New York") + print(result) + + +if __name__ == "__main__": + main() diff --git a/2025/anti/exception_control_flow_before.py b/2025/anti/exception_control_flow_before.py new file mode 100644 index 0000000..cafce78 --- /dev/null +++ b/2025/anti/exception_control_flow_before.py @@ -0,0 +1,40 @@ +import random +import time + + +# Simulated API call that randomly succeeds or times out +def fetch_from_primary_api(city: str) -> dict[str, str]: + if simulate_timeout(): + raise TimeoutError("Primary API timed out.") + return {"status": "success", "data": f"Weather in {city} is sunny."} + + +def fetch_from_backup_api(city: str) -> dict[str, str]: + if simulate_timeout(): + raise TimeoutError("Backup API timed out.") + return {"status": "success", "data": f"Backup: Weather in {city} is cloudy."} + + +def simulate_timeout() -> bool: + time.sleep(0.2) # network delay + return random.random() < 0.5 + + +# Bad: using exceptions for expected control flow +def get_weather_forecast(city: str) -> dict[str, str]: + try: + return fetch_from_primary_api(city) + except TimeoutError: + try: + return fetch_from_backup_api(city) + except TimeoutError: + return {"status": "error", "message": "Both APIs timed out."} + + +def main(): + result = get_weather_forecast("New York") + print(result) + + +if __name__ == "__main__": + main() diff --git a/2025/anti/hardcoded_after.py b/2025/anti/hardcoded_after.py new file mode 100644 index 0000000..5ad55ea --- /dev/null +++ b/2025/anti/hardcoded_after.py @@ -0,0 +1,81 @@ +import io +import json +import os +import zipfile + +import lokalise +import numpy as np +import pandas as pd +import requests +import streamlit as st +from dotenv import load_dotenv + +load_dotenv() +LOKALISE_API_KEY = os.getenv("LOKALISE_API_KEY") +LOKALISE_PROJECT_ID = os.getenv("LOKALISE_PROJECT_ID") +LANGUAGE = "nl" + + +class LokaliseTranslator: + def __init__(self, api_key: str, project_id: str, language: str) -> None: + self.client = lokalise.Client(api_key) + self.project_id = project_id + self.language = language + self.translations = self.get_translations() + + def get_translations(self) -> dict[str, str]: + response = self.client.download_files( + self.project_id, + {"format": "json", "original_filenames": True, "replace_breaks": False}, + ) + translations_url = response["bundle_url"] + + # Download and extract the ZIP file + zip_response = requests.get(translations_url) + zip_file = zipfile.ZipFile(io.BytesIO(zip_response.content)) + + # Find the JSON file corresponding to the selected language + json_filename = f"{self.language}/no_filename.json" + with zip_file.open(json_filename) as json_file: + return json.load(json_file) + + def __call__(self, key: str) -> str: + return self.translations.get(key, key) + + +translator = LokaliseTranslator(LOKALISE_API_KEY, LOKALISE_PROJECT_ID, LANGUAGE) + +st.title(translator("dashboard_title")) + +DATE_COLUMN = "date/time" +DATA_URL = ( + "https://s3-us-west-2.amazonaws.com/streamlit-demo-data/uber-raw-data-sep14.csv.gz" +) + + +@st.cache_data +def load_data(nrows): + data = pd.read_csv(DATA_URL, nrows=nrows) + data.rename(lambda x: str(x).lower(), axis="columns", inplace=True) + data[DATE_COLUMN] = pd.to_datetime(data[DATE_COLUMN]) + return data + + +data_load_state = st.text(translator("loading_data")) +data = load_data(10000) +data_load_state.text(translator("done")) + +if st.checkbox(translator("show_raw_data")): + st.subheader(translator("raw_data")) + st.write(data) + +st.subheader(translator("nb_pickups_hour")) +hist_values = np.histogram(data[DATE_COLUMN].dt.hour, bins=24, range=(0, 24))[0] +st.bar_chart(hist_values) + +# Some number in the range 0-23 +hour_to_filter = st.slider("hour", 0, 23, 17) +filtered_data = data[data[DATE_COLUMN].dt.hour == hour_to_filter] + +st.subheader(translator("map_all_pickups") % hour_to_filter) +st.map(filtered_data) diff --git a/2025/anti/hardcoded_before.py b/2025/anti/hardcoded_before.py new file mode 100644 index 0000000..7845ecc --- /dev/null +++ b/2025/anti/hardcoded_before.py @@ -0,0 +1,39 @@ +import numpy as np +import pandas as pd +import streamlit as st + +# Hardcoded constants +DATE_COLUMN = "date/time" +DATA_URL = ( + "https://s3-us-west-2.amazonaws.com/streamlit-demo-data/uber-raw-data-sep14.csv.gz" +) + + +@st.cache_data +def load_data(nrows: int) -> pd.DataFrame: + data = pd.read_csv(DATA_URL, nrows=nrows) + data.rename(lambda x: str(x).lower(), axis="columns", inplace=True) + data[DATE_COLUMN] = pd.to_datetime(data[DATE_COLUMN]) + return data + + +# šŸ§Ø All UI strings are hardcoded ā€” even small changes are tedious +st.title("Uber pickups in NYC") + +data_load_state = st.text("Loading data...") +data = load_data(10000) +data_load_state.text("Loading complete!") + +if st.checkbox("Show raw data"): + st.subheader("Raw data") + st.write(data) + +st.subheader("Number of pickups by hour") +hist_values = np.histogram(data[DATE_COLUMN].dt.hour, bins=24, range=(0, 24))[0] +st.bar_chart(hist_values) + +hour_to_filter = st.slider("Hour", 0, 23, 17) +filtered_data = data[data[DATE_COLUMN].dt.hour == hour_to_filter] + +st.subheader(f"Map of all pickups at {hour_to_filter}:00") +st.map(filtered_data) diff --git a/2025/anti/inappropriate_intimacy.py b/2025/anti/inappropriate_intimacy.py new file mode 100644 index 0000000..207bd1a --- /dev/null +++ b/2025/anti/inappropriate_intimacy.py @@ -0,0 +1,66 @@ +import json +from dataclasses import dataclass +from typing import Callable + + +@dataclass +class Report: + title: str + content: str + + def to_csv(self) -> str: + return f"{self.title}, {self.content}\n" + + def to_json(self) -> str: + return json.dumps( + { + "title": self.title, + "content": self.content, + }, + indent=4, + ) + + +type ExportFn = Callable[[str, Report], None] + + +def export_to_csv(filename: str, report: Report) -> None: + print("Exporting to CSV...") + with open(filename, "w") as f: + f.write(report.to_csv()) + print("Done.") + + +def export_to_json(filename: str, report: Report) -> None: + print("Exporting to JSON...") + with open(filename, "w") as f: + json.dump(report.to_json(), f) + print("Done.") + + +EXPORTERS = { + "csv": export_to_csv, + "json": export_to_json, +} + + +def get_exporter(format: str) -> ExportFn: + """Factory function to get the appropriate exporter function based on format string.""" + if format in EXPORTERS: + return EXPORTERS[format] + else: + raise ValueError(f"Unsupported export format: {format}") + + +def main() -> None: + report = Report( + title="Quarterly Earnings", + content="Here are the earnings for the last quarter...", + ) + + export_fn = get_exporter("json") + export_fn("report.json", report) + + +if __name__ == "__main__": + main() diff --git a/2025/anti/overengineering_after.py b/2025/anti/overengineering_after.py new file mode 100644 index 0000000..4cfb7ee --- /dev/null +++ b/2025/anti/overengineering_after.py @@ -0,0 +1,59 @@ +import json +from dataclasses import dataclass +from typing import Callable + + +@dataclass +class Report: + title: str + content: str + + +type ExportFn = Callable[[str, Report], None] + + +def export_to_csv(filename: str, report: Report) -> None: + print("Exporting to CSV...") + csv_data = f"{report.title}, {report.content}\n" + with open(filename, "w") as f: + f.write(csv_data) + print("Done.") + + +def export_to_json(filename: str, report: Report) -> None: + print("Exporting to JSON...") + json_data = { + "title": report.title, + "content": report.content, + } + with open(filename, "w") as f: + json.dump(json_data, f) + print("Done.") + + +EXPORTERS = { + "csv": export_to_csv, + "json": export_to_json, +} + + +def get_exporter(format: str) -> ExportFn: + """Factory function to get the appropriate exporter function based on format string.""" + if format in EXPORTERS: + return EXPORTERS[format] + else: + raise ValueError(f"Unsupported export format: {format}") + + +def main() -> None: + report = Report( + title="Quarterly Earnings", + content="Here are the earnings for the last quarter...", + ) + + export_fn = get_exporter("json") + export_fn("report.json", report) + + +if __name__ == "__main__": + main() diff --git a/2025/anti/overengineering_before.py b/2025/anti/overengineering_before.py new file mode 100644 index 0000000..5770be1 --- /dev/null +++ b/2025/anti/overengineering_before.py @@ -0,0 +1,69 @@ +import json +from abc import ABC, abstractmethod +from dataclasses import dataclass + + +@dataclass +class Report: + title: str + content: str + + +class Exporter(ABC): + """Abstract base class for data exporters.""" + + @abstractmethod + def export(self, filename: str, report: Report) -> None: + pass + + +class CSVExporter(Exporter): + """Exporter for CSV format.""" + + def export(self, filename: str, report: Report) -> None: + csv_data = f"{report.title}, {report.content}\n" + print("Exporting to CSV...") + with open(filename, "w") as f: + f.write(csv_data) + print("Done.") + + +class JSONExporter(Exporter): + """Exporter for JSON format.""" + + def export(self, filename: str, report: Report) -> None: + print("Exporting to JSON...") + json_data = { + "title": report.title, + "content": report.content, + } + with open(filename, "w") as f: + json.dump(json_data, f) + print("Done.") + + +class ExporterFactory: + """Factory for creating exporters based on format string.""" + + @staticmethod + def get_exporter(format: str) -> Exporter: + if format == "csv": + return CSVExporter() + elif format == "json": + return JSONExporter() + else: + raise ValueError(f"Unsupported export format: {format}") + + +def main() -> None: + report = Report( + title="Quarterly Earnings", + content="Here are the earnings for the last quarter...", + ) + + exporter = ExporterFactory.get_exporter("json") + exporter.export("report.json", report) + + +if __name__ == "__main__": + main() diff --git a/2025/anti/overriding_new_after.py b/2025/anti/overriding_new_after.py new file mode 100644 index 0000000..b11e910 --- /dev/null +++ b/2025/anti/overriding_new_after.py @@ -0,0 +1,47 @@ +from enum import StrEnum +from typing import Callable + + +class PaymentMethod(StrEnum): + PAYPAL = "paypal" + CARD = "card" + + +type PaymentFn = Callable[[int], None] + + +def pay_paypal(amount: int) -> None: + print(f"Paying {amount} using Paypal") + + +def pay_stripe(amount: int) -> None: + print(f"Paying {amount} using Stripe") + + +def get_payment_method(payment_type: str) -> PaymentFn: + if payment_type == PaymentMethod.PAYPAL: + return pay_paypal + elif payment_type == PaymentMethod.CARD: + return pay_stripe + else: + raise ValueError(f"Unsupported payment type: {payment_type}") + + +PAYMENT_METHODS: dict[PaymentMethod, PaymentFn] = { + PaymentMethod.CARD: pay_stripe, + PaymentMethod.PAYPAL: pay_paypal, +} + + +def main(): + # using the dictionary + my_payment_fn = PAYMENT_METHODS[PaymentMethod.PAYPAL] + my_payment_fn(100) + + # using the function + my_payment_fn = get_payment_method("card") + my_payment_fn(100) + + +if __name__ == "__main__": + main() diff --git a/2025/anti/overriding_new_before.py b/2025/anti/overriding_new_before.py new file mode 100644 index 0000000..e63ba6b --- /dev/null +++ b/2025/anti/overriding_new_before.py @@ -0,0 +1,30 @@ +class Payment: + def __new__(cls, payment_type: str): + if payment_type == "paypal": + return object.__new__(PaypalPayment) + elif payment_type == "card": + return object.__new__(StripePayment) + else: + raise ValueError(f"Unsupported payment type: {payment_type}") + + def pay(self, amount: int) -> None: + raise NotImplementedError + + +class PaypalPayment(Payment): + def pay(self, amount: int) -> None: + print(f"Paying {amount} using Paypal") + + +class StripePayment(Payment): + def pay(self, amount: int) -> None: + print(f"Paying {amount} using Stripe") + + +def main() -> None: + my_payment = Payment("card") + my_payment.pay(100) + + +if __name__ == "__main__": + main() diff --git a/2025/anti/pyproject.toml b/2025/anti/pyproject.toml new file mode 100644 index 0000000..e53b298 --- /dev/null +++ b/2025/anti/pyproject.toml @@ -0,0 +1,11 @@ +[project] +name = "anti-patterns" +version = "0.1.0" +requires-python = ">=3.13" +dependencies = [ + "numpy>=2.2.4", + "pandas>=2.2.3", + "python-dotenv>=1.1.0", + "python-lokalise-api>=3.2.0", + "streamlit>=1.44.1", +] diff --git a/2025/anti/static_methods_after.py b/2025/anti/static_methods_after.py new file mode 100644 index 0000000..15195d7 --- /dev/null +++ b/2025/anti/static_methods_after.py @@ -0,0 +1,23 @@ +import numpy as np +import pandas as pd +from data_processing import encode_categorical, fill_missing_values, normalize_columns + + +def main() -> None: + df = pd.DataFrame( + { + "age": [25, 30, np.nan, 22], + "income": [50000, 60000, 55000, np.nan], + "gender": ["male", "female", "female", "male"], + } + ) + + df = fill_missing_values(df) + df = normalize_columns(df, ["age", "income"]) + df = encode_categorical(df, ["gender"]) + + print(df) + + +if __name__ == "__main__": + main() diff --git a/2025/anti/static_methods_before.py b/2025/anti/static_methods_before.py new file mode 100644 index 0000000..d49f8fb --- /dev/null +++ b/2025/anti/static_methods_before.py @@ -0,0 +1,47 @@ +import numpy as np +import pandas as pd + + +class DataPreprocessingUtils: + @staticmethod + def fill_missing_values(df: pd.DataFrame) -> pd.DataFrame: + """Fill missing numeric values with the median of each column.""" + return df.fillna(df.median(numeric_only=True)) + + @staticmethod + def normalize_columns(df: pd.DataFrame, columns: list[str]) -> pd.DataFrame: + """Min-max normalize specified columns in the DataFrame.""" + df = df.copy() + for col in columns: + min_val = df[col].min() + max_val = df[col].max() + if min_val == max_val: + df[col] = 0.0 # avoid division by zero + else: + df[col] = (df[col] - min_val) / (max_val - min_val) + return df + + @staticmethod + def encode_categorical(df: pd.DataFrame, columns: list[str]) -> pd.DataFrame: + """Convert categorical columns into one-hot encoded columns.""" + return 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+from typing import Self + + +@dataclass(frozen=True) +class HTMLPage: + title: str + metadata: dict[str, str] + body_elements: list[str] + + def render(self) -> str: + body = "\n".join(self.body_elements) + meta_tags = "\n".join( + f'' + for name, value in self.metadata.items() + ) + return f""" + + + {self.title} + {meta_tags} + + + {body} + + """ + + +class HTMLBuilder: + def __init__(self) -> None: + self._title: str = "Untitled" + self._body: list[str] = [] + self._metadata: dict[str, str] = {} + + def set_title(self, title: str) -> Self: + self._title = title + return self + + def add_header(self, text: str, level: int = 1) -> Self: + self._body.append(f"{text}") + return self + + def add_paragraph(self, text: str) -> Self: + self._body.append(f"

{text}

") + return self + + def add_button(self, label: str, onclick: str = "#") -> Self: + self._body.append( + f"" + ) + return self + + def add_metadata(self, name: str, content: str) -> Self: + self._metadata[name] = content + return self + + def build(self) -> HTMLPage: + return HTMLPage(self._title, self._metadata, self._body) diff --git a/2025/builder/main.py b/2025/builder/main.py new file mode 100644 index 0000000..e3c88b9 --- /dev/null +++ b/2025/builder/main.py @@ -0,0 +1,29 @@ +from htmlbuilder import HTMLBuilder +from viewer import HTMLViewer + + +def main() -> None: + # --- Build UI Page --- + builder = HTMLBuilder() + page = ( + builder.set_title("Builder Pattern UI") + .add_header("Hello from Python!", level=1) + .add_paragraph("This page was generated using the Builder Pattern.") + .add_button("Visit ArjanCodes", onclick="https://www.arjancodes.com/") + .build() + ) + + # --- Write to HTML File --- + file_path = "page.html" + with open(file_path, "w") as f: + f.write(page.render()) + + print("HTML page written to 'page.html'") + + # --- Start Viewer --- + viewer = HTMLViewer(filename=file_path) + viewer.start() + + +if __name__ == "__main__": + main() diff --git a/2025/builder/matplotlib_example.py b/2025/builder/matplotlib_example.py new file mode 100644 index 0000000..7920079 --- /dev/null +++ b/2025/builder/matplotlib_example.py @@ -0,0 +1,16 @@ +import matplotlib.pyplot as plt + +fig, ax = plt.subplots() + +fruits = ["apple", "blueberry", "cherry", "orange"] +counts = [40, 100, 30, 55] +bar_labels = ["red", "blue", "_red", "orange"] +bar_colors = ["tab:red", "tab:blue", "tab:red", "tab:orange"] + +ax.bar(fruits, counts, label=bar_labels, color=bar_colors) + +ax.set_ylabel("fruit supply") +ax.set_title("Fruit supply by kind and color") +ax.legend(title="Fruit color") + +plt.show() diff --git a/2025/builder/pandas_example.py b/2025/builder/pandas_example.py new file mode 100644 index 0000000..cdea250 --- /dev/null +++ b/2025/builder/pandas_example.py @@ -0,0 +1,11 @@ +import pandas as pd + +df = pd.DataFrame({"A": [1, 2], "B": [3, 4]}) +styled = ( + df.style.set_caption("Styled DataFrame") + .highlight_max(axis=0) + .format("{:.2f}") + .background_gradient(cmap="viridis") +) + +print(styled.to_html()) diff --git a/2025/builder/pyproject.toml b/2025/builder/pyproject.toml new file mode 100644 index 0000000..cf6e474 --- /dev/null +++ b/2025/builder/pyproject.toml @@ -0,0 +1,9 @@ +[project] +name = "builder" +version = "0.1.0" +requires-python = ">=3.13" +dependencies = [ + "jinja2>=3.1.6", + "matplotlib>=3.10.3", + "pandas>=2.3.0", +] diff --git a/2025/builder/uv.lock b/2025/builder/uv.lock new file mode 100644 index 0000000..d2431f4 --- /dev/null +++ b/2025/builder/uv.lock @@ -0,0 +1,328 @@ +version = 1 +revision = 2 +requires-python = ">=3.13" + +[[package]] +name = "builder" +version = "0.1.0" +source = { virtual = "." } +dependencies = [ + { name = "jinja2" }, + { name = "matplotlib" }, + { name = 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upload-time = "2025-03-23T13:54:41.845Z" }, +] diff --git a/2025/builder/viewer.py b/2025/builder/viewer.py new file mode 100644 index 0000000..45ba5c9 --- /dev/null +++ b/2025/builder/viewer.py @@ -0,0 +1,32 @@ +import http.server +import os +import socketserver +import webbrowser + + +class HTMLViewer: + def __init__(self, filename: str, port: int = 8000) -> None: + self.filename = filename + self.port = port + self._server: socketserver.TCPServer | None = None + + def _open_browser(self) -> None: + url = f"http://localhost:{self.port}/{self.filename}" + webbrowser.open(url) + + def _serve(self) -> None: + handler = http.server.SimpleHTTPRequestHandler + with socketserver.TCPServer(("", self.port), handler) as httpd: + self._server = httpd + self._open_browser() + print(f"Serving '{self.filename}' at http://localhost:{self.port}") + try: + httpd.serve_forever() + except KeyboardInterrupt: + print("\nKeyboard interrupt received. Shutting down server...") + httpd.shutdown() + httpd.server_close() + + def start(self) -> None: + os.chdir(os.path.dirname(os.path.abspath(self.filename))) + self._serve() diff --git a/2025/context/.python-version b/2025/context/.python-version new file mode 100644 index 0000000..24ee5b1 --- /dev/null +++ b/2025/context/.python-version @@ -0,0 +1 @@ +3.13 diff --git a/2025/context/before.py b/2025/context/before.py new file mode 100644 index 0000000..ec5aaa9 --- /dev/null +++ b/2025/context/before.py @@ -0,0 +1,38 @@ +import logging +from db import db_session, init_db, Article, Session + +# ----------------------------------- +# Application Logic +# ----------------------------------- + +def render_article(article_id: int, db: Session, logger: logging.Logger, api_key: str) -> str: + article = db.query(Article).filter(Article.id == article_id).first() + if not article: + logger.error(f"Article {article_id} not found.") + return "

Article not found.

" + + logger.info(f"Rendering article {article_id} using API key {api_key[:4]}...") + html = f"

{article.title}

{article.body}

" + return html + +def main() -> None: + logging.basicConfig(level=logging.INFO) + logger = logging.getLogger("app") + + init_db() + + with db_session() as session: + + api_key = "abcdef123456" + + html = render_article(1, session, logger, api_key) + print(html) + + html = render_article(999, session, logger, api_key) # not found + print(html) + + +if __name__ == "__main__": + main() + + diff --git a/2025/context/context_v1.py b/2025/context/context_v1.py new file mode 100644 index 0000000..550eff0 --- /dev/null +++ b/2025/context/context_v1.py @@ -0,0 +1,57 @@ +import logging +from dataclasses import dataclass +from typing import Any +from db import db_session, init_db, Article , Session + +# ----------------------------------- +# Context Object +# ----------------------------------- + +@dataclass +class AppContext: + user_id: int + db: Session + logger: logging.Logger + config: dict[str, Any] + +# ----------------------------------- +# Application Logic +# ----------------------------------- + +def render_article(article_id: int, context: AppContext) -> str: + article = context.db.query(Article).filter(Article.id == article_id).first() + if not article: + context.logger.error(f"Article {article_id} not found.") + return "

Article not found.

" + + context.logger.info(f"Rendering article {article_id}") + html = f"

{article.title}

{article.body}

" + return html +# ----------------------------------- +# Entry Point +# ----------------------------------- + +def main() -> None: + logging.basicConfig(level=logging.INFO) + logger = logging.getLogger("app") + + init_db() + + with db_session() as session: + context = AppContext( + user_id=42, + db=session, + logger=logger, + config={"api_key": "abcdef123456"}, + ) + + html = render_article(1, context) + print(html) + + html = render_article(999, context) # not found + print(html) + +if __name__ == "__main__": + main() + + diff --git a/2025/context/context_v2.py b/2025/context/context_v2.py new file mode 100644 index 0000000..1bc45b5 --- /dev/null +++ b/2025/context/context_v2.py @@ -0,0 +1,78 @@ +import logging +from dataclasses import dataclass +from typing import Protocol, Any +from db import db_session, init_db, Article + +# ----------------------------------- +# Protocols for loose coupling +# ----------------------------------- + +class LoggerProtocol(Protocol): + def info(self, msg: str, *args: Any, **kwargs: Any) -> None: ... + def error(self, msg: str, *args: Any, **kwargs: Any) -> None: ... + +class DBProtocol(Protocol): + def query(self, *args: Any, **kwargs: Any) -> Any: ... + +# ----------------------------------- +# Context Object +# ----------------------------------- + +@dataclass +class AppContext: + user_id: int + db: DBProtocol + logger: LoggerProtocol + config: dict[str, Any] + +# ----------------------------------- +# Application Logic +# ----------------------------------- + +def render_article(article_id: int, db: DBProtocol, logger: LoggerProtocol) -> str: + article = db.query(Article).filter(Article.id == article_id).first() + if not article: + logger.error(f"Article {article_id} not found.") + return "

Article not found.

" + + logger.info(f"Rendering article {article_id}") + html = f"

{article.title}

{article.body}

" + return html + +def send_to_external_service(html: str, api_key: str) -> None: + print(f"Sending to API with key {api_key[:4]}... Content: {html[:30]}...") + +def publish_article(article_id: int, context: AppContext) -> None: + html = render_article( + article_id, + db=context.db, + logger=context.logger, + ) + send_to_external_service(html, context.config['api_key']) + +# ----------------------------------- +# Entry Point +# ----------------------------------- + +def main() -> None: + logging.basicConfig(level=logging.INFO) + logger = logging.getLogger("app") + + init_db() + + with db_session() as session: + context = AppContext( + user_id=42, + db=session, + logger=logger, + config={"api_key": "abcdef123456"}, + ) + + publish_article(1, context) + publish_article(2, context) + publish_article(999, context) # Not found example + +if __name__ == "__main__": + main() + + diff --git a/2025/context/db.py b/2025/context/db.py new file mode 100644 index 0000000..cbd8b57 --- /dev/null +++ b/2025/context/db.py @@ -0,0 +1,34 @@ +from contextlib import contextmanager +from sqlalchemy import Column, Integer, String, create_engine +from sqlalchemy.orm import Session, declarative_base, sessionmaker +from typing import Generator + +Base = declarative_base() + +class Article(Base): + __tablename__ = "articles" + + id = Column(Integer, primary_key=True) + title = Column(String) + body = Column(String) + +# SQLite in-memory DB for demo purposes +engine = create_engine("sqlite:///:memory:", echo=False, future=True) +SessionLocal = sessionmaker(bind=engine, expire_on_commit=False) + +def init_db() -> None: + Base.metadata.create_all(bind=engine) + with db_session() as session: + session.add_all([ + Article(id=1, title="Hello", body="World!"), + Article(id=2, title="Python", body="Is Awesome"), + ]) + session.commit() + +@contextmanager +def db_session() -> Generator[Session, None, None]: + session = SessionLocal() + try: + yield session + finally: + session.close() \ No newline at end of file diff --git a/2025/context/pyproject.toml b/2025/context/pyproject.toml new file mode 100644 index 0000000..b700562 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+++ b/2025/dataclasses/fastapi_example.py @@ -0,0 +1,44 @@ +import secrets + +import uvicorn +from fastapi import FastAPI, HTTPException +from pydantic import BaseModel + +app = FastAPI() + + +class Book(BaseModel): + title: str + author: str + pages: int = 0 + + +books_db: dict[str, Book] = {} + + +def generate_id() -> str: + # Generate a 24-character hex string (like MongoDB ObjectID) + return secrets.token_hex(12) + + +@app.post("/books/") +def create_book(book: Book): + book_id = generate_id() + books_db[book_id] = book + return {"id": book_id, "book": book} + + +@app.get("/books/{book_id}") +def get_book(book_id: str): + if book_id not in books_db: + raise HTTPException(status_code=404, detail="Book not found") + return {"id": book_id, "book": books_db[book_id]} + + +@app.get("/books/") +def list_books(): + return [{"id": book_id, "book": book} for book_id, book in books_db.items()] + + +if __name__ == "__main__": + uvicorn.run(app, host="0.0.0.0", port=8000) diff --git a/2025/dataclasses/fastapi_model_example.py b/2025/dataclasses/fastapi_model_example.py new file mode 100644 index 0000000..a107266 --- /dev/null +++ b/2025/dataclasses/fastapi_model_example.py @@ -0,0 +1,70 @@ +import secrets +from dataclasses import dataclass, field + +import uvicorn +from fastapi import FastAPI, HTTPException +from pydantic import BaseModel + +app = FastAPI() + +# --- DOMAIN MODEL --- + + +def generate_id() -> str: + return secrets.token_hex(12) + + +@dataclass +class Book: + title: str + author: str + pages: int = 0 + id: str = field(default_factory=generate_id) + + +# --- Pydantic MODELS for API --- + + +class BookCreate(BaseModel): + title: str + author: str + pages: int = 0 + + +class BookResponse(BaseModel): + id: str + title: str + author: str + pages: int + + +# --- FAKE DB --- + +books_db: dict[str, Book] = {} + + +# --- ROUTES --- + + +@app.post("/books/", response_model=BookResponse) +def create_book(book_data: BookCreate): + book = Book(**book_data.dict()) # ID is generated automatically + books_db[book.id] = book + return BookResponse(**book.__dict__) + + +@app.get("/books/{book_id}", response_model=BookResponse) +def get_book(book_id: str): + book = books_db.get(book_id) + if not book: + raise HTTPException(status_code=404, detail="Book not found") + return BookResponse(**book.__dict__) + + +@app.get("/books/", response_model=list[BookResponse]) +def list_books(): + return [BookResponse(**book.__dict__) for book in books_db.values()] + + +if __name__ == "__main__": + uvicorn.run(app, host="0.0.0.0", port=8000) diff --git a/2025/dataclasses/fastapi_model_example_v2.py b/2025/dataclasses/fastapi_model_example_v2.py new file mode 100644 index 0000000..a029e62 --- /dev/null +++ b/2025/dataclasses/fastapi_model_example_v2.py @@ -0,0 +1,74 @@ +import secrets + +import uvicorn +from fastapi import FastAPI, HTTPException +from pydantic import BaseModel, dataclasses + +app = FastAPI() + +# --- DOMAIN MODEL (Pydantic Dataclass) --- + + +def generate_id() -> str: + return secrets.token_hex(12) + + +@dataclasses.dataclass +class Book: + title: str + author: str + pages: int = 0 + id: str = dataclasses.Field(default_factory=generate_id) + + +# --- API MODELS (Pydantic BaseModels) --- + + +class BookCreate(BaseModel): + title: str + author: str + pages: int = 0 + + class Config: + from_attributes = True + + +class BookResponse(BaseModel): + id: str + title: str + author: str + pages: int + + class Config: + from_attributes = True + + +# --- FAKE IN-MEMORY DB --- + +books_db: dict[str, Book] = {} + +# --- ROUTES --- + + +@app.post("/books/", response_model=BookResponse) +def create_book(book_data: BookCreate): + book = Book(**book_data.model_dump()) + books_db[book.id] = book + return BookResponse.model_validate(book) + + +@app.get("/books/{book_id}", response_model=BookResponse) +def get_book(book_id: str): + book = books_db.get(book_id) + if not book: + raise HTTPException(status_code=404, detail="Book not found") + return BookResponse.model_validate(book) + + +@app.get("/books/", response_model=list[BookResponse]) +def list_books(): + return [BookResponse.model_validate(book) for book in books_db.values()] + + +if __name__ == "__main__": + uvicorn.run(app, host="0.0.0.0", port=8000) diff --git a/2025/dataclasses/fastapi_sqlalchemy.py b/2025/dataclasses/fastapi_sqlalchemy.py new file mode 100644 index 0000000..0f00419 --- /dev/null +++ b/2025/dataclasses/fastapi_sqlalchemy.py @@ -0,0 +1,105 @@ +import secrets + +import uvicorn +from fastapi import Depends, FastAPI, HTTPException +from pydantic import BaseModel +from sqlalchemy import Integer, String, create_engine +from sqlalchemy.orm import ( + DeclarativeBase, + Mapped, + Session, + mapped_column, + sessionmaker, +) + +# --- Database setup --- + +DATABASE_URL = "sqlite:///./books.db" +engine = create_engine(DATABASE_URL, connect_args={"check_same_thread": False}) + +SessionLocal = sessionmaker(bind=engine, autoflush=False) + + +# declarative base class +class Base(DeclarativeBase): + pass + + +# --- SQLAlchemy ORM model --- + + +class Book(Base): + __tablename__ = "books" + + id: Mapped[str] = mapped_column( + primary_key=True, default=lambda: secrets.token_hex(12) + ) + title: Mapped[str] = mapped_column(String, nullable=False) + author: Mapped[str] = mapped_column(String, nullable=False) + pages: Mapped[int] = mapped_column(Integer, default=0) + + +# --- Pydantic models --- + + +class BookCreate(BaseModel): + title: str + author: str + pages: int = 0 + + +class BookResponse(BaseModel): + id: str + title: str + author: str + pages: int + + class Config: + from_attributes = True # allows conversion from ORM objects + + +# --- Dependency to get a DB session --- + + +def get_db(): + db = SessionLocal() + try: + yield db + finally: + db.close() + + +# --- FastAPI setup --- + +app = FastAPI() + +# Create tables +Base.metadata.create_all(bind=engine) + +# --- Routes --- + + +@app.post("/books/", response_model=BookResponse) +def create_book(book_data: BookCreate, db: Session = Depends(get_db)): + book = Book(**book_data.model_dump()) + db.add(book) + db.commit() + db.refresh(book) + return book + + +@app.get("/books/{book_id}", response_model=BookResponse) +def get_book(book_id: str, db: Session = Depends(get_db)): + book = db.get(Book, book_id) + if not book: + raise HTTPException(status_code=404, detail="Book not found") + return book + + +@app.get("/books/", response_model=list[BookResponse]) +def list_books(db: Session = Depends(get_db)): + return db.query(Book).all() + + +if __name__ == "__main__": + uvicorn.run(app, host="0.0.0.0", port=8000) diff --git a/2025/dataclasses/pydantic_dc.py b/2025/dataclasses/pydantic_dc.py new file mode 100644 index 0000000..a12bfc1 --- /dev/null +++ b/2025/dataclasses/pydantic_dc.py @@ -0,0 +1,45 @@ +from pydantic import BaseModel, ValidationError, validator +from pydantic.dataclasses import dataclass + + +@dataclass +class Book: + title: str + pages: int + + @validator("pages") + def pages_must_be_positive(cls, v: int): + if v < 0: + raise ValueError("Pages must be a positive integer") + return v + + +class Author(BaseModel): + name: str + age: int + + @validator("age") + def age_must_be_positive(cls, v: int): + if v < 0: + raise ValueError("Age must be a positive integer") + return v + + +def main() -> None: + # Valid input + book = Book(title="1984", pages=328) # pages will be converted to int + + # print(book.model_dump()) # {'title': '1984', 'pages': 328} + + # Invalid input ā€“ will raise a ValidationError + try: + bad_book = Book(title="The Hobbit", pages="three hundred") + except ValidationError as e: + print(e) + + author = Author(name="J.R.R. Tolkien", age=81) + print(author.model_dump()) # {'name': 'J.R.R. Tolkien', 'age': 81} + + +if __name__ == "__main__": + main() diff --git a/2025/dataclasses/pyproject.toml b/2025/dataclasses/pyproject.toml new file mode 100644 index 0000000..4266fb1 --- /dev/null +++ b/2025/dataclasses/pyproject.toml @@ -0,0 +1,10 @@ +[project] +name = "dataclasses_vs_pydantic" +version = "0.1.0" +requires-python = ">=3.13" +dependencies = [ + "fastapi>=0.115.12", + "pydantic>=2.11.4", + "sqlalchemy>=2.0.41", + "uvicorn>=0.34.2", +] diff --git a/2025/dataclasses/uv.lock b/2025/dataclasses/uv.lock new file mode 100644 index 0000000..bf324b5 --- /dev/null +++ b/2025/dataclasses/uv.lock @@ -0,0 +1,241 @@ +version = 1 +revision = 2 +requires-python = ">=3.13" + +[[package]] +name = "annotated-types" +version = "0.7.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = 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file mode 100644 index 0000000..785c236 --- /dev/null +++ b/2025/functions/1_lambda.py @@ -0,0 +1,7 @@ +def main() -> None: + greet = lambda name: f"Hello, {name}!" + print(greet("Alice")) # "Hello, Alice!" + + +if __name__ == "__main__": + main() diff --git a/2025/functions/2_partial.py b/2025/functions/2_partial.py new file mode 100644 index 0000000..f3338be --- /dev/null +++ b/2025/functions/2_partial.py @@ -0,0 +1,15 @@ +from functools import partial + + +def power(base: float, exponent: float) -> float: + return base**exponent + + +def main() -> None: + # Create a partial function that always raises to the power of 2 + square = partial(power, exponent=2) + print(square(4)) # 16 + + +if __name__ == "__main__": + main() diff --git a/2025/functions/3_decorator.py b/2025/functions/3_decorator.py new file mode 100644 index 0000000..72588c0 --- /dev/null +++ b/2025/functions/3_decorator.py @@ -0,0 +1,30 @@ +from functools import wraps +from typing import Any, Callable + + +def print_result( + fmt: str = "Result: {}", +) -> Callable[[Callable[[Any], Any]], Callable[[Any], Any]]: + def decorator(func: Callable[[Any], Any]) -> Callable[[Any], Any]: + @wraps(func) + def wrapper(x: Any) -> Any: + result = func(x) + print(fmt.format(result)) + return result + + return wrapper + + return decorator + + +@print_result(fmt="Computed value => {}") +def double(x: int) -> int: + return x * 2 + + +def main() -> None: + double(5) + + +if __name__ == "__main__": + main() diff --git a/2025/functions/4_call_dunder.py b/2025/functions/4_call_dunder.py new file mode 100644 index 0000000..15e88b4 --- /dev/null +++ b/2025/functions/4_call_dunder.py @@ -0,0 +1,12 @@ +class Greeter: + def __call__(self, name: str) -> str: + return f"Hello, {name}!" + + +def main() -> None: + greet = Greeter() + print(greet("Alice")) # Output: "Hello, Alice!" + + +if __name__ == "__main__": + main() diff --git a/2025/functions/5_exec.py b/2025/functions/5_exec.py new file mode 100644 index 0000000..f603d17 --- /dev/null +++ b/2025/functions/5_exec.py @@ -0,0 +1,8 @@ +def main() -> None: + exec("def add(x, y): return x + y") + + print(add(3, 4)) # 7 + + +if __name__ == "__main__": + main() diff --git a/2025/functions/6_eval.py b/2025/functions/6_eval.py new file mode 100644 index 0000000..d2fd86e --- /dev/null +++ b/2025/functions/6_eval.py @@ -0,0 +1,7 @@ +def main() -> None: + func = eval("lambda x: x * 2") + print(func(5)) # 10 + + +if __name__ == "__main__": + main() diff --git a/2025/functions/7_new_class_type.py b/2025/functions/7_new_class_type.py new file mode 100644 index 0000000..dd10133 --- /dev/null +++ b/2025/functions/7_new_class_type.py @@ -0,0 +1,11 @@ +import types + +# Dynamically create a class with a __call__ method +DynamicFunction = types.new_class( + "DynamicFunction", + (), + {}, + exec_body=lambda ns: ns.update({"__call__": lambda self, x: x * 2}), +) +double = DynamicFunction() +print(double(5)) # 10 diff --git a/2025/functions/8_code_type.py b/2025/functions/8_code_type.py new file mode 100644 index 0000000..ca8a8c0 --- /dev/null +++ b/2025/functions/8_code_type.py @@ -0,0 +1,47 @@ +import types + +# 3.10 Bytecode: +# 0 LOAD_FAST 0 (x) +# 2 LOAD_CONST 1 (42) +# 4 BINARY_ADD +# 6 RETURN_VALUE + +bytecode = bytes( + [ + 124, + 0, # LOAD_FAST x (arg 0) + 100, + 1, # LOAD_CONST 42 (arg 1) + 23, + 0, # BINARY_ADD + 83, + 0, # RETURN_VALUE + ] +) + +constants = (None, 42) +varnames = ("x",) + +# Create a CodeType for 3.10 +code = types.CodeType( + 1, # co_argcount + 0, # co_posonlyargcount + 0, # co_kwonlyargcount + 1, # co_nlocals + 2, # co_stacksize + 0x43, # co_flags (OPTIMIZED | NEWLOCALS | NOFREE) + bytecode, # co_code + constants, # co_consts + (), # co_names + varnames, # co_varnames + "", # co_filename + "add_42", # co_name + 1, # co_firstlineno + b"\x00\x01", # co_lnotab + (), # co_freevars + (), # co_cellvars +) + +func = types.FunctionType(code, globals(), "add_42") + +print(func(5)) # āœ… Output: 47 diff --git a/2025/functions/pyproject.toml b/2025/functions/pyproject.toml new file mode 100644 index 0000000..1ec9234 --- /dev/null +++ b/2025/functions/pyproject.toml @@ -0,0 +1,6 @@ +[project] +name = "functions" +version = "0.1.0" +requires-python = ">=3.10,<3.11" +dependencies = [ +] diff --git a/2025/functions/uv.lock b/2025/functions/uv.lock new file mode 100644 index 0000000..a8b8ebc --- /dev/null +++ b/2025/functions/uv.lock @@ -0,0 +1,8 @@ +version = 1 +revision = 2 +requires-python = "==3.10.*" + +[[package]] +name = "functions" +version = "0.1.0" +source = { virtual = "." } diff --git a/2025/libraries/fastapi_page_example.py b/2025/libraries/fastapi_page_example.py new file mode 100644 index 0000000..5765a13 --- /dev/null +++ b/2025/libraries/fastapi_page_example.py @@ -0,0 +1,37 @@ +import uvicorn +from fastapi import FastAPI +from fastapi_pagination import Page, add_pagination, paginate +from pydantic import BaseModel + +app = FastAPI() + + +# --- Define your Pydantic model --- +class Item(BaseModel): + id: int + name: str + + +# --- Fake database --- +items_db: list[Item] = [ + Item(id=i, name=f"Item {i}") for i in range(1, 101) +] # 100 items + + +# --- Paginated endpoint --- +@app.get("/items", response_model=Page[Item]) +def get_items(): + return paginate(items_db) + + +# --- Activate pagination --- +add_pagination(app) + + +def main() -> None: + uvicorn.run("fastapi_page_example:app", host="127.0.0.1", port=8000, reload=True) + + +# --- Run server directly --- +if __name__ == "__main__": + main() diff --git a/2025/libraries/flet_example.py b/2025/libraries/flet_example.py new file mode 100644 index 0000000..04c414c --- /dev/null +++ b/2025/libraries/flet_example.py @@ -0,0 +1,8 @@ +import flet as ft + + +def main(page: ft.Page): + page.add(ft.Text("Hello, Flet!")) + + +ft.app(target=main) diff --git a/2025/libraries/httpx_example.py b/2025/libraries/httpx_example.py new file mode 100644 index 0000000..789b3c1 --- /dev/null +++ b/2025/libraries/httpx_example.py @@ -0,0 +1,6 @@ +import httpx + +response = httpx.get( + "https://business.arjancodes.com/api/v0/courses/66951fb842a33dd06c85e343" +) +print(response.json()) diff --git a/2025/libraries/hypothesis_example.py b/2025/libraries/hypothesis_example.py new file mode 100644 index 0000000..bcccb39 --- /dev/null +++ b/2025/libraries/hypothesis_example.py @@ -0,0 +1,7 @@ +from hypothesis import given +from hypothesis.strategies import integers, lists + + +@given(lists(integers())) +def test_sort_idempotent(xs: list[int]) -> None: + assert sorted(sorted(xs)) == sorted(xs) diff --git a/2025/libraries/nicegui_example.py b/2025/libraries/nicegui_example.py new file mode 100644 index 0000000..b03f15e --- /dev/null +++ b/2025/libraries/nicegui_example.py @@ -0,0 +1,5 @@ +from nicegui import ui + +ui.label("Hello from NiceGUI!") +ui.button("Click me", on_click=lambda: ui.notify("Clicked!")) +ui.run() diff --git a/2025/libraries/pydantic_ai_example.py b/2025/libraries/pydantic_ai_example.py new file mode 100644 index 0000000..a759392 --- /dev/null +++ b/2025/libraries/pydantic_ai_example.py @@ -0,0 +1,12 @@ +from pydantic_ai import Agent + +agent = Agent( + "google-gla:gemini-1.5-flash", + system_prompt="Be concise, reply with one sentence.", +) + +result = agent.run_sync('Where does "hello world" come from?') +print(result.output) +""" +The first known use of "hello, world" was in a 1974 textbook about the C programming language. +""" diff --git a/2025/libraries/pyproject.toml b/2025/libraries/pyproject.toml new file mode 100644 index 0000000..7d6a45b --- /dev/null +++ b/2025/libraries/pyproject.toml @@ -0,0 +1,21 @@ +[project] +name = "libraries" +version = "0.1.0" +requires-python = ">=3.13" +dependencies = [ + "fastapi>=0.115.13", + "fastapi-pagination>=0.13.2", + "flet[all]>=0.28.3", + "httpx>=0.28.1", + "hypothesis>=6.135.14", + "nicegui>=2.20.0", + "pydantic-ai>=0.3.2", + "pydantic-settings>=2.10.0", + "pytest>=8.4.1", + 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b/2025/libraries/settings.env @@ -0,0 +1,2 @@ +DATABASE_URL=postgresql://user:pass@localhost:5432/mydb +DEBUG=true \ No newline at end of file diff --git a/2025/libraries/tabulate_example.py b/2025/libraries/tabulate_example.py new file mode 100644 index 0000000..acf8eb1 --- /dev/null +++ b/2025/libraries/tabulate_example.py @@ -0,0 +1,4 @@ +from tabulate import tabulate + +table = [["Alice", 24], ["Bob", 19]] +print(tabulate(table, headers=["Name", "Age"])) diff --git a/2025/libraries/textual_example.py b/2025/libraries/textual_example.py new file mode 100644 index 0000000..09f2148 --- /dev/null +++ b/2025/libraries/textual_example.py @@ -0,0 +1,10 @@ +from textual.app import App +from textual.widgets import Static + + +class MyApp(App): + def compose(self): + yield Static("Hello from Textual!") + + +MyApp().run() diff --git a/2025/libraries/toolz_example.py b/2025/libraries/toolz_example.py new file mode 100644 index 0000000..47328dd --- /dev/null +++ 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}, +] diff --git a/2025/map/basic_example.py b/2025/map/basic_example.py new file mode 100644 index 0000000..9d7dd83 --- /dev/null +++ b/2025/map/basic_example.py @@ -0,0 +1,26 @@ +from typing import TypedDict + + +class User(TypedDict): + name: str + age: int + + +def main() -> None: + users: list[User] = [ + {"name": "Alice", "age": 28}, + {"name": "Bob", "age": 17}, + {"name": "Carol", "age": 35}, + ] + + adult_names: list[str] = [] + + for user in users: + if user["age"] >= 18: + adult_names.append(user["name"].upper()) + + print(adult_names) + + +if __name__ == "__main__": + main() diff --git a/2025/map/basic_example_comp.py b/2025/map/basic_example_comp.py new file mode 100644 index 0000000..60569fa --- /dev/null +++ b/2025/map/basic_example_comp.py @@ -0,0 +1,26 @@ +from typing import TypedDict + + +class User(TypedDict): + name: str + age: int + + +def main() -> None: + users: list[User] = [ + {"name": "Alice", "age": 28}, + {"name": "Bob", "age": 17}, + {"name": "Carol", "age": 35}, + ] + + adult_names: list[str] = [ + + for user in users: + if user["age"] >= 18: + adult_names.append(user["name"].upper()) + + print(adult_names) + + +if __name__ == "__main__": + main() diff --git a/2025/map/basic_example_map.py b/2025/map/basic_example_map.py new file mode 100644 index 0000000..5e792a6 --- /dev/null +++ b/2025/map/basic_example_map.py @@ -0,0 +1,23 @@ +from typing import TypedDict + + +class User(TypedDict): + name: str + age: int + + +def main() -> None: + users: list[User] = [ + {"name": "Alice", "age": 28}, + {"name": "Bob", "age": 17}, + {"name": "Carol", "age": 35}, + ] + + adult_users = filter(lambda u: u["age"] >= 18, users) + adult_names = list(map(lambda u: u["name"].upper(), adult_users)) + + print(adult_names) + + +if __name__ == "__main__": + main() diff --git a/2025/map/benchmark.py b/2025/map/benchmark.py new file mode 100644 index 0000000..2877ed7 --- /dev/null +++ b/2025/map/benchmark.py @@ -0,0 +1,41 @@ +import time +from typing import TypedDict + + +# Setup +class User(TypedDict): + name: str + age: int + + +def main() -> None: + users: list[User] = [ + {"name": "User" + str(i), "age": i % 50} + for i in range(10_000_000) # Increased size + ] + + # For loop + start = time.perf_counter() + adult_names: list[str] = [] + for user in users: + if user["age"] >= 18: + adult_names.append(user["name"].upper()) + end = time.perf_counter() + print("For loop:", end - start) + + # Map/filter + start = time.perf_counter() + adult_users = filter(lambda u: u["age"] >= 18, users) + adult_names = list(map(lambda u: u["name"].upper(), adult_users)) + end = time.perf_counter() + print("Map/filter:", end - start) + + # List comprehension + start = time.perf_counter() + adult_names = [user["name"].upper() for user in users if user["age"] >= 18] + end = time.perf_counter() + print("List comp:", end - start) + + +if __name__ == "__main__": + main() diff --git a/2025/map/complex_logic.py b/2025/map/complex_logic.py new file mode 100644 index 0000000..6124aef --- /dev/null +++ b/2025/map/complex_logic.py @@ -0,0 +1,31 @@ +from typing import Any + + +def transform(data: list[dict[str, Any]]) -> list[int]: + result: list[int] = [] + for item in data: + if item["flag"]: + try: + val = item["a"]["b"].get("c", {}).get("d", 0) + result.append(val + 5) + except KeyError: + result.append(-1) + else: + result.append(-1) + return result + + +def main() -> None: + data: list[dict[str, Any]] = [ + {"flag": True, "a": {"b": {"c": {"d": 1}}}}, + {"flag": False, "a": {"b": {"c": {"d": 2}}}}, + {"flag": True, "a": {"b": {"c": {}}}}, + {"flag": True, "a": {"b": {}}}, + ] + + result = transform(data) + print(result) # Output: [6, -1, 5, 5] + + +if __name__ == "__main__": + main() diff --git a/2025/map/complex_logic_comp.py b/2025/map/complex_logic_comp.py new file mode 100644 index 0000000..3fc9fc0 --- /dev/null +++ b/2025/map/complex_logic_comp.py @@ -0,0 +1,20 @@ +from typing import Any + + +def transform(data: list[dict[str, Any]]) -> list[int]: + return [x["a"]["b"].get("c", {}).get("d", 0) + 5 if x["flag"] else -1 for x in data] + + +def main() -> None: + data: list[dict[str, Any]] = [ + {"flag": True, "a": {"b": {"c": {"d": 1}}}}, + {"flag": False, "a": {"b": {"c": {"d": 2}}}}, + {"flag": True, "a": {"b": {"c": {}}}}, + {"flag": True, "a": {"b": {}}}, + ] + result = transform(data) + print(result) # Output: [6, -1, 5, 5] + + +if __name__ == "__main__": + main() diff --git a/2025/map/complex_logic_map.py b/2025/map/complex_logic_map.py new file mode 100644 index 0000000..b02dd59 --- /dev/null +++ b/2025/map/complex_logic_map.py @@ -0,0 +1,25 @@ +from typing import Any + + +def transform(data: list[dict[str, Any]]) -> list[int]: + return list( + map( + lambda x: x["a"]["b"].get("c", {}).get("d", 0) + 5 if x["flag"] else -1, + data, + ) + ) + + +def main() -> None: + data: list[dict[str, Any]] = [ + {"flag": True, "a": {"b": {"c": {"d": 1}}}}, + {"flag": False, "a": {"b": {"c": {"d": 2}}}}, + {"flag": True, "a": {"b": {"c": {}}}}, + {"flag": True, "a": {"b": {}}}, + ] + result = transform(data) + print(result) # Output: [6, -1, 5, 5] + + +if __name__ == "__main__": + main() diff --git a/2025/map/early_exit.py b/2025/map/early_exit.py new file mode 100644 index 0000000..10a36ea --- /dev/null +++ b/2025/map/early_exit.py @@ -0,0 +1,25 @@ +def scan_for_suspicious(events: list[dict[str, str]]) -> None: + for event in events: + if is_suspicious(event): + print(f"Suspicious login detected: {event}") + break + + +def is_suspicious(event: dict[str, str]) -> bool: + return ( + "login" in event.get("type", "").lower() + and "unusual" in event.get("details", "").lower() + ) + + +def main() -> None: + events: list[dict[str, str]] = [ + {"type": "login", "details": "User logged in"}, + {"type": "login", "details": "Unusual login from new device"}, + {"type": "logout", "details": "User logged out"}, + ] + scan_for_suspicious(events) + + +if __name__ == "__main__": + main() diff --git a/2025/map/early_exit_filter.py b/2025/map/early_exit_filter.py new file mode 100644 index 0000000..dd1a694 --- /dev/null +++ b/2025/map/early_exit_filter.py @@ -0,0 +1,24 @@ +def scan_for_suspicious(events: list[dict[str, str]]) -> None: + event = next(filter(is_suspicious, events), None) + if event: + print(f"Suspicious login detected: {event}") + + +def is_suspicious(event: dict[str, str]) -> bool: + return ( + "login" in event.get("type", "").lower() + and "unusual" in event.get("details", "").lower() + ) + + +def main() -> None: + events: list[dict[str, str]] = [ + {"type": "login", "details": "User logged in"}, + {"type": "login", "details": "Unusual login from new device"}, + {"type": "logout", "details": "User logged out"}, + ] + scan_for_suspicious(events) + + +if __name__ == "__main__": + main() diff --git a/2025/map/exception_handling.py b/2025/map/exception_handling.py new file mode 100644 index 0000000..da6594b --- /dev/null +++ b/2025/map/exception_handling.py @@ -0,0 +1,19 @@ +def parse_numbers(user_inputs: list[str]) -> list[int]: + valid_numbers: list[int] = [] + for value in user_inputs: + try: + number = int(value) + valid_numbers.append(number) + except ValueError: + print(f"Invalid input skipped: {value}") + return valid_numbers + + +def main() -> None: + user_inputs: list[str] = ["10", "20", "invalid", "30"] + valid_numbers = parse_numbers(user_inputs) + print("Valid numbers:", valid_numbers) + + +if __name__ == "__main__": + main() diff --git a/2025/map/exception_handling_map.py b/2025/map/exception_handling_map.py new file mode 100644 index 0000000..82bbcdf --- /dev/null +++ b/2025/map/exception_handling_map.py @@ -0,0 +1,19 @@ +def parse_numbers(user_inputs: list[str]) -> list[int]: + def safe_convert(value: str) -> int | None: + try: + return int(value) + except ValueError: + print(f"Invalid input skipped: {value}") + return None + + return list(filter(lambda x: x is not None, map(safe_convert, user_inputs))) + + +def main() -> None: + user_inputs: list[str] = ["10", "20", "invalid", "30"] + valid_numbers = parse_numbers(user_inputs) + print("Valid numbers:", valid_numbers) + + +if __name__ == "__main__": + main() diff --git a/2025/map/side_effects.py b/2025/map/side_effects.py new file mode 100644 index 0000000..fd22500 --- /dev/null +++ b/2025/map/side_effects.py @@ -0,0 +1,20 @@ +def write_warnings(log_entries: list[dict[str, str]]) -> None: + with open("warnings.txt", "w") as f: + for entry in log_entries: + timestamped = f"[{entry['timestamp']}] {entry['message']}" + f.write(timestamped + "\n") + if "WARNING" in entry["message"]: + print("WARNING:", timestamped) + + +def main() -> None: + log_entries: list[dict[str, str]] = [ + {"timestamp": "2025-04-01 12:00", "message": "INFO: System started"}, + {"timestamp": "2025-04-01 12:05", "message": "WARNING: Low disk space"}, + {"timestamp": "2025-04-01 12:10", "message": "ERROR: Disk failure"}, + ] + write_warnings(log_entries) + + +if __name__ == "__main__": + main() diff --git a/2025/map/side_effects_map.py b/2025/map/side_effects_map.py new file mode 100644 index 0000000..09b6666 --- /dev/null +++ b/2025/map/side_effects_map.py @@ -0,0 +1,22 @@ +def write_warnings(log_entries: list[dict[str, str]]) -> None: + def process(entry: dict[str, str]) -> None: + timestamped = f"[{entry['timestamp']}] {entry['message']}" + with open("warnings.txt", "a") as f: + f.write(timestamped + "\n") + if "WARNING" in entry["message"]: + print("WARNING:", timestamped) + + list(map(process, log_entries)) + + +def main() -> None: + log_entries: list[dict[str, str]] = [ + {"timestamp": "2025-04-01 12:00", "message": "INFO: System started"}, + {"timestamp": "2025-04-01 12:05", "message": "WARNING: Low disk space"}, + {"timestamp": "2025-04-01 12:10", "message": "ERROR: Disk failure"}, + ] + write_warnings(log_entries) + + +if __name__ == "__main__": + main() diff --git a/2025/mcp-server/README.md b/2025/mcp-server/README.md new file mode 100644 index 0000000..fd34532 --- /dev/null +++ b/2025/mcp-server/README.md @@ -0,0 +1,3 @@ +# Sample CURL request to API + +curl -X GET "http://localhost:8000/videos?search=python%20design%20patterns&max_results=3" -H "accept: application/json" \ No newline at end of file diff --git a/2025/mcp-server/mcp_videos.py b/2025/mcp-server/mcp_videos.py new file mode 100644 index 0000000..edcb289 --- /dev/null +++ b/2025/mcp-server/mcp_videos.py @@ -0,0 +1,41 @@ +from typing import Any + +from mcp.server.fastmcp import FastMCP +from yt_helper import construct_video_url, search_youtube + +# Initialize FastMCP server +mcp = FastMCP("videos") + + +def format_video(video: dict[str, Any]) -> str: + """Format a video feature into a readable string.""" + return f""" + Title: {video.get("title", "Unknown")} + Channel: {video.get("channel", "Unknown")} + Duration: {video.get("duration", "Unknown")} + Description: {video.get("description", "No description available")} + Views: {video.get("views", "Unknown")} + URL: {construct_video_url(https://github.com/video.get(%22id%22,%20%22dQw4w9WgXcQ"))} + Published: {video.get("publish_time", "Unknown")} + """ + + +@mcp.tool() +async def get_videos(search: str, max_results: int) -> str: + """Get videos for a search query. + + Args: + search: Search query string + max_results: Maximum number of results to return + """ + results = search_youtube(search, max_results=max_results) + if not results: + return "No videos found." + + videos = [format_video(video) for video in results] + return "\n---\n".join(videos) + + +if __name__ == "__main__": + # Initialize and run the server + mcp.run(transport="stdio") diff --git a/2025/mcp-server/mcp_videos_api.py b/2025/mcp-server/mcp_videos_api.py new file mode 100644 index 0000000..9df3bf2 --- /dev/null +++ b/2025/mcp-server/mcp_videos_api.py @@ -0,0 +1,51 @@ +from typing import Any + +import httpx +from mcp.server.fastmcp import FastMCP + +# Initialize FastMCP server +mcp = FastMCP("videos") + +API_URL = "http://localhost:8000/videos" # Adjust if hosted elsewhere + + +def format_video(video: dict[str, Any]) -> str: + """Format a video feature into a readable string.""" + return f""" + Title: {video.get("title", "Unknown")} + Channel: {video.get("channel", "Unknown")} + Duration: {video.get("duration", "Unknown")} + Description: {video.get("description", "No description available")} + Views: {video.get("views", "Unknown")} + URL: {video.get("url", "Unknown")} + Published: {video.get("publish_time", "Unknown")} + """ + + +@mcp.tool() +async def get_videos(search: str, max_results: int) -> str: + """Get videos for a search query via external FastAPI endpoint. + + Args: + search: Search query string + max_results: Maximum number of results to return + """ + async with httpx.AsyncClient() as client: + try: + response = await client.get( + API_URL, params={"search": search, "max_results": max_results} + ) + response.raise_for_status() + data = response.json() + videos = data.get("results", []) + except Exception as e: + return f"Error retrieving videos: {str(e)}" + + if not videos: + return "No videos found." + + return "\n---\n".join(format_video(video) for video in videos) + + +if __name__ == "__main__": + mcp.run(transport="stdio") diff --git a/2025/mcp-server/pyproject.toml b/2025/mcp-server/pyproject.toml new file mode 100644 index 0000000..7a88121 --- /dev/null +++ b/2025/mcp-server/pyproject.toml @@ -0,0 +1,11 @@ +[project] +name = "mcp-example" +version = "0.1.0" +requires-python = ">=3.13" +dependencies = [ + "fastapi[standard]>=0.115.12", + "httpx>=0.28.1", + "mcp[cli]>=1.8.1", + "uvicorn>=0.34.2", + "youtube-search>=2.1.2", +] diff --git a/2025/mcp-server/uv.lock b/2025/mcp-server/uv.lock new file mode 100644 index 0000000..c52c33b --- /dev/null +++ b/2025/mcp-server/uv.lock @@ -0,0 +1,644 @@ +version = 1 +revision = 2 +requires-python = ">=3.13" + +[[package]] +name = "annotated-types" +version = "0.7.0" +source = { registry = 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Search API") + + +class Video(BaseModel): + title: str + channel: str + duration: str + description: Optional[str] + views: Optional[str] + url: str + publish_time: Optional[str] + + +@app.get("/videos", response_model=list[Video]) +async def get_videos( + search: str = Query(..., description="Search query"), + max_results: int = Query( + 5, ge=1, le=50, description="Max number of videos to return" + ), +): + """Search for YouTube videos.""" + results = search_youtube(search, max_results=max_results) + + formatted = [ + Video( + title=video.get("title", "Unknown"), + channel=video.get("channel", "Unknown"), + duration=video.get("duration", "Unknown"), + description=video.get("description", None), + views=video.get("views", None), + url=construct_video_url(https://github.com/video.get(%22id%22,%20%22dQw4w9WgXcQ")), + publish_time=video.get("publish_time", None), + ) + for video in results + ] + + return formatted + + +def main(): + uvicorn.run("video_api:app", host="0.0.0.0", port=8000, reload=True) + + +if __name__ == "__main__": + main() diff --git a/2025/mcp-server/yt_helper.py b/2025/mcp-server/yt_helper.py new file mode 100644 index 0000000..ef1f91b --- /dev/null +++ b/2025/mcp-server/yt_helper.py @@ -0,0 +1,14 @@ +from typing import Any + +from youtube_search import YoutubeSearch + + +def search_youtube(query: str, max_results: int = 10) -> list[dict[str, Any]]: + """Search YouTube for a given query and return the results.""" + results = YoutubeSearch(query, max_results=max_results).to_dict() + return results + + +def construct_video_url(https://github.com/video_id:%20str) -> str: + """Construct a YouTube video URL from the video ID.""" + return f"https://www.youtube.com/watch?v={video_id}" diff --git a/2025/project/.env.example b/2025/project/.env.example new file mode 100644 index 0000000..ae2acab --- /dev/null +++ b/2025/project/.env.example @@ -0,0 +1,2 @@ +db_user=your_db_user +db_password=your_db_password \ No newline at end of file diff --git a/2025/project/.python-version b/2025/project/.python-version new file mode 100644 index 0000000..24ee5b1 --- /dev/null +++ b/2025/project/.python-version @@ -0,0 +1 @@ +3.13 diff --git a/2025/project/Dockerfile b/2025/project/Dockerfile new file mode 100644 index 0000000..84147e4 --- /dev/null +++ b/2025/project/Dockerfile @@ -0,0 +1,24 @@ +FROM python:3.13-slim-bookworm + +RUN apt-get update && apt-get install --no-install-recommends -y \ + build-essential && \ + apt-get clean && rm -rf /var/lib/apt/lists/* + +ADD https://astral.sh/uv/install.sh /install.sh +RUN chmod -R 755 /install.sh && /install.sh && rm /install.sh + +# Set up the UV environment path correctly +ENV PATH="/root/.local/bin:${PATH}" + +WORKDIR /app + +COPY . . + +RUN uv sync + +ENV PATH="/app/.venv/bin:{$PATH}" + +# Expose the specified port for FastAPI +EXPOSE $PORT + +CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "80"] \ No newline at end of file diff --git a/2025/project/README.md b/2025/project/README.md new file mode 100644 index 0000000..90097a9 --- /dev/null +++ b/2025/project/README.md @@ -0,0 +1,39 @@ +Starting the server: + +uv run uvicorn app.main:app --reload + +Example requests: + +Hereā€™s a set of simple curl examples you can use to interact with your FastAPI app once itā€™s running (default at http://localhost:8000): + +1ļøāƒ£ Create a User + +curl -X POST "http://localhost:8000/api/v1/users" \ + -H "Content-Type: application/json" \ + -d '{"name": "Ada Lovelace"}' + + +2ļøāƒ£ Get All Users + +curl -X GET "http://localhost:8000/api/v1/users" + + +3ļøāƒ£ Get a User by ID + +(Replace 1 with the actual ID from the create response) + +curl -X GET "http://localhost:8000/api/v1/users/1" + + +4ļøāƒ£ Update a User + +curl -X PUT "http://localhost:8000/api/v1/users/1" \ + -H "Content-Type: application/json" \ + -d '{"name": "Grace Hopper"}' + + +āø» + +5ļøāƒ£ Delete a User + +curl -X DELETE "http://localhost:8000/api/v1/users/1" \ No newline at end of file diff --git a/2025/project/app/api/v1/user.py b/2025/project/app/api/v1/user.py new file mode 100644 index 0000000..565afbd --- /dev/null +++ b/2025/project/app/api/v1/user.py @@ -0,0 +1,47 @@ +from fastapi import APIRouter, Depends, HTTPException + +from app.db.schema import SessionLocal +from app.models.user import UserCreate, UserRead +from app.services.user_service import UserService + +router = APIRouter() + + +def get_user_service() -> UserService: + return UserService(session=SessionLocal()) + + +@router.get("/users", response_model=list[UserRead]) +def get_users(service: UserService = Depends(get_user_service)): + return service.list_users() + + +@router.post("/users", response_model=UserRead) +def create_user(user: UserCreate, service: UserService = Depends(get_user_service)): + return service.create_user(user.name) + + +@router.get("/users/{user_id}", response_model=UserRead) +def get_user(user_id: int, service: UserService = Depends(get_user_service)): + user = service.get_user(user_id) + if not user: + raise HTTPException(status_code=404, detail="User not found") + return user + + +@router.put("/users/{user_id}", response_model=UserRead) +def update_user( + user_id: int, user: UserCreate, service: UserService = Depends(get_user_service) +): + updated = service.update_user(user_id, user.name) + if not updated: + raise HTTPException(status_code=404, detail="User not found") + return updated + + +@router.delete("/users/{user_id}") +def delete_user(user_id: int, service: UserService = Depends(get_user_service)): + success = service.delete_user(user_id) + if not success: + raise HTTPException(status_code=404, detail="User not found") + return {"success": True} diff --git a/2025/project/app/core/config.py b/2025/project/app/core/config.py new file mode 100644 index 0000000..e573715 --- /dev/null +++ b/2025/project/app/core/config.py @@ -0,0 +1,19 @@ +from dotenv import load_dotenv +from pydantic_settings import BaseSettings + +load_dotenv() + + +class Config(BaseSettings): + app_name: str = "ScalableFastAPIProject" + debug: bool = False + db_user: str = "" + db_password: str = "" + db_name: str = "test.db" + + @property + def db_url(https://github.com/self): + return f"sqlite:///./{self.db_name}" + + +config = Config() diff --git a/2025/project/app/core/logging.py b/2025/project/app/core/logging.py new file mode 100644 index 0000000..3d787a5 --- /dev/null +++ b/2025/project/app/core/logging.py @@ -0,0 +1,7 @@ +import logging + +def setup_logging(): + logging.basicConfig( + level=logging.INFO, + format="%(asctime)s %(levelname)s [%(name)s] %(message)s" + ) \ No newline at end of file diff --git a/2025/project/app/db/schema.py b/2025/project/app/db/schema.py new file mode 100644 index 0000000..830d39e --- /dev/null +++ b/2025/project/app/db/schema.py @@ -0,0 +1,18 @@ +from sqlalchemy import String, create_engine +from sqlalchemy.orm import DeclarativeBase, Mapped, mapped_column, sessionmaker + +from app.core.config import config + +engine = create_engine(config.db_url, connect_args={"check_same_thread": False}) +SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine) + + +class Base(DeclarativeBase): + pass + + +class User(Base): + __tablename__ = "users" + + id: Mapped[int] = mapped_column(primary_key=True) + name: Mapped[str] = mapped_column(String, index=True) diff --git a/2025/project/app/main.py b/2025/project/app/main.py new file mode 100644 index 0000000..dd88371 --- /dev/null +++ b/2025/project/app/main.py @@ -0,0 +1,15 @@ +from fastapi import FastAPI + +from app.api.v1 import user +from app.core.config import config +from app.core.logging import setup_logging +from app.db.schema import Base, engine + +setup_logging() +Base.metadata.create_all(bind=engine) + +app = FastAPI(title=config.app_name) + + +# Register routes +app.include_router(user.router, prefix="/api/v1") diff --git a/2025/project/app/models/user.py b/2025/project/app/models/user.py new file mode 100644 index 0000000..c37604e --- /dev/null +++ b/2025/project/app/models/user.py @@ -0,0 +1,10 @@ +from pydantic import BaseModel + + +class UserCreate(BaseModel): + name: str + + +class UserRead(BaseModel): + id: int + name: str diff --git a/2025/project/app/services/user_service.py b/2025/project/app/services/user_service.py new file mode 100644 index 0000000..c0cf44b --- /dev/null +++ b/2025/project/app/services/user_service.py @@ -0,0 +1,38 @@ +from sqlalchemy.orm import Session + +from app.db.schema import User + + +class UserService: + def __init__(self, session: Session): + self._db = session + + def list_users(self) -> list[User]: + return self._db.query(User).all() + + def get_user(self, user_id: int) -> User | None: + return self._db.query(User).filter(User.id == user_id).first() + + def create_user(self, name: str) -> User: + user = User(name=name) + self._db.add(user) + self._db.commit() + self._db.refresh(user) + return user + + def update_user(self, user_id: int, name: str) -> User | None: + user = self.get_user(user_id) + if not user: + return None + user.name = name + self._db.commit() + self._db.refresh(user) + return user + + def delete_user(self, user_id: int) -> bool: + user = self.get_user(user_id) + if not user: + return False + self._db.delete(user) + self._db.commit() + return True diff --git a/2025/project/docker-compose.yaml b/2025/project/docker-compose.yaml new file mode 100644 index 0000000..856a126 --- /dev/null +++ b/2025/project/docker-compose.yaml @@ -0,0 +1,9 @@ +services: + web: + build: . + ports: + - "8000:80" + environment: + - DB_USER=admin + - DB_PASSWORD=secret + - DB_NAME=test.db \ No newline at end of file diff --git a/2025/project/pyproject.toml b/2025/project/pyproject.toml new file mode 100644 index 0000000..b74fbd7 --- /dev/null +++ b/2025/project/pyproject.toml @@ -0,0 +1,18 @@ +[project] +name = "recording" +version = "0.1.0" +description = "Add your description here" +readme = "README.md" +requires-python = ">=3.13" +dependencies = [ + "fastapi>=0.116.1", + "httpx>=0.28.1", + "pydantic-settings>=2.10.1", + "pytest>=8.4.1", + "python-dotenv>=1.1.1", + "sqlalchemy>=2.0.42", + "uvicorn>=0.35.0", +] + +[tool.pytest.ini_options] +pythonpath = "." \ No newline at end of file diff --git a/2025/project/tests/api/v1/test_user.py b/2025/project/tests/api/v1/test_user.py new file mode 100644 index 0000000..781e66b --- /dev/null +++ b/2025/project/tests/api/v1/test_user.py @@ -0,0 +1,34 @@ +from fastapi.testclient import TestClient + +from app.api.v1.user import get_user_service +from app.main import app +from app.services.user_service import UserService +from tests.test_db import TestingSessionLocal + +# Setup the TestClient +client = TestClient(app) + + +# Dependency to override the get_db dependency in the main app +def override_get_user_service(): + session = TestingSessionLocal() + yield UserService(session=session) + + +app.dependency_overrides[get_user_service] = override_get_user_service + + +def test_create_and_get_user(): + # Create a new user + response = client.post("/api/v1/users", json={"name": "Test User"}) + assert response.status_code == 200 + created_user = response.json() + assert created_user["name"] == "Test User" + assert "id" in created_user + + # Fetch the same user + get_response = client.get(f"/api/v1/users/{created_user['id']}") + assert get_response.status_code == 200 + fetched_user = get_response.json() + assert fetched_user["id"] == created_user["id"] + assert fetched_user["name"] == "Test User" diff --git a/2025/project/tests/test_db.py b/2025/project/tests/test_db.py new file mode 100644 index 0000000..6c0c311 --- /dev/null +++ b/2025/project/tests/test_db.py @@ -0,0 +1,16 @@ +from sqlalchemy import StaticPool, create_engine +from sqlalchemy.orm import sessionmaker + +from app.db.schema import Base + +# Setup the in-memory SQLite database for 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else "Unknown Patient" + + async def latest_vitals(self, id: int) -> dict[str, Any]: + patient = PATIENT_DB.get(id) + return patient.vitals if patient else {"heart_rate": 0, "blood_pressure": "N/A"} + + +@dataclass +class TriageDependencies: + patient_id: int + db: DatabaseConn + + +class TriageOutput(BaseModel): + response_text: str = Field(description="Message to the patient") + escalate: bool = Field(description="Should escalate to a human nurse") + urgency: int = Field(description="Urgency level from 0 to 10", ge=0, le=10) + + +triage_agent = Agent( + "openai:gpt-4o", + deps_type=TriageDependencies, + output_type=TriageOutput, + system_prompt=( + "You are a triage assistant helping patients. " + "Provide clear advice and assess urgency." + ), +) + + +@triage_agent.system_prompt +async def add_patient_name(ctx: RunContext[TriageDependencies]) -> str: + patient_name = await ctx.deps.db.patient_name(id=ctx.deps.patient_id) + return f"The patient's name is {patient_name!r}." + + +@triage_agent.tool +async def latest_vitals(ctx: RunContext[TriageDependencies]) -> dict[str, Any]: + """Returns the patient's latest vital signs.""" + return await ctx.deps.db.latest_vitals(id=ctx.deps.patient_id) + + +async def main() -> None: + deps = TriageDependencies(patient_id=43, db=DatabaseConn()) + + result = await triage_agent.run( + "I have chest pain and trouble breathing.", + deps=deps, + ) + print(result.output) + """ + Example output: + response_text='Your symptoms are serious. Please call emergency services immediately. A nurse will contact you shortly.' + escalate=True + urgency=10 + """ + + result = await triage_agent.run( + "I have a mild headache since yesterday.", + deps=deps, + ) + print(result.output) + """ + Example output: + response_text='It sounds like your headache is not severe, but monitor it closely. If it worsens or you develop new symptoms, contact your doctor.' + escalate=False + urgency=3 + """ + + +if __name__ == "__main__": + asyncio.run(main()) \ No newline at end of file diff --git a/2025/pydanticai/pyproject.toml b/2025/pydanticai/pyproject.toml new file mode 100644 index 0000000..3874920 --- /dev/null +++ b/2025/pydanticai/pyproject.toml @@ -0,0 +1,10 @@ +[project] +name = "pydanticai" +version = "0.1.0" +description = "Pydantic AI tutorial" +requires-python = ">=3.13" +dependencies = [ + "pydantic>=2.11.7", + "pydantic-ai>=0.4.2", + "python-dotenv>=1.1.1", +] diff --git a/2025/pydanticai/uv.lock b/2025/pydanticai/uv.lock new file mode 100644 index 0000000..17df9ef --- /dev/null +++ b/2025/pydanticai/uv.lock @@ -0,0 +1,1153 @@ +version = 1 +revision = 2 +requires-python = ">=3.13" + +[[package]] +name = "annotated-types" +version = "0.7.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = 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mode 100644 index 0000000..b699172 --- /dev/null +++ b/2025/python314/compress.py @@ -0,0 +1,67 @@ +import time +import gzip +import bz2 +import compression.zstd as zstd # New in Python 3.14 + +from typing import Callable + +type CompressionFunction = Callable[[bytes], bytes] + + +def benchmark_compression( + name: str, + compress_fn: CompressionFunction, + decompress_fn: CompressionFunction, + data: bytes +) -> None: + """Benchmark compression and decompression performance.""" + # Compress + start = time.perf_counter() + compressed: bytes = compress_fn(data) + compress_time: float = time.perf_counter() - start + + # Decompress + start = time.perf_counter() + decompressed: bytes = decompress_fn(compressed) + decompress_time: float = time.perf_counter() - start + + assert decompressed == data, f"{name} decompressed data mismatch!" + + print( + f"{name:>6} | Size: {len(compressed):7} bytes | " + f"Compress: {compress_time * 1000:7.2f} ms | " + f"Decompress: {decompress_time * 1000:7.2f} ms" + ) + + +def main() -> None: + data: bytes = ( + b"ArjanCodes is the best Python channel on YouTube!" * 50_000 + ) + + print("== Compression Benchmark ==") + + benchmark_compression( + "zstd", + compress_fn=zstd.compress, + decompress_fn=zstd.decompress, + data=data, + ) + + benchmark_compression( + "gzip", + compress_fn=gzip.compress, + decompress_fn=gzip.decompress, + data=data, + ) + + benchmark_compression( + "bz2", + compress_fn=bz2.compress, + decompress_fn=bz2.decompress, + data=data, + ) + + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/2025/python314/exception_parenthesis.py b/2025/python314/exception_parenthesis.py new file mode 100644 index 0000000..37b5eea --- /dev/null +++ b/2025/python314/exception_parenthesis.py @@ -0,0 +1,18 @@ +def risky_function(value: str) -> int: + if value == "int": + return int("not a number") # raises ValueError + elif value == "key": + return {"a": 1}["b"] # raises KeyError + else: + raise RuntimeError("Something else went wrong") + +def main() -> None: + try: + risky_function("key") + except ValueError, KeyError: + print("Caught either ValueError or KeyError") + except RuntimeError as e: + print(f"Caught a runtime error: {e}") + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/2025/python314/pyproject.toml b/2025/python314/pyproject.toml new file mode 100644 index 0000000..25c674d --- /dev/null +++ b/2025/python314/pyproject.toml @@ -0,0 +1,7 @@ +[project] +name = "python314" +version = "0.1.0" +description = "Python 3.14 code example" +requires-python = ">=3.14" +dependencies = [ +] diff --git a/2025/python314/template_strings.py b/2025/python314/template_strings.py new file mode 100644 index 0000000..013daa3 --- /dev/null +++ b/2025/python314/template_strings.py @@ -0,0 +1,42 @@ +from string.templatelib import Template +from typing import Literal + + +from html import escape +from string.templatelib import Template, Interpolation + +def convert(value: object, conversion: Literal["a", "r", "s"] | None) -> object: + if conversion == "a": + return ascii(value) + elif conversion == "r": + return repr(value) + elif conversion == "s": + return str(value) + return value + +def f(template: Template, sanitize: bool = False) -> str: + parts: list[str] = [] + for item in template: + match item: + case str() as s: + parts.append(s) + case Interpolation(value, _, conversion, format_spec): + value = convert(value, conversion) + value = format(value, format_spec) + if sanitize: + value = escape(str(value)) + parts.append(value) + return "".join(parts) + +def to_html(template: Template) -> str: + return f(template, sanitize=True) + +def main() -> None: + evil = "" + template = t"

{evil}

" + + print(f(template)) + print(to_html(template)) + +if __name__ == "__main__": + main() diff --git a/2025/python314/uv.lock b/2025/python314/uv.lock new file mode 100644 index 0000000..cd2600b --- /dev/null +++ b/2025/python314/uv.lock @@ -0,0 +1,8 @@ +version = 1 +revision = 3 +requires-python = ">=3.14" + +[[package]] +name = "python314" +version = "0.1.0" +source = { virtual = "." } diff --git a/2025/registry/README.md b/2025/registry/README.md new file mode 100644 index 0000000..7fbccd2 --- /dev/null +++ b/2025/registry/README.md @@ -0,0 +1,5 @@ +Examples of commands: + +- uv run main.py text count "This is a registry pattern example" +- uv run main.py text shout "plugin power" +- uv run main.py text reverse "Was it a car or a cat I saw" \ No newline at end of file diff --git a/2025/registry/basic_example.py b/2025/registry/basic_example.py new file mode 100644 index 0000000..71cb543 --- /dev/null +++ b/2025/registry/basic_example.py @@ -0,0 +1,61 @@ +from functools import wraps +from typing import Any, Callable + +type Data = dict[str, Any] +type ExportFn = Callable[[Data], None] + +# The registry: maps format name to export function +exporters: dict[str, ExportFn] = {} + + +def register_exporter(name: str): + def decorator(func: ExportFn): + @wraps(func) + def wrapper(*args: Any, **kwargs: Any) -> Any: + return func(*args, **kwargs) + + exporters[name] = wrapper + return wrapper + + return decorator + + +@register_exporter("pdf") +def export_pdf(data: Data) -> None: + print(f"Exporting data to PDF: {data}") + + +@register_exporter("csv") +def export_csv(data: Data) -> None: + print(f"Exporting data to CSV: {data}") + + +@register_exporter("json") +def export_json(data: Data) -> None: + import json + + print("Exporting data to JSON:") + print(json.dumps(data, indent=2)) + + +def export_data(data: Data, format: str) -> None: + exporter = exporters.get(format) + if exporter is None: + raise ValueError(f"āŒ No exporter found for format: {format}") + exporter(data) + + +def main() -> None: + sample_data: Data = {"name": "Alice", "age": 30} + + # Try exporting in different formats + export_data(sample_data, "pdf") + export_data(sample_data, "csv") + export_data(sample_data, "json") + + # This would raise an error: + export_data(sample_data, "xlsx") + + +if __name__ == "__main__": + main() diff --git a/2025/registry/commands/__init__.py b/2025/registry/commands/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/2025/registry/commands/text/__init__.py b/2025/registry/commands/text/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/2025/registry/commands/text/count.py b/2025/registry/commands/text/count.py new file mode 100644 index 0000000..7da82f8 --- /dev/null +++ b/2025/registry/commands/text/count.py @@ -0,0 +1,8 @@ +from registry import register_command +from rich import print + + +@register_command("text", "count") +def count_words(text: str) -> None: + word_count = len(text.split()) + print(f"[green]Word count:[/green] [bold]{word_count}[/bold]") diff --git a/2025/registry/commands/text/reverse.py b/2025/registry/commands/text/reverse.py new file mode 100644 index 0000000..f3657d5 --- /dev/null +++ b/2025/registry/commands/text/reverse.py @@ -0,0 +1,8 @@ +from registry import register_command +from rich import print + + +@register_command("text", "reverse") +def reverse_text(text: str) -> None: + reversed_text = text[::-1] + print(f"[cyan]Reversed:[/cyan] [bold]{reversed_text}[/bold]") diff --git a/2025/registry/main.py b/2025/registry/main.py new file mode 100644 index 0000000..ee151fb --- /dev/null +++ b/2025/registry/main.py @@ -0,0 +1,42 @@ +import importlib +import pkgutil + +import typer +from registry import get_registry + +app = typer.Typer() + + +def load_text_commands() -> None: + import commands.text + + for _, module_name, _ in pkgutil.iter_modules(commands.text.__path__): + importlib.import_module(f"commands.text.{module_name}") + + +def load_plugins() -> None: + import plugins + + for _, module_name, _ in pkgutil.iter_modules(plugins.__path__): + importlib.import_module(f"plugins.{module_name}") + + +def register_with_typer() -> None: + group_apps: dict[str, typer.Typer] = {} + + for group, name, func in get_registry(): + if group not in group_apps: + group_apps[group] = typer.Typer() + app.add_typer(group_apps[group], name=group) + group_apps[group].command(name)(func) + + +def main() -> None: + load_text_commands() + load_plugins() + register_with_typer() + app() + + +if __name__ == "__main__": + main() diff --git a/2025/registry/plugins/__init__.py b/2025/registry/plugins/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/2025/registry/plugins/shout.py b/2025/registry/plugins/shout.py new file mode 100644 index 0000000..743fe5f --- /dev/null +++ b/2025/registry/plugins/shout.py @@ -0,0 +1,7 @@ +from registry import register_command +from rich import print + + +@register_command("text", "shout") +def shout(text: str) -> None: + print(f"[bold red]{text.upper()}!!![/bold red]") diff --git a/2025/registry/pyproject.toml b/2025/registry/pyproject.toml new file mode 100644 index 0000000..7a0c659 --- /dev/null +++ b/2025/registry/pyproject.toml @@ -0,0 +1,8 @@ +[project] +name = "registry" +version = "0.1.0" +requires-python = ">=3.13" +dependencies = [ + "rich>=14.1.0", + "typer>=0.17.3", +] diff --git a/2025/registry/registry.py b/2025/registry/registry.py new file mode 100644 index 0000000..b7dee79 --- /dev/null +++ b/2025/registry/registry.py @@ -0,0 +1,13 @@ + +from typing import Callable + +_registry: list[tuple[str, str, Callable[..., None]]] = [] + +def register_command(group: str, name: str): + def decorator(func: Callable[..., None]): + _registry.append((group, name, func)) + return func + return decorator + +def get_registry() -> list[tuple[str, str, Callable[..., None]]]: + return _registry.copy() diff --git a/2025/registry/uv.lock b/2025/registry/uv.lock new file mode 100644 index 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+[dependency-groups] +dev = [ + "pytest>=8.3.5", +] diff --git a/2025/sdk/sdk_v0_example.py b/2025/sdk/sdk_v0_example.py new file mode 100644 index 0000000..9f7e326 --- /dev/null +++ b/2025/sdk/sdk_v0_example.py @@ -0,0 +1,13 @@ +import httpx + + +def main() -> None: + # Initialize the API client with your API + headers = {"Authorization": "Bearer secret123"} + response = httpx.get("http://localhost:8000/users", headers=headers) + users = response.json() + print(users) + + +if __name__ == "__main__": + main() diff --git a/2025/sdk/sdk_v1/__init__.py b/2025/sdk/sdk_v1/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/2025/sdk/sdk_v1/client.py b/2025/sdk/sdk_v1/client.py new file mode 100644 index 0000000..0e65ea9 --- /dev/null +++ b/2025/sdk/sdk_v1/client.py @@ -0,0 +1,25 @@ +import httpx + + +class APIHttpClient: + def __init__(self, token: str, base_url: str = "http://localhost:8000/"): + self.client = httpx.Client( + base_url=base_url, headers={"Authorization": f"Bearer {token}"} + ) + + def request(self, method: str, endpoint: str, **kwargs) -> httpx.Response: + response = self.client.request(method, endpoint, **kwargs) + response.raise_for_status() + return response + + def get(self, endpoint: str, params: dict = None) -> httpx.Response: + return self.request("GET", endpoint, params=params) + + def post(self, endpoint: str, json: dict = None) -> httpx.Response: + return self.request("POST", endpoint, json=json) + + def put(self, endpoint: str, json: dict = None) -> httpx.Response: + return self.request("PUT", endpoint, json=json) + + def delete(self, endpoint: str) -> httpx.Response: + return self.request("DELETE", endpoint) diff --git a/2025/sdk/sdk_v1/user.py b/2025/sdk/sdk_v1/user.py new file mode 100644 index 0000000..d309d7a --- /dev/null +++ b/2025/sdk/sdk_v1/user.py @@ -0,0 +1,14 @@ +from pydantic import BaseModel, EmailStr + +from .client import APIHttpClient + + +class User(BaseModel): + id: str + name: str + email: EmailStr + + @classmethod + def find(cls, client: APIHttpClient) -> list["User"]: + response = client.get("/users") + return [cls(**data) for data in response.json()] diff --git a/2025/sdk/sdk_v1_example.py b/2025/sdk/sdk_v1_example.py new file mode 100644 index 0000000..8a55dfe --- /dev/null +++ b/2025/sdk/sdk_v1_example.py @@ -0,0 +1,16 @@ +from sdk_v1.client import APIHttpClient +from sdk_v1.user import User + + +def main(): + # Initialize the API client with your API + client = APIHttpClient(token="secret123") + + # Fetch users from the API + users = User.find(client) + for user in users: + print(user) + + +if __name__ == "__main__": + main() diff --git a/2025/sdk/sdk_v2/__init__.py b/2025/sdk/sdk_v2/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/2025/sdk/sdk_v2/client.py b/2025/sdk/sdk_v2/client.py new file mode 100644 index 0000000..35f7cb8 --- /dev/null +++ b/2025/sdk/sdk_v2/client.py @@ -0,0 +1,37 @@ +import httpx + +_client = None +_token = None +_base_url = "http://localhost:8000/" + + +def set_credentials(token: str): + global _client, _token, _base_url + _token = token + _client = httpx.Client( + base_url=_base_url, headers={"Authorization": f"Bearer {_token}"} + ) + + +def request(method: str, endpoint: str, **kwargs) -> httpx.Response: + if _client is None: + raise RuntimeError("Credentials not set. Call set_credentials() first.") + response = _client.request(method, endpoint, **kwargs) + response.raise_for_status() + return response + + +def get(endpoint: str, params: dict = None) -> httpx.Response: + return request("GET", endpoint, params=params) + + +def post(endpoint: str, json: dict = None) -> httpx.Response: + return request("POST", endpoint, json=json) + + +def put(endpoint: str, json: dict = None) -> httpx.Response: + return request("PUT", endpoint, json=json) + + +def delete(endpoint: str) -> httpx.Response: + return request("DELETE", endpoint) diff --git a/2025/sdk/sdk_v2/user.py b/2025/sdk/sdk_v2/user.py new file mode 100644 index 0000000..d37cf07 --- /dev/null +++ b/2025/sdk/sdk_v2/user.py @@ -0,0 +1,14 @@ +from pydantic import BaseModel, EmailStr + +from sdk_v2 import client + + +class User(BaseModel): + id: str + name: str + email: EmailStr + + @classmethod + def find(cls) -> list["User"]: + response = client.get("/users") + return [cls(**data) for data in response.json()] diff --git a/2025/sdk/sdk_v2_example.py b/2025/sdk/sdk_v2_example.py new file mode 100644 index 0000000..27ee9f4 --- /dev/null +++ b/2025/sdk/sdk_v2_example.py @@ -0,0 +1,16 @@ +from sdk_v2.client import set_credentials +from sdk_v2.user import User + + +def main(): + # Initialize the API client with your API + set_credentials(token="secret123") + + # Fetch users from the API + users = User.find() + for user in users: + print(user) + + +if __name__ == "__main__": + main() diff --git a/2025/sdk/sdk_v3/__init__.py b/2025/sdk/sdk_v3/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/2025/sdk/sdk_v3/base.py b/2025/sdk/sdk_v3/base.py new file mode 100644 index 0000000..64bda52 --- /dev/null +++ b/2025/sdk/sdk_v3/base.py @@ -0,0 +1,39 @@ +from typing import ClassVar, Type + +from pydantic import BaseModel + +from sdk_v3 import client + + +class BaseAPIModel[T: BaseAPIModel](BaseModel): + id: str | None = None + _resource_path: ClassVar[str] = "" + + def save(self) -> None: + data = self.dict(exclude_unset=True) + if self.id: + response = client.put(f"/{self._resource_path}/{self.id}", json=data) + else: + response = client.post(f"/{self._resource_path}", json=data) + response.raise_for_status() + self.id = response.json()["id"] + + def delete(self) -> None: + if not self.id: + raise ValueError("Cannot delete unsaved resource.") + response = client.delete(f"/{self._resource_path}/{self.id}") + response.raise_for_status() + + @classmethod + def load(cls: Type[T], resource_id: str) -> T: + response = client.get(f"/{cls._resource_path}/{resource_id}") + if response.status_code == 404: + raise ValueError(f"{cls.__name__} not found.") + response.raise_for_status() + return cls(**response.json()) + + @classmethod + def find(cls: Type[T]) -> list[T]: + response = client.get(f"/{cls._resource_path}") + response.raise_for_status() + return [cls(**item) for item in response.json()] diff --git a/2025/sdk/sdk_v3/client.py b/2025/sdk/sdk_v3/client.py new file mode 100644 index 0000000..35f7cb8 --- /dev/null +++ b/2025/sdk/sdk_v3/client.py @@ -0,0 +1,37 @@ +import httpx + +_client = None +_token = None +_base_url = "http://localhost:8000/" + + +def set_credentials(token: str): + global _client, _token, _base_url + _token = token + _client = httpx.Client( + base_url=_base_url, headers={"Authorization": f"Bearer {_token}"} + ) + + +def request(method: str, endpoint: str, **kwargs) -> httpx.Response: + if _client is None: + raise RuntimeError("Credentials not set. Call set_credentials() first.") + response = _client.request(method, endpoint, **kwargs) + response.raise_for_status() + return response + + +def get(endpoint: str, params: dict = None) -> httpx.Response: + return request("GET", endpoint, params=params) + + +def post(endpoint: str, json: dict = None) -> httpx.Response: + return request("POST", endpoint, json=json) + + +def put(endpoint: str, json: dict = None) -> httpx.Response: + return request("PUT", endpoint, json=json) + + +def delete(endpoint: str) -> httpx.Response: + return request("DELETE", endpoint) diff --git a/2025/sdk/sdk_v3/user.py b/2025/sdk/sdk_v3/user.py new file mode 100644 index 0000000..75923f2 --- /dev/null +++ b/2025/sdk/sdk_v3/user.py @@ -0,0 +1,12 @@ +from typing import ClassVar + +from pydantic import EmailStr + +from .base import BaseAPIModel + + +class User(BaseAPIModel["User"]): + name: str + email: EmailStr + + _resource_path: ClassVar[str] = "users" diff --git a/2025/sdk/sdk_v3_example.py b/2025/sdk/sdk_v3_example.py new file mode 100644 index 0000000..ae99196 --- /dev/null +++ b/2025/sdk/sdk_v3_example.py @@ -0,0 +1,23 @@ +from sdk_v3.client import set_credentials +from sdk_v3.user import User + + +def main(): + # Initialize the API client with your API + set_credentials(token="secret123") + + # Create and save + u = User(name="Alice", email="alice@example.com") + u.save() + + # Change and save + u.name = "Alice Smith" + u.save() + + # Find all users + users = User.find() + print(users) + + +if __name__ == "__main__": + main() diff --git a/2025/sdk/test_api.py b/2025/sdk/test_api.py new file mode 100644 index 0000000..e3b8fc5 --- /dev/null +++ b/2025/sdk/test_api.py @@ -0,0 +1,89 @@ +from typing import Optional +from uuid import uuid4 + +import uvicorn +from fastapi import Depends, FastAPI, Header, HTTPException, status +from pydantic import BaseModel, EmailStr + +app = FastAPI() + +# Simulated database +fake_users_db = {} + +# API key setup +API_KEY = "secret123" # You can change this to anything you like + + +def get_api_key(authorization: Optional[str] = Header(None)): + if not authorization or not authorization.startswith("Bearer "): + raise HTTPException( + status_code=status.HTTP_401_UNAUTHORIZED, + detail="Invalid or missing Authorization header", + ) + + token = authorization.split(" ")[1] + if token != API_KEY: + raise HTTPException( + status_code=status.HTTP_403_FORBIDDEN, detail="Invalid API key" + ) + + return token + + +# Pydantic models +class UserCreate(BaseModel): + name: str + email: EmailStr + + +class User(UserCreate): + id: str + + +# CRUD Endpoints +@app.post("/users", response_model=User) +def create_user(user: UserCreate, api_key: str = Depends(get_api_key)): + user_id = str(uuid4()) + new_user = User(id=user_id, **user.dict()) + fake_users_db[user_id] = new_user + return new_user + + +@app.get("/users", response_model=list[User]) +def get_users(api_key: str = Depends(get_api_key)): + return list(fake_users_db.values()) + + +@app.get("/users/{user_id}", response_model=User) +def get_user(user_id: str, api_key: str = Depends(get_api_key)): + user = fake_users_db.get(user_id) + if not user: + raise HTTPException(status_code=404, detail="User not found") + return user + + +@app.put("/users/{user_id}", response_model=User) +def update_user( + user_id: str, user_update: UserCreate, api_key: str = Depends(get_api_key) +): + if user_id not in fake_users_db: + raise HTTPException(status_code=404, detail="User not found") + updated_user = User(id=user_id, **user_update.dict()) + fake_users_db[user_id] = updated_user + return updated_user + + +@app.delete("/users/{user_id}") +def delete_user(user_id: str, api_key: str = Depends(get_api_key)): + if user_id not in fake_users_db: + raise HTTPException(status_code=404, detail="User not found") + del fake_users_db[user_id] + return {"detail": "User deleted"} + + +def main(): + uvicorn.run("test_api:app", host="0.0.0.0", port=8000, reload=True) + + +if __name__ == 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export +from pulumi_gcp import cloudfunctionsv2, cloudrunv2, storage + +bucket = storage.Bucket("bucket", location="europe-west1") + +py_bucket_object = storage.BucketObject( + "python-zip", + bucket=bucket.name, + source=asset.AssetArchive({".": asset.FileArchive("./function")}), +) + +py_function = cloudfunctionsv2.Function( + "channels-api", + name="channels-api", + location="europe-west1", + build_config={ + "runtime": "python313", + "entry_point": "channels_handler", + "source": { + "storage_source": { + "bucket": bucket.name, + "object": py_bucket_object.name, + }, + }, + }, + service_config={ + "max_instance_count": 1, + "available_memory": "256M", + "timeout_seconds": 60, + }, +) + +py_invoker = cloudrunv2.ServiceIamMember( + "py-invoker", + project=py_function.project, + location=py_function.location, + name=py_function.name, + # role="roles/cloudfunctions.invoker", + role="roles/run.invoker", + member="allUsers", +) + +export("python_endpoint", py_function.url) diff --git a/2025/serverless/function/channels.json b/2025/serverless/function/channels.json new file mode 100644 index 0000000..e536a19 --- /dev/null +++ b/2025/serverless/function/channels.json @@ -0,0 +1,20 @@ +[ + { + "id": "codestackr", + "name": "codeSTACKr", + "tags": ["web development", "typescript"], + "description": "My tutorials are generally about web development and include coding languages such as HTML, CSS, Sass, JavaScript, and TypeScript." + }, + { + "id": "jackherrington", + "name": "Jack Herrington", + "tags": ["frontend", "technology"], + "description": "Frontend videos from basic to very advanced; tutorials, technology deep dives. You'll love it!" + }, + { + "id": "arjancodes", + "name": "ArjanCodes", + "tags": ["software design", "python"], + "description": "ArjanCodes focuses on helping you become a better software developer." + } +] \ No newline at end of file diff --git a/2025/serverless/function/hello.py b/2025/serverless/function/hello.py new file mode 100644 index 0000000..cba3e5d --- /dev/null +++ b/2025/serverless/function/hello.py @@ -0,0 +1,7 @@ +import flask +import functions_framework + + +@functions_framework.http +def hello_handler(request: flask.Request) -> flask.Response: + return flask.Response("Hello, World!", status=200) diff --git a/2025/serverless/function/main.py b/2025/serverless/function/main.py new file mode 100644 index 0000000..b1d882b --- /dev/null +++ b/2025/serverless/function/main.py @@ -0,0 +1,38 @@ +import json +from typing import Any + +import flask +import functions_framework + +# Define an internal Flask app +app = flask.Flask("internal") + + +channels: dict[str, Any] = {} + 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+ +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/2025/singleton/config.py b/2025/singleton/config.py new file mode 100644 index 0000000..215afab --- /dev/null +++ b/2025/singleton/config.py @@ -0,0 +1,2 @@ +db_uri = "sqlite://:memory:" +debug = True \ No newline at end of file diff --git a/2025/singleton/instance_control.py b/2025/singleton/instance_control.py new file mode 100644 index 0000000..9320c3f --- /dev/null +++ b/2025/singleton/instance_control.py @@ -0,0 +1,24 @@ +from singleton import Singleton + + +class ModelLoader(metaclass=Singleton): + def __init__(self): + print("Loading large model...") + + def predict(self, data: str) -> str: + return f"Prediction for {data}" + + +def predict(data: str) -> str: + model = ModelLoader() + return model.predict(data) + + +def main() -> None: + predictions = [predict(f"data_{i}") for i in range(5)] + for pred in predictions: + print(pred) + + +if __name__ == "__main__": + main() diff --git a/2025/singleton/metaclass.py b/2025/singleton/metaclass.py new file mode 100644 index 0000000..d1eef02 --- /dev/null +++ b/2025/singleton/metaclass.py @@ -0,0 +1,23 @@ +from singleton import Singleton + + +class Config(metaclass=Singleton): + def __init__(self): + self.db_url = "sqlite:///:memory:" + self.debug = True + + def __str__(self) -> str: + return f"Config(db_url={self.db_url}, debug={self.debug})" + + +def main() -> None: + s1 = Config() + s2 = Config() + + print(s1 is s2) # Should print True, indicating both are the same instance + print(id(s1)) # Prints the instance id + print(id(s2)) # Prints the same instance id as s1 + + +if __name__ == "__main__": + main() diff --git a/2025/singleton/module_example.py b/2025/singleton/module_example.py new file mode 100644 index 0000000..e9c3df1 --- /dev/null +++ b/2025/singleton/module_example.py @@ -0,0 +1,8 @@ +import config + +def main() -> None: + if config.debug: + print(config.db_uri) + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/2025/singleton/pyproject.toml b/2025/singleton/pyproject.toml new file mode 100644 index 0000000..7f778fc --- /dev/null +++ b/2025/singleton/pyproject.toml @@ -0,0 +1,7 @@ +[project] +name = "singleton" +version = "0.1.0" +description = "Singleton code example" +requires-python = ">=3.13" +dependencies = [ +] diff --git a/2025/singleton/singleton.py b/2025/singleton/singleton.py new file mode 100644 index 0000000..7fa6970 --- /dev/null +++ b/2025/singleton/singleton.py @@ -0,0 +1,8 @@ +class Singleton(type): + _instances = {} + + def __call__(cls, *args, **kwargs): + if cls not in cls._instances: + print(f"Creating instance of {cls.__name__}") + cls._instances[cls] = super().__call__(*args, **kwargs) + return cls._instances[cls] diff --git a/2025/singleton/singleton_multi.py b/2025/singleton/singleton_multi.py new file mode 100644 index 0000000..03a16fa --- /dev/null +++ b/2025/singleton/singleton_multi.py @@ -0,0 +1,22 @@ +from singleton import Singleton + + +class Config(metaclass=Singleton): + def __init__(self): + self.db_url = "sqlite:///:memory:" + self.debug = True + + def __str__(self) -> str: + return f"Config(db_url={self.db_url}, debug={self.debug})" + + +def main() -> None: + c1 = Config() + c2 = Config.__new__(Config) + c2.__init__() + + print(c1 is c2) # āŒ False + + +if __name__ == "__main__": + main() diff --git a/2025/singleton/singleton_safe.py b/2025/singleton/singleton_safe.py new file mode 100644 index 0000000..3b955f6 --- /dev/null +++ b/2025/singleton/singleton_safe.py @@ -0,0 +1,29 @@ +# singleton.py +from __future__ import annotations + +import threading +from typing import Any + + +class Singleton(type): + _instances: dict[type, Any] = {} + _locks: dict[type, threading.Lock] = {} + _global_lock = threading.Lock() # protects _locks map creation + + def __call__(cls, *args, **kwargs): + # Fast path: already created + if cls in cls._instances: + return cls._instances[cls] + + # Ensure a per-class lock exists + with cls._global_lock: + lock = cls._locks.setdefault(cls, threading.Lock()) + + # Double-checked locking: only one thread creates the instance + with lock: + if cls not in cls._instances: + print(f"Creating instance of {cls.__name__}") + instance = super().__call__(*args, **kwargs) # calls __init__ once + cls._instances[cls] = instance + + return cls._instances[cls] diff --git a/2025/singleton/singleton_threading.py b/2025/singleton/singleton_threading.py new file mode 100644 index 0000000..d3518c1 --- /dev/null +++ b/2025/singleton/singleton_threading.py @@ -0,0 +1,18 @@ +from threading import Thread + +from singleton import Singleton + + +class Unsafe(metaclass=Singleton): + def __init__(self): + print("Initializing...") + + +def main() -> None: + threads = [Thread(target=Unsafe) for _ in range(20)] + [t.start() for t in threads] + [t.join() for t in threads] + + +if __name__ == "__main__": + main() diff --git a/2025/singleton/singleton_threading_safe.py b/2025/singleton/singleton_threading_safe.py new file mode 100644 index 0000000..4dd453e --- /dev/null +++ b/2025/singleton/singleton_threading_safe.py @@ -0,0 +1,18 @@ +from threading import Thread + +from singleton_safe import Singleton + + +class Unsafe(metaclass=Singleton): + def __init__(self): + print("Initializing...") + + +def main() -> None: + threads = [Thread(target=Unsafe) for _ in range(20)] + [t.start() for t in threads] + [t.join() for t in threads] + + +if __name__ == "__main__": + main() diff --git a/2025/singleton/uv.lock b/2025/singleton/uv.lock new file mode 100644 index 0000000..e7a4c07 --- /dev/null +++ b/2025/singleton/uv.lock @@ -0,0 +1,8 @@ +version = 1 +revision = 2 +requires-python = ">=3.13" + +[[package]] +name = "singleton" +version = "0.1.0" +source = { virtual = "." } diff --git a/2025/solid/class_based_report.py b/2025/solid/class_based_report.py new file mode 100644 index 0000000..86ff605 --- /dev/null +++ b/2025/solid/class_based_report.py @@ -0,0 +1,121 @@ +import json +from dataclasses import dataclass +from datetime import datetime +from typing import Protocol + +import pandas as pd + + +@dataclass +class ReportConfig: + input_file: str + output_file: str + start_date: datetime | None = None + end_date: datetime | None = None + + +class SalesReader(Protocol): + def read(self, file: str) -> pd.DataFrame: ... + + +class CsvSalesReader: + def read(self, file: str) -> pd.DataFrame: + return pd.read_csv(file, parse_dates=["date"]) + + +class DateRangeFilter: + def apply( + self, df: pd.DataFrame, start: datetime | None, end: datetime | None + ) -> pd.DataFrame: + if start: + df = df[df["date"] >= pd.Timestamp(start)] + if end: + df = df[df["date"] <= pd.Timestamp(end)] + return df + + +class Metric(Protocol): + def compute(self, df: pd.DataFrame) -> dict[str, object]: ... + + +class CustomerCountMetric: + def compute(self, df: pd.DataFrame) -> dict[str, object]: + return {"number_of_customers": df["name"].nunique()} + + +class AverageOrderValueMetric: + def compute(self, df: pd.DataFrame) -> dict[str, object]: + sales = df[df["price"] > 0]["price"] + avg = sales.mean() if not sales.empty else 0.0 + return {"average_order_value (pre-tax)": round(avg, 2)} + + +class ReturnPercentageMetric: + def compute(self, df: pd.DataFrame) -> dict[str, object]: + returns = df[df["price"] < 0] + pct = (len(returns) / len(df)) * 100 if len(df) > 0 else 0 + return {"percentage_of_returns": round(pct, 2)} + + +class TotalSalesMetric: + def compute(self, df: pd.DataFrame) -> dict[str, object]: + return {"total_sales_in_period (pre-tax)": round(df["price"].sum(), 2)} + + +class SalesReportGenerator: + def __init__( + self, reader: SalesReader, filterer: DateRangeFilter, metrics: list[Metric] + ): + self.reader = reader + self.filterer = filterer + self.metrics = metrics + + def generate(self, config: ReportConfig) -> dict[str, object]: + df = self.reader.read(config.input_file) + df = self.filterer.apply(df, config.start_date, config.end_date) + + result = {} + for metric in self.metrics: + result.update(metric.compute(df)) + + result["report_start"] = ( + config.start_date.strftime("%Y-%m-%d") if config.start_date else "N/A" + ) + result["report_end"] = ( + config.end_date.strftime("%Y-%m-%d") if config.end_date else "N/A" + ) + return result + + +class JSONReportWriter: + def write(self, report: dict[str, object], output_file: str) -> None: + with open(output_file, "w") as f: + json.dump(report, f, indent=2) + + +def main() -> None: + config = ReportConfig( + input_file="sales_data.csv", + output_file="sales_report.json", + start_date=datetime(2024, 1, 1), + end_date=datetime(2024, 12, 31), + ) + + reader = CsvSalesReader() + filterer = DateRangeFilter() + metrics: list[Metric] = [ + CustomerCountMetric(), + AverageOrderValueMetric(), + ReturnPercentageMetric(), + TotalSalesMetric(), + ] + + generator = SalesReportGenerator(reader, filterer, metrics) + report = generator.generate(config) + + writer = JSONReportWriter() + writer.write(report, config.output_file) + + +if __name__ == "__main__": + main() diff --git a/2025/solid/functional_report.py b/2025/solid/functional_report.py new file mode 100644 index 0000000..3ab6e49 --- /dev/null +++ b/2025/solid/functional_report.py @@ -0,0 +1,91 @@ +import json +from dataclasses import dataclass, field +from datetime import datetime +from typing import Any, Callable + +import pandas as pd + +type MetricFn = Callable[[pd.DataFrame], dict[str, Any]] + + +@dataclass +class ReportConfig: + input_file: str + start_date: datetime | None = None + end_date: datetime | None = None + metrics: list[MetricFn] = field(default_factory=list) + + +def read_sales(file: str) -> pd.DataFrame: + return pd.read_csv(file, parse_dates=["date"]) + + +def filter_sales( + df: pd.DataFrame, start: datetime | None, end: datetime | None +) -> pd.DataFrame: + if start: + df = df[df["date"] >= pd.Timestamp(start)] + if end: + df = df[df["date"] <= pd.Timestamp(end)] + return df + + +def customer_count_metric(df: pd.DataFrame) -> dict[str, Any]: + return {"number_of_customers": df["name"].nunique()} + + +def average_order_value_metric(df: pd.DataFrame) -> dict[str, Any]: + sales = df[df["price"] > 0]["price"] + avg = sales.mean() if not sales.empty else 0.0 + return {"average_order_value (pre-tax)": round(avg, 2)} + + +def return_percentage_metric(df: pd.DataFrame) -> dict[str, Any]: + returns = df[df["price"] < 0] + pct = (len(returns) / len(df)) * 100 if len(df) > 0 else 0 + return {"percentage_of_returns": round(pct, 2)} + + +def total_sales_metric(df: pd.DataFrame) -> dict[str, Any]: + return {"total_sales_in_period (pre-tax)": round(df["price"].sum(), 2)} + + +def generate_report_data(df: pd.DataFrame, config: ReportConfig) -> dict[str, Any]: + result: dict[str, Any] = {} + for metric in config.metrics: + result.update(metric(df)) + result["report_start"] = ( + config.start_date.strftime("%Y-%m-%d") if config.start_date else "N/A" + ) + result["report_end"] = ( + config.end_date.strftime("%Y-%m-%d") if config.end_date else "N/A" + ) + return result + + +def write_report(data: dict[str, Any], filename: str): + with open(filename, "w") as f: + json.dump(data, f, indent=2) + + +def main() -> None: + config = ReportConfig( + input_file="sales_data.csv", + start_date=datetime(2024, 1, 1), + end_date=datetime(2024, 12, 31), + metrics=[ + customer_count_metric, + average_order_value_metric, + return_percentage_metric, + total_sales_metric, + ], + ) + + df = read_sales(config.input_file) + df = filter_sales(df, config.start_date, config.end_date) + report_data = generate_report_data(df, config) + write_report(report_data, "sales_report.json") + + +if __name__ == "__main__": + main() diff --git a/2025/solid/messy_report.py b/2025/solid/messy_report.py new file mode 100644 index 0000000..85b8ca6 --- /dev/null +++ b/2025/solid/messy_report.py @@ -0,0 +1,54 @@ +import json +from datetime import datetime + +import pandas as pd + + +class MessySalesReport: + def generate( + self, + input_file: str, + output_file: str, + start_date: datetime | None = None, + end_date: datetime | None = None, + ) -> None: + df = pd.read_csv(input_file, parse_dates=["date"]) + + if start_date: + df = df[df["date"] >= pd.Timestamp(start_date)] + if end_date: + df = df[df["date"] <= pd.Timestamp(end_date)] + + num_customers = df["name"].nunique() + avg_order = ( + df[df["price"] > 0]["price"].mean() if not df[df["price"] > 0].empty else 0 + ) + returns = df[df["price"] < 0] + return_pct = (len(returns) / len(df)) * 100 if len(df) > 0 else 0 + total_sales = df["price"].sum() + + report = { + "report_start": start_date.strftime("%Y-%m-%d") if start_date else "N/A", + "report_end": end_date.strftime("%Y-%m-%d") if end_date else "N/A", + "number_of_customers": num_customers, + "average_order_value (pre-tax)": round(avg_order, 2), + "percentage_of_returns": round(return_pct, 2), + "total_sales_in_period (pre-tax)": round(total_sales, 2), + } + + with open(output_file, "w") as f: + json.dump(report, f, indent=2) + + +def main() -> None: + report = MessySalesReport() + report.generate( + input_file="sales_data.csv", + output_file="sales_report.json", + start_date=datetime(2024, 1, 1), + end_date=datetime(2024, 12, 31), + ) + + +if __name__ == "__main__": + main() diff --git a/2025/solid/pyproject.toml b/2025/solid/pyproject.toml new file mode 100644 index 0000000..9f9cf8a --- /dev/null +++ b/2025/solid/pyproject.toml @@ -0,0 +1,8 @@ +[project] +name = "solid" +version = "0.1.0" +description = "Code refactoring using the SOLID principles" +requires-python = ">=3.13" +dependencies = [ + "pandas>=2.3.1", +] diff --git a/2025/solid/sales_data.csv b/2025/solid/sales_data.csv new file mode 100644 index 0000000..8627b4f --- /dev/null +++ b/2025/solid/sales_data.csv @@ -0,0 +1,51 @@ +"name","address","item","date","price","tax" +"John Guerrero","1344 Reed Spring Suite 944, Port Jonathan, DC 08436","Keyboard","2024-05-07",463.8,97.4 +"Molly Cowan","3783 Kelly Parks, Hoffmanville, MS 81569","Keyboard","2024-06-21",267.63,56.2 +"Lori Porter","318 Travis Trace, North Matthew, LA 12381","Desk","2023-05-11",986.89,207.25 +"Philip Miller","8018 Lee Drive Suite 871, Gutierreztown, NV 03929","Keyboard","2024-01-29",172.52,36.23 +"David Ponce","89433 Pruitt Plaza, Christensenland, KS 04867","Monitor","2024-04-14",-536.66,-112.7 +"Diane Greene","339 James Lake Suite 899, Bennettshire, ND 61981","Keyboard","2024-05-28",1169.86,245.67 +"Kim Brock","699 Mcdaniel Mountain Suite 815, West Julie, AK 78647","Monitor","2024-06-22",155.89,32.74 +"Jennifer Sellers","0630 Burke Summit, Port William, PA 16545","Keyboard","2023-09-04",633.84,133.11 +"Melinda Dennis","6019 Brian Trail, Lake Michellestad, WY 89381","Desk","2023-08-18",520.8,109.37 +"Miss Joanna Contreras DVM","217 Moon Wells Suite 288, Ortizfort, NE 87937","Chair","2023-09-07",1086.12,228.09 +"Angela Chapman","Unit 0607 Box 4655, DPO AP 12818","Laptop","2023-10-02",257.75,54.13 +"Jeffrey Tucker","737 Graves Wells Suite 676, Lake Hailey, RI 98451","Headphones","2024-09-04",519.26,109.04 +"Scott Rasmussen","3265 Delacruz Mountain, Hoffmanborough, TX 46752","Monitor","2023-08-21",421.92,88.6 +"Larry Erickson","16412 Smith Garden, Edwardstad, NV 82892","Mouse","2023-07-03",477.85,100.35 +"Rebecca Buchanan","9418 April Flat Suite 112, Jasonfurt, CA 80823","Desk","2023-03-17",1302.67,273.56 +"Mary Hill","8691 Clark Avenue, South Jessicachester, ME 26317","Chair","2024-09-18",935.48,196.45 +"Robin Oliver","1120 Matthew Rest, Tuckershire, CA 98947","Chair","2024-04-20",-428.78,-90.04 +"Charles Scott","27510 Aaron Inlet Suite 851, East Kelseychester, NH 55606","Chair","2023-10-31",1102.14,231.45 +"Sandy Spencer","19166 Blair Lane, Kellifurt, MI 37349","Keyboard","2024-09-18",84.55,17.76 +"Eric Dunn","55700 Rivera Loaf Apt. 771, West Chelsea, TX 23511","Mouse","2024-11-27",1257.19,264.01 +"Dr. Charles Myers","71166 Anthony Crossroad, Donnaport, NV 79264","Mouse","2023-07-21",704.39,147.92 +"Amanda Wallace","2237 Brandon Turnpike Suite 629, Loweberg, TN 07617","Chair","2024-09-25",1235.35,259.42 +"Michael Spencer","01698 Cox Freeway Apt. 043, East Douglas, NE 68236","Keyboard","2023-01-12",732.29,153.78 +"Sylvia Mitchell","716 Gregory Locks Apt. 086, Lake Chelsea, AL 85891","Laptop","2024-06-08",-78.58,-16.5 +"Gregory Hansen","718 Veronica Mountains Apt. 232, East John, NY 17047","Headphones","2024-02-18",878.4,184.46 +"Brenda Jackson","588 Donald Estate, East Michellefort, ND 75420","Keyboard","2024-08-25",1053.68,221.27 +"Alexander Lewis","61716 Deborah Coves, Mcdanielfurt, CA 04531","Laptop","2024-12-18",158.75,33.34 +"Dawn Kane","USNS Anderson, FPO AP 76056","Monitor","2023-11-03",786.68,165.2 +"Robert Roberts","6256 Padilla Center, Lake Shawnshire, RI 34060","Keyboard","2024-07-25",955.43,200.64 +"Steven Stanton","0208 Johnston Corner, South Sheila, NH 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+def main() -> None: + product = Product(name="Widget", price=19.99) + print(product) + + +if __name__ == "__main__": + main() diff --git a/2025/standard/02_pathlib.py b/2025/standard/02_pathlib.py new file mode 100644 index 0000000..ace4ee1 --- /dev/null +++ b/2025/standard/02_pathlib.py @@ -0,0 +1,18 @@ +from pathlib import Path + + +def main() -> None: + base = Path("my_project") + config = base / "config" / "settings.toml" + + print("Config path:", config) + + if config.exists(): + print("File size:", config.stat().st_size) + else: + config.parent.mkdir(parents=True, exist_ok=True) + config.write_text("[settings]\nname = 'Example'") + + +if __name__ == "__main__": + main() diff --git a/2025/standard/03_functools.py b/2025/standard/03_functools.py new file mode 100644 index 0000000..9e06259 --- /dev/null +++ b/2025/standard/03_functools.py @@ -0,0 +1,26 @@ +from functools import cache, partial + + +@cache +def power(base: int, exponent: int) -> int: + print(f"Computing {base}^{exponent}") + return base**exponent + + +def main() -> None: + # cached power function + print("Calculating powers with caching:") + print("Power of 2^10:", power(2, 10)) + print("Power of 3^5:", power(3, 5)) + print("Power of 2^10 again (cached):", power(2, 10)) + + square = partial(power, exponent=2) + cube = partial(power, exponent=3) + + print("Square of 5:", square(5)) + print("Cube of 2:", cube(2)) + print("Square of 5 again (cached):", square(5)) + + +if __name__ == "__main__": + main() diff --git a/2025/standard/04_tomllib.py b/2025/standard/04_tomllib.py new file mode 100644 index 0000000..9abbc73 --- /dev/null +++ b/2025/standard/04_tomllib.py @@ -0,0 +1,13 @@ +import tomllib + + +def main() -> None: + # Load a TOML file + with open("pyproject.toml", "rb") as f: + data = tomllib.load(f) + + print(data["project"]["name"]) + + +if __name__ == "__main__": + main() diff --git a/2025/standard/05_graphlib.py b/2025/standard/05_graphlib.py new file mode 100644 index 0000000..370461e --- /dev/null +++ b/2025/standard/05_graphlib.py @@ -0,0 +1,19 @@ +from graphlib import TopologicalSorter + +ts = TopologicalSorter[str]() + + +def main() -> None: + # Tasks and their dependencies + ts.add("compile", "fetch_sources") + ts.add("test", "compile") + ts.add("package", "test") + ts.add("deploy", "package") + ts.add("fetch_sources") + + order = list(ts.static_order()) + print("Execution order:", order) + + +if __name__ == "__main__": + main() diff --git a/2025/standard/06_heapq.py b/2025/standard/06_heapq.py new file mode 100644 index 0000000..9e55d01 --- /dev/null +++ b/2025/standard/06_heapq.py @@ -0,0 +1,28 @@ +import heapq + +def main() -> None: + # Initial tasks with priorities + tasks = [ + (3, "Send email to client"), + (2, "Write documentation"), + (1, "Fix critical bug"), + ] + + heapq.heapify(tasks) + + print("Starting task processing...") + + while tasks: + priority, task = heapq.heappop(tasks) + print(f"Processing task: {task} (priority {priority})") + + # Dynamically add new tasks + if task == "Fix critical bug": + print("New urgent task arrived!") + heapq.heappush(tasks, (0, "Deploy hotfix")) + + if task == "Write documentation": + heapq.heappush(tasks, (4, "Refactor old module")) + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/2025/standard/07_secrets.py b/2025/standard/07_secrets.py new file mode 100644 index 0000000..33b2935 --- /dev/null +++ b/2025/standard/07_secrets.py @@ -0,0 +1,22 @@ +import secrets + +def main() -> None: + # Generate a secure hexadecimal token + token_hex: str = secrets.token_hex(16) + print("Secure hex token:", token_hex) + + # Generate a secure URL-safe token + token_url: str = secrets.token_urlsafe(16) + print("Secure URL-safe token:", token_url) + + # Generate random bytes + random_bytes: bytes = secrets.token_bytes(16) + print("Random bytes:", random_bytes) + + # Randomly choose an item from a sequence + choices = ["apple", "banana", "cherry"] + selected: str = secrets.choice(choices) + print("Random choice:", selected) + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/2025/standard/08_shutil.py b/2025/standard/08_shutil.py new file mode 100644 index 0000000..5851bb4 --- /dev/null +++ b/2025/standard/08_shutil.py @@ -0,0 +1,13 @@ +import shutil + + +def main() -> None: + # Copy a file + shutil.copy("pyproject.toml", "backup_pyproject.toml") + + # Create a zip archive + shutil.make_archive("project_backup", "zip", ".") + + +if __name__ == "__main__": + main() diff --git a/2025/standard/09_textwrap.py b/2025/standard/09_textwrap.py new file mode 100644 index 0000000..0447d0b --- /dev/null +++ b/2025/standard/09_textwrap.py @@ -0,0 +1,22 @@ +import textwrap + +def main() -> None: + text = ( + "Python is amazing. It has a huge standard library that saves you time " + "and helps you write clean, maintainable code." + ) + + wrapped = textwrap.fill(text, width=40) + print("Wrapped text:") + print(wrapped) + + indented = textwrap.indent(wrapped, prefix="> ") + print("\nIndented text:") + print(indented) + + shortened = textwrap.shorten(text, width=50, placeholder="...") + print("\nShortened text:") + print(shortened) + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/2025/standard/10_itertools.py b/2025/standard/10_itertools.py new file mode 100644 index 0000000..0a8b40e --- /dev/null +++ b/2025/standard/10_itertools.py @@ -0,0 +1,33 @@ +import itertools + + +def main() -> None: + items = ["a", "b", "c"] + + # All pairs of items + pairs = list(itertools.combinations(items, 2)) + print("Pairs:", pairs) + + # Infinite counter + counter = itertools.count(start=10, step=5) + print("First three counter values:") + print(next(counter)) + print(next(counter)) + print(next(counter)) + + # Cycle through items + cycle = itertools.cycle(["on", "off"]) + print("Cycle example:") + for _ in range(4): + print(next(cycle)) + + # Group consecutive identical items + data = ["a", "a", "b", "b", "b", "c", "a", "a"] + print("Grouping consecutive items:") + for key, group in itertools.groupby(data): + group_list = list(group) + print(f"{key}: {group_list}") + + +if __name__ == "__main__": + main() diff --git a/2025/standard/pyproject.toml b/2025/standard/pyproject.toml new file mode 100644 index 0000000..6463b73 --- /dev/null +++ b/2025/standard/pyproject.toml @@ -0,0 +1,7 @@ +[project] +name = "standard" +version = "0.1.0" +description = "Nice Python standard library tips" +requires-python = ">=3.13" +dependencies = [ +] diff --git a/2025/standard/uv.lock b/2025/standard/uv.lock new file mode 100644 index 0000000..e73db73 --- /dev/null +++ b/2025/standard/uv.lock @@ -0,0 +1,8 @@ +version = 1 +revision = 2 +requires-python = ">=3.13" + +[[package]] +name = "standard" +version = "0.1.0" +source = { virtual = "." } diff --git a/2025/testtips/pyproject.toml b/2025/testtips/pyproject.toml new file mode 100644 index 0000000..9720917 --- /dev/null +++ b/2025/testtips/pyproject.toml @@ -0,0 +1,16 @@ +[project] +name = "testtips" +version = "0.0.1" +authors = [{name = "ArjanCodes"}] +license = {text = "MIT"} +requires-python = ">=3.12" +dependencies = [ + "httpx>=0.28.1", + "hypothesis>=6.135.26", + "pytest>=8.4.1", + "python-dotenv>=1.1.1", +] + +[tool.pytest.ini_options] +pythonpath = "." + diff --git a/2025/testtips/tests/test_tips.py b/2025/testtips/tests/test_tips.py new file mode 100644 index 0000000..3cffefe --- /dev/null +++ b/2025/testtips/tests/test_tips.py @@ -0,0 +1,62 @@ +import sys +from typing import Any + +import pytest + +from weather import WeatherService + + +@pytest.mark.parametrize( + "city,expected_temp", + [ + ("London", 15), + ("Berlin", 20), + ("Rome", 18), + ], +) +def test_parametrized_temperatures( + monkeypatch: pytest.MonkeyPatch, city: str, expected_temp: float +) -> None: + def fake_get(url: str, params: dict[str, Any]) -> Any: + class FakeResponse: + def raise_for_status(self) -> None: + pass + + def json(self) -> dict[str, Any]: + return {"current": {"temp_c": expected_temp}} + + return FakeResponse() + + monkeypatch.setattr("httpx.get", fake_get) + service = WeatherService(api_key="fake-key") + assert service.get_temperature(city) == expected_temp + + +def test_temperature_raises_error(monkeypatch: pytest.MonkeyPatch) -> None: + def fake_get(url: str, params: dict[str, Any]) -> Any: + class FakeResponse: + def raise_for_status(self) -> None: + raise Exception("API error") + + return FakeResponse() + + monkeypatch.setattr("httpx.get", fake_get) + service = WeatherService(api_key="fake-key") + + with pytest.raises(Exception): + service.get_temperature("Oslo") + + +@pytest.mark.skip(reason="Temporarily skipping for demo purposes") +def test_skipped() -> None: + assert False + + +@pytest.mark.skipif(sys.platform == "win32", reason="Fails on Windows") +def test_non_windows_behavior() -> None: + assert True + + +@pytest.mark.xfail(reason="Intentional failure due to API bug") +def test_expected_failure() -> None: + assert 1 + 1 == 3 diff --git a/2025/testtips/tests/test_weather_fixture.py b/2025/testtips/tests/test_weather_fixture.py new file mode 100644 index 0000000..31c9172 --- /dev/null +++ b/2025/testtips/tests/test_weather_fixture.py @@ -0,0 +1,19 @@ +import pytest +from weather import WeatherService +from typing import Any +from unittest.mock import MagicMock + +@pytest.fixture +def weather_service(monkeypatch: pytest.MonkeyPatch) -> WeatherService: + def fake_get(url: str, params: dict[str, Any]) -> Any: + mock_response = MagicMock() + mock_response.raise_for_status.return_value = None + mock_response.json.return_value = {"current": {"temp_c": 25}} + return mock_response + + monkeypatch.setattr("httpx.get", fake_get) + return WeatherService(api_key="fake-key") + +def test_fixture_usage(weather_service: WeatherService) -> None: + assert weather_service.get_temperature("Paris") == 25 + diff --git a/2025/testtips/tests/test_weather_mock.py b/2025/testtips/tests/test_weather_mock.py new file mode 100644 index 0000000..44abc7d --- /dev/null +++ b/2025/testtips/tests/test_weather_mock.py @@ -0,0 +1,34 @@ +from typing import Any +from unittest.mock import MagicMock, patch + +import pytest + +from weather import WeatherService + + +def test_get_temperature_with_mocking_monkeypatch( + monkeypatch: pytest.MonkeyPatch, +) -> None: + def fake_get(url: str, params: dict[str, Any]) -> Any: + mock_response = MagicMock() + mock_response.raise_for_status.return_value = None + mock_response.json.return_value = {"current": {"temp_c": 25}} + return mock_response + + monkeypatch.setattr("httpx.get", fake_get) + service = WeatherService(api_key="fake-key") + temp = service.get_temperature("Amsterdam") + assert temp == 25 + + +def test_get_temperature_with_mocking() -> None: + mock_response = MagicMock() + mock_response.raise_for_status.return_value = None + mock_response.json.return_value = {"current": {"temp_c": 25}} + + with patch("httpx.get", return_value=mock_response) as mock_get: + service = WeatherService(api_key="fake-key") + temp = service.get_temperature("London") + + assert temp == 25 + mock_get.assert_called_once() diff --git a/2025/testtips/tests/test_weather_patch.py b/2025/testtips/tests/test_weather_patch.py new file mode 100644 index 0000000..2e8aab8 --- /dev/null +++ b/2025/testtips/tests/test_weather_patch.py @@ -0,0 +1,16 @@ +from weather import WeatherService +import pytest +from typing import Any + +def test_get_temperature_with_monkeypatch(monkeypatch: pytest.MonkeyPatch) -> None: + def fake_get(url: str, params: dict[str, Any]) -> Any: + class FakeResponse: + def raise_for_status(self) -> None: pass + def json(self) -> dict[str, Any]: + return {"current": {"temp_c": 19}} + return FakeResponse() + + monkeypatch.setattr("httpx.get", fake_get) + service = WeatherService(api_key="fake-key") + temp = service.get_temperature("Amsterdam") + assert temp == 19 \ No newline at end of file diff --git a/2025/testtips/tests/test_weather_refactor.py b/2025/testtips/tests/test_weather_refactor.py new file mode 100644 index 0000000..5324580 --- /dev/null +++ b/2025/testtips/tests/test_weather_refactor.py @@ -0,0 +1,22 @@ +from unittest.mock import MagicMock + +import pytest + +from weather_refactor import WeatherService + + +@pytest.fixture +def weather_service() -> WeatherService: + mock_http_client = MagicMock() + mock_http_client.get.return_value = MagicMock( + **{ + "raise_for_status": lambda: None, + "json": lambda: {"current": {"temp_c": 17}}, + } + ) + return WeatherService(client=mock_http_client, api_key="fake-key") + + +def test_weather_service_with_mock_http_client(weather_service: WeatherService): + temp = weather_service.get_temperature("Amsterdam") + assert temp 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+import os + +import httpx +from dotenv import load_dotenv + +load_dotenv() + + +class WeatherService: + def __init__(self, api_key: str) -> None: + self.api_key = api_key + + def get_temperature(self, city: str) -> float: + response = httpx.get( + "https://api.weatherapi.com/v1/current.json", + params={"key": self.api_key, "q": city}, + ) + response.raise_for_status() + data = response.json() + return data["current"]["temp_c"] + + +def main() -> None: + api_key = os.getenv("WEATHER_API_KEY", "") + weather_service = WeatherService(api_key) + temperature = weather_service.get_temperature("Amsterdam") + print(f"The current temperature in Amsterdam is {temperature}Ā°C.") + + +if __name__ == "__main__": + main() diff --git a/2025/testtips/weather_refactor.py b/2025/testtips/weather_refactor.py new file mode 100644 index 0000000..95944c8 --- /dev/null +++ b/2025/testtips/weather_refactor.py @@ -0,0 +1,33 @@ +import os + +import httpx +from dotenv import load_dotenv + +load_dotenv() + + +class WeatherService: + def __init__(self, client: httpx.Client, api_key: str) -> None: + self.client = client + self.api_key = api_key + + def get_temperature(self, city: str) -> float: + response = self.client.get( + "https://api.weatherapi.com/v1/current.json", + params={"key": self.api_key, "q": city}, + ) + response.raise_for_status() + data = response.json() + return data["current"]["temp_c"] + + +def main() -> None: + api_key = os.getenv("WEATHER_API_KEY", "") + client = httpx.Client() + weather_service = WeatherService(client, api_key) + temperature = weather_service.get_temperature("Amsterdam") + print(f"The current temperature in Amsterdam is {temperature}Ā°C.") + + +if __name__ == "__main__": + main() diff --git a/2025/workspaces/packages/api/main.py b/2025/workspaces/packages/api/main.py new file mode 100644 index 0000000..cdb712b --- /dev/null +++ b/2025/workspaces/packages/api/main.py @@ -0,0 +1,16 @@ +from fastapi import FastAPI +import uvicorn +from core.news import fetch_headlines +import os +from dotenv import load_dotenv + +load_dotenv() # Load environment variables from .env + +app = FastAPI() + +@app.get("/headlines") +def get_headlines(limit: int = 5): + return {"headlines": fetch_headlines(limit)} + +if __name__ == "__main__": + uvicorn.run("main:app", host=os.getenv("HOST", "0.0.0.0"), port=int(os.getenv("PORT", 8000)), reload=True) \ No newline at end of file diff --git a/2025/workspaces/packages/api/pyproject.toml b/2025/workspaces/packages/api/pyproject.toml new file mode 100644 index 0000000..84c5054 --- /dev/null +++ b/2025/workspaces/packages/api/pyproject.toml @@ -0,0 +1,10 @@ +[project] +name = "api_example" +version = "0.1.0" +description = "FastAPI app using uv workspaces" +requires-python = ">=3.12" +dependencies = [ + "fastapi", + "uvicorn", + +] \ No newline at end of file diff --git a/2025/workspaces/packages/cli/main.py b/2025/workspaces/packages/cli/main.py new file mode 100644 index 0000000..e5db0f6 --- /dev/null +++ b/2025/workspaces/packages/cli/main.py @@ -0,0 +1,29 @@ +import typer +from rich.console import Console +from core.news import fetch_headlines +from summarizer.summarize import summarize_text +import os + + +from dotenv import load_dotenv + +load_dotenv() # Load OPENAI_API_KEY from .env + +app = typer.Typer() +console = Console() + +@app.command() +def headlines(limit: int = 5): + headlines = fetch_headlines(limit) + console.print(f"[bold blue]Top {limit} headlines from Hacker News:[/bold blue]") + for i, title in enumerate(headlines, 1): + console.print(f"[green]{i}.[/green] {title}") + + api_key = os.environ.get("OPENAI_API_KEY") + + console.print("\n[bold blue]Summary:[/bold blue]") + summary = summarize_text("\n".join(headlines), api_key) + console.print(summary) + +if __name__ == "__main__": + app() diff --git a/2025/workspaces/packages/cli/pyproject.toml b/2025/workspaces/packages/cli/pyproject.toml new file mode 100644 index 0000000..47b08db --- /dev/null +++ b/2025/workspaces/packages/cli/pyproject.toml @@ -0,0 +1,10 @@ +[project] +name = "cli_example" +version = "0.1.0" +description = "CLI tool using uv workspaces" +requires-python = ">=3.12" +dependencies = [ + "typer", + "rich", + +] \ No newline at end of file diff --git a/2025/workspaces/packages/core/pyproject.toml b/2025/workspaces/packages/core/pyproject.toml new file mode 100644 index 0000000..815ec2d --- /dev/null +++ b/2025/workspaces/packages/core/pyproject.toml @@ -0,0 +1,8 @@ +[project] +name = "core" +version = "0.1.0" +description = "News aggregation core library" +requires-python = ">=3.12" +dependencies = [ + "httpx", "beautifulsoup4" +] \ No newline at end of file diff --git a/2025/workspaces/packages/core/src/core/news.py b/2025/workspaces/packages/core/src/core/news.py new file mode 100644 index 0000000..6e84099 --- /dev/null +++ b/2025/workspaces/packages/core/src/core/news.py @@ -0,0 +1,11 @@ +import httpx +from bs4 import BeautifulSoup + +NEWS_URL = "https://news.ycombinator.com/" + +def fetch_headlines(limit: int = 5) -> list[str]: + response = httpx.get(NEWS_URL, timeout=10) + response.raise_for_status() + soup = BeautifulSoup(response.text, "html.parser") + titles = [a.get_text() for a in soup.select(".titleline a")] + return titles[:limit] diff --git a/2025/workspaces/packages/summarizer/pyproject.toml b/2025/workspaces/packages/summarizer/pyproject.toml new file mode 100644 index 0000000..a66a539 --- /dev/null +++ b/2025/workspaces/packages/summarizer/pyproject.toml @@ -0,0 +1,8 @@ +[project] +name = "summarizer" +version = "0.1.0" +description = "Library for summarizing text using OpenAI" +requires-python = ">=3.12" +dependencies = [ + "openai" +] \ No newline at end of file diff --git a/2025/workspaces/packages/summarizer/src/summarizer/summarize.py b/2025/workspaces/packages/summarizer/src/summarizer/summarize.py new file mode 100644 index 0000000..c3d70b5 --- /dev/null +++ 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