code-python

name	code:python
description	Python coding practices and idioms (3.10+). Type hints, dataclasses, Pydantic, pattern matching, async, logging. <example> Context: User is writing Python code user: "implement a data pipeline in Python" </example> <example> Context: User needs Python patterns user: "what's the best way to handle errors in Python" </example>

Tools Reference

Built-in Tools

Tool	Purpose
Read	Read .py files
Write	Create new Python files
Edit	Modify Python code
Bash	Run python, pytest, ruff, mypy, uv
Glob	Find Python files (*.py)
Grep	Search Python code

Related Skills

• marauder:code:python-cli - Typer CLI development
• marauder:code:python-test - pytest testing
• marauder:code:python-fastapi - FastAPI development
• marauder:code:python-gui - PyWebView GUI
• marauder:code:python-tooling - Lint/format/typecheck/validate

---

Python Coding Practices

Modern Python idioms (3.10+) focused on readability and type safety.

Type Hints

Always Annotate

from collections.abc import Sequence
from typing import Optional

def process_users(
    users: Sequence[User],
    active_only: bool = True,
    limit: Optional[int] = None,
) -> list[ProcessedUser]:
    """Process users with optional filtering."""
    ...

Modern Syntax (3.10+)

# Use built-in generics
def get_names(users: list[User]) -> list[str]:
    return [u.name for u in users]

# Union with |
def parse(value: str | int) -> Data: ...

# Optional is just X | None
def find(id: int) -> User | None: ...

Data Classes

from dataclasses import dataclass, field
from datetime import datetime

@dataclass
class Order:
    id: str
    items: list[Item]
    created_at: datetime = field(default_factory=datetime.now)

    @property
    def total(self) -> Decimal:
        return sum(item.price for item in self.items)

# Frozen (Immutable)
@dataclass(frozen=True)
class Point:
    x: float
    y: float

Pydantic for Validation

from pydantic import BaseModel, EmailStr, field_validator

class UserCreate(BaseModel):
    email: EmailStr
    password: str
    name: str | None = None

    @field_validator('password')
    @classmethod
    def password_strength(cls, v: str) -> str:
        if len(v) < 8:
            raise ValueError('Password must be at least 8 characters')
        return v

Pattern Matching (3.10+)

match response:
    case {"status": 200, "data": data}:
        return process(data)
    case {"status": 404}:
        raise NotFoundError()
    case {"status": status} if status >= 500:
        raise ServerError(status)
    case _:
        raise UnknownResponse()

Context Managers

from contextlib import contextmanager

@contextmanager
def database_transaction(db):
    tx = db.begin()
    try:
        yield tx
        tx.commit()
    except Exception:
        tx.rollback()
        raise

Clean Exports

# myapp/models/__init__.py
from .user import User, UserCreate
from .order import Order, OrderItem

__all__ = ['User', 'UserCreate', 'Order', 'OrderItem']

Error Handling

class AppError(Exception):
    """Base exception for application."""

class ValidationError(AppError):
    def __init__(self, field: str, message: str):
        self.field = field
        self.message = message
        super().__init__(f"{field}: {message}")

Exception Chaining

try:
    result = external_api.call()
except ApiError as e:
    raise ProcessingError(f"Failed to process: {e}") from e

Async/Await

async def fetch_all_users(ids: list[int]) -> list[User]:
    tasks = [fetch_user(id) for id in ids]
    return await asyncio.gather(*tasks)

# TaskGroup (3.11+)
async with asyncio.TaskGroup() as tg:
    for item in items:
        tg.create_task(process_item(item))

Logging

Always use logging, especially for desktop/non-terminal apps:

import logging
logger = logging.getLogger(__name__)

logger.info("Starting operation: %s", name)
logger.exception("Failed")  # includes traceback

Never use print() for logging — no visibility in bundled apps.

Forbidden

Never commit:

• # noqa without explanation
• # type: ignore without explanation
• Bare except: (always specify exception type)
• print() for logging (use logger)
• Silent exception swallowing