Code Explainers
Python code explainers
python
from django.db import models from django.utils.text import slugify
Auto-generating unique slugs in Django
slugs
orm
model-methods
Intermediate
7 steps
python
from functools import lru_cache import math
Memoizing number theory with lru_cache
memoization
number-theory
caching
Intermediate
8 steps
python
import re from collections import defaultdict from pathlib import Path
Summarizing log files by date in Python
regex
parsing
aggregation
Intermediate
7 steps
python
import threading import logging logger = logging.getLogger(__name__)
A self-rescheduling periodic task in Python
threading
scheduling
concurrency
Intermediate
6 steps
python
from collections import ChainMap from functools import reduce from typing import Any, Iterable, Mapping
Five ways to merge dicts in Python
dictionaries
merging
recursion
Intermediate
8 steps
python
from fastapi import Depends, FastAPI, HTTPException from sqlalchemy import create_engine from sqlalchemy.orm import Session, sessionmaker
Wiring SQLAlchemy sessions into FastAPI
dependency-injection
orm
sessions
Intermediate
7 steps
python
import re _UNIT_SECONDS = { "w": 604800,
Parsing duration strings like 1h30m in Python
regex
parsing
validation
Intermediate
8 steps
python
import csv from collections import defaultdict from dataclasses import dataclass, field from decimal import Decimal, InvalidOperation
Aggregating CSV sales by category in Python
dataclasses
csv-parsing
defaultdict
Intermediate
8 steps
python
from flask import Blueprint, jsonify, request, abort from .models import Article, db from .schemas import article_schema, articles_schema
Building a REST articles API with Flask Blueprints
rest-api
blueprints
serialization
Intermediate
7 steps
python
from django.core.cache import cache from rest_framework.throttling import SimpleRateThrottle
A login rate throttle in Django REST Framework
rate-limiting
caching
throttling
Intermediate
8 steps
python
import stripe from fastapi import APIRouter, Request, Header, HTTPException from app.config import settings
Handling Stripe webhooks in FastAPI
webhooks
signature-verification
event-routing
Intermediate
7 steps
python
from operator import itemgetter def sort_employees(employees):
Multi-key sorting patterns in Python
sorting
tuple-keys
itemgetter
Intermediate
5 steps
python
from itertools import islice from typing import Iterable, Iterator, TypeVar T = TypeVar("T")
Batching an iterable for bulk indexing
generators
batching
lazy-evaluation
Intermediate
7 steps
python
import time from dataclasses import dataclass, field from fastapi import Depends, FastAPI, HTTPException, Request, status
Token-bucket rate limiting in FastAPI
rate-limiting
token-bucket
dependency-injection
Advanced
10 steps
python
import argparse import sys from pathlib import Path
Building a subcommand CLI with argparse
cli
argparse
subcommands
Intermediate
6 steps
python
from collections.abc import Mapping from typing import Any, Iterator
Flattening nested config into dotted keys
recursion
generators
tree-traversal
Intermediate
7 steps
python
import csv import io from datetime import datetime
Streaming a CSV export in Flask
streaming
generators
csv
Intermediate
9 steps
python
import time from collections import defaultdict from threading import Lock
Sliding-window login rate limiting in Flask
rate-limiting
sliding-window
thread-safety
Intermediate
7 steps