Code Explainers

Python code explainers

python
from flask import Blueprint, jsonify, request, abort
from flask_caching import Cache
 
cache = Cache(config={"CACHE_TYPE": "RedisCache", "CACHE_REDIS_URL": "redis://localhost:6379/0"})

Custom cache keys for Flask endpoints

caching redis cache-invalidation
Intermediate 7 steps
python
from fastapi import APIRouter, FastAPI, HTTPException
from pydantic import BaseModel
 
 

Versioning a FastAPI API with mounted sub-apps

api-versioning response-models sub-applications
Intermediate 6 steps
python
import re
import unicodedata
 
_SLUG_STRIP = re.compile(r"[^\w\s-]")

Building URL-safe slugs in Python

string-processing regex unicode-normalization
Intermediate 7 steps
python
import os
import tarfile
from pathlib import Path
 

Safely compressing and extracting tar.gz archives

file-io compression path-traversal
Intermediate 6 steps
python
from collections import OrderedDict
from typing import Any, Hashable, Optional
 
 

Building an LRU cache with OrderedDict

caching eviction data-structures
Intermediate 6 steps
python
from flask import Flask, g, jsonify, request, abort
from sqlalchemy import create_engine
from sqlalchemy.orm import scoped_session, sessionmaker
 

Per-request SQLAlchemy sessions in Flask

database sessions request lifecycle connection management
Intermediate 7 steps
python
from fastapi import APIRouter, Depends, Response, status
from sqlalchemy.orm import Session
 
from .database import get_db

Building a REST article resource in FastAPI

dependency injection rest api orm
Intermediate 8 steps
python
from functools import wraps
from flask import Blueprint, session, request, redirect, url_for, flash, render_template
from werkzeug.security import check_password_hash
 

Session-based auth with a Flask Blueprint

authentication decorators sessions
Intermediate 9 steps
python
import logging
import re
 
 

Redacting secrets in Python log records

logging regex redaction
Intermediate 7 steps
python
import asyncio
import logging
from contextlib import asynccontextmanager
from datetime import datetime, timedelta, timezone

A background session cleaner in FastAPI

background-tasks asyncio lifespan
Intermediate 8 steps
python
import bisect
from typing import Sequence
 
 

Computing latency percentiles in Python

percentiles interpolation binary-search
Intermediate 8 steps
python
from datetime import date
from enum import Enum
from typing import Annotated
 

Reusable query params with Pydantic in FastAPI

query-parameters validation pagination
Intermediate 8 steps
python
import csv
from pathlib import Path
 
 

Splitting a large CSV into smaller files

file-io streaming csv
Intermediate 8 steps
python
from functools import wraps
 
from django.core.cache import cache
from django.http import JsonResponse

Building a rate-limit decorator in Django

decorators rate limiting caching
Intermediate 7 steps
python
import os
import time
from pathlib import Path
 

Polling a directory for file changes in Python

polling filesystem set-operations
Intermediate 8 steps
python
from decimal import Decimal
 
from django.db import transaction
from django.core.exceptions import ValidationError

Placing an order atomically in Django

transactions row-locking concurrency
Advanced 9 steps
python
import os
from dataclasses import dataclass
from functools import lru_cache
 

Loading typed config from environment variables

configuration environment-variables type-coercion
Intermediate 6 steps
python
import hashlib
from pathlib import Path
 
 

Streaming SHA-256 checksums in Python

hashing file-io streaming
Intermediate 6 steps