Code Explainers

Python code explainers

python
from flask import Blueprint, render_template, redirect, url_for, session, request
from wtforms import Form, StringField, SelectField, IntegerField
from wtforms.validators import DataRequired, Email, NumberRange
 

A multi-step signup wizard in Flask

blueprints session-state form-validation
Intermediate 10 steps
python
from itertools import cycle
from collections import defaultdict
 
 

Round-robin task distribution in Python

round-robin iterators load-balancing
Intermediate 6 steps
python
import base64
import json
from typing import Annotated, Optional
 

Cursor pagination in a FastAPI endpoint

pagination cursor async
Intermediate 9 steps
python
import secrets
 
from fastapi import Depends, FastAPI, HTTPException, Security, status
from fastapi.security import APIKeyHeader

API key authentication as a FastAPI dependency

authentication dependency-injection api-keys
Intermediate 8 steps
python
import hashlib
from collections import defaultdict
from pathlib import Path
 

Finding duplicate files by size then hash

hashing file-io deduplication
Intermediate 7 steps
python
from flask import Flask, request, g, jsonify
from flask_babel import Babel, gettext as _, format_datetime
from datetime import datetime
 

Per-request localization in Flask with Babel

i18n content-negotiation request-lifecycle
Intermediate 8 steps
python
from django.core.cache import cache
from django.core.cache.utils import make_template_fragment_key
from django.db.models.signals import post_save, post_delete
from django.dispatch import receiver

Busting template fragment caches in Django

caching signals cache-invalidation
Intermediate 4 steps
python
from datetime import datetime, timezone
 
_INTERVALS = (
    ("year", 60 * 60 * 24 * 365),

Building a human-friendly time_ago helper

datetime timezones formatting
Intermediate 5 steps
python
import time
import threading
from flask import Flask, request, jsonify, g
 

A token-bucket rate limiter in Flask

rate-limiting token-bucket middleware
Intermediate 7 steps
python
from functools import wraps
 
from flask import Blueprint, abort, jsonify
from flask_login import current_user, login_required

Building an admin-only decorator in Flask

decorators authorization access-control
Intermediate 7 steps
python
from django.urls import path, include
 
app_name = "api"
 

How URL-namespaced API versioning works in Django

api versioning url routing namespaces
Intermediate 8 steps
python
import asyncio
from dataclasses import dataclass
 
import aiohttp

Bounded-concurrency HTTP fetching with asyncio

async concurrency semaphore
Intermediate 8 steps
python
from pathlib import Path
from typing import Iterator
 
 

Filtering files with pathlib.glob

generators filesystem filtering
Intermediate 6 steps
python
import heapq
from collections import Counter
from typing import Iterable, Hashable
 

Finding the top-N items in a stream

heaps counting generators
Intermediate 5 steps
python
from flask import Blueprint, jsonify
from sqlalchemy import text
from sqlalchemy.exc import SQLAlchemyError
 

Building a health check endpoint in Flask

health-check blueprint error-handling
Intermediate 6 steps
python
import pandas as pd
import numpy as np
 
 

Cleaning a customer DataFrame with pandas

data-cleaning regex normalization
Intermediate 9 steps
python
from datetime import date, timedelta
from typing import Annotated
 
from fastapi import APIRouter, Depends, Query

Validating date ranges with FastAPI dependencies

dependency-injection validation pydantic
Intermediate 6 steps
python
from collections.abc import MutableMapping
 
 
class CaseInsensitiveDict(MutableMapping):

Building a case-insensitive dict in Python

data structures abstract base classes dunder methods
Intermediate 8 steps