Code Explainers

Python code explainers

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
python
import ijson
from decimal import Decimal
 
 

Streaming JSON aggregation with ijson

streaming json-parsing generators
Intermediate 7 steps
python
import os
import uuid
 
from flask import Blueprint, current_app, jsonify, request

Handling secure file uploads in Flask

file-upload validation blueprints
Intermediate 8 steps
python
from django.core.cache import cache
from django.db.models import Count, Sum, Q
from django.utils import timezone
 

Caching a Django dashboard aggregate query

caching aggregation conditional-queries
Intermediate 7 steps
python
import time
from contextlib import contextmanager
 
 

A reusable timing context manager in Python

context-manager timing generators
Intermediate 5 steps
python
import os
from datetime import datetime, timezone
 
import jwt

JWT bearer auth as a FastAPI dependency

authentication jwt dependency-injection
Intermediate 7 steps
python
import logging
import traceback
 
from flask import Blueprint, jsonify, request

Centralized JSON error handling in Flask

error-handling blueprints json-api
Intermediate 5 steps
python
from datetime import datetime, date
from decimal import Decimal
from flask import Flask, jsonify
from flask.json.provider import DefaultJSONProvider

Serializing SQLAlchemy models in Flask JSON

serialization orm json
Intermediate 6 steps