Code Explainers
Python code explainers
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
python
from django.conf import settings from django.contrib.auth import get_user_model from django.core.mail import EmailMultiAlternatives from django.db.models.signals import post_save
Sending a welcome email with Django signals
signals
email
user-activation
Intermediate
8 steps
python
import csv import io from datetime import date
Streaming a CSV export in FastAPI
streaming
async-generators
csv
Advanced
8 steps
python
import json import logging import stripe
Handling Stripe webhooks in Django
webhooks
signature-verification
idempotency
Intermediate
7 steps
python
from collections import deque class RollingAverage:
A rolling average over a fixed window
sliding-window
running-sum
deque
Intermediate
7 steps
python
from collections import OrderedDict from typing import Callable, Hashable, Iterable, Iterator, TypeVar T = TypeVar("T")
Two ways to dedupe while keeping order
deduplication
generators
ordered-data
Intermediate
7 steps
python
from django.db.models import Sum, Count, F, DecimalField from django.db.models.functions import TruncMonth, Coalesce from .models import Order
Build a monthly revenue report in Django
aggregation
orm
group-by
Advanced
7 steps
python
from pathlib import Path def print_tree(root, prefix="", show_hidden=False):
Printing a directory tree with recursion
recursion
filesystem
sorting
Intermediate
6 steps