Reference library

Python Code Samples

Copy-ready Python snippets by topic and difficulty — short, focused, and runnable in the browser editor.

117 matches
Git + Python medium

Python Script to Rotate a Leaked API Key

A checklist-driven Python script that scans a codebase for a leaked API key, replaces it with a new one, and prints a step-by-step rotation checklist.

security secrets file-scanning
Python
#!/usr/bin/env python3
"""Checklist for rotating a leaked API key across a codebase."""

import re
from pathlib import Path


CHECKLIST = [
    "Identify all files containing the leaked key",
    "Generate a new key with sufficient entropy",
    "Update the secret storage/CI environment variables",
    "Replace the ol…
14 0 Open
Git + Python medium

Show Blame Line Author with subprocess in Python

This Python script runs git blame --line-porcelain via subprocess and counts how many lines each author owns in a file.

git subprocess blame
Python
import subprocess
from collections import Counter

def get_blame_authors(file_path):
    """Extract author names from git blame output using subprocess."""
    result = subprocess.run(
        ["git", "blame", "--line-porcelain", file_path],
        capture_output=True,
        text=True,
        check=True,
    )
   …
11 0 Open
Cloud + Python easy

How to Mock Pulumi Stack Outputs in Python

Create a dict-like mock of Pulumi stack outputs for local testing and scripts without running pulumi.

pulumi mock cloud
Python
from collections import defaultdict

class StackOutputMock:
    def __init__(self, outputs: dict):
        self.outputs = dict(outputs)
    
    def export(self):
        return self.outputs
    
    def get(self, key: str, default=None):
        return self.outputs.get(key, default)
    
    def keys(self):
        r…
13 0 Open
Cloud + Python easy

How to Validate AWS Security Group Ingress Rules in Python

Validates AWS security group ingress rules (protocol, port ranges, CIDR, description) and returns a list of errors or OK.

aws security-groups validation
Python
from dataclasses import dataclass
from typing import List, Optional

@dataclass
class SecurityGroupRule:
    protocol: str
    port_range: tuple
    cidr: str
    description: str = ""

def validate_ingress_rule(rule: SecurityGroupRule) -> List[str]:
    """Validate a security group ingress rule against common AWS pat…
11 0 Open
Modern tooling easy

Build a Recipe Runner Mock in Python

A Python script that mocks a command runner recipe system: maps recipe names to shell commands, executes them with subprocess, and prints the output and exit code.

subprocess command-runner recipes
Python
import subprocess
import sys


def run_recipe(recipe: str) -> None:
    """Simulate a command runner recipe by printing the command and exit code."""
    print(f"Running recipe: {recipe}")
    result = subprocess.run(recipe, shell=True, capture_output=True, text=True)
    print(f"Exit code: {result.returncode}")
    i…
15 0 Open
Modern tooling easy

How to Create a Mock Virtualenv with an Activation Script in Python

Create a mock virtualenv directory with a generated bash activation script using Python's standard library.

virtualenv mock subprocess
Python
import os
import subprocess
import sys
from pathlib import Path


def mock_virtualenv(name: str = "myenv") -> Path:
    """Create a mock virtualenv directory and activation script."""
    env_dir = Path(name)
    env_dir.mkdir(exist_ok=True)
    (env_dir / "bin").mkdir(exist_ok=True)

    activate_script = f"""#!/bin/…
13 0 Open
Modern tooling easy

How to Mock Click CLI App Subcommands in Python

Simulate Click-style CLI subcommand calls in Python by using argparse with subparsers and mocking sys.argv in tests or scripts.

cli argparse mocking
Python
import sys
import argparse


def do_greet(args):
    print(f"Hello, {args.name}!")


def do_goodbye(args):
    print(f"Goodbye, {args.name}!")


def main():
    parser = argparse.ArgumentParser(prog="clickapp")
    subparsers = parser.add_subparsers(dest="command", required=True)

    greet_parser = subparsers.add_par…
14 0 Open
Modern tooling medium

How to Mock a semantic-release Changelog in Python

This Python code simulates a semantic-release changelog generator, grouping commits by type and formatting them into a markdown changelog.

semantic-release changelog automation
Python
import json
from datetime import datetime


class SemanticReleaseChangelog:
    def __init__(self, version, commits):
        self.version = version
        self.commits = commits
        self.release_date = datetime.now().isoformat()

    def generate_changelog(self):
        grouped = {}
        for commit in self.c…
15 0 Open
Modern tooling easy

How to configure ruff linter rules in pyproject.toml with Python

This Python script generates a pyproject.toml file with ruff linter rules, including selected and ignored rules, per-file ignores, and complexity limits.

ruff linter pyproject
Python
from pathlib import Path

def configure_ruff_rules(project_dir: str = "my_project") -> None:
    """Create a pyproject.toml with ruff linter rules for mock usage."""
    pyproject_path = Path(project_dir) / "pyproject.toml"
    pyproject_path.parent.mkdir(parents=True, exist_ok=True)

    config = """[tool.ruff]
line-…
12 0 Open
Modern tooling easy

Lint a Dockerfile with a Mock Hadolint in Python

A lightweight Python script that simulates hadolint by scanning Dockerfile text for common lint rules and printing violations.

docker linting hadolint
Python
import subprocess
import tempfile
from pathlib import Path


def lint_dockerfile(content: str) -> list[str]:
    """Mock hadolint by checking a few rules and returning violations."""
    violations = []
    lines = content.splitlines()

    for idx, line in enumerate(lines, start=1):
        stripped = line.strip()
  …
14 0 Open
Modern tooling easy

Makefile Targets for lint, test, and build in Python

This Python script defines common Makefile targets (lint, test, build) as subprocess commands, printing each target's command and executing them with error checking.

subprocess makefile tooling
Python
import subprocess

TARGETS = {
    "lint": ["ruff", "check", "."],
    "test": ["pytest", "-q"],
    "build": ["python", "-m", "build"],
}


def run(target: str) -> None:
    if target not in TARGETS:
        raise ValueError(f"Unknown target: {target}")
    print(f"Running {target}...")
    subprocess.run(TARGETS[tar…
14 0 Open
Testing & modern typing easy

Mock datetime with time-machine in Python

Use the time-machine library to travel to a fixed datetime when running tests or scripts, mocking datetime.utcnow().

testing datetime mock
Python
from time_machine import travel
from datetime import datetime


@travel("2020-01-01 10:30:00")
def check_date():
    return datetime.utcnow()


if __name__ == "__main__":
    print(check_date())
14 0 Open
API design & gRPC easy

Generate an OpenAPI Spec from Mock Routes in Python

This Python script generates an OpenAPI 3.0 specification from a simple mock routes dictionary, mapping each HTTP method to response examples.

openapi api-docs api-design
Python
import json
from pathlib import Path


def generate_openapi_spec(routes: dict, title: str = "Mock API", version: str = "1.0.0") -> dict:
    paths = {}
    for route, methods in routes.items():
        path_item = {}
        for method, response_data in methods.items():
            method = method.lower()
            …
16 0 Open
Streaming & messaging easy

How to Mock MQTT Topic Subscriptions with QoS in Python

Build a lightweight MQTT client mock that tracks topic subscriptions with QoS levels and simulates wildcard message delivery.

mqtt mock qos
Python
import time
from collections import defaultdict

class MockMQTTClient:
    def __init__(self):
        self.subscriptions = defaultdict(list)
        self.messages = []
    
    def subscribe(self, topic, qos=0):
        self.subscriptions[topic].append(qos)
        print(f"Subscribed to '{topic}' with QoS {qos}")
   …
14 0 Open
Streaming & messaging easy

Using the retained message flag in MQTT with Python

This script subscribes to an MQTT topic and prints the retained flag for each received message, demonstrating how to distinguish retained messages from normal ones.

mqtt paho-mqtt iot
Python
import paho.mqtt.client as mqtt

def on_connect(client, userdata, flags, rc):
    print(f"Connected with result code {rc}")
    # Subscribe to a topic and check retained flag
    client.subscribe("test/retained")
    print("Subscribed to test/retained")

def on_message(client, userdata, msg):
    # msg.retain is the M…
14 0 Open
Caching & Redis hard

Mock Redis Lua Script Atomic Execution in Python

A MockRedis class that simulates atomic Lua script execution via EVALSHA with a simplified parser for basic commands.

redis lua mock
Python
import hashlib

class MockRedis:
    def __init__(self):
        self.data = {}
        self.scripts = {}

    def script_load(self, script):
        sha = hashlib.sha1(script.encode()).hexdigest()
        self.scripts[sha] = script
        return sha

    def evalsha(self, sha, keys, args):
        if sha not in self…
17 0 Open
Observability & SRE easy

Rotate Log Files by Size in Python

A mock log rotation script that renames log files exceeding a size threshold, appending numbered backups.

log-rotation pathlib file-management
Python
import os
from pathlib import Path

def rotate_logs(directory: str, max_size: int = 100) -> None:
    """Rotate log files that exceed max_size bytes."""
    log_dir = Path(directory)
    for log_file in sorted(log_dir.glob("*.log"), key=lambda p: str(p)):
        if log_file.stat().st_size > max_size:
            for …
13 0 Open
Big data & Spark easy

Modeling a Hive Metastore Table Schema in Python

A dataclass that mimics a Hive metastore table schema—columns, partition keys, storage format, and location—with helper methods for description and mutation.

hive dataclass metastore
Python
from dataclasses import dataclass, field
from typing import Dict, List, Optional


@dataclass
class HiveTable:
    """Simple mock of a Hive metastore table schema."""
    name: str
    database: str = "default"
    columns: List[Dict[str, str]] = field(default_factory=list)
    partition_keys: List[Dict[str, str]] = f…
14 0 Open
ML engineering pipelines easy

Compare Model A vs Model B Metrics in Python

A script that simulates and compares metrics between two ML models, showing a formatted diff table for quick insight.

model comparison mock metrics
Python
import random


def compare_a_b(samples=5):
    """Mock comparison of model A vs model B predictions."""
    metrics = ["accuracy", "precision", "recall", "f1"]
    print(f"{'Metric':<12}{'Model A':>10}{'Model B':>10}{'Diff':>10}")
    print("-" * 42)

    random.seed(42)
    for metric in metrics:
        a = round(r…
15 0 Open
A/B testing & experimentation easy

How to Generate Multivariate JSON Mock Data in Python

This script generates mock multivariate JSON-compatible data with measurements and boolean flags for testing and experimentation pipelines.

json mock-data multivariate
Python
import json

def multivariate_mock(row_count: int = 3) -> list:
    """Generate mock multivariate data as list of JSON-compatible dicts."""
    records = []
    for i in range(row_count):
        record = {
            "id": i + 1,
            "measurements": {
                "temperature": 20.5 + i * 1.5,
          …
13 0 Open
Auth & security at scale easy

How to Generate PKCE Code Challenge in Python

This Python script generates a PKCE code verifier and its corresponding S256 code challenge for secure OAuth2 authorization flows.

pkce oauth2 security
Python
import base64
import hashlib
import os
import secrets
import string

def generate_code_verifier(length=64):
    alphabet = string.ascii_letters + string.digits + "-._~"
    return "".join(secrets.choice(alphabet) for _ in range(length))

def generate_code_challenge(code_verifier, method="S256"):
    if method == "S256…
15 0 Open

Browse by section

Each section groups closely related Python snippets.

Guide: free Python code samples library

Copy-ready Python snippets for learners and developers

PythonSkillset code samples are short, focused examples organised by topic and difficulty. Every snippet is server-rendered HTML — readable by search engines and easy to copy. Open any sample, read the notes, copy the code, then press Try in editor to run it in the browser with Pyodide.

How to use this library

  1. Pick a topic section — strings, lists, files, functions, and more
  2. Open a sample, read How it works, and copy the code block
  3. Run it in the IDE, tweak values, then take a related quiz or tutorial lesson

Samples vs tutorials and challenges

Samples are quick reference — one concept per page. For step-by-step teaching, use our Python tutorials. To test yourself, try quizzes or coding challenges. Clean up style with the Python formatter.