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Python Code Samples

Medium snippets you can copy, study, and run in the browser editor.

631 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…
15 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,
    )
   …
12 0 Open
Cloud + Python medium

Build a URL Shortener Client with Python

A Python class that shortens long URLs and resolves short codes using a REST API built with requests.

url shortener api
Python
import json
import sys
import requests

class URLShortenerClient:
    def __init__(self, base_url="http://tinyurl.com"):
        self.base_url = base_url

    def shorten_url(self, long_url):
        payload = {"url": long_url}
        headers = {"Content-Type": "application/json"}
        response = requests.post(f"{…
58 0 Open
Cloud + Python medium

Cross Account Role Chaining Mock Credentials in Python

Simulate AWS STS AssumeRole with mock credentials for cross-account role chaining in Python.

aws sts mock
Python
import json

class CredentialChain:
    def __init__(self, account_id, role_name):
        self.account_id = account_id
        self.role_name = role_name
        self.credentials = {}

    def assume_role(self, session_name="mock_session"):
        """Simulate STS AssumeRole, returning mock credentials with expiry.""…
19 0 Open
Cloud + Python medium

Exponential Backoff with Jitter for Cloud API Calls in Python

A Python snippet demonstrating exponential backoff with jitter for retrying transient cloud API failures, using a simulated client that has a configurable success rate.

retry backoff jitter
Python
import random
import time


def exponential_backoff_with_jitter(retries=5, base_delay=0.5, max_delay=4.0, jitter_factor=0.3):
    for attempt in range(1, retries + 1):
        delay = min(max_delay, base_delay * (2 ** (attempt - 1)))
        jitter = delay * random.uniform(-jitter_factor, jitter_factor)
        effect…
22 0 Open
Cloud + Python medium

Generate a Mock Presigned URL in Python with HMAC

Build a mock AWS S3 presigned URL using an HMAC-SHA256 signature, mimicking the core SigV4 pattern without cloud SDK dependencies.

aws s3 presigned-url
Python
import hashlib
import hmac
import time
import base64

def generate_presigned_url_mock(secret_key, bucket, object_key, expires_in=3600):
    # Build the canonical request string (simplified AWS SigV4 style)
    timestamp = str(int(time.time()))
    expiry = str(int(time.time()) + expires_in)
    payload = f"GET\n/{buck…
14 0 Open
Cloud + Python medium

How to Evaluate IAM Policy Allow vs Deny in Python

Evaluate an AWS-style IAM policy dict with explicit deny overriding allow and default deny.

iam aws policy-evaluation
Python
import json


def evaluate_policy(action, resource, policy):
    """Evaluate an IAM-like policy dict.
    Explicit deny wins over allow. Default is deny.
    """
    for statement in policy.get("Statement", []):
        effect = statement.get("Effect")
        actions = statement.get("Action", [])
        resources = …
15 0 Open
Cloud + Python medium

How to Mock AWS SQS Send Receive Delete in Python

Build an in-memory mock of the SQS send, receive, and delete message flow for local testing.

aws sqs mock
Python
import json
from collections import deque
from uuid import uuid4


class MockSQSQueue:
    def __init__(self, name):
        self.name = name
        self._messages = deque()
        self._in_flight = {}

    def send_message(self, body, attributes=None):
        message_id = str(uuid4())
        message = {
         …
15 0 Open
Cloud + Python medium

How to Mock Azure Key Vault Secret Get in Python

Mock an Azure Key Vault client's get_secret method with unittest.mock to test functions that retrieve secret values without hitting the real service.

azure key-vault unittest
Python
import unittest
from unittest.mock import MagicMock, patch


def get_secret(key_vault_client, secret_name):
    """Retrieve a secret value from an Azure Key Vault client."""
    secret = key_vault_client.get_secret(secret_name)
    return secret.value


class TestKeyVaultSecretGet(unittest.TestCase):
    def test_get_…
14 0 Open
Cloud + Python medium

How to Mock RDS Snapshot Create and Restore in Python

Mock AWS RDS snapshot creation and restore operations in Python tests using moto and boto3 without hitting real AWS services.

boto3 moto rds
Python
import boto3
from moto import mock_rds


@mock_rds
def create_and_restore_snapshot():
    client = boto3.client("rds", region_name="us-east-1")
    client.create_db_instance(
        DBInstanceIdentifier="my-db",
        DBInstanceClass="db.t3.micro",
        Engine="postgres",
        AllocatedStorage=20,
        Mas…
14 0 Open
Cloud + Python medium

How to mock boto3 S3 upload file wrapper in Python

Wrap an S3 put_object call in a testable function that returns metadata, and mock boto3 to verify the upload without touching AWS.

boto3 s3 aws
Python
import boto3
import io


def upload_file_to_s3(file_obj, bucket, key, object_metadata=None):
    """Upload a file-like object to S3 and return a metadata dict."""
    s3 = boto3.client("s3")
    content = file_obj.read()
    s3.put_object(
        Bucket=bucket,
        Key=key,
        Body=content,
        Metadata=…
14 0 Open
Cloud + Python medium

How to mock boto3 S3 upload in Python

Shows how to mock the boto3 S3 client with unit tests and wrap an upload function to return a dictionary with status details.

boto3 s3 mocking
Python
import boto3
from unittest.mock import Mock, patch

class S3Uploader:
    def __init__(self, bucket_name):
        self.bucket_name = bucket_name
        self.s3 = boto3.client("s3", region_name="us-east-1")

    def upload_file(self, local_path, s3_key):
        self.s3.upload_file(local_path, self.bucket_name, s3_ke…
14 0 Open
Cloud + Python medium

Mock CDK Synth Output in Python for Template Testing

Simulate AWS CDK synth output with MagicMock to test or preview CloudFormation templates without running a real CDK app.

aws cdk cloudformation
Python
import json
from unittest.mock import MagicMock

def mock_cdk_synth() -> dict:
    """Simulate AWS CDK synth output for a simple S3 bucket."""
    cdk_app = MagicMock()
    cdk_app.synth.return_value.template = {
        "Resources": {
            "MyBucket": {
                "Type": "AWS::S3::Bucket",
              …
14 0 Open
Cloud + Python medium

Mock GCP storage bucket blob upload in Python

Simulate uploading a blob to a GCP Storage bucket for testing without hitting the cloud.

gcp mock storage
Python
import io
from datetime import datetime
from unittest.mock import MagicMock, patch


class MockBlob:
    """Simulates a GCP storage blob for unit testing."""
    def __init__(self, name):
        self.name = name
        self.uploaded_at = None
        self.content = b""

    def upload_from_file(self, file_obj):
    …
15 0 Open
Cloud + Python medium

Mock Google Pub/Sub publish and pull in Python

A lightweight in-memory mock of Google Pub/Sub with publisher/subscriber classes to test topic-based fan-out and message pulling without real infrastructure.

pubsub gcp testing
Python
import json
import time
from collections import deque
from dataclasses import dataclass, field
from typing import Any, Callable


@dataclass
class Message:
    data: str
    attributes: dict[str, str] = field(default_factory=dict)
    message_id: str | None = None
    ack_id: str | None = None


class MockPublisher:
 …
16 0 Open
Cloud + Python medium

Mock Route53 change_resource_record_sets in Python

This code demonstrates how to mock AWS Route53 change_resource_record_sets API calls using the botocore Stubber, allowing you to test DNS update logic without touching real infrastructure.

aws route53 boto3
Python
import boto3
from botocore.exceptions import ClientError

def mock_change_resource_record_sets():
    """Demonstrates Route53 change_resource_record_sets with a mock client."""
    # Create a mock Route53 client
    route53 = boto3.client('route53', region_name='us-east-1', 
                          aws_access_key_id…
15 0 Open
Cloud + Python medium

Mock S3 List Objects Paginator in Python

This code implements a mock S3 paginator that yields pages of object keys, mimicking the behavior of boto3's list_objects_v2 paginator for local testing.

s3 mock paginator
Python
import json
from datetime import datetime, timezone


class MockS3Paginator:
    """A mock S3 list_objects_v2 paginator returning pages of keys."""

    def __init__(self, bucket, all_keys, page_size=1000):
        self.bucket = bucket
        self.all_keys = all_keys
        self.page_size = page_size

    def pagina…
15 0 Open
Cloud + Python medium

Mock S3, GCS, and Azure storage with a Python abstract interface

Define an abstract Storage interface and implement a local, filesystem-backed mock so S3, GCS, and Azure code can be tested without cloud dependencies.

storage abstraction testing
Python
from abc import ABC, abstractmethod
from pathlib import Path


class Storage(ABC):
    @abstractmethod
    def put(self, name: str, data: bytes) -> None:
        pass

    @abstractmethod
    def get(self, name: str) -> bytes:
        pass


class LocalStorage(Storage):
    def __init__(self, base_dir: str = "mock_sto…
15 0 Open
Modern tooling medium

How to Bind and Mock structlog Context in Python

Shows how to bind persistent key-value context to a structlog logger, unbind keys, and mock the logger in tests to verify context is passed correctly.

structlog logging mocking
Python
import structlog
from unittest.mock import patch

logger = structlog.get_logger()

def demo():
    logger = structlog.get_logger()
    logger = logger.bind(user_id=42, request_id="abc123")
    logger.info("user logged in", action="login")
    
    # Unbind a key
    logger = logger.unbind("user_id")
    logger.info("r…
20 0 Open
Modern tooling medium

How to Enforce Indentation Rules From .editorconfig in Python

A mock function that reads .editorconfig-style indentation rules (spaces or tabs, size) and fixes indentation in source code lines by tracking brace depth.

editorconfig indentation formatting
Python
def enforce_indent(editorconfig_rules, file_content):
    """
    Mock function to enforce indentation rules from .editorconfig.
    Returns the content with indentation fixed (or unchanged if already compliant).
    """
    indent_style = editorconfig_rules.get("indent_style", "spaces")
    indent_size = int(editorco…
14 0 Open
Modern tooling medium

How to Mock a PEP 517 Build Backend in Python

Use unittest.mock.Mock to simulate a PEP 517 backend interface, stub build hooks, and verify calls for package build automation.

pep517 unittest.mock packaging
Python
import json
from unittest.mock import Mock

# Simulate a PEP 517 backend interface
class Pep517Backend:
    def build_wheel(self, wheel_directory, config_settings=None, metadata_directory=None):
        return f"{wheel_directory}/mock_package-1.0.0-py3-none-any.whl"

    def get_requires_for_build_wheel(self, config_s…
15 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…
17 0 Open
Modern tooling medium

How to Mock subprocess.run for Black Formatter in Python

Use unittest.mock to simulate subprocess.run calls in a Python function that runs the Black formatter, allowing isolated testing without executing external commands.

unittest mock subprocess
Python
import subprocess
from unittest.mock import Mock, patch

def run_black_formatter(file_path: str, check_only: bool = False) -> dict:
    """Run black formatter on a file via subprocess."""
    cmd = ["black", "--check" if check_only else "-", file_path]
    result = subprocess.run(cmd, capture_output=True, text=True)
 …
16 0 Open
Modern tooling medium

How to mock argparse nested subparsers in Python

Build an argparse parser with nested subparsers and test it using unittest.mock.patch for sys.argv and sys.stdout.

argparse subparsers unittest
Python
import argparse
from unittest.mock import patch
from io import StringIO

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

    # Outer subparser
    outer = subparsers.add_parser("outer")
    outer_sub = outer.add_subparsers(dest…
16 0 Open

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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.