Reference library

Python Code Samples

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

54 matches
Automation & scripting medium

Automatically Generate Charts from CSV Files with One Command

Read a CSV file with headers, extract the first two numeric columns, and save a matplotlib line chart as a PNG image.

csv matplotlib charting
Python
import csv
import sys
from pathlib import Path
import matplotlib.pyplot as plt

def generate_chart(csv_path: str) -> None:
    """Read a CSV file with headers and plot the first two numeric columns."""
    data = []
    with open(csv_path, 'r', newline='') as f:
        reader = csv.reader(f)
        headers = next(re…
64 0 Open
Automation & scripting medium

Build a Python Utility That Verifies Backup Integrity Automatically

Automatically compute and verify SHA-256 checksums of backup files using a JSON manifest to detect missing or corrupted data.

sha256 backup integrity
Python
import hashlib
import os
import json

def compute_checksum(filepath, algorithm='sha256'):
    """Compute checksum for the given file."""
    hash_func = hashlib.new(algorithm)
    with open(filepath, 'rb') as f:
        for chunk in iter(lambda: f.read(4096), b''):
            hash_func.update(chunk)
    return hash_f…
51 0 Open
Automation & scripting medium

Build a Terminal Dashboard That Displays Real-Time System Performance in Python

A Python script that reads Linux system files to display a real-time terminal dashboard with CPU usage, memory usage, and CPU temperature.

linux system-monitoring terminal
Python
import os, time, sys
from collections import deque

def get_cpu_temp():
    try:
        with open("/sys/class/thermal/thermal_zone0/temp") as f:
            return round(int(f.read().strip()) / 1000, 1)
    except:
        return None

def get_mem_usage():
    with open("/proc/meminfo") as f:
        lines = f.readli…
42 0 Open
Automation & scripting medium

Build an RSS feed from markdown blog posts in Python

Scans a folder of markdown files, extracts titles, dates, and excerpts, and generates a valid RSS 2.0 XML feed.

rss markdown xml
Python
import re
from pathlib import Path
from xml.etree.ElementTree import Element, SubElement, tostring
from datetime import datetime, timezone
from xml.dom import minidom

def build_rss(blog_dir, site_url="https://example.com"):
    feed = Element("rss", version="2.0")
    channel = SubElement(feed, "channel")
    SubElem…
11 0 Open
Automation & scripting medium

Create a Local Search Engine to Instantly Find Files on Your Computer in Python

Build a local file search engine in Python that indexes files by name, extension, and glob pattern for instant retrieval.

file search indexing os.walk
Python
import os
import sys
import time
from pathlib import Path
import fnmatch

class LocalSearchEngine:
    def __init__(self, root_directory="."):
        self.root_directory = Path(root_directory)
        self.file_index = {}
        
    def build_index(self):
        """Build a complete index of files in the root direc…
44 0 Open
Automation & scripting medium

Detect Circular Imports Across Python Projects Automatically

This script walks through all .py files in a directory, builds an import graph, and uses depth-first search to find cycles—printing each circular dependency chain.

circular-imports import-graph ast
Python
import ast
import sys
from pathlib import Path
from collections import defaultdict, deque

def find_imports(filepath):
    """Return set of module names imported by a Python file."""
    imports = set()
    try:
        with open(filepath) as f:
            tree = ast.parse(f.read())
    except (SyntaxError, UnicodeDe…
39 0 Open
Automation & scripting medium

Extract Attachments from mbox Mailbox Files in Python

Extract file attachments from an mbox mailbox format using Python's standard library email and mailbox modules.

mbox email attachments
Python
import email
import mailbox
from email.policy import default
from pathlib import Path

def extract_attachments(mbox_path, output_dir):
    output_dir = Path(output_dir)
    output_dir.mkdir(exist_ok=True)
    mbox = mailbox.mbox(mbox_path)
    
    for msg in mbox:
        if msg.is_multipart():
            for part i…
13 0 Open
Automation & scripting medium

Find Orphan Files Not Referenced Anywhere in Python

Scan a project directory for files whose names never appear in the content of other files, identifying potentially unused resources.

orphan files file cleanup automation
Python
import os
from pathlib import Path
import re

def find_orphan_files(root_dir: str, extensions: set = None, ignore_patterns: list = None):
    """Find files not referenced by any other file in the project."""
    if extensions is None:
        extensions = {'.txt', '.md', '.py', '.html', '.css', '.js', '.json', '.yaml'…
38 0 Open
Automation & scripting medium

Find Sensitive Information in Log Files with Python

Scan log files for emails, IP addresses, API keys, and passwords using regular expressions in Python.

regex security log-analysis
Python
import re
import os
from pathlib import Path

def find_sensitive_info(log_path):
    """Scans log files for patterns like emails, IPs, API keys, and passwords."""
    patterns = {
        'Email': r'[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}',
        'IP Address': r'\b(?:\d{1,3}\.){3}\d{1,3}\b',
        'API Key'…
37 0 Open
Automation & scripting medium

Find Unused Python Packages Automatically

Scan a Python project's source files for imports and list installed packages not imported anywhere.

unused-packages static-analysis ast
Python
import pkg_resources
import ast
import os
import sys
from pathlib import Path

def find_imports_in_project(project_dir="."):
    imports = set()
    for py_file in Path(project_dir).rglob("*.py"):
        try:
            with open(py_file, "r") as f:
                tree = ast.parse(f.read())
            for node in …
39 0 Open
Automation & scripting medium

Find and Delete Duplicate Files Using Hashing in Python

Walk a directory tree, compute SHA256 hashes for every file, and delete duplicates that share the same hash.

deduplication files hashing
Python
import hashlib
import os
from pathlib import Path

def file_hash(path, block_size=65536):
    """Return SHA256 hash of file content."""
    hasher = hashlib.sha256()
    with open(path, 'rb') as f:
        while chunk := f.read(block_size):
            hasher.update(chunk)
    return hasher.hexdigest()

def find_and_d…
51 0 Open
Automation & scripting medium

Find the Largest Files Consuming Disk Space with a Beautiful Terminal Report in Python

Scan a directory recursively and print a formatted terminal report of the largest files, with human-readable sizes.

file-system disk-space pathlib
Python
import os
import sys
from pathlib import Path

def get_largest_files(directory: str, count: int = 10) -> list:
    """
    Scan the given directory and return the largest files.
    
    Args:
        directory: Path to the directory to scan
        count: Number of largest files to return
        
    Returns:
      …
44 0 Open
Automation & scripting medium

How to Detect Unused Images in a Project with Python

A Python script that scans a website project folder, identifies all image files, and checks HTML/CSS/JS files to find which images are never referenced.

automation files regex
Python
import os
import re
from pathlib import Path

def find_unused_images(project_path):
    image_exts = {'.png', '.jpg', '.jpeg', '.gif', '.svg', '.webp'}
    used_images = set()
    all_images = set()
    
    # Find all image files
    for root, _, files in os.walk(project_path):
        for file in files:
            …
38 0 Open
Automation & scripting medium

How to Generate Project Statistics Including Lines of Code and Complexity in Python

Walk through a Python script that scans a project directory for Python files, counts lines of code excluding blanks and comments, and estimates cyclomatic complexity by counting decision keywords.

code metrics lines of code cyclomatic complexity
Python
import os
from pathlib import Path

def count_lines_of_code(filepath):
    """Counts lines of code in a Python file, excluding blank lines and comments."""
    try:
        with open(filepath, 'r') as f:
            lines = f.readlines()
        code_lines = [line for line in lines if line.strip() and not line.strip()…
40 0 Open
Automation & scripting medium

How to Scan Configuration Files for Security Issues in Python

Automatically scan configuration files for common security mistakes using regex rules in Python.

security config regex
Python
import re
import os
from pathlib import Path

SECURITY_RULES = [
    (r'^#\s*INSECURE_', 'Insecure comment starts with # INSECURE_'),
    (r'password\s*=\s*("|\\\')?[^"\\\'"\s]+("|\\\')?$', 'Hardcoded password'),
    (r'debug\s*=\s*True', 'Debug mode enabled'),
    (r'[Pp]ermit[Rr]ootLogin\s+yes', 'PermitRootLogin ena…
48 0 Open
Automation & scripting medium

How to Sync Two Directories in Python (rsync-like)

Mirror a source directory into a destination by copying new or changed files and deleting extras, similar to rsync.

sync directory rsync
Python
import os
import shutil
import sys
from pathlib import Path

def sync_dirs(src: Path, dst: Path):
    """Mirror src into dst: copy new files, overwrite changed, delete extras."""
    dst.mkdir(parents=True, exist_ok=True)
    for dst_entry in dst.rglob('*'):
        rel = dst_entry.relative_to(dst)
        src_entry =…
14 0 Open
Automation & scripting medium

How to Track GitHub Stars, Forks, and Watchers in Python

Automatically fetch and track stars, forks, and watchers for multiple GitHub repositories, saving snapshots locally as JSON files for historical analysis.

github api automation
Python
import os
import time
import json
import requests
from pathlib import Path
from datetime import datetime

REPOS = [
    "psf/requests",
    "python/cpython",
    "pallets/flask",
]
DATA_DIR = Path("github_metrics")

def fetch_repo_stats(repo):
    url = f"https://api.github.com/repos/{repo}"
    resp = requests.get(ur…
39 0 Open
Automation & scripting medium

How to apply Kubernetes YAML files from a folder in Python

Uses the Kubernetes Python client to apply all YAML manifests in a directory, with sorted processing and per-file error handling.

kubernetes yaml automation
Python
import os
import yaml
from kubernetes import client, config
from kubernetes.utils import create_from_yaml

def apply_yaml_folder(folder_path):
    """Apply all YAML files in a folder using the Kubernetes mock client."""
    # Load mock configuration
    config.load_kube_config()
    k8s_client = client.ApiClient()

  …
12 0 Open
Automation & scripting medium

How to check Python files for common coding mistakes

Walks a directory tree parsing each .py file with ast, reporting empty functions, bare try blocks, too many parameters, and empty classes.

ast linting code-quality
Python
import ast
import os
import sys

def check_file(filepath):
    try:
        with open(filepath) as f:
            code = f.read()
        tree = ast.parse(code, filename=filepath)
    except SyntaxError as e:
        print(f"{filepath}: SyntaxError: {e.msg}")
        return
    
    issues = []
    for node in ast.wal…
42 0 Open
Automation & scripting medium

Mount ISO Loop Device Mock Script in Python

Simulate ISO mounting with a loop device using a mock class — useful for testing scripts that depend on mount/unmount without actual system privileges.

iso loop-device mock
Python
import os
import tempfile
from dataclasses import dataclass
from pathlib import Path

@dataclass
class LoopDevice:
    path: str
    iso_path: str
    mounted: bool = False

    def mount(self, mount_point: str):
        if self.mounted:
            raise RuntimeError(f"Loop device {self.path} already mounted")
      …
14 0 Open
Automation & scripting medium

Python: Archive Old Logs by Compressing Gzip by Age

A Python script that finds .log files older than a specified age and compresses them into .gz archives while removing the originals.

gzip log-rotation automation
Python
import gzip
import os
import shutil
from pathlib import Path


def archive_logs(log_dir: str, max_age_days: int) -> list[str]:
    """Compress log files older than max_age_days into .gz archives.
    
    Returns a list of compressed file paths.
    """
    cutoff = time.time() - max_age_days * 86400
    compressed = …
14 0 Open
Data pipelines & processing medium

How to Stream a Large JSONL File Line by Line in Python

Process a large JSON-lines file incrementally using streaming techniques to avoid loading the entire file into memory.

streaming jsonl large-files
Python
import json

def process_large_file(filepath, chunk_size=8192):
    """
    Stream a large JSON-lines file line by line, processing each record
    without loading the entire file into memory.
    """
    total_count = 0
    total_sum = 0
    
    with open(filepath, 'r') as f:
        while True:
            chunk = …
13 0 Open
Git + Python medium

How to Archive a Repository as a ZIP in Python

Create a ZIP archive of a repository directory with a mock export, skipping hidden files and __pycache__ folders.

zipfile os.walk archiving
Python
import zipfile
import io
import os
from pathlib import Path


def archive_repo_mock(repo_path, output_path="repo_archive.zip"):
    """Create a zip archive of a repository directory (mock export)."""
    repo = Path(repo_path)
    if not repo.exists():
        raise FileNotFoundError(f"Repository not found: {repo}")

…
13 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…
14 0 Open

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Guide: free Python code samples library

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How to use this library

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  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.