Reference library

Python Code Samples

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

4 matches
Algorithms & data structures medium

Find Missing Numbers, Duplicates, and Ranges in Python

Analyze a list to identify missing numbers, duplicate values, and contiguous ranges using sets and the Counter class.

algorithms sets counting
Python
def find_missing_duplicates_ranges(numbers):
    """Find missing numbers, duplicates, and ranges in a list."""
    from collections import Counter
    
    if not numbers:
        return {"missing": [], "duplicates": [], "ranges": []}
    
    full_range = set(range(min(numbers), max(numbers) + 1))
    present = set(n…
12 0 Open
Automation & scripting medium

How to Scan Open Ports on a Host with Python

A Python function that uses socket.connect_ex to check for open TCP ports on a given host within a range and returns a list of open ports.

socket network port-scanning
Python
import socket

def scan_ports(host, start_port, end_port):
    open_ports = []
    for port in range(start_port, end_port + 1):
        sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
        sock.settimeout(0.5)
        result = sock.connect_ex((host, port))
        if result == 0:
            open_ports.app…
42 0 Open
Database scaling & optimization medium

How to Mock a Hot Shard Split in Python

Simulate a database hot shard splitting into two shards by key ranges when it exceeds a threshold, with a mock class for testing.

sharding databases mock
Python
import random
from collections import defaultdict


class HotShardMock:
    """Mock implementation of a hot shard split in a distributed database."""

    def __init__(self, shard_id="shard_1", max_entries=5):
        self.shard_id = shard_id
        self.max_entries = max_entries
        self.entries = {}

    def ad…
16 0 Open
Database scaling & optimization medium

Snowflake ID Generator with Cluster Index Mock in Python

A thread-safe Snowflake ID generator mock that creates unique 64-bit IDs across simulated cluster nodes and maintains a sorted in-memory index for range queries.

snowflake id-generation clustering
Python
import time
import threading

class SnowflakeIDGenerator:
    def __init__(self, machine_id, datacenter_id):
        self.machine_id = machine_id
        self.datacenter_id = datacenter_id
        self.sequence = 0
        self.last_timestamp = -1
        self.machine_bits = 5
        self.datacenter_bits = 5
        …
13 0 Open

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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.