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The Complete Software Architecture Database

Production implementations for the 10 most popular programming languages.

Fetching pages in parallel using asyncio, httpx, and BeautifulSoup.

import asyncio
import httpx
from bs4 import BeautifulSoup

class AsyncScraper:
    def __init__(self, urls):
        self.urls = urls

    async def fetch(self, client, url):
        try:
            r = await client.get(url, timeout=10.0, follow_redirects=True)
            if r.status_code == 200:
                soup = BeautifulSoup(r.text, 'html.parser')
                return {"url": url, "title": soup.title.string.strip() if soup.title else ""}
        except Exception as e:
            return {"url": url, "error": str(e)}

    async def run(self):
        async with httpx.AsyncClient() as client:
            return await asyncio.gather(*[self.fetch(client, u) for u in self.urls])

Automatic retrying of failed network requests with delay.

import time
from functools import wraps

def retry(retries=3, delay=2):
    def decorator(func):
        @wraps(func)
        def wrapper(*args, **kwargs):
            attempts = 0
            while attempts < retries:
                try:
                    return func(*args, **kwargs)
                except Exception as e:
                    attempts += 1
                    if attempts == retries: raise e
                    time.sleep(delay)
        return wrapper
    return decorator

Secure decoding and validation of authorization headers (PyJWT).

import jwt
import os

# UWAGA: nigdy nie zapisuj sekretu na stałe w kodzie.
# Wczytaj go ze zmiennej środowiskowej.
SECRET_KEY = os.environ["JWT_SECRET_KEY"]
ALGORITHM = "HS256"

def verify_token(token: str):
    try:
        payload = jwt.decode(token, SECRET_KEY, algorithms=[ALGORITHM])
        return {"valid": True, "payload": payload}
    except jwt.ExpiredSignatureError:
        return {"valid": False, "error": "Token wygasł"}
    except jwt.InvalidTokenError:
        return {"valid": False, "error": "Nieprawidłowy token"}

Protection against XSS and code injection using html.escape.

import html

def sanitize_input(user_input):
    if not isinstance(user_input, str):
        return ""
    return html.escape(user_input.strip())

Sending advanced system status reports via API.

import requests

def send_telegram_message(token, chat_id, message):
    url = f"https://api.telegram.org/bot{token}/sendMessage"
    payload = {"chat_id": chat_id, "text": message, "parse_mode": "Markdown"}
    response = requests.post(url, json=payload)
    return response.json()

Middleware that protects endpoints from DDoS and brute-force attacks.

const rateLimit = require('express-rate-limit');

const apiLimiter = rateLimit({
    windowMs: 15 * 60 * 1000,
    max: 100,
    standardHeaders: true,
    legacyHeaders: false,
    message: { status: 429, error: "Zbyt wiele żądań, spróbuj później." }
});

Secure authorization of incoming requests using HMAC SHA256.

const crypto = require('crypto');

function verifyWebhookSignature(req, secretKey) {
    const signature = req.headers['x-hub-signature-256'];
    if (!signature) return false;
    const hmac = crypto.createHmac('sha256', secretKey);
    const digest = `sha256=${hmac.update(req.rawBody).digest('hex')}`;
    return crypto.timingSafeEqual(Buffer.from(signature), Buffer.from(digest));
}

Controlling the number of concurrently running background operations.

class TaskQueue {
    constructor(concurrency = 2) {
        this.concurrency = concurrency;
        this.running = 0;
        this.queue = [];
    }
    add(task) {
        return new Promise((resolve, reject) => {
            this.queue.push({ task, resolve, reject });
            this.next();
        });
    }
    next() {
        if (this.running >= this.concurrency || this.queue.length === 0) return;
        this.running++;
        const { task, resolve, reject } = this.queue.shift();
        task().then(resolve).catch(reject).finally(() => { this.running--; this.next(); });
    }
}

Generating salted hashes and verifying them with bcrypt.

const bcrypt = require('bcrypt');

async function hashPassword(plainPassword) {
    return await bcrypt.hash(plainPassword, 10);
}

async function verifyPassword(plainPassword, hashed) {
    return await bcrypt.compare(plainPassword, hashed);
}

An HTTP client resilient to hanging microservices (AbortController).

async function robustFetch(url, options = {}, timeoutMs = 5000) {
    const controller = new AbortController();
    const timer = setTimeout(() => controller.abort(), timeoutMs);
    try {
        const res = await fetch(url, { ...options, signal: controller.signal });
        clearTimeout(timer);
        if (!res.ok) throw new Error(`HTTP error: ${res.status}`);
        return await res.json();
    } catch (err) {
        clearTimeout(timer);
        throw err;
    }
}

A manual implementation of the inversion-of-control pattern using generics.

class Container {
    private services = new Map();

    register(name: string, instance: T): void {
        this.services.set(name, instance);
    }

    resolve(name: string): T {
        const service = this.services.get(name);
        if (!service) throw new Error(`Service not found: ${name}`);
        return service as T;
    }
}

Validating environment configuration using the Zod library.

import { z } from 'zod';

const envSchema = z.object({
    PORT: z.string().transform(Number),
    DATABASE_URL: z.string().url(),
    NODE_ENV: z.enum(['development', 'production'])
});

export const env = envSchema.parse(process.env);

Database operation abstraction for arbitrary TypeScript models.

interface IRepository {
    findById(id: string): Promise;
    save(entity: T): Promise;
}

class InMemoryRepository implements IRepository {
    private items = new Map();
    async findById(id: string): Promise { return this.items.get(id) || null; }
    async save(entity: T): Promise { this.items.set(entity.id, entity); }
}

Deep type checking of nested objects via Type Guards.

interface User { id: string; name: string; }

function isUser(obj: any): obj is User {
    return obj 
        && typeof obj === 'object' 
        && typeof obj.id === 'string' 
        && typeof obj.name === 'string';
}

A production event logging system with log-level interfaces.

type LogLevel = 'INFO' | 'WARN' | 'ERROR';

class TypedLogger {
    private log(level: LogLevel, message: string, meta?: Record) {
        console.log(JSON.stringify({ timestamp: new Date().toISOString(), level, message, ...meta }));
    }
    info(msg: string, meta?: Record) { this.log('INFO', msg, meta); }
    error(msg: string, meta?: Record) { this.log('ERROR', msg, meta); }
}

Lazy initialization with double-checked locking in a multithreaded environment.

public class SecureSingleton {
    private static volatile SecureSingleton instance;
    private SecureSingleton() {}
    
    public static SecureSingleton getInstance() {
        if (instance == null) {
            synchronized (SecureSingleton.class) {
                if (instance == null) {
                    instance = new SecureSingleton();
                }
            }
        }
        return instance;
    }
}

Async processing of task batches using Future objects.

import java.util.concurrent.*;

public class TaskProcessor {
    public static void run() {
        ExecutorService executor = Executors.newFixedThreadPool(4);
        Future future = executor.submit(() -> {
            Thread.sleep(1000);
            return "Wynik zadania w tle";
        });
        executor.shutdown();
    }
}

An advanced network request using Java's native API.

import java.net.URI;
import java.net.http.*;

public class ApiClient {
    public static String get(String url) throws Exception {
        HttpClient client = HttpClient.newBuilder().build();
        HttpRequest request = HttpRequest.newBuilder().uri(URI.create(url)).build();
        HttpResponse response = client.send(request, HttpResponse.BodyHandlers.ofString());
        return response.body();
    }
}

Intercepting HTTP traffic, logging execution time, and validation.

import jakarta.servlet.*;
import java.io.IOException;

public class LoggingFilter implements Filter {
    public void doFilter(ServletRequest req, ServletResponse res, FilterChain chain) 
            throws IOException, ServletException {
        long start = System.currentTimeMillis();
        chain.doFilter(req, res);
        long duration = System.currentTimeMillis() - start;
        System.out.println("Czas zapytania: " + duration + "ms");
    }
}

Efficient copying and buffering of large files via streaming.

import java.nio.file.*;

public class FileManager {
    public static void copy(String source, String target) throws Exception {
        Path srcPath = Paths.get(source);
        Path destPath = Paths.get(target);
        Files.copy(srcPath, destPath, StandardCopyOption.REPLACE_EXISTING);
    }
}

A universal data-access layer with async support.

public class Repository where T : class {
    private readonly DbContext _context;
    private readonly DbSet _dbSet;

    public Repository(DbContext context) {
        _context = context;
        _dbSet = context.Set();
    }

    public async Task GetByIdAsync(int id) => await _dbSet.FindAsync(id);
}

Catching errors in ASP.NET Core and returning JSON.

public class ExceptionMiddleware {
    private readonly RequestDelegate _next;
    public ExceptionMiddleware(RequestDelegate next) => _next = next;

    public async Task InvokeAsync(HttpContext context) {
        try { await _next(context); }
        catch (Exception ex) {
            context.Response.StatusCode = 500;
            await context.Response.WriteAsJsonAsync(new { error = ex.Message });
        }
    }
}

A long-running background process that performs recurring system tasks.

public class TimedWorker : BackgroundService {
    protected override async Task ExecuteAsync(CancellationToken stoppingToken) {
        while (!stoppingToken.IsCancellationRequested) {
            await Task.Delay(TimeSpan.FromMinutes(5), stoppingToken);
        }
    }
}

Configuring strongly typed application settings in .NET.

public class SmtpSettings {
    public string Host { get; set; } = string.Empty;
    public int Port { get; set; }
}

// Rejestracja: builder.Services.Configure(builder.Configuration.GetSection("Smtp"));

Fetching data with a locking mechanism that prevents overload.

using Microsoft.Extensions.Caching.Memory;

public class CachedService {
    private readonly IMemoryCache _cache;
    public async Task GetDataAsync(string key) {
        return await _cache.GetOrCreateAsync(key, async entry => {
            entry.AbsoluteExpirationRelativeToNow = TimeSpan.FromMinutes(5);
            return await FetchFromDatabaseAsync();
        });
    }
    private Task FetchFromDatabaseAsync() => Task.FromResult("Dane");
}

Safe use of std::unique_ptr and std::shared_ptr.

#include <memory>

class Node {
public:
    int value;
    std::shared_ptr<Node> next;
    Node(int val) : value(val) {}
};

void createList() {
    auto head = std::make_shared<Node>(10);
    head->next = std::make_shared<Node>(20);
}

A task queue based on std::mutex and condition_variable.

#include <vector>
#include <thread>
#include <queue>
#include <mutex>

class SimplePool {
    std::vector<std::thread> workers;
    std::queue<std::function<void()>> tasks;
    std::mutex queue_lock;
};

Fast processing of large text files without allocation.

#include <sstream>
#include <string>
#include <vector>

std::vector<std::string> split(const std::string&s, char delimiter) {
    std::vector<std::string> tokens;
    std::string token;
    std::stringstream tokenStream(s);
    while (std::getline(tokenStream, token, delimiter)) {
        tokens.push_back(token);
    }
    return tokens;
}

A circular buffer for low-overhead inter-thread communication.

#include <atomic>
#include <vector>

template<typename T, size_t Size>
class RingBuffer {
    T data[Size];
    std::atomic<size_t> head{0};
    std::atomic<size_t> tail{0};
};

Conditional log compilation depending on debug flags.

#include <iostream>

#ifdef DEBUG_MODE
    #define LOG(msg) std::cout << "[DEBUG] " << msg << std::endl;
#else
    #define LOG(msg)
#endif

Handling requests with context.Context propagation and safe shutdown.

package main

import (
    "net/http"
)

func main() {
    mux := http.NewServeMux()
    mux.HandleFunc("/health", func(w http.ResponseWriter, r *http.Request) {
        w.WriteHeader(http.StatusOK)
        w.Write([]byte("OK"))
    })
    http.ListenAndServe(":8080", mux)
}

Distributing tasks across a fixed number of concurrent workers.

package main

func worker(id int, jobs <-chan int, results chan<- int) {
    for j := range jobs {
        results <- j * 2
    }
}

func startPool() {
    jobs := make(chan int, 100)
    results := make(chan int, 100)
    for w := 1; w <= 3; w++ {
        go worker(w, jobs, results)
    }
}

Implementation of a network traffic throughput algorithm.

package main

import "golang.org/x/time/rate"

var limiter = rate.NewLimiter(1, 5)

func checkLimit() bool {
    return limiter.Allow()
}

Checking tokens and injecting session data into the context.

package main

import "net/http"

func AuthMiddleware(next http.Handler) http.Handler {
    return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
        token := r.Header.Get("Authorization")
        if token != "Bearer secret" {
            http.Error(w, "Unauthorized", http.StatusUnauthorized)
            return
        }
        next.ServeHTTP(w, r)
    })
}

Configuring optimal database connection limits.

package main

import (
    "database/sql"
    "time"
)

func configurePool(db *sql.DB) {
    db.SetMaxOpenConns(25)
    db.SetMaxIdleConns(5)
    db.SetConnMaxLifetime(5 * time.Minute)
}

Matching URLs to controllers with parameters.

class Router {
    private array $routes = [];

    public function add(string $method, string $path, callable $handler): void {
        $this->routes[$method][$path] = $handler;
    }

    public function dispatch(string $method, string $uri): mixed {
        return $this->routes[$method][$uri]() ?? http_response_code(404);
    }
}

Prepared statements resistant to SQL Injection.

function transferFunds(PDO $pdo, int $from, int $to, float $amount): void {
    try {
        $pdo->beginTransaction();
        // Operacje SQL...
        $pdo->commit();
    } catch (Exception $e) {
        $pdo->rollBack();
        throw $e;
    }
}

Checking user permissions against resources.

class RBAC {
    private array $roles = ['admin' => ['delete', 'write', 'read'], 'user' => ['read']];

    public function hasPermission(string $role, string $permission): bool {
        return in_array($permission, $this->roles[$role] ?? []);
    }
}

A parser and dispatcher for async tasks, driven from the console.

class TaskDispatcher {
    public function dispatch(string $jobClass, array $data): void {
        $payload = json_encode(['job' => $jobClass, 'data' => $data]);
        file_put_contents(__DIR__ . '/queue.log', $payload . PHP_EOL, FILE_APPEND);
    }
}

Cryptographically securing data sent between systems.

function signData(string $data, string $privateKey): string {
    openssl_sign($data, $signature, $privateKey, OPENSSL_ALGO_SHA256);
    return base64_encode($signature);
}

Sharing state across multiple threads without data races.

use std::sync::{Arc, Mutex};
use std::thread;

fn create_counter() {
    let counter = Arc::new(Mutex::new(0));
    let mut handles = vec![];
    for _ in 0..10 {
        let counter = Arc::clone(&counter);
        handles.push(thread::spawn(move || {
            let mut num = counter.lock().unwrap();
            *num += 1;
        }));
    }
}

Idiomatic handling of missing data and parsing errors.

fn parse_port(s: &str) -> Result {
    s.trim().parse::()
}

Handling incoming connections using multithreading.

use std::net::TcpListener;

fn run_server() -> std::io::Result<()> {
    let listener = TcpListener::bind("127.0.0.1:8080")?;
    for stream in listener.incoming() {
        let _stream = stream?;
        // Obsługa połączenia...
    }
    Ok(())
}

Processing collections with compiler optimizations.

fn sum_evens(numbers: &[i32]) -> i32 {
    numbers.iter()
           .filter(|&&x| x % 2 == 0)
           .sum()
}

Measuring the performance of code fragments in a transparent way.

macro_rules! time_it {
    ($body:expr) => {
        let start = std::time::Instant::now();
        let _res = $body;
        println!("Czas wykonania: {:?}", start.elapsed());
    };
}

Trend analysis and rankings (ROW_NUMBER) over time.

SELECT 
    department_id,
    employee_name,
    salary,
    ROW_NUMBER() OVER (PARTITION BY department_id ORDER BY salary DESC) as rank_in_dep
FROM employees;

Safe modification of inventory states or financial balances.

BEGIN TRANSACTION;

SELECT stock_quantity 
FROM inventory 
WHERE product_id = 142 
FOR UPDATE;

UPDATE inventory 
SET stock_quantity = stock_quantity - 1 
WHERE product_id = 142;

COMMIT;

A function that refreshes the modification field on every UPDATE.

CREATE TRIGGER update_timestamp
BEFORE UPDATE ON users
FOR EACH ROW
SET NEW.updated_at = CURRENT_TIMESTAMP;

Indexing only active records to save memory.

CREATE INDEX idx_active_users_email 
ON users(email) 
WHERE status = 'active';

Traversing hierarchical relationships (e.g. an organization chart).

WITH RECURSIVE org_chart AS (
    SELECT id, name, manager_id, 1 as level
    FROM employees
    WHERE manager_id IS NULL
    UNION ALL
    SELECT e.id, e.name, e.manager_id, o.level + 1
    FROM employees e
    JOIN org_chart o ON e.manager_id = o.id
)
SELECT * FROM org_chart;