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Python Code Samples

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62 matches
Microservices patterns easy

How to Mock an Ambassador Edge Proxy in Python

Build a lightweight mock Ambassador edge proxy with Python's http.server that responds to health and user endpoint requests for local development and testing.

ambassador mock http-server
Python
import http.server
import json
import urllib.parse
import threading

class AmbassadorProxyHandler(http.server.BaseHTTPRequestHandler):
    def do_GET(self):
        parsed = urllib.parse.urlparse(self.path)
        if parsed.path == "/health":
            self.send_response(200)
            self.send_header("Content-T…
13 0 Open
Microservices patterns easy

How to Use the Adapter Pattern to Mock a Legacy System in Python

This code demonstrates the Adapter pattern, allowing a modern interface to interact with a legacy system by wrapping its outdated method.

adapter-pattern design-patterns legacy
Python
class LegacySystem:
    def legacy_method(self, data):
        return f"Legacy processed: {data}"

class ModernInterface:
    def process(self, data):
        raise NotImplementedError

class Adapter(ModernInterface):
    def __init__(self, legacy):
        self.legacy = legacy

    def process(self, data):
        re…
13 0 Open
Microservices patterns easy

How to implement read-your-writes sticky routing in Python

A mock StickyRouter class that routes all requests for the same key to the same node, ensuring read-after-write consistency.

sticky-routing microservices routing
Python
import random

class StickyRouter:
    def __init__(self, nodes):
        self.nodes = nodes
        self.routes = {}

    def route(self, key):
        if key not in self.routes:
            self.routes[key] = random.choice(self.nodes)
        return self.routes[key]

    def read(self, key):
        node = self.rout…
13 0 Open
Microservices patterns easy

How to implement round-robin load balancing in Python

Implement a client-side round-robin load balancer that distributes requests sequentially across a list of mock servers using itertools.cycle.

load balancing round robin microservices
Python
import itertools
import random


class MockServer:
    def __init__(self, name):
        self.name = name

    def handle_request(self, request_id):
        return f"Server {self.name} handled request #{request_id}"


class RoundRobinLoadBalancer:
    def __init__(self, servers):
        self.servers = servers
       …
14 0 Open
Microservices patterns easy

How to mock a SPIFFE workload identity in Python

Generate a mock SPIFFE ID and token for a workload using a trust domain, namespace, and service account.

spiffe identity microservices
Python
import hashlib
import json
from dataclasses import dataclass, asdict


@dataclass
class SPIFFEIdentity:
    trust_domain: str
    namespace: str
    service_account: str

    @property
    def id(self) -> str:
        return f"spiffe://{self.trust_domain}/ns/{self.namespace}/sa/{self.service_account}"


def mock_workl…
13 0 Open
Microservices patterns easy

How to mock an external service in Python with an anti-corruption facade

This code implements an anti-corruption facade that mocks an external API, allowing client code to interact with a simulated service while keeping the same interface.

microservices testing mocking
Python
class AntiCorruptionFacade:
    """Mocks a real API while keeping the same interface."""
    
    def __init__(self, data_store):
        self._data_store = data_store
        self._calls = []
    
    def get_user(self, user_id):
        self._calls.append(f"get_user({user_id})")
        return self._data_store.get(u…
11 0 Open
Microservices patterns easy

Idempotent Consumer Event Processing in Python

Track processed event IDs to skip duplicates and count event types for a reliable, idempotent consumer.

idempotency events microservices
Python
import json
from collections import defaultdict

class EventProcessor:
    def __init__(self):
        self.processed_ids = set()
        self.counts = defaultdict(int)

    def process_event(self, event):
        event_id = event["id"]
        if event_id in self.processed_ids:
            return {"status": "skipped"…
14 0 Open
Microservices patterns easy

Mock a Sidecar Logger with Python Metrics

Simulate a sidecar logger that tracks request counts, error rates, and endpoint hits, producing a metrics snapshot.

microservices monitoring metrics
Python
import random
import time
from collections import defaultdict


class SidecarLogger:
    def __init__(self):
        self.metrics = defaultdict(int)
        self.total_requests = 0
        self.error_count = 0

    def log_request(self, endpoint, status_code):
        """Simulate logging a request and updating metrics…
16 0 Open
Microservices patterns easy

Strangler Fig Migration Pattern in Python

Gradually reroute calls from a legacy service to a modern replacement using a runtime switch and feature detection.

migration facade microservices
Python
from dataclasses import dataclass

@dataclass
class PaymentService:
    def process(self, amount: float) -> str:
        return f"Legacy processed ${amount:.2f}"

class StranglerFig:
    def __init__(self):
        self._new_service = None

    def attach_new(self, service):
        self._new_service = service

    de…
15 0 Open
ML engineering pipelines easy

How to implement a canary traffic split in Python

Route incoming traffic between stable and canary model or service versions using a weight-based random split with deterministic testing.

canary traffic-split random
Python
import random


def canary_route(service_name: str, canary_weight: float = 0.2) -> str:
    """Route traffic between stable and canary versions based on weight."""
    rng = random.Random(42)  # deterministic for reproducible demo
    if rng.random() < canary_weight:
        return f"{service_name}-canary"
    return …
14 0 Open
Production deployment patterns easy

Generate a docker-compose.yml with mock services in Python

Build a docker-compose.yml string from a Python dict of service names and images, then write it to a file.

docker compose yaml
Python
import yaml
from pathlib import Path

def generate_mock_compose(services: dict) -> str:
    compose = {
        "version": "3.9",
        "services": {}
    }
    
    for name, image in services.items():
        compose["services"][name] = {
            "image": image,
            "container_name": f"mock-{name}",
  …
19 0 Open
Production deployment patterns easy

How to Build a Synthetic Monitor Mock in Python

Simulates a synthetic monitoring system in Python that collects latency samples, averages them, and reports service status as UP or DEGRADED.

monitoring dataclass simulation
Python
import random
import time
from dataclasses import dataclass, field
from statistics import mean


@dataclass
class SyntheticMonitor:
    service: str
    endpoint: str
    latency_ms: list[float] = field(default_factory=list)

    def check(self) -> float:
        latency = random.uniform(50.0, 250.0)
        self.late…
13 0 Open
Production deployment patterns easy

How to Mock a Dependency for Readiness Probe in Python

Use unittest.mock.Mock to simulate a dependency's readiness check response for testing a service's is_ready method without hitting a real connection.

unittest.mock mock readiness probe
Python
import time
import unittest
from unittest.mock import Mock

class Service:
    def __init__(self, dependency):
        self.dependency = dependency

    def is_ready(self):
        try:
            result = self.dependency.check()
            return result == "ready"
        except Exception:
            return False
…
17 0 Open
Production deployment patterns easy

How to build a maintenance mode page in Python

Mock a service maintenance status page that computes remaining downtime and lists affected features from a simple class.

maintenance status datetime
Python
from datetime import datetime

class MaintenanceMode:
    """Mock a maintenance mode status page for a service."""
    
    def __init__(self, service_name: str, scheduled_end: str):
        self.service_name = service_name
        self.scheduled_end = datetime.fromisoformat(scheduled_end)
        self.affected_featur…
13 0 Open

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