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Python Code Samples

Copy-ready Python snippets by topic and difficulty — short, focused, and runnable in the browser editor.

589 matches
API design & gRPC medium

How to Mock a 202 Accepted Long-Running Operation in Python

Build a mock HTTP server that returns a 202 Accepted response immediately and simulates a long-running operation in the background with threading.

api mock-server http
Python
import time
import threading
from http.server import HTTPServer, BaseHTTPRequestHandler

class MockHandler(BaseHTTPRequestHandler):
    def do_POST(self):
        if self.path == "/long-running":
            self.send_response(202)
            self.send_header("Content-Type", "application/json")
            self.end_h…
14 0 Open
API design & gRPC medium

How to Mock a Chunked Encoding Streaming Response in Python

Build a local mock HTTP server with Python's http.server that streams a chunked-encoded response with a 0.5s delay per chunk.

http streaming chunked
Python
from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
import time

class ChunkedHandler(BaseHTTPRequestHandler):
    protocol_version = "HTTP/1.1"

    def do_GET(self):
        self.send_response(200)
        self.send_header("Content-Type", "text/plain")
        self.send_header("Transfer-Encoding", "c…
16 0 Open
API design & gRPC easy

How to Mock a GraphQL Query Type in Python

Create a lightweight mock of a GraphQL Query type to simulate repository lookups without a server.

graphql mock resolver
Python
import json

class Query:
    def __init__(self):
        self.starred_repos = [
            {"id": 1, "name": "graphql", "owner": "graphql"}
        ]

    def repository(self, name):
        if name == "graphql":
            return {"id": 1, "name": "graphql", "stargazerCount": 85000}
        return None


if __name…
15 0 Open
API design & gRPC medium

How to Mock a Webhook Subscribe Callback URL in Python

Mock a webhook subscribe callback URL using Python's http.server to receive and parse POST requests sent by webhook providers.

webhook http-server mock
Python
import json
from http.server import BaseHTTPRequestHandler, HTTPServer

class WebhookHandler(BaseHTTPRequestHandler):
    def do_POST(self):
        content_length = int(self.headers.get('Content-Length', 0))
        payload = json.loads(self.rfile.read(content_length)) if content_length else {}
        
        print…
16 0 Open
API design & gRPC easy

How to Mock an API Key Header Authentication Server in Python

A minimal HTTP server that validates requests using an X-API-Key header and returns JSON responses for authenticated and unauthenticated calls.

api authentication http
Python
import json
from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer

API_KEYS = {"test-user": "secret-key-123"}

class AuthHandler(BaseHTTPRequestHandler):
    def do_GET(self):
        auth = self.headers.get("X-API-Key")
        if not auth or auth not in API_KEYS.values():
            self.send_response…
14 0 Open
API design & gRPC easy

How to Poll an Operation Status Endpoint in Python

Mock a polling endpoint in Python that simulates checking an async operation's status until it completes or times out.

polling api async
Python
import time
import random


def poll_status(url: str, timeout: float = 5.0) -> dict:
    """Mock a polling endpoint that eventually returns a completed status."""
    start = time.time()
    while time.time() - start < timeout:
        # Simulate delayed response
        time.sleep(0.2)
        # 80% chance to report …
14 0 Open
API design & gRPC easy

How to Serialize a Dataclass to JSON in Python

Serialize a Python dataclass instance to JSON using asdict and json.dumps for API responses or mocks.

dataclass json serialization
Python
from dataclasses import dataclass, asdict
import json


@dataclass
class UserResponse:
    id: int
    name: str
    email: str
    active: bool = True


if __name__ == "__main__":
    response = UserResponse(id=42, name="Ada Lovelace", email="ada@example.com")
    print(json.dumps(asdict(response), indent=2))
15 0 Open
API design & gRPC easy

How to Validate a JWT Signature in Python with a Mock Secret

Validates a JWT's signature using a mock secret, decoding and handling expired or invalid tokens gracefully.

jwt authentication security
Python
import jwt
import time

SECRET = "mock_secret_key_123"

def validate_token(token):
    try:
        payload = jwt.decode(token, SECRET, algorithms=["HS256"])
        return f"Valid token. Payload: {payload}"
    except jwt.ExpiredSignatureError:
        return "Token expired"
    except jwt.InvalidTokenError:
        …
12 0 Open
API design & gRPC easy

How to handle CORS preflight OPTIONS requests in Python

Create a mock HTTP server with a CORS preflight OPTIONS handler that returns the correct headers for browser-based API requests.

cors http server
Python
from http.server import BaseHTTPRequestHandler, HTTPServer

class CORSRequestHandler(BaseHTTPRequestHandler):
    def _send_cors_headers(self):
        self.send_header("Access-Control-Allow-Origin", "*")
        self.send_header("Access-Control-Allow-Methods", "GET, POST, PUT, DELETE, OPTIONS")
        self.send_head…
14 0 Open
API design & gRPC medium

How to mock Server-Sent Events (SSE) in Python

A minimal HTTP server that streams Server-Sent Events to clients, perfect for testing and development.

sse server-sent-events http
Python
from http.server import HTTPServer, BaseHTTPRequestHandler
import threading
import time

MESSAGES = iter([
    "data: Hello world\n\n",
    "data: Second message\n\n",
    "event: custom\n",
    "data: Custom event payload\n\n",
    "data: Final message\n\n"
])

class SSEHandler(BaseHTTPRequestHandler):
    def do_GET…
16 0 Open
API design & gRPC easy

How to mock a REST POST endpoint in Python

Create a simple mock REST server that responds to POST requests with a 201 status and a JSON body.

http mock api
Python
import json
from http.server import BaseHTTPRequestHandler, HTTPServer


class MockHandler(BaseHTTPRequestHandler):
    def do_POST(self):
        content_length = int(self.headers.get("Content-Length", 0))
        body = self.rfile.read(content_length) if content_length else b"{}"
        try:
            data = json…
13 0 Open
API design & gRPC medium

Implement If-Match Precondition Update in Python

A mock resource store that uses the If-Match header's ETag to guard updates, preventing overwrites from stale clients.

api etag optimistic-concurrency
Python
from dataclasses import dataclass
from typing import Optional


@dataclass
class Resource:
    id: str
    version: int = 1
    data: str = ""
    etag: str = "etag-1"


class MockResourceStore:
    def __init__(self):
        self.resources = {}

    def update(self, resource_id: str, new_data: str, if_match: Optiona…
14 0 Open
API design & gRPC easy

Return Proper HTTP Status Codes Table in Python

Mock HTTP status code table with proper numeric and textual representations, including formatted status lines and a filtered table view.

http-status api mock
Python
# Mock HTTP status code table with proper numeric and textual representations

codes = {
    200: "OK",
    201: "Created",
    204: "No Content",
    301: "Moved Permanently",
    302: "Found",
    304: "Not Modified",
    400: "Bad Request",
    401: "Unauthorized",
    403: "Forbidden",
    404: "Not Found",
    50…
14 0 Open
API design & gRPC easy

Serve Swagger UI with Python's built-in HTTP server

Hosts a self-contained Swagger UI with a mock OpenAPI spec using only Python's standard library HTTP server.

swagger openapi http-server
Python
from http.server import HTTPServer, SimpleHTTPRequestHandler
import os
import tempfile

SWAGGER_HTML = """<!DOCTYPE html>
<html>
<head>
    <title>Mock Swagger UI</title>
    <link rel="stylesheet" href="https://unpkg.com/swagger-ui-dist@4/swagger-ui.css">
</head>
<body>
    <div id="swagger-ui"></div>
    <script src…
15 0 Open
API design & gRPC medium

Version API by Accept Header with Vendor Media Types in Python

Build a mock HTTP server that routes to API versions by parsing vendor-specific Accept headers in Python.

api-versioning accept-header http-server
Python
from http.client import HTTPMessage
from http.server import BaseHTTPRequestHandler, HTTPServer


class VendorVersionHandler(BaseHTTPRequestHandler):
    def do_GET(self):
        accept = self.headers.get("Accept", "")
        version = "v1"
        if "application/vnd.myapi.v2+json" in accept:
            version = "…
14 0 Open
Streaming & messaging easy

At Most Once Fire-and-Forget Mock in Python

A Python mock that enforces send() is called at most once and records the arguments for verification.

fire-and-forget mock testing
Python
class FireForgetMock:
    def __init__(self):
        self._calls = 0
        self._last_args = None
        self._last_kwargs = None

    def send(self, *args, **kwargs):
        if self._calls > 0:
            raise RuntimeError("send() called more than once")
        self._calls += 1
        self._last_args = args
…
19 0 Open
Streaming & messaging medium

Batch Consume Process Commit Pattern in Python

A mock batch processor that accumulates items in a queue, processes full batches, commits successful or failed results, and flushes remaining items.

streaming batch-processing queues
Python
import random
import threading
import time
from collections import deque


class MockBatchProcessor:
    def __init__(self, process_func, commit_func, batch_size=5):
        self.queue = deque()
        self.batch_size = batch_size
        self.process_func = process_func
        self.commit_func = commit_func

    de…
17 0 Open
Streaming & messaging easy

Dead Letter Queue Failed Messages List Mock in Python

Implements a simple in-memory dead letter queue to collect, list, and retry failed messages, with JSON serialization for inspection in streaming pipelines.

dead-letter-queue messaging retry
Python
import json
from collections import deque


class Message:
    def __init__(self, message_id, payload, attempts=0):
        self.message_id = message_id
        self.payload = payload
        self.attempts = attempts

    def __repr__(self):
        return f"Message(id={self.message_id}, attempts={self.attempts})"


c…
17 0 Open
Streaming & messaging easy

Event Envelope with Schema Version Field in Python

Build a typed event envelope dataclass with an explicit schema version field for mock streaming scenarios.

event dataclass messaging
Python
from dataclasses import dataclass, field
from datetime import datetime
import uuid


@dataclass
class Event:
    event_id: str = field(default_factory=lambda: str(uuid.uuid4()))
    event_type: str = "user.created"
    version: str = "1.0.0"
    created_at: str = field(default_factory=lambda: datetime.utcnow().isoform…
19 0 Open
Streaming & messaging easy

Exactly Once Idempotent Consumer Store in Python

A mock key-value store that guarantees exactly-once processing by rejecting duplicate message keys in a message or event stream.

idempotency streaming deduplication
Python
from collections import defaultdict

class ExactlyOnceStore:
    def __init__(self):
        self.processed = defaultdict(set)
        self.data = {}

    def consume(self, key, value):
        if key in self.data:
            return False
        self.data[key] = value
        return True

    def get_processed_count…
16 0 Open
Streaming & messaging medium

How to Aggregate Periodic Snapshot Data in Python

Generates mock snapshot data and groups values into periods to compute average aggregates with Python's standard library.

aggregation snapshots streaming
Python
import random
from collections import defaultdict

def snapshot_aggregate(n=10, period=3):
    data = defaultdict(list)
    for i in range(n):
        key = f"item_{i % period}"
        data[key].append(random.randint(1, 100))
    return dict(data)

def aggregate_periodic(snapshots, period=3):
    result = {}
    for …
15 0 Open
Streaming & messaging easy

How to Build a Materialized View Updater Consumer Mock in Python

A mock consumer that queues change events and triggers refresh callbacks to simulate materialized view updates.

dataclasses deque mocking
Python
import time
from collections import deque
from dataclasses import dataclass, field
from typing import Callable, Deque, Optional


@dataclass
class MaterializedViewUpdater:
    """Mock updater that consumes change events and refreshes a view."""
    refresh: Optional[Callable[[str], None]] = None
    queue: Deque[tuple…
14 0 Open
Streaming & messaging easy

How to Build a Mock Change Data Capture Event Stream in Python

Generate a deterministic list of mock CDC events with event IDs, stream positions, payloads, and timestamps for testing streaming pipelines.

cdc mock event-stream
Python
from itertools import count
from random import choice, randint, seed
from datetime import datetime, timedelta

seed(42)  # Make output deterministic
event_types = ["INSERT", "UPDATE", "DELETE"]
table_names = ["users", "orders", "products", "payments"]
counter = count(1)

def mock_cdc_event(stream_index: int) -> dict:
…
13 0 Open
Streaming & messaging medium

How to Implement At-Least-Once Delivery with Acknowledgment in Python

This code demonstrates a mock message broker with at-least-once delivery, including retry logic and acknowledgment after successful processing.

messaging queue retry
Python
import time
import uuid
from collections import deque


class MockMessageBroker:
    def __init__(self):
        self.queue = deque()
        self.acked = set()

    def publish(self, payload: str) -> str:
        msg_id = str(uuid.uuid4())
        self.queue.append((msg_id, payload))
        return msg_id

    def po…
14 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.