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API design & gRPC

REST best practices, protobuf, API versioning, and backward-compatible service contracts.

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API design & gRPC medium

How to Implement ETag Optimistic Concurrency in Python

Build a lightweight in-memory resource store that uses MD5 hash ETags to prevent lost updates via optimistic concurrency control.

etag concurrency hashing
Python
import hashlib
import json

class ResourceStore:
    def __init__(self):
        self.data = {}
        self.etags = {}

    def get(self, resource_id):
        if resource_id not in self.data:
            return None, None
        return self.data[resource_id], self.etags[resource_id]

    def put(self, resource_id, …
13 0 Open
API design & gRPC medium

How to Mock X-RateLimit Headers in Python

This code creates a local HTTP server that mimics rate limit headers (X-RateLimit-Limit, Remaining, Reset, Update) and returns 429 responses when the limit is exceeded.

http rate-limit server
Python
import time
import threading
from http.server import BaseHTTPRequestHandler, HTTPServer


class RateLimitHandler(BaseHTTPRequestHandler):
    RATE_LIMIT = 5          # max requests allowed
    WINDOW_SECONDS = 60     # per time window

    def __init__(self, *args, **kwargs):
        super().__init__(*args, **kwargs)
…
14 0 Open
API design & gRPC medium

How to Validate Request Body JSON Against a Schema in Python

Build a lightweight schema validator to check required fields, types, string lengths, allowed values, and nested objects in a JSON request body.

api-validation json schema-validation
Python
import json


def validate_against_schema(data, schema, path=""):
    errors = []

    if not isinstance(data, dict):
        errors.append(f"{path}: expected object, got {type(data).__name__}")
        return errors

    for field, rules in schema.items():
        field_path = f"{path}.{field}" if path else field

  …
15 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…
13 0 Open

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