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Python Code Samples

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

4 matches
System design patterns medium

How to Build an Anti-Corruption Layer in Python

Wrap a legacy system with a translation layer that converts awkward legacy data into a clean, modern DTO (Data Transfer Object) for use by new code.

anti-corruption-layer ddd dto
Python
class LegacyOrderSystem:
    """Legacy system with awkward, unstructured data."""
    def get_order(self):
        return {
            "order_id": "ORD-123",
            "cust": "Acme Corp",
            "items": [{"sku": "A1", "qty": 2, "price_each": 10.0}],
            "ship_to": "123 Main St, Springfield"
        }…
15 0 Open
System design patterns medium

How to Migrate a Legacy Facade with the Strangler Fig Pattern in Python

Use a facade to wrap a legacy API and incrementally migrate callers to a modern interface, following the strangler fig pattern.

facade legacy migration
Python
class LegacyAPI:
    """Simulates the legacy system's raw interface."""
    def get_user(self, user_id):
        return {"id": user_id, "name": "Alice", "legacy": True}


class UserService:
    """Facade that wraps the legacy system with a modern interface."""
    def __init__(self, legacy_api=None):
        self.lega…
12 0 Open
Production deployment patterns medium

How to Expand a Contract and Migrate Data in Python

Expand an old data contract by renaming fields and adding defaults, then migrate to a final version with deepcopy isolation.

contract migration deepcopy
Python
import json
from copy import deepcopy

# Mock data representing a user record (old contract)
old_contract = {
    "id": 1,
    "name": "Alice",
    "email": "alice@example.com",
    "age": 30,
    "status": "active"
}

# Expanded contract: adds fields with defaults and renames some fields
expand_rules = {
    "id": "u…
14 0 Open
Production deployment patterns medium

Zero Downtime Migration with Dual Write Pattern in Python

Implement a dual-write pattern that writes user data to both legacy and new systems simultaneously to enable zero-downtime migration.

migration dual-write zero-downtime
Python
from datetime import datetime
import json


class UserService:
    def __init__(self):
        self.legacy_db = {}
        self.new_db = {}
        self.migration_log = []

    def write_user(self, user_id, name, email):
        # Write to new system first
        user_record = {
            "id": user_id,
           …
13 0 Open

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