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Pattern Library

Extract, store, and reuse proven architectural patterns.

Overview

UPIR's pattern library helps you:

  • Extract patterns from verified architectures
  • Store patterns with success rates
  • Match new architectures to existing patterns
  • Reuse proven solutions

Quick Start

from upir.patterns.library import PatternLibrary

# Create library
library = PatternLibrary()

# Match architecture to patterns
matches = library.match_architecture(upir, threshold=0.8)

for pattern, similarity in matches:
    print(f"{pattern.name}: {similarity:.2%} match")

Built-in Patterns

The library includes 10 common distributed system patterns:

  1. Streaming ETL
  2. Batch Processing
  3. Request-Response API
  4. Event-Driven Microservices
  5. Lambda Architecture
  6. Kappa Architecture
  7. CQRS
  8. Event Sourcing
  9. Pub/Sub Fanout
  10. MapReduce

See Also