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knucklesuganda/py_assimilator

Assimilator is a Python library that provides a unified, pattern-based interface for data access and event handling across multiple storage backends, including SQLAlchemy (PostgreSQL/MySQL), MongoDB, and Redis. It abstracts common database operations like CRUD, filtering, and transaction management through a consistent API, while also supporting reliable outbox patterns for event publishing. The system is designed to allow developers to switch between different database providers without changing application code, facilitated by a registry-based architecture.

64.8

Adequate · 4 August 2026

3.3k

lines of production code

Python

primary language

1

bus factor · 2 authors in all

4

measurements over time

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How it got here

2022 · Core architecture and database integration

This period focused on establishing the foundational architecture for the assimilator library, introducing core abstractions for database repositories, unit of work, and event handling. The work included implementing specific integrations for SQLAlchemy, Redis, and MongoDB, alongside internal in-memory implementations for testing and development.

16 changes

2023 · multi-backend integration and specification standardization

This period focused on expanding the framework's data access layer by adding support for Redis, MongoDB, and Kafka, alongside standardizing query specifications across all backends. The work introduced a unified pattern-based architecture for creating repositories and unit of work instances, enabling consistent interactions with diverse storage providers.

16 changes

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About this page

  • The description of this project is derived from its own commit history, not from its README.
  • The score is its highest published measurement, taken on 4 August 2026 at a pinned commit. It is not a live figure and does not change until the project is measured again.
  • Measured at commit 43108e3575 — the exact code this score is about.
  • Scored under rubric rubric-2026.08.19. Score the same commit under that rubric and you get the same number.
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