Data Integrity Python Packages

datajoint

Relational Workflows: where database schemas define executable data pipelines.

25K 193 96

tamper-signal

Tamper Signal: signed receipts for vibe-coded data pipelines. Proves nobody changed your data, and shows the exact link if they did.

4K 2 0

encypher-ai

Metadata encoding and extraction for AI-generated content

1K 31 3

fancy-sa-filemodel

A sqlalchemy extension to store files to various storage and maintain the file integrity.

1K 0 0

dazzle-preserve

Preserve is a lightweight cross-platform file "preservation" tool that maintains directory structure during file transfers. Includes path normalization (relative/absolute/flat), SHA256 verification, metadata retention, and bidirectional operations. Perfect for archiving, backups, and transferring files while maintaining their original organization.

930 1 0

dynamicfeed-verify

DF-VERIFY/1 — verifiable grounding for AI that acts. Reference verifiers (Python/JS/C#), a demo agent, and conformance vectors. Spec: https://dynamicfeed.ai/standard

857 0 0

sqlbucket

Lightweight library to write, orchestrate and test your SQL ETL. Writing ETL with data integrity in mind.

722 74 8

calendar-smith

Lightweight fiscal, ISO week, and timezone utilities for Python. Includes CSV processing, date windows, and safety-first date parsing. Zero dependencies.

617 0 0

dynamicfeed-tools

Live, verifiable data tools for AI agents — Dynamic Feed client + ready-made adapters for LangChain, CrewAI, LlamaIndex and Pydantic AI.

450 0 0

octopus-ml

A collection of handy ML and data visualization and validation tools. Go ahead and train, evaluate and validate your ML models and data with minimal effort.

394 23 5