data-contracts

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open-metadata /OpenMetadata

Star6.3k

OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, and seamless team collaboration.

metadata data-science data-validation snowflake data-catalog data-discovery dbt hacktoberfest data-quality-checks data-quality data-profiling metadata-management dataengineering dataquality data-governance data-lineage data-contracts data-observability datadiscovery data-collaboration

UpdatedMar 21, 2025
TypeScript

sodadata /soda-core

Star2k

⚡ Data quality testing for the modern data stack (SQL, Spark, and Pandas)https://www.soda.io

python data-validation snowflake data-engineering dbt data-quality-checks data-quality data-profiling dataquality data-governance data-monitoring data-quality-monitoring pipeline-testing data-unit-tests data-testing data-contracts datatesting data-observability data-reliability data-quality-testing

UpdatedMar 17, 2025
Python

streamdal /streamdal

Star591

Code-Native Data Privacy

nodejs javascript python go docker rust reactjs wasm event-driven observability streaming-data message-queues deno wasi tail-f data-contracts astrojs

UpdatedNov 15, 2024
TypeScript

bitol-io /open-data-contract-standard

Star465

Home of the Open Data Contract Standard (ODCS).

data data-engineering standard data-quality data-mesh data-contracts data-contract

UpdatedMar 14, 2025
Ruby

AltimateAI /awesome-data-contracts

Star172

A curated list of awesome blogs, videos, tools and resources about Data Contracts

data-science awesome data-engineering data-analytics awesome-list awesome-lists data-contracts

UpdatedAug 12, 2024

benrutter /wimsey

Star125

Easy and flexible data contracts

python testing data-science data-engineering data-analytics data-contracts

UpdatedFeb 12, 2025
Python

akmalsoliev /Validoopsie

Star56

A simple and easy to use Data Validation library for Python.

python data-validation data-engineering data-testing data-contracts

UpdatedMar 17, 2025
Python

MatsMoll /aligned

Star55

The DBT of ML, as Aligned describes data dependencies in ML systems, and reduce technical data debt

ai ml data-lake dbt feature-engineering mlops feature-store ml-ops data-contracts datacontracts

UpdatedMar 12, 2025
Python

data-catering /data-caterer

Star49

Test data management tool for any data source, batch or real-time. Generate, validate and clean up data all in one tool.

data-validation data-generation data-quality test-data-generator synthetic-data automated-test-generation data-testing testing-automation data-contracts data-cleanup test-data-management

UpdatedFeb 24, 2025
Scala

getstrm /pace

Star35

Data policy IN, dynamic view OUT: PACE is the Policy As Code Engine. It helps you to programatically create and apply a data policy to a processing platform like Databricks, Snowflake or BigQuery (or plain 'ol Postgres, even!) with definitions imported from Collibra, Datahub, ODD and the like.

bigquery snowflake data-catalog data-processing databricks data-governance policy-enforcement data-contracts

UpdatedMar 20, 2025
Kotlin

Galileo-Galilei /kedro-pandera

Star35

A kedro plugin to use pandera in your kedro projects

data-pipelines kedro kedro-plugin data-schemas data-contracts pandera pipelines-testing

UpdatedOct 18, 2024
Python

metaheed /kolle

Star10

Business model representation automation

metadata bigquery automation kafka rdf data-visualization business-intelligence data-analytics data-pipelines data-modeling low data-matrix low-code kafka-stream datawarehouseautomation data-vault-automation ksqldb data-contracts no-code-framework

UpdatedSep 12, 2023
Shell

opendatamesh-initiative /odm-specification-datastoreapi

Star9

The Data Store API Specification Repository

spec specification data-product metadata-management data-mesh data-contracts data-product-descriptor dsas-specification

UpdatedNov 18, 2024
HTML

data-catering /data-caterer-example

Star5

Example API implementation for Data Caterer

java yaml real-time scala data-validation data-engineering batch data-generation data-generator data-quality data-validator metadata-driven data-testing testing-automation data-gen data-contracts data-test

UpdatedMar 8, 2025
Scala

a-chumagin /soda-contract-poc

Star1

PoC for Soda Contracts against Vertica DB

soda data-quality data-governance data-contracts

UpdatedSep 20, 2024
Python

mpearmain /data_contracts_sandbox

Star1

This is a repo designed to show the workflow of a data contract, with pre-commit hooks and GitHub Actions on how to have the contract power a data platform

data-mesh data-contracts data-engineering-infrastructure