data-governance

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datahub-project /datahub

Star10.5k

The Metadata Platform for your Data and AI Stack

metadata data-catalog data-discovery datahub data-governance

UpdatedApr 15, 2025
Java

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

UpdatedApr 15, 2025
TypeScript

sodadata /soda-core

Star2.1k

⚡ 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

UpdatedApr 15, 2025
Python

elementary-data /elementary

Star2k

The dbt-native data observability solution for data & analytics engineers. Monitor your data pipelines in minutes. Available as self-hosted or cloud service with premium features.

bigquery snowflake data-warehouse dataops data-analysis redshift dbt data-pipelines data-pipeline lineage data-governance data-lineage analytics-engineer dbt-packages data-observability data-reliability dbt-artifacts

UpdatedApr 15, 2025
HTML

MarquezProject /marquez

Star1.9k

Collect, aggregate, and visualize a data ecosystem's metadata

metadata data-discovery data-dictionary data-governance data-lineage data-ops data-provenance metadata-service marquez data-ecosystem-metadata

UpdatedApr 11, 2025
Java

reata /sqllineage

Star1.5k

SQL Lineage Analysis Tool powered by Python

metadata sql data-discovery lineage data-governance data-lineage

UpdatedMar 15, 2025
Python

opendatadiscovery /odd-platform

Star1.3k

First open-source data discovery and observability platform. We make a life for data practitioners easy so you can focus on your business.

metadata data-science oss bigdata alerting data-engineering data-catalog data-discovery data-platform data-exploration data-pipelines observability lineage data-quality data-profiling metadata-management data-governance data-lineage datacatalog data-observability

UpdatedFeb 19, 2025
Java

odpi /egeria

Star838

Egeria core

java data-engineering hacktoberfest governance metadata-management odpi linux-foundation data-governance odpi-egeria egeria

UpdatedApr 11, 2025
Java

Titan-Systems /titan

Star467

Titan Core - Snowflake infrastructure-as-code. Provision environments, automate deploys, CI/CD. Manage RBAC, users, roles, and data access. Declarative Python Resource API. Change Management tool for the Snowflake data warehouse.

devops snowflake data-warehouse secops data-engineering dataops rbac data-governance compliance-as-code

UpdatedMar 13, 2025
Python

data-drift /data-drift

Star323

Metrics Observability & Troubleshooting

bigquery analytics reconciliation metrics snowflake context redshift dbt data-version-control data-quality data-governance data-lineage data-monitoring drill-down semantic-layer data-diffing dbt-packages data-observability data-reliability dbt-metrics

UpdatedFeb 29, 2024
HTML

tokern /data-lineage

Star322

Generate and Visualize Data Lineage from query history

python jupyter postgresql data-governance data-lineage

UpdatedAug 4, 2023
Python

tuva-health /tuva

Star247

Main repo including core data model, data marts, data quality tests, and terminology sets.

open-source bigquery sql snowflake data-warehouse healthcare data-analytics redshift terminology dbt data-pipelines data-governance data-lineage healthcare-analysis healthcare-data analytics-engineering dbt-packages

UpdatedApr 15, 2025
Shell

datachecks /dcs-core

Star154

Open Source Data Quality Monitoring.

mysql python elasticsearch postgres sql database monitoring etl metrics data-validation postgresql data-engineering dataops dataquality data-governance mlops data-ops data-quality-monitoring data-quality-monitor data-observability

UpdatedApr 10, 2025
Python

GoogleCloudPlatform /bigquery-data-lineage

Star143

Reference implementation for real-time Data Lineage tracking for BigQuery using Audit Logs, ZetaSQL and Dataflow.

bigquery bigdata data-catalog dataflow data-management data-governance data-lineage zetasql

UpdatedJun 3, 2024
Java

daxa-ai /pebblo

Star141

Pebblo enables developers to safely load data and promote their Gen AI app to deployment

topic-classification data-governance rag llm gen-ai entity-classification

UpdatedFeb 27, 2025
Python

sburn /docker-apache-atlas

Star141

This Apache Atlas is built from the latest release source tarball and patched to be run in a Docker container.

java docker metadata dockerfile docker-image hbase kickstart atlas data-governance apache-atlas hbase-standalone

UpdatedDec 25, 2023
Shell

opendatadiscovery /opendatadiscovery-specification

Star137

ODD Specification is a universal open standard for collecting metadata.

api open-source metadata opensource big-data spec data-engineering specification data-discovery data-platform metadata-parser metadata-management big-data-platform data-governance data-mesh

UpdatedOct 28, 2024

hivemq /hivemq-edge

Star122

HiveMQ Edge is an MQTT gateway that enables interoperability between OT devices and IT systems. It translates diverse protocols into MQTT for streamlined communication and helps organize data into a unified namespace, making managing and streaming data across your infrastructure easier.

javascript java open-source http mqtt modbus ads mqtt-sn edge s7 transformation opc-ua bacnet ethernet-ip data-governance