opendatadiscovery-speci
odd-platform
| opendatadiscovery-speci | odd-platform | |
|---|---|---|
| 2 | 33 | |
| - | 1,311 | |
| - | 2.1% | |
| - | 6.3 | |
| - | 2 months ago | |
| Java | ||
| - | Apache License 2.0 |
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opendatadiscovery-speci
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Show HN: First open source data discovery and observability platform
Thank you!
Actually everything is working on a push basis in ODD now. ODD Platform implements ODD Specification (https://github.com/opendatadiscovery/opendatadiscovery-speci...) and all agents, custom scripts and integrations, Airflow/Spark listeners, etc are pushing metadata to specific ODD Platform's endpoint (https://github.com/opendatadiscovery/opendatadiscovery-speci...). ODD Collectors (agents) are pushing metadata on a configurable schedule.
ODD Specification is a standard for collecting and gathering such metadata, ETL included. We gather metadata for lineage on an entity level now, but we plan to expand this to the column-level lineage at the end 2022 — start 2023. Specification allows us to make the system open and it's really easy to write your own integration by taking a look in what format metadata needs to be injected in the Platform.
ODD Platform has its own OpenAPI specification (https://github.com/opendatadiscovery/odd-platform/tree/main/...) so that the already indexed and layered metadata could be extracted via platform's API.
Also, thank you for sharing links with us! I'm thrilled to take a look how BMW solved a problem of lineage gathering from Spark, that's something we are improving in our product right now.
odd-platform
- OpenDataDiscovery 0.15 with Data Deprecation and Metadata Stale
- ODD Platform - An open-source data discovery and observability service - v0.12 release
- ODD Platform - An open-source data discovery and observability service - v0.11.1 release
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Release 0.11 of OpenDataDiscovery Platform w/ metrics, search explanations & new dataset structure
Get to know about OpenDataDiscovery: https://opendatadiscovery.org/
What are some alternatives?
opendatadiscovery-specification - ODD Specification is a universal open standard for collecting metadata.
OpenMetadata - 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.
spline - Data Lineage Tracking And Visualization Solution
datahub-helm - Repository of helm charts for deploying DataHub on a Kubernetes cluster
datahub - The Metadata Platform for your Data and AI Stack
CKAN - CKAN is an open-source DMS (data management system) for powering data hubs and data portals. CKAN makes it easy to publish, share and use data. It powers catalog.data.gov, open.canada.ca/data, data.humdata.org among many other sites.