elementary
sqllineage
elementary | sqllineage | |
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30 | 3 | |
1,740 | 1,126 | |
1.8% | - | |
9.8 | 8.6 | |
2 days ago | 10 days ago | |
HTML | Python | |
Apache License 2.0 | MIT License |
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elementary
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Open source data observability tools with UI?
Check out https://github.com/elementary-data/elementary
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Data Validation tools
In this case, do https://github.com/elementary-data/elementary or https://greatexpectations.io help?
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SQL “Visualization” Website/Resource?
That makes explain little easier to read. No graph though. Also https://github.com/elementary-data/elementary should know howto draw pretty graphs for data lineage ( ie. what columns comes where and is used how)
- Open source dbt tests monitoring
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Suggestions for open source anomaly-detection, linting and metadata solutions?
there is elementary lineage / elementary-data which seems to be good try to solve those problem, i havent tested it well https://github.com/elementary-data/elementary
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Snowflake SQL AST parser?
Some things you might be interested in are re_data and Elementary Data.
- Launch HN: Elementary (YC W22) – Open-source data observability
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Data lineage info to a table in the DWH
Hi all, As part of building Elementary (open source data reliability), we implemented support of a new Snowflake feature (write operations in the access_history view). The change they made is most useful for understanding data lineage, which we solve (among other use cases :)).
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Launch HN: Metaplane (YC W20) – Datadog for Data
I recently stumbled on an open-source tool with a similar premise: https://github.com/elementary-data/elementary-lineage
you can check it out
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Lightweight data profiling tools / relationship discovery
Hi! we are working on an open source data lineage solution that might be helpful for your use case to learn the relationship between tables, we don't support column level just yet but we are working on it. Please let me know if we can help somehow and feel free to check it out here - https://github.com/elementary-data/elementary-lineage
sqllineage
- FLaNK Stack Weekly for 12 September 2023
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Dependency Lineage & Scripting
For the open source there is this library https://github.com/reata/sqllineage.
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Launch HN: Elementary (YC W22) – Open-source data observability
Is the idea here that it's inspired by re_data due to using dbt transformations underneath or because it's reposted looking nearly the same? (or both?)
Looks like much of the lineage code is also largely a wrapper around this library: https://github.com/reata/sqllineage
Would be curious to understand the project's purpose and unique contributions vs. the underlying dependencies powering it as there seems to be some ambiguity. Is this just a wrapper around dbt transformations and a lineage library in one package? Can I just use them directly?
What are some alternatives?
re_data - re_data - fix data issues before your users & CEO would discover them 😊
dbt-data-reliability - dbt package that is part of Elementary, 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.
tiddlywiki-docker - Tools for running TiddlyWiki via a Docker container
deequ - Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
lightdash - Self-serve BI to 10x your data team ⚡️
hrequests - 🚀 Web scraping for humans
dbt-core - dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
open-interpreter - A natural language interface for computers
rivet - The open-source visual AI programming environment and TypeScript library