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. (by elementary-data)
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. (by elementary-data)
| elementary | dbt-data-reliability | |
|---|---|---|
| 30 | 2 | |
| 1,740 | 343 | |
| 1.8% | 2.6% | |
| 9.8 | 9.7 | |
| 2 days ago | 2 days ago | |
| HTML | Python | |
| Apache License 2.0 | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
elementary
Posts with mentions or reviews of elementary.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-18.
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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
dbt-data-reliability
Posts with mentions or reviews of dbt-data-reliability.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-03-04.
-
How to store dbt run and test results in tables + code example
The entire implementation is available in our open source dbt package.
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Launch HN: Elementary (YC W22) – Open-source data observability
For any dbt users, their reliability package has the best and most comprehensive way to upload artifacts directly to the warehouse after a dbt invocation.
https://github.com/elementary-data/dbt-data-reliability
What are some alternatives?
When comparing elementary and dbt-data-reliability you can also consider the following projects:
re_data - re_data - fix data issues before your users & CEO would discover them 😊
deequ - Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
sqllineage - SQL Lineage Analysis Tool powered by Python
tiddlywiki-docker - Tools for running TiddlyWiki via a Docker container
soda-core - :zap: Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io
lightdash - Self-serve BI to 10x your data team ⚡️
dbt-core - dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
versatile-data-kit - One framework to develop, deploy and operate data workflows with Python and SQL.
dbt-documentor - ✍️ dbt doc generator for advanced data teams
elementary vs re_data
dbt-data-reliability vs deequ
elementary vs sqllineage
dbt-data-reliability vs re_data
elementary vs tiddlywiki-docker
dbt-data-reliability vs soda-core
elementary vs lightdash
dbt-data-reliability vs sqllineage
elementary vs dbt-core
dbt-data-reliability vs versatile-data-kit
elementary vs deequ
dbt-data-reliability vs dbt-documentor