elementary
piperider
| elementary | piperider | |
|---|---|---|
| 30 | 6 | |
| 1,740 | 469 | |
| 1.8% | 0.2% | |
| 9.8 | 9.5 | |
| 6 days ago | about 2 months ago | |
| HTML | Python | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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
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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
piperider
- Show HN: PipeRider – open-source Data Impact Analysis for dbt changes
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Open source data observability tools with UI?
If you post a GitHub issue to request these connectors is might help persuade the product team to add these sooner than later.
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Data profiling as part of a data reliability strategy?
PS. I'm a bit biased -> I'm working for PipeRider; we're building an open-source data reliability toolkit with profiling at the core: https://github.com/InfuseAI/piperider
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Show HN: PipeRider, data reliability automated tool
I was rush to Show HN, and now I want to tell a bit more.
PipeRider, it’s our take on a data reliability and quality tool for data pipelines. It’s based on data profiling and assertions that test against the data profile.
It’s open-source and ready to use on Github here: https://github.com/infuseai/piperider
Here is a quick start to get you up and running easily:
What are some alternatives?
re_data - re_data - fix data issues before your users & CEO would discover them 😊
soda-sql - Data profiling, testing, and monitoring for SQL accessible data.
sqllineage - SQL Lineage Analysis Tool powered by Python
great_expectations - Always know what to expect from your 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.
pointblank - Data quality assessment and metadata reporting for data frames and database tables
tiddlywiki-docker - Tools for running TiddlyWiki via a Docker container
pandas-profiling - Create HTML profiling reports from pandas DataFrame objects [Moved to: https://github.com/ydataai/pandas-profiling]
lightdash - Self-serve BI to 10x your data team ⚡️
ydata-profiling - 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
dbt-core - dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
dbt-oracle - dbt (data build tool) adapter for Oracle Autonomous Database