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Soda-core Alternatives
Similar projects and alternatives to soda-core
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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deequ
Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
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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.
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dbt-snowflake-monitoring
A dbt package from SELECT to help you monitor Snowflake performance and costs
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
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soda-spark
Soda Spark is a PySpark library that helps you with testing your data in Spark Dataframes
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better soda-core alternative or higher similarity.
soda-core reviews and mentions
Posts with mentions or reviews of soda-core.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-23.
- Looking for Unit Testing framework in Database Migration Process
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Data profiling tools / approaches?
Tools like Soda Core could be really helpful for this. For example, it allows you to set up a change over time threshold which could take the form of: change avg last 3 for missing_count(column_name) < 20%
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Data QC? Great Expectations?
You can give https://github.com/sodadata/soda-core - open source and (in my opinion) easy to get a lot of value with minimum effort.
- Show HN: Soda Core is now GA – Test data like you would test your code
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Soda Core (OSS) is now GA! So, why should you add checks to your data pipelines?
Give Soda Core a try! It's really easy. If you only have 2 minutes, check out our docs or interactive demo (pretty cool no?). If you have a bit more time, install it and give it a spin! Want to look at it later? Star on Github. Got stuck? As in our Slack community.
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A note from our sponsor - InfluxDB
www.influxdata.com | 7 May 2024
Stats
Basic soda-core repo stats
5
1,765
8.9
7 days ago
sodadata/soda-core is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of soda-core is Python.
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SaaSHub helps you find the best software and product alternatives
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