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data-unit-tests

great-expectations / great_expectations 

Always know what to expect from your data.

pipeline-testsdataqualitydatacleaningdatacleaner数据科学data-profilingpipelinepipeline-testingcleandatadataunittestdata-unit-testsedaexploratory-data-analysisexploratory-analysisexploratorydataanalysisdata-qualitydata-engineeringpipeline-debtdata-profilersmlops
Python
10645
21 分钟前
sodadata/soda-core
sodadata / soda-core 

⚡ Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io

Pythondata-engineeringdata-governancedata-monitoringdata-observabilitydata-profilingdata-qualitydata-quality-checksdata-quality-monitoringdata-reliabilitydata-testingdata-unit-testsdata-validationdataqualitydbtpipeline-testingsnowflakedata-contracts
Python
2152
5 小时前
sodadata / soda-github-action 

⚡ Prevent downstream data quality issues by integrating the Soda Library into your CI/CD pipeline.

data-engineeringdata-monitoringdata-observabilitydata-qualitydata-quality-checksdata-quality-monitoringdata-reliabilitydata-testingdata-unit-testsdata-validationdataqualitypipeline-testingsnowflake
Python
14
1 年前
andrjas / data_check 

data and pipeline testing with and for SQL

data-engineeringdata-qualitydata-testingdata-unit-tests数据库dataqualitypipelineSQLdata-validation
Python
5
4 个月前
joocer / data_expectations 

Are your data meeting your expectations?

datavalidationCode qualitypipelinesobservabilitydata-engineeringdata-quality数据科学data-unit-tests
Python
1
2 年前