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pipeline-testing

Here are 5 public repositories matching this topic...

great-expectations /great_expectations

Always know what to expect from your data.

data-science pipeline exploratory-data-analysis eda data-engineering data-quality data-profiling datacleaner exploratory-analysis cleandata dataquality datacleaning mlops pipeline-tests pipeline-testing dataunittest data-unit-tests exploratorydataanalysis pipeline-debt data-profilers

UpdatedMar 28, 2025
Python

soda-core

sodadata /soda-core

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

python data-validation snowflake data-engineering dbt data-quality-checks data-quality data-profiling dataquality data-governance data-monitoring data-quality-monitoring pipeline-testing data-unit-tests data-testing data-contracts datatesting data-observability data-reliability data-quality-testing

UpdatedMar 28, 2025
Python

IBM /lale

Library for Semi-Automated Data Science

python data-science machine-learning scikit-learn artificial-intelligence interoperability hyperparameter-optimization hyperparameter-tuning ibm-research automl automated-machine-learning dataquality hyperparameter-search ibm-research-ai pipeline-tests pipeline-testing

UpdatedMar 28, 2025
Python

sodadata /soda-github-action

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

data-validation snowflake data-engineering data-quality-checks data-quality dataquality data-monitoring data-quality-monitoring pipeline-testing data-unit-tests data-testing datatesting data-observability data-reliability data-quality-testing

UpdatedOct 1, 2024
Python

jibbs1703 /Energy-Data-Pipeline

This repository contains an ETL pipeline that collects monthly electricity price and demand data by region in Australia. The source files are in CSV format and contain energy price and demand data at 30-minute intervals.

data-engineering asynchronous-programming data-transfer data-ingestion etl-pipeline pipeline-testing

UpdatedJan 19, 2025

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