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== Testing
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* https://greatexpectations.io/[Great expectations] - Helps data teams eliminate pipeline debt, through data testing.
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* https://github.com/DataKitchen/data-observability-installer/[DataKitchen Data Observability] - A full featured data quality profiling and data testing tool: it automatically generates tests for you.
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== Monitoring and Logging
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* https://prometheus.io/[prometheus] - An open-source systems monitoring and alerting toolkit.
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* https://grafana.com/[grafana] - An open-source analytics and monitoring platform.
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* https://github.com/DataKitchen/data-observability-installer/[DataKitchen Data Observability] - A full featured monitoring and alerting software that watches across and down your data estate
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== Versioning
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* https://github.com/treeverse/lakeFS/[lakeFS] - Repeatable, atomic and versioned data lake on top of object storage.
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