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I am currently working on a project that uses MongoDB as our primary database, and I'm very interested in leveraging Great Expectations to validate and ensure the quality of our data. However, I am unsure of the best approach to integrate Great Expectations with MongoDB. Could someone please provide guidance or examples on how to set up this integration? |
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@h2cone This isn't supported natively. You would have to load your data/documents into a pandas or spark dataframe (or a file format that they support) and then you could use a Spark/Pandas datasource. https://docs.greatexpectations.io/docs/0.18/oss/guides/connecting_to_your_data/fluent/in_memory/connect_in_memory_data |
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@h2cone This isn't supported natively.
You would have to load your data/documents into a pandas or spark dataframe (or a file format that they support) and then you could use a Spark/Pandas datasource.
https://docs.greatexpectations.io/docs/0.18/oss/guides/connecting_to_your_data/fluent/in_memory/connect_in_memory_data
https://docs.greatexpectations.io/docs/0.18/oss/guides/connecting_to_your_data/fluent/filesystem/connect_filesystem_source_data