great-expectations 1.12.3

Always know what to expect from your data.

Stars: 11152, Watchers: 11152, Forks: 1680, Open Issues: 72

The great-expectations/great_expectations repo was created 8 years ago and the last code push was 2 hours ago.
The project is extremely popular with a mindblowing 11152 github stars!

How to Install great-expectations

You can install great-expectations using pip

pip install great-expectations

or add it to a project with poetry

poetry add great-expectations

Package Details

Author

The Great Expectations Team

License

Apache-2.0

Homepage

https://greatexpectations.io

PyPi:

https://pypi.org/project/great-expectations/

GitHub Repo:

https://github.com/great-expectations/great_expectations

Classifiers

• Scientific/Engineering
• Software Development
• Software Development/Testing

Related Packages

Errors

A list of common great-expectations errors.

Code Examples

Here are some great-expectations code examples and snippets.

GitHub Issues

The great-expectations package has 72 open issues on GitHub

• PySpark DataFrame validation fails with AttributeError: 'DataFrame' object has no attribute 'reset_index'
• [MAINTENANCE] Optimize ExpectColumnDistinctValuesToEqualSet with database-pushed comparison
• [MAINTENANCE] Optimize ExpectColumnDistinctValuesToContainSet with database-pushed comparison
• [MAINTENANCE] Optimize ExpectColumnDistinctValuesToBeInSet with database-pushed comparison
• [BUGFIX] Update isinstance check for ColumnElement in SqlAlchemyExecutionEngine
• Bump wheel from 0.38.1 to 0.46.2 in /contrib/cli
• sql server connection schema does not exists
• Expect_compound_columns_to_be_unique does not return the unexpected_index_query in the results
• Bump lodash from 4.17.21 to 4.17.23 in /docs/docusaurus
• [BUGFIX] Fix Redshift fallback column detection for schema-qualified tables
• Add example: pandas validation pipeline with CI integration
• Expectations found in great_expectations.expectations but not in Expectations Gallery
• [BUGFIX] Enhance JSON serialization for row conditions and improve validation logic
• [DO NOT MERGE] styling test
• [Bug] Following the row_condition documentation results in an error.

See more issues on GitHub