Always know what to expect from your data. (See https://github.com/fivetran/great_expectations for full description).

Project links

Data verified by PyPI on Sep 25, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

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  • Released:
Latest release

2 maintainers

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Avatar for danklynn from gravatar.com danklynn Avatar for josh.stauffer from gravatar.com josh.stauffer

Credits

Author: The Great Expectations Team

GitHub Statistics

Data verified by PyPI on Sep 25, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License

Apache Software License (Apache-2.0)

Requires

Python <3.14, >=3.10

Provides Extra

sql-server gx-redshift teradata cloud bigquery singlestore databricks postgresql hive trino gcs vertica spark azure athena mysql pagerduty arrow dremio spark-connect oracle clickhouse excel redshift snowflake test aws-secrets azure-secrets fabric gcp s3

Tags

data science testing pipeline data quality dataquality validation datavalidation

Classifiers

Report project as malware

Release files for great-expectations 1.23.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for great-expectations 1.23.2
File Size Uploaded
great_expectations-1.23.2.tar.gz 37.0 MB Details

Built distribution (wheel)

Table of built distributions (wheels) for great-expectations 1.23.2
File Interpreter ABI Platform
great_expectations-1.23.2-py3-none-any.whl 5.7 MB Python 3 none any Details

Total release size: 42.7 MB

Release files / great_expectations-1.23.2.tar.gz

Download URL great_expectations-1.23.2.tar.gz
Size 37.0 MB
Tags Source
SHA-256 checksum
How to use checksums 		c4781d99413a60f45e15febd70b5bb14a27dd8368d7f9b9f766b03eb64645a16
BLAKE2b-256 checksum
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Uploaded via twine/7.0.0 CPython/3.13.14

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Signed by GitHub Actions, verified by PyPI on Sep 25, 2026.

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Identity
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GitHub Actions
Publishing repository
github.com/fivetran/great_expectations
Publishing commit
github.com/fivetran/great_expectations/tree/0ffedfd29c2a53e05f10d46bbdac1cccb32ccb9e
Workflow
Publishing configuration
github.com/fivetran/great_expectations/blob/0ffedfd29c2a53e05f10d46bbdac1cccb32ccb9e/.github/workflows/ci.yml
Publishing logs
github.com/fivetran/great_expectations/actions/runs/36174043891/attempts/1
Artifact
Subject
great_expectations-1.23.2.tar.gz
SHA-256 checksum
c4781d99413a60f45e15febd70b5bb14a27dd8368d7f9b9f766b03eb64645a16 Verifying attestations

Release files / great_expectations-1.23.2-py3-none-any.whl

Download URL great_expectations-1.23.2-py3-none-any.whl
Size 5.7 MB
Tags Python 3
SHA-256 checksum
How to use checksums 		2b8e3825e1695b5b6a3a5d85a8a225e5f3e1db37dbb6d1a381a28c7dc296101e
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Uploaded via twine/7.0.0 CPython/3.13.14

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PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 25, 2026.

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Identity
Publishing platform
GitHub Actions
Publishing repository
github.com/fivetran/great_expectations
Publishing commit
github.com/fivetran/great_expectations/tree/0ffedfd29c2a53e05f10d46bbdac1cccb32ccb9e
Workflow
Publishing configuration
github.com/fivetran/great_expectations/blob/0ffedfd29c2a53e05f10d46bbdac1cccb32ccb9e/.github/workflows/ci.yml
Publishing logs
github.com/fivetran/great_expectations/actions/runs/36174043891/attempts/1
Artifact
Subject
great_expectations-1.23.2-py3-none-any.whl
SHA-256 checksum
2b8e3825e1695b5b6a3a5d85a8a225e5f3e1db37dbb6d1a381a28c7dc296101e Verifying attestations

Release history Release notifications | RSS feed

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