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 Oct 7, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

2 maintainers

PyPI data
Data sourced directly from PyPI's database.
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 Oct 7, 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 <3.15, >=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

Metadata

Project links

Data verified by PyPI on Oct 7, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

2 maintainers

PyPI data
Data sourced directly from PyPI's database.
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 Oct 7, 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 <3.15, >=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 1.24.0

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 1.24.0
File Size Uploaded
great_expectations-1.24.0.tar.gz 37.1 MB Details

Built distribution (wheel)

Table of built distributions (wheels) for great-expectations 1.24.0
File Interpreter ABI Platform
great_expectations-1.24.0-py3-none-any.whl 5.7 MB Python 3 none any Details

Total release size: 42.8 MB

Release files / great_expectations-1.24.0.tar.gz

Download URL great_expectations-1.24.0.tar.gz
Size 37.1 MB
Tags Source
SHA-256 checksum
How to use checksums 		43959b92737516c51a62cc993cc5112fdf8ebbbf003cc20025b1c40ed88d7db8
BLAKE2b-256 checksum
How to use checksums 		122a9d37d570a049be27e32ff32b26ef9e4635ffba660fcbcf81c6bde025ad37
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

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 Oct 7, 2026.

Transparency log
Identity
Publishing platform
GitHub Actions
Publishing repository
github.com/fivetran/great_expectations
Publishing commit
github.com/fivetran/great_expectations/tree/b306e52a836462969e8a47e60a9c748950e1d3fc
Workflow
Publishing configuration
github.com/fivetran/great_expectations/blob/b306e52a836462969e8a47e60a9c748950e1d3fc/.github/workflows/ci.yml
Publishing logs
github.com/fivetran/great_expectations/actions/runs/37624220912/attempts/1
Artifact
Subject
great_expectations-1.24.0.tar.gz
SHA-256 checksum
43959b92737516c51a62cc993cc5112fdf8ebbbf003cc20025b1c40ed88d7db8 Verifying attestations

Release files / great_expectations-1.24.0-py3-none-any.whl

Download URL great_expectations-1.24.0-py3-none-any.whl
Size 5.7 MB
Tags Python 3
SHA-256 checksum
How to use checksums 		72de361c45c4fa8d569b6c6d130738f2566571185bc6b4ee764d9a9541d8a1ee
BLAKE2b-256 checksum
How to use checksums 		dcb3cbaaf5521fb4afebc390cc4f8136cdca32f8d6ee162c5b67c17e4206fa15
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

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 Oct 7, 2026.

Transparency log
Identity
Publishing platform
GitHub Actions
Publishing repository
github.com/fivetran/great_expectations
Publishing commit
github.com/fivetran/great_expectations/tree/b306e52a836462969e8a47e60a9c748950e1d3fc
Workflow
Publishing configuration
github.com/fivetran/great_expectations/blob/b306e52a836462969e8a47e60a9c748950e1d3fc/.github/workflows/ci.yml
Publishing logs
github.com/fivetran/great_expectations/actions/runs/37624220912/attempts/1
Artifact
Subject
great_expectations-1.24.0-py3-none-any.whl
SHA-256 checksum
72de361c45c4fa8d569b6c6d130738f2566571185bc6b4ee764d9a9541d8a1ee Verifying attestations

Release history Release notifications | RSS feed

This release

1.24.0 This release

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1.23.2

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