Pre-release

This release is a pre-release and may not be stable for production use.

Cognite Data Quality

SHACL-based data quality validation for Cognite Data Fusion (CDF).

Documentation

For full documentation, installation guides, deployment, and examples, see:

https://cognite-data-quality-validation.readthedocs-hosted.com/en/latest/

Latest release

See the changelog for the latest changes.

Installation

pip install cognite-data-quality

Quick Start

from cognite_data_quality import DataModelConfig, run_validation, load_cognite_client_from_toml

client = load_cognite_client_from_toml("cog-sail.toml")

result = run_validation(
    client=client,
    rules_path="path/to/shacl_rules.ttl",
    rules_format="ttl",
    datamodel=DataModelConfig(space="my_space", external_id="MyModel", version="v1"),
    instance_space="my_space",
    limit=10,
)
print(result.conforms, result.instance_count, len(result.violations))

For YAML-based configuration, deployment, time series validation, SHACL-native aggregate uniqueness, and more, see the documentation.

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Stable release available (0.4.11)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for cognitedeploy from gravatar.com cognitedeploy

Credits

Author: Cognite

License

Apache-2.0

Requires

Python >=3.10

Provides Extra

dev

Report project as malware

Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Stable release available (0.4.11)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for cognitedeploy from gravatar.com cognitedeploy

Credits

Author: Cognite

License

Apache-2.0

Requires

Python >=3.10

Provides Extra

dev

Report project as malware

Release files for cognite-data-quality 0.5.0b2

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

Source distribution (sdist)

Source distribution for cognite-data-quality 0.5.0b2
File Size Uploaded
cognite_data_quality-0.5.0b2.tar.gz 983.6 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for cognite-data-quality 0.5.0b2
File Interpreter ABI Platform
cognite_data_quality-0.5.0b2-py3-none-any.whl 346.7 kB Python 3 none any Details

Total release size: 1.3 MB

Release files / cognite_data_quality-0.5.0b2.tar.gz

Download URL cognite_data_quality-0.5.0b2.tar.gz
Size 983.6 kB
Tags Source
SHA-256 checksum
How to use checksums 		943b1b86037c0fa276cb04110794bf583da6dfd1e22b3a47718e63ead5ef13a9
BLAKE2b-256 checksum
How to use checksums 		320fec6c27b6f2394465374f81f1c535898dafa17a49f5351d0f036874cace8f
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/7.0.0 CPython/3.11.17

Release files / cognite_data_quality-0.5.0b2-py3-none-any.whl

Download URL cognite_data_quality-0.5.0b2-py3-none-any.whl
Size 346.7 kB
Tags Python 3
SHA-256 checksum
How to use checksums 		d43e7001ef38a695e8d261ffd1e21376c8099e351a2a97e34085314c6b114e6b
BLAKE2b-256 checksum
How to use checksums 		ef3d4b0a2b73feb9ac3ea42c0d1c3bac0760947b7b81dd6def9790d953ef6581
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/7.0.0 CPython/3.11.17

Release history Release notifications | RSS feed

Pre-release

0.5.0b5

2 release files

Pre-release

0.5.0b4

2 release files

Pre-release

0.5.0b3

2 release files

This release
Pre-release

0.5.0b2 This release

2 release files

Pre-release

0.5.0b1

2 release files

0.4.11

2 release files

0.4.10

2 release files

0.4.9

2 release files

0.4.8

2 release files

0.4.7

2 release files

0.4.6

2 release files

0.4.5

2 release files

0.4.4

2 release files

0.4.3

2 release files

0.4.2

2 release files

0.4.1

2 release files

Pre-release

0.4.1b11

2 release files

Pre-release

0.4.1b10

2 release files

Pre-release

0.4.1b9

2 release files

Pre-release

0.4.1b8

2 release files

Pre-release

0.4.1b7

2 release files

Pre-release

0.4.1b6

2 release files

Pre-release

0.4.1b5

2 release files

Pre-release

0.4.1b4

2 release files

Pre-release

0.4.1b3

2 release files

Pre-release

0.4.1b2

2 release files

Pre-release

0.4.1b1

2 release files

0.3.8

2 release files

Pre-release

0.3.8b1

2 release files

0.3.7

2 release files

0.3.6

2 release files

0.3.5

2 release files

0.3.4

2 release files

0.3.3

2 release files

0.3.2

2 release files

0.3.1

2 release files

0.3.0

2 release files

0.2.28

2 release files

0.2.27

2 release files

0.2.26

2 release files

0.2.25

2 release files

0.2.24

2 release files

0.2.23

2 release files

0.2.22

2 release files

0.2.21

2 release files

0.2.20

2 release files

0.2.19

2 release files

0.2.18

2 release files

0.2.17

2 release files

0.2.16

2 release files

0.2.15

2 release files

0.2.14

2 release files

0.2.13

2 release files

0.2.12

2 release files

0.2.11

2 release files

0.2.10

2 release files

0.2.9

2 release files

0.2.8

2 release files

0.2.7

2 release files

0.2.6

2 release files

0.2.5

2 release files

0.2.4

2 release files

0.2.3

2 release files

0.2.2

2 release files

0.2.1

2 release files

0.2.0

2 release files

0.1.30

2 release files

0.1.29

2 release files

0.1.28

2 release files

0.1.27

2 release files

0.1.26

2 release files

0.1.25

2 release files

0.1.24

2 release files

0.1.23

2 release files

0.1.22

2 release files

0.1.21

2 release files

0.1.20

2 release files

0.1.19

2 release files

0.1.18

2 release files

0.1.17

2 release files

0.1.16

2 release files

0.1.15

2 release files

0.1.14

2 release files

0.1.13

2 release files

0.1.12

2 release files

0.1.11

2 release files

0.1.10

2 release files

0.1.9

2 release files

0.1.8

2 release files

0.1.7

2 release files

0.1.6

2 release files

0.1.5

2 release files

0.1.4

2 release files

0.1.3

2 release files

0.1.2

2 release files

0.1.1

2 release files

0.1.0

2 release files

Pre-release

0.0.1b2

2 release files

Pre-release

0.0.1b1

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page