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 release notes 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:
Newer release available (0.4.8)

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

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

cognite_data_quality-0.4.7.tar.gz (763.3 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

cognite_data_quality-0.4.7-py3-none-any.whl (298.5 kB view details)

Uploaded Python 3

File details

Details for the file cognite_data_quality-0.4.7.tar.gz.

File metadata

  • Download URL: cognite_data_quality-0.4.7.tar.gz
  • Upload date:
  • Size: 763.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/7.0.0 CPython/3.11.16

File hashes

Hashes for cognite_data_quality-0.4.7.tar.gz
Algorithm Hash digest
SHA256 4e47329988655133e938a037ca073a81b81dd42f3de02474525f44f07cfd8d5d
MD5 579567617922dd0f551d406a764fd32b
BLAKE2b-256 04e247b00a1c0d7d51f844c8a551feffc64e625e296e5cbc8f5a847c55cf1957

See more details on using hashes here.

File details

Details for the file cognite_data_quality-0.4.7-py3-none-any.whl.

File metadata

File hashes

Hashes for cognite_data_quality-0.4.7-py3-none-any.whl
Algorithm Hash digest
SHA256 9c205dda7fd37945dc069b0b64a46619ae53bcc100b665f62e78ae879636fd11
MD5 25969615da1cb9eb91e076cf6933b6e0
BLAKE2b-256 70c2d403f534a976a3fed25e9b6780521ecee0ce7ff2690113166e6b74faed0c

See more details on using hashes here.

Release history Release notifications | RSS feed

0.4.8

2 files

This release

0.4.7 This release

2 files

0.4.6

2 files

0.4.5

2 files

0.4.4

2 files

0.4.3

2 files

0.4.2

2 files

0.4.1

2 files

Pre-release

0.4.1b11

2 files

Pre-release

0.4.1b10

2 files

Pre-release

0.4.1b9

2 files

Pre-release

0.4.1b8

2 files

Pre-release

0.4.1b7

2 files

Pre-release

0.4.1b6

2 files

Pre-release

0.4.1b5

2 files

Pre-release

0.4.1b4

2 files

Pre-release

0.4.1b3

2 files

Pre-release

0.4.1b2

2 files

Pre-release

0.4.1b1

2 files

0.3.8

2 files

Pre-release

0.3.8b1

2 files

0.3.7

2 files

0.3.6

2 files

0.3.5

2 files

0.3.4

2 files

0.3.3

2 files

0.3.2

2 files

0.3.1

2 files

0.3.0

2 files

0.2.28

2 files

0.2.27

2 files

0.2.26

2 files

0.2.25

2 files

0.2.24

2 files

0.2.23

2 files

0.2.22

2 files

0.2.21

2 files

0.2.20

2 files

0.2.19

2 files

0.2.18

2 files

0.2.17

2 files

0.2.16

2 files

0.2.15

2 files

0.2.14

2 files

0.2.13

2 files

0.2.12

2 files

0.2.11

2 files

0.2.10

2 files

0.2.9

2 files

0.2.8

2 files

0.2.7

2 files

0.2.6

2 files

0.2.5

2 files

0.2.4

2 files

0.2.3

2 files

0.2.2

2 files

0.2.1

2 files

0.2.0

2 files

0.1.30

2 files

0.1.29

2 files

0.1.28

2 files

0.1.27

2 files

0.1.26

2 files

0.1.25

2 files

0.1.24

2 files

0.1.23

2 files

0.1.22

2 files

0.1.21

2 files

0.1.20

2 files

0.1.19

2 files

0.1.18

2 files

0.1.17

2 files

0.1.16

2 files

0.1.15

2 files

0.1.14

2 files

0.1.13

2 files

0.1.12

2 files

0.1.11

2 files

0.1.10

2 files

0.1.9

2 files

0.1.8

2 files

0.1.7

2 files

0.1.6

2 files

0.1.5

2 files

0.1.4

2 files

0.1.3

2 files

0.1.2

2 files

0.1.1

2 files

0.1.0

2 files

Pre-release

0.0.1b2

2 files

Pre-release

0.0.1b1

2 files

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page