Skip to main content

DataHub Great Expectations plugin — send data quality assertion results from GX checkpoints into your DataHub catalog

Project description

DataHub Great Expectations (GX) Plugin

Send Great Expectations data quality results into DataHub — surface assertion outcomes alongside your dataset metadata so teams can see data health at a glance.

What you can do

  • Emit assertion results from GX Checkpoints directly into DataHub as data quality assertions
  • Link quality checks to datasets — results appear on the dataset's profile in DataHub
  • Track pass/fail history over time for every expectation suite
  • Works with any DataHub deployment — self-hosted or DataHub Cloud

Installation

pip install acryl-datahub-gx-plugin

Quickstart

Add the DataHub action to your GX Checkpoint:

from datahub_gx_plugin.action import DataHubValidationAction
from great_expectations.checkpoint import Checkpoint

checkpoint = Checkpoint(
    name="my_checkpoint",
    data_context=context,
    action_list=[
        {
            "name": "datahub",
            "action": {
                "class_name": "DataHubValidationAction",
                "module_name": "datahub_gx_plugin.action",
                "server_url": "http://localhost:8080",
            },
        }
    ],
)

Results from every Checkpoint run will appear in DataHub under the dataset's Validation tab.

Links

Project details


Release history Release notifications | RSS feed

Download files

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

Source Distribution

acryl_datahub_gx_plugin-1.6.0.10rc1.tar.gz (13.6 kB view details)

Uploaded Source

Built Distribution

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

acryl_datahub_gx_plugin-1.6.0.10rc1-py3-none-any.whl (12.1 kB view details)

Uploaded Python 3

File details

Details for the file acryl_datahub_gx_plugin-1.6.0.10rc1.tar.gz.

File metadata

File hashes

Hashes for acryl_datahub_gx_plugin-1.6.0.10rc1.tar.gz
Algorithm Hash digest
SHA256 22164bd436e81c2a5804a6e9829345c5c19860649c886c8fa9a40762051948e3
MD5 cc5c4ee059a6652b1063578204300868
BLAKE2b-256 cecf2fbe22a52e2a3bb450a5354da717e1c0063f2e79b851afb359b936f0d8ba

See more details on using hashes here.

File details

Details for the file acryl_datahub_gx_plugin-1.6.0.10rc1-py3-none-any.whl.

File metadata

File hashes

Hashes for acryl_datahub_gx_plugin-1.6.0.10rc1-py3-none-any.whl
Algorithm Hash digest
SHA256 d7c4bb4b8205fc6f1de584425de34b310585799f968d43b10dcee86b52d9d048
MD5 4d7f0ad5ee997c1f2ae945be5a71d4d1
BLAKE2b-256 1563ff7de492a5a55d4e20dc2b9a6733019e0c15fb5d3ccd75c7040887efd3ba

See more details on using hashes here.

Supported by

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