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-1.6.0.14rc2.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-1.6.0.14rc2-py3-none-any.whl (12.1 kB view details)

Uploaded Python 3

File details

Details for the file acryl_datahub_gx_plugin-1.6.0.14rc2.tar.gz.

File metadata

File hashes

Hashes for acryl_datahub_gx_plugin-1.6.0.14rc2.tar.gz
Algorithm Hash digest
SHA256 f270d91f245f9c1d60c57b95333bc2ee0bd8c30b57515b75da0ebebb2728b1d7
MD5 dd068815032e759b82934ad0c8f8ba61
BLAKE2b-256 f7ec2fb6421e905213ac9bbbb42024423b94bc8db7cb2430c6f2539d100c0086

See more details on using hashes here.

File details

Details for the file acryl_datahub_gx_plugin-1.6.0.14rc2-py3-none-any.whl.

File metadata

File hashes

Hashes for acryl_datahub_gx_plugin-1.6.0.14rc2-py3-none-any.whl
Algorithm Hash digest
SHA256 8b23a740b059d0f83c15699130554cd3d46bfaa3be41f9665ec3a78b8ee001cf
MD5 5cdbc29cf2971f9346008416f66efebc
BLAKE2b-256 65456f47c005e6ccbb4541c6d1ad948a44a57bbf81df71b774312791a11d7186

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