Pere Menal-Ferrer 601c56a3cf feature/pii-column-classifier (#21200)
* Add PII Tag and Sensitivity Level enums.

* Add feature-extraction for PII classification tasks

* Add faker as test dependency

* Add unit tests for presidio tag extractor

* Add PIISensitivityTags enum and update sensitivity mapping logic

* Add Presidio utility functions for PII analysis

* Extend column name regexs for PII

* Add colum name split

* Move pii algorithms to dedicated package

* Add tests for PAN, NIF, SSN entities

* Fix linting

* Add comment on why we need to set specific lanaguage to Presidio recognizers, as per PR suggestion.

* Fix version of faker to prevent flaky tests. Fix failing tests.

* Fix wrong import

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Co-authored-by: Pere Menal <pere.menal@getcollate.io>
2025-05-20 09:28:16 +02:00
..
2024-09-17 08:58:53 -07:00

This guide will help you setup the Ingestion framework and connectors
This guide will help you setup the Ingestion framework and connectors

Python version 3.8+

OpenMetadata Ingestion is a simple framework to build connectors and ingest metadata of various systems through OpenMetadata APIs. It could be used in an orchestration framework(e.g. Apache Airflow) to ingest metadata. Prerequisites

  • Python >= 3.8.x

Docs

Please refer to the documentation here https://docs.open-metadata.org/connectors

TopologyRunner

All the Ingestion Workflows run through the TopologyRunner.

The flow is depicted in the images below.

TopologyRunner Standard Flow

image

TopologyRunner Multithread Flow

image