mirror of
https://github.com/open-metadata/OpenMetadata.git
synced 2025-07-09 10:09:09 +00:00
29 lines
2.6 KiB
Markdown
29 lines
2.6 KiB
Markdown
|
---
|
||
|
|
title: databaseServiceAutoClassificationPipeline
|
||
|
|
slug: /main-concepts/metadata-standard/schemas/metadataingestion/databaseserviceautoclassificationpipeline
|
||
|
|
---
|
||
|
|
|
||
|
|
# DatabaseServiceAutoClassificationPipeline
|
||
|
|
|
||
|
|
*DatabaseService AutoClassification & Auto Classification Pipeline Configuration.*
|
||
|
|
|
||
|
|
## Properties
|
||
|
|
|
||
|
|
- **`type`**: Pipeline type. Refer to *[#/definitions/autoClassificationConfigType](#definitions/autoClassificationConfigType)*. Default: `"AutoClassification"`.
|
||
|
|
- **`classificationFilterPattern`**: Regex to only compute metrics for table that matches the given tag, tiers, gloassary pattern. Refer to *[../type/filterPattern.json#/definitions/filterPattern](#/type/filterPattern.json#/definitions/filterPattern)*.
|
||
|
|
- **`schemaFilterPattern`**: Regex to only fetch tables or databases that matches the pattern. Refer to *[../type/filterPattern.json#/definitions/filterPattern](#/type/filterPattern.json#/definitions/filterPattern)*.
|
||
|
|
- **`tableFilterPattern`**: Regex exclude tables or databases that matches the pattern. Refer to *[../type/filterPattern.json#/definitions/filterPattern](#/type/filterPattern.json#/definitions/filterPattern)*.
|
||
|
|
- **`databaseFilterPattern`**: Regex to only fetch databases that matches the pattern. Refer to *[../type/filterPattern.json#/definitions/filterPattern](#/type/filterPattern.json#/definitions/filterPattern)*.
|
||
|
|
- **`includeViews`** *(boolean)*: Optional configuration to turn off fetching metadata for views. Default: `true`.
|
||
|
|
- **`useFqnForFiltering`** *(boolean)*: Regex will be applied on fully qualified name (e.g service_name.db_name.schema_name.table_name) instead of raw name (e.g. table_name). Default: `false`.
|
||
|
|
- **`storeSampleData`** *(boolean)*: Option to turn on/off storing sample data. If enabled, we will ingest sample data for each table. Default: `true`.
|
||
|
|
- **`enableAutoClassification`** *(boolean)*: Optional configuration to automatically tag columns that might contain sensitive information. Default: `false`.
|
||
|
|
- **`confidence`** *(number)*: Set the Confidence value for which you want the column to be tagged as PII. Confidence value ranges from 0 to 100. A higher number will yield less false positives but more false negatives. A lower number will yield more false positives but less false negatives. Default: `80`.
|
||
|
|
- **`sampleDataCount`** *(integer)*: Number of sample rows to ingest when 'Generate Sample Data' is enabled. Default: `50`.
|
||
|
|
## Definitions
|
||
|
|
|
||
|
|
- **`autoClassificationConfigType`** *(string)*: Profiler Source Config Pipeline type. Must be one of: `["AutoClassification"]`. Default: `"AutoClassification"`.
|
||
|
|
|
||
|
|
|
||
|
|
Documentation file automatically generated at 2025-01-15 09:05:41.923720+00:00.
|