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feat(ingest/tableau): enable extract_lineage_from_unsupported_custom_sql_queries by default (#14717)

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Michael Maltese 2025-09-23 09:39:56 -04:00 committed by GitHub
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2
docs/how/updating-datahub.md
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@ -44,6 +44,8 @@ This file documents any backwards-incompatible changes in DataHub and assists pe
### Other Notable Changes
- #14717: The Tableau ingestion source now enables `extract_lineage_from_unsupported_custom_sql_queries` by default. This improves the quality of lineage extracted by using DataHub's SQL parser in cases where the Tableau Catalog API fails to return lineage for Custom SQL queries.
## 1.2.0
### Breaking Changes

6
metadata-ingestion/src/datahub/ingestion/source/tableau/tableau.py
View File

@ -594,13 +594,13 @@ class TableauConfig(
)
extract_lineage_from_unsupported_custom_sql_queries: bool = Field(
default=False,
description="[Experimental] Whether to extract lineage from unsupported custom sql queries using SQL parsing",
default=True,
description="[Experimental] Extract lineage from Custom SQL queries using DataHub's SQL parser in cases where the Tableau Catalog API fails to return lineage for the query.",
)
force_extraction_of_lineage_from_custom_sql_queries: bool = Field(
default=False,
description="[Experimental] Force extraction of lineage from custom sql queries using SQL parsing, ignoring Tableau metadata",
description="[Experimental] Force extraction of lineage from Custom SQL queries using DataHub's SQL parser, even when the Tableau Catalog API returns lineage already.",
)
sql_parsing_disable_schema_awareness: bool = Field(

54
metadata-ingestion/tests/integration/tableau/tableau_extract_all_project_mces_golden.json
View File

@ -36508,6 +36508,60 @@
"pipelineName": "tableau-test-pipeline"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
"changeType": "UPSERT",
"aspectName": "upstreamLineage",
"aspect": {
"json": {
"upstreams": [
{
"auditStamp": {
"time": 0,
"actor": "urn:li:corpuser:unknown"
},
"dataset": "urn:li:dataset:(urn:li:dataPlatform:bigquery,demo-custom-323403.bigquery_demo.order_items,PROD)",
"type": "TRANSFORMED"
},
{
"auditStamp": {
"time": 0,
"actor": "urn:li:corpuser:unknown"
},
"dataset": "urn:li:dataset:(urn:li:dataPlatform:bigquery,demo-custom-323403.bigquery_demo.sellers,PROD)",
"type": "TRANSFORMED"
}
],
"fineGrainedLineages": [
{
"upstreamType": "FIELD_SET",
"upstreams": [],
"downstreamType": "FIELD",
"downstreams": [
"urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),seller_city)"
],
"confidenceScore": 1.0
},
{
"upstreamType": "FIELD_SET",
"upstreams": [],
"downstreamType": "FIELD",
"downstreams": [
"urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),price)"
],
"confidenceScore": 1.0
}
]
}
},
"systemMetadata": {
"lastObserved": 1638860400000,
"runId": "tableau-test",
"lastRunId": "no-run-id-provided",
"pipelineName": "tableau-test-pipeline"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",

54
metadata-ingestion/tests/integration/tableau/tableau_filtered_upstream_asset_golden.json
View File

@ -36249,6 +36249,60 @@
"pipelineName": "test_tableau_ingest"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
"changeType": "UPSERT",
"aspectName": "upstreamLineage",
"aspect": {
"json": {
"upstreams": [
{
"auditStamp": {
"time": 0,
"actor": "urn:li:corpuser:unknown"
},
"dataset": "urn:li:dataset:(urn:li:dataPlatform:bigquery,demo-custom-323403.bigquery_demo.order_items,PROD)",
"type": "TRANSFORMED"
},
{
"auditStamp": {
"time": 0,
"actor": "urn:li:corpuser:unknown"
},
"dataset": "urn:li:dataset:(urn:li:dataPlatform:bigquery,demo-custom-323403.bigquery_demo.sellers,PROD)",
"type": "TRANSFORMED"
}
],
"fineGrainedLineages": [
{
"upstreamType": "FIELD_SET",
"upstreams": [],
"downstreamType": "FIELD",
"downstreams": [
"urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),seller_city)"
],
"confidenceScore": 1.0
},
{
"upstreamType": "FIELD_SET",
"upstreams": [],
"downstreamType": "FIELD",
"downstreams": [
"urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),price)"
],
"confidenceScore": 1.0
}
]
}
},
"systemMetadata": {
"lastObserved": 1638860400000,
"runId": "tableau-test",
"lastRunId": "no-run-id-provided",
"pipelineName": "test_tableau_ingest"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",

54
metadata-ingestion/tests/integration/tableau/tableau_hidden_asset_tags_mces_golden.json
View File

@ -36689,6 +36689,60 @@
"pipelineName": "test_tableau_hidden_asset_tags_ingest"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
"changeType": "UPSERT",
"aspectName": "upstreamLineage",
"aspect": {
"json": {
"upstreams": [
{
"auditStamp": {
"time": 0,
"actor": "urn:li:corpuser:unknown"
},
"dataset": "urn:li:dataset:(urn:li:dataPlatform:bigquery,demo-custom-323403.bigquery_demo.order_items,PROD)",
"type": "TRANSFORMED"
},
{
"auditStamp": {
"time": 0,
"actor": "urn:li:corpuser:unknown"
},
"dataset": "urn:li:dataset:(urn:li:dataPlatform:bigquery,demo-custom-323403.bigquery_demo.sellers,PROD)",
"type": "TRANSFORMED"
}
],
"fineGrainedLineages": [
{
"upstreamType": "FIELD_SET",
"upstreams": [],
"downstreamType": "FIELD",
"downstreams": [
"urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),seller_city)"
],
"confidenceScore": 1.0
},
{
"upstreamType": "FIELD_SET",
"upstreams": [],
"downstreamType": "FIELD",
"downstreams": [
"urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),price)"
],
"confidenceScore": 1.0
}
]
}
},
"systemMetadata": {
"lastObserved": 1638860400000,
"runId": "tableau-test",
"lastRunId": "no-run-id-provided",
"pipelineName": "test_tableau_hidden_asset_tags_ingest"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",

54
metadata-ingestion/tests/integration/tableau/tableau_ingest_hidden_worksheets_golden.json
View File

@ -36024,6 +36024,60 @@
"pipelineName": "test_tableau_no_hidden_assets_ingest"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
"changeType": "UPSERT",
"aspectName": "upstreamLineage",
"aspect": {
"json": {
"upstreams": [
{
"auditStamp": {
"time": 0,
"actor": "urn:li:corpuser:unknown"
},
"dataset": "urn:li:dataset:(urn:li:dataPlatform:bigquery,demo-custom-323403.bigquery_demo.order_items,PROD)",
"type": "TRANSFORMED"
},
{
"auditStamp": {
"time": 0,
"actor": "urn:li:corpuser:unknown"
},
"dataset": "urn:li:dataset:(urn:li:dataPlatform:bigquery,demo-custom-323403.bigquery_demo.sellers,PROD)",
"type": "TRANSFORMED"
}
],
"fineGrainedLineages": [
{
"upstreamType": "FIELD_SET",
"upstreams": [],
"downstreamType": "FIELD",
"downstreams": [
"urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),seller_city)"
],
"confidenceScore": 1.0
},
{
"upstreamType": "FIELD_SET",
"upstreams": [],
"downstreamType": "FIELD",
"downstreams": [
"urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),price)"
],
"confidenceScore": 1.0
}
]
}
},
"systemMetadata": {
"lastObserved": 1638860400000,
"runId": "tableau-test",
"lastRunId": "no-run-id-provided",
"pipelineName": "test_tableau_no_hidden_assets_ingest"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",

54
metadata-ingestion/tests/integration/tableau/tableau_ingest_tags_disabled_mces_golden.json
View File

@ -24570,6 +24570,60 @@
"pipelineName": "test_tableau_ingest_tags_disabled"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
"changeType": "UPSERT",
"aspectName": "upstreamLineage",
"aspect": {
"json": {
"upstreams": [
{
"auditStamp": {
"time": 0,
"actor": "urn:li:corpuser:unknown"
},
"dataset": "urn:li:dataset:(urn:li:dataPlatform:bigquery,demo-custom-323403.bigquery_demo.order_items,PROD)",
"type": "TRANSFORMED"
},
{
"auditStamp": {
"time": 0,
"actor": "urn:li:corpuser:unknown"
},
"dataset": "urn:li:dataset:(urn:li:dataPlatform:bigquery,demo-custom-323403.bigquery_demo.sellers,PROD)",
"type": "TRANSFORMED"
}
],
"fineGrainedLineages": [
{
"upstreamType": "FIELD_SET",
"upstreams": [],
"downstreamType": "FIELD",
"downstreams": [
"urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),seller_city)"
],
"confidenceScore": 1.0
},
{
"upstreamType": "FIELD_SET",
"upstreams": [],
"downstreamType": "FIELD",
"downstreams": [
"urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),price)"
],
"confidenceScore": 1.0
}
]
}
},
"systemMetadata": {
"lastObserved": 1638860400000,
"runId": "tableau-test",
"lastRunId": "no-run-id-provided",
"pipelineName": "test_tableau_ingest_tags_disabled"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",

54
metadata-ingestion/tests/integration/tableau/tableau_mces_golden.json
View File

@ -36249,6 +36249,60 @@
"pipelineName": "test_tableau_ingest"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
"changeType": "UPSERT",
"aspectName": "upstreamLineage",
"aspect": {
"json": {
"upstreams": [
{
"auditStamp": {
"time": 0,
"actor": "urn:li:corpuser:unknown"
},
"dataset": "urn:li:dataset:(urn:li:dataPlatform:bigquery,demo-custom-323403.bigquery_demo.order_items,PROD)",
"type": "TRANSFORMED"
},
{
"auditStamp": {
"time": 0,
"actor": "urn:li:corpuser:unknown"
},
"dataset": "urn:li:dataset:(urn:li:dataPlatform:bigquery,demo-custom-323403.bigquery_demo.sellers,PROD)",
"type": "TRANSFORMED"
}
],
"fineGrainedLineages": [
{
"upstreamType": "FIELD_SET",
"upstreams": [],
"downstreamType": "FIELD",
"downstreams": [
"urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),seller_city)"
],
"confidenceScore": 1.0
},
{
"upstreamType": "FIELD_SET",
"upstreams": [],
"downstreamType": "FIELD",
"downstreams": [
"urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),price)"
],
"confidenceScore": 1.0
}
]
}
},
"systemMetadata": {
"lastObserved": 1638860400000,
"runId": "tableau-test",
"lastRunId": "no-run-id-provided",
"pipelineName": "test_tableau_ingest"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",

108
metadata-ingestion/tests/integration/tableau/tableau_multiple_sites_mces_golden.json
View File

@ -36586,6 +36586,60 @@
"pipelineName": "test_tableau_multiple_site_ingestion"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
"changeType": "UPSERT",
"aspectName": "upstreamLineage",
"aspect": {
"json": {
"upstreams": [
{
"auditStamp": {
"time": 0,
"actor": "urn:li:corpuser:unknown"
},
"dataset": "urn:li:dataset:(urn:li:dataPlatform:bigquery,demo-custom-323403.bigquery_demo.order_items,PROD)",
"type": "TRANSFORMED"
},
{
"auditStamp": {
"time": 0,
"actor": "urn:li:corpuser:unknown"
},
"dataset": "urn:li:dataset:(urn:li:dataPlatform:bigquery,demo-custom-323403.bigquery_demo.sellers,PROD)",
"type": "TRANSFORMED"
}
],
"fineGrainedLineages": [
{
"upstreamType": "FIELD_SET",
"upstreams": [],
"downstreamType": "FIELD",
"downstreams": [
"urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),seller_city)"
],
"confidenceScore": 1.0
},
{
"upstreamType": "FIELD_SET",
"upstreams": [],
"downstreamType": "FIELD",
"downstreams": [
"urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),price)"
],
"confidenceScore": 1.0
}
]
}
},
"systemMetadata": {
"lastObserved": 1638860400000,
"runId": "tableau-test",
"lastRunId": "no-run-id-provided",
"pipelineName": "test_tableau_multiple_site_ingestion"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
@ -80870,6 +80924,60 @@
"pipelineName": "test_tableau_multiple_site_ingestion"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
"changeType": "UPSERT",
"aspectName": "upstreamLineage",
"aspect": {
"json": {
"upstreams": [
{
"auditStamp": {
"time": 0,
"actor": "urn:li:corpuser:unknown"
},
"dataset": "urn:li:dataset:(urn:li:dataPlatform:bigquery,demo-custom-323403.bigquery_demo.order_items,PROD)",
"type": "TRANSFORMED"
},
{
"auditStamp": {
"time": 0,
"actor": "urn:li:corpuser:unknown"
},
"dataset": "urn:li:dataset:(urn:li:dataPlatform:bigquery,demo-custom-323403.bigquery_demo.sellers,PROD)",
"type": "TRANSFORMED"
}
],
"fineGrainedLineages": [
{
"upstreamType": "FIELD_SET",
"upstreams": [],
"downstreamType": "FIELD",
"downstreams": [
"urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),seller_city)"
],
"confidenceScore": 1.0
},
{
"upstreamType": "FIELD_SET",
"upstreams": [],
"downstreamType": "FIELD",
"downstreams": [
"urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),price)"
],
"confidenceScore": 1.0
}
]
}
},
"systemMetadata": {
"lastObserved": 1638860400000,
"runId": "tableau-test",
"lastRunId": "no-run-id-provided",
"pipelineName": "test_tableau_multiple_site_ingestion"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",

71
metadata-ingestion/tests/integration/tableau/tableau_nested_project_mces_golden.json
View File

@ -36508,6 +36508,60 @@
"pipelineName": "test_project_hierarchy"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
"changeType": "UPSERT",
"aspectName": "upstreamLineage",
"aspect": {
"json": {
"upstreams": [
{
"auditStamp": {
"time": 0,
"actor": "urn:li:corpuser:unknown"
},
"dataset": "urn:li:dataset:(urn:li:dataPlatform:bigquery,demo-custom-323403.bigquery_demo.order_items,PROD)",
"type": "TRANSFORMED"
},
{
"auditStamp": {
"time": 0,
"actor": "urn:li:corpuser:unknown"
},
"dataset": "urn:li:dataset:(urn:li:dataPlatform:bigquery,demo-custom-323403.bigquery_demo.sellers,PROD)",
"type": "TRANSFORMED"
}
],
"fineGrainedLineages": [
{
"upstreamType": "FIELD_SET",
"upstreams": [],
"downstreamType": "FIELD",
"downstreams": [
"urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),seller_city)"
],
"confidenceScore": 1.0
},
{
"upstreamType": "FIELD_SET",
"upstreams": [],
"downstreamType": "FIELD",
"downstreams": [
"urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),price)"
],
"confidenceScore": 1.0
}
]
}
},
"systemMetadata": {
"lastObserved": 1638860400000,
"runId": "tableau-test",
"lastRunId": "no-run-id-provided",
"pipelineName": "test_project_hierarchy"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity6,PROD)",
@ -45996,6 +46050,23 @@
"pipelineName": "test_project_hierarchy"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
"changeType": "UPSERT",
"aspectName": "status",
"aspect": {
"json": {
"removed": false
}
},
"systemMetadata": {
"lastObserved": 1638860400000,
"runId": "tableau-test",
"lastRunId": "no-run-id-provided",
"pipelineName": "test_project_hierarchy"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",

54
metadata-ingestion/tests/integration/tableau/tableau_no_hidden_assets_mces_golden.json
View File

@ -25828,6 +25828,60 @@
"pipelineName": "test_tableau_no_hidden_assets_ingest"
}
},
{
"entityType": "dataset",
"entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
"changeType": "UPSERT",
"aspectName": "upstreamLineage",
"aspect": {
"json": {
"upstreams": [
{
"auditStamp": {
"time": 0,
"actor": "urn:li:corpuser:unknown"
},
"dataset": "urn:li:dataset:(urn:li:dataPlatform:bigquery,demo-custom-323403.bigquery_demo.order_items,PROD)",
"type": "TRANSFORMED"
},
{
"auditStamp": {
"time": 0,
"actor": "urn:li:corpuser:unknown"
},
"dataset": "urn:li:dataset:(urn:li:dataPlatform:bigquery,demo-custom-323403.bigquery_demo.sellers,PROD)",
"type": "TRANSFORMED"
}
],
"fineGrainedLineages": [
{
"upstreamType": "FIELD_SET",
"upstreams": [],
"downstreamType": "FIELD",
"downstreams": [
"urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),seller_city)"
],
"confidenceScore": 1.0
},
{
"upstreamType": "FIELD_SET",
"upstreams": [],
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54
metadata-ingestion/tests/integration/tableau/tableau_permission_ingestion_mces_golden.json
View File

@ -36253,6 +36253,60 @@
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54
metadata-ingestion/tests/integration/tableau/tableau_signout_timeout_mces_golden.json
View File

@ -36249,6 +36249,60 @@
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54
metadata-ingestion/tests/integration/tableau/tableau_site_name_pattern_mces_golden.json
View File

@ -36586,6 +36586,60 @@
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54
metadata-ingestion/tests/integration/tableau/tableau_sites_as_container_mces_golden.json
View File

@ -36586,6 +36586,60 @@
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54
metadata-ingestion/tests/integration/tableau/tableau_with_platform_instance_mces_golden.json
View File

@ -35259,6 +35259,60 @@
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