Exporting Microsoft Purview Data Assets using the REST API
Exporting Data Assets from Microsoft Purview using the REST API in Python enables a streamlined process to retrieve structured metadata and asset information. By leveraging the REST API and Python, u...
I am trying to create "New Term in the Glossary" in the Microsoft Purview New Portal using a Python script. However, the creation is occurring in the Classic Portal instead.
I verified that the endpoint is not a private endpoint, it is a public endpoint and then tried the three URLs you shared, but they all redirected me to the Classic Portal.
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Microsoft Purview Data Assets using the REST API","id":"message:3948965","revisionNum":4,"repliesCount":4,"author":{"__ref":"User:user:1356495"},"depth":0,"hasGivenKudo":false,"board":{"__ref":"Forum:board:AzurePurview"},"conversation":{"__ref":"Conversation:conversation:3948965"},"readOnly":false,"editFrozen":false,"moderationData":{"__ref":"ModerationData:moderation_data:3948965"},"body@stripHtml({\"truncateLength\":200})":" Exporting Data Assets from Microsoft Purview using the REST API in Python enables a streamlined process to retrieve structured metadata and asset information. By leveraging the REST API and Python, u...","body@stringLength":"7700","rawBody":"
Exporting Data Assets from Microsoft Purview using the REST API in Python enables a streamlined process to retrieve structured metadata and asset information. By leveraging the REST API and Python, users can effortlessly access and export Data Assets, ensuring a programmatic and efficient approach. The powerful combination of the REST API and Python empowers users with flexibility and automation capabilities, facilitating the extraction of Microsoft Purview Data Assets and seamless integration with various data management and analytics workflows.
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I performed a sample search on the Microsoft Purview governance portal using \"*\" as the keyword to generate a list of all data assets. The accompanying screenshot from the Purview portal serves as a reference.
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The generated CSV file shown below is the output obtained from Microsoft Purview using the REST API.
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Here's a guide on exporting data assets from Microsoft Purview using the REST API in Python.
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To access Microsoft Purview through the Python SDK, please ensure that you install the following PyPI libraries:
To create a Service Principal and grant Data Reader or Data Curator access to the Service Principal at the Microsoft Purview Collection Level, please refer to the instructions provided [here].
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\nkeywords = \"*\"\ntenant_id = \"<Please update the Microsoft Purview tenant ID here>\"\nclient_id = \"<Please provide the updated Service Principal client ID that has access to the Microsoft Purview account>\"\nclient_secret = \"<Please update the Service Principal client secret for the aforementioned client ID>\"\npurview_endpoint = \"https://<Please provide the name of the Microsoft Purview account>.purview.azure.com/\"\npurview_scan_endpoint = \"https://<Please provide the name of the Microsoft Purview account>.scan.purview.azure.com/\"\n
\nfrom azure.purview.catalog import PurviewCatalogClient\nfrom azure.identity import ClientSecretCredential \nfrom azure.core.exceptions import HttpResponseError\nimport pandas as pd\nfrom pandas.io.json import json_normalize\n\nkeywords = \"*\"\nexport_csv_path = \"purview_search_export.csv\"\n\nkeywords = \"*\"\ntenant_id = \"<Please update the Microsoft Purview tenant ID here>\"\nclient_id = \"<Please provide the updated Service Principal client ID that has access to the Microsoft Purview account>\"\nclient_secret = \"<Please update the Service Principal client secret for the aforementioned client ID>\"\npurview_endpoint = \"https://<Please provide the name of the Microsoft Purview account>.purview.azure.com/\"\npurview_scan_endpoint = \"https://<Please provide the name of the Microsoft Purview account>.scan.purview.azure.com/\"\n\ndef get_credentials():\n\tcredentials = ClientSecretCredential(client_id=client_id, client_secret=client_secret, tenant_id=tenant_id)\n\treturn credentials\n\ndef get_catalog_client():\n\tcredentials = get_credentials()\n\tclient = PurviewCatalogClient(endpoint=purview_endpoint, credential=credentials, logging_enable=True)\n\treturn client\n\nbody_input={\n\t\"keywords\": keywords\n}\n\ntry:\n\tcatalog_client = get_catalog_client()\nexcept ValueError as e:\n\tprint(e)\n\ntry:\n\tresponse = catalog_client.discovery.query(search_request=body_input)\n\tdf = pd.DataFrame(response)\n\tjdf = pd.json_normalize(df.value)\n\tjdf.to_csv(export_csv_path, index=False)\nexcept HttpResponseError as e:\n\tprint(e)\n
\n
\n
The provided Python notebook or script is capable of exporting the following set of columns in the output CSV file.
Exporting Data Assets from Microsoft Purview using the REST API in Python enables a streamlined process to retrieve structured metadata and asset information. By leveraging the REST API and Python, users can effortlessly access and export Data Assets, ensuring a programmatic and efficient approach. The powerful combination of the REST API and Python empowers users with flexibility and automation capabilities, facilitating the extraction of Microsoft Purview Data Assets and seamless integration with various data management and analytics workflows.
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I performed a sample search on the Microsoft Purview governance portal using \"*\" as the keyword to generate a list of all data assets. The accompanying screenshot from the Purview portal serves as a reference.
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The generated CSV file shown below is the output obtained from Microsoft Purview using the REST API.
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Here's a guide on exporting data assets from Microsoft Purview using the REST API in Python.
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To access Microsoft Purview through the Python SDK, please ensure that you install the following PyPI libraries:
To create a Service Principal and grant Data Reader or Data Curator access to the Service Principal at the Microsoft Purview Collection Level, please refer to the instructions provided [here].
\n
\n
keywords = \"*\"\ntenant_id = \"<Please update the Microsoft Purview tenant ID here>\"\nclient_id = \"<Please provide the updated Service Principal client ID that has access to the Microsoft Purview account>\"\nclient_secret = \"<Please update the Service Principal client secret for the aforementioned client ID>\"\npurview_endpoint = \"https://<Please provide the name of the Microsoft Purview account>.purview.azure.com/\"\npurview_scan_endpoint = \"https://<Please provide the name of the Microsoft Purview account>.scan.purview.azure.com/\"
from azure.purview.catalog import PurviewCatalogClient\nfrom azure.identity import ClientSecretCredential \nfrom azure.core.exceptions import HttpResponseError\nimport pandas as pd\nfrom pandas.io.json import json_normalize\n\nkeywords = \"*\"\nexport_csv_path = \"purview_search_export.csv\"\n\nkeywords = \"*\"\ntenant_id = \"<Please update the Microsoft Purview tenant ID here>\"\nclient_id = \"<Please provide the updated Service Principal client ID that has access to the Microsoft Purview account>\"\nclient_secret = \"<Please update the Service Principal client secret for the aforementioned client ID>\"\npurview_endpoint = \"https://<Please provide the name of the Microsoft Purview account>.purview.azure.com/\"\npurview_scan_endpoint = \"https://<Please provide the name of the Microsoft Purview account>.scan.purview.azure.com/\"\n\ndef get_credentials():\n\tcredentials = ClientSecretCredential(client_id=client_id, client_secret=client_secret, tenant_id=tenant_id)\n\treturn credentials\n\ndef get_catalog_client():\n\tcredentials = get_credentials()\n\tclient = PurviewCatalogClient(endpoint=purview_endpoint, credential=credentials, logging_enable=True)\n\treturn client\n\nbody_input={\n\t\"keywords\": keywords\n}\n\ntry:\n\tcatalog_client = get_catalog_client()\nexcept ValueError as e:\n\tprint(e)\n\ntry:\n\tresponse = catalog_client.discovery.query(search_request=body_input)\n\tdf = pd.DataFrame(response)\n\tjdf = pd.json_normalize(df.value)\n\tjdf.to_csv(export_csv_path, index=False)\nexcept HttpResponseError as e:\n\tprint(e)
\n
\n
\n
The provided Python notebook or script is capable of exporting the following set of columns in the output CSV file.
"},"Conversation:conversation:3948965":{"__typename":"Conversation","id":"conversation:3948965","solved":false,"topic":{"__ref":"ForumTopicMessage:message:3948965"},"lastPostingActivityTime":"2025-04-05T17:10:09.219-07:00","lastPostTime":"2025-04-05T17:10:09.219-07:00","unreadReplyCount":4,"isSubscribed":false},"ModerationData:moderation_data:3948965":{"__typename":"ModerationData","id":"moderation_data:3948965","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS0zOTQ4OTY1LTUxNDU5NGlDQjQxRTU4MjJBNTNDRTQ0?revision=4\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS0zOTQ4OTY1LTUxNDU5NGlDQjQxRTU4MjJBNTNDRTQ0?revision=4","title":"nsakthi_1-1696840453305.png","associationType":"BODY","width":2247,"height":1298,"altText":null},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS0zOTQ4OTY1LTUxNDU3M2k4NkFGM0M0NzhFRTdFOEFG?revision=4\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS0zOTQ4OTY1LTUxNDU3M2k4NkFGM0M0NzhFRTdFOEFG?revision=4","title":"nsakthi_0-1696836034139.png","associationType":"BODY","width":2222,"height":1132,"altText":null},"Revision:revision:3948965_4":{"__typename":"Revision","id":"revision:3948965_4","lastEditTime":"2023-10-09T03:01:55.525-07:00"},"ForumReplyMessage:message:4361542":{"__typename":"ForumReplyMessage","id":"message:4361542","conversation":{"__ref":"Conversation:conversation:3948965"},"author":{"__ref":"User:user:1356495"},"revisionNum":1,"uid":4361542,"depth":2,"hasGivenKudo":false,"subscribed":false,"board":{"__ref":"Forum:board:AzurePurview"},"subject":"Re: Exporting Microsoft Purview Data Assets using the REST API","readOnly":false,"editFrozen":false,"moderationData":{"__ref":"ModerationData:moderation_data:4361542"},"parent":{"__ref":"ForumReplyMessage:message:4357258"},"body":"
Confirm that your firewall allows these global and tenant-specific endpoints (replacing the accountname and tenantid with your values):
\n\n
\n\n
api.purview-service.microsoft.com
\n
accountname.purview.azure.com
\n
tenantid-api.purview-service.microsoft.com
\n\n
\n\n
I hope this helps.
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I am trying to create \"New Term in the Glossary\" in the Microsoft Purview New Portal using a Python script. However, the creation is occurring in the Classic Portal instead.
I am trying to create \"New Term in the Glossary\" in the Microsoft Purview New Portal using a Python script. However, the creation is occurring in the Classic Portal instead.
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I verified that the endpoint is not a private endpoint, it is a public endpoint and then tried the three URLs you shared, but they all redirected me to the Classic Portal.
Microsoft
