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&quot;userPrincipalName&quot; field of an <a href="https://docs.microsoft.com/en-us/graph/api/user-list?view=graph-rest-1.0&amp;tabs=http#response-1" target="_blank" rel="noopener noreferrer">Azure AD User Response</a>,
which is the unique identifier for your Azure AD users.</p><p>If this is not how you wish to map to DataHub usernames, you can provide a custom mapping using the configurations options detailed below. Namely, <code>azure_ad_response_to_username_attr</code>
and <code>azure_ad_response_to_username_regex</code>.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="responses">Responses<a href="#responses" class="hash-link" aria-label="Direct link to Responses" title="Direct link to Responses"></a></h4><p>This connector also extracts basic user response information from Azure. The following fields of the Azure User Response are extracted
and mapped to the DataHub <code>CorpUserInfo</code> aspect:</p><ul><li>display name</li><li>first name</li><li>last name</li><li>email</li><li>title</li><li>country</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="extracting-datahub-groups">Extracting DataHub Groups<a href="#extracting-datahub-groups" class="hash-link" aria-label="Direct link to Extracting DataHub Groups" title="Direct link to Extracting DataHub Groups"></a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="group-names">Group Names<a href="#group-names" class="hash-link" aria-label="Direct link to Group Names" title="Direct link to Group Names"></a></h4><p>Group names serve as unique identifiers for groups on DataHub. This connector extracts group names using the &quot;name&quot; attribute of an Azure Group Response.
By default, a URL-encoded version of the full group name is used as the unique identifier (CorpGroupKey) and the raw &quot;name&quot; attribute is mapped
as the display name that will appear in DataHub&#x27;s UI.</p><p>If this is not how you wish to map to DataHub group names, you can provide a custom mapping using the configurations options detailed below. Namely, <code>azure_ad_response_to_groupname_attr</code>
and <code>azure_ad_response_to_groupname_regex</code>.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="responses-1">Responses<a href="#responses-1" class="hash-link" aria-label="Direct link to Responses" title="Direct link to Responses"></a></h4><p>This connector also extracts basic group information from Azure. The following fields of the <a href="https://docs.microsoft.com/en-us/graph/api/group-list?view=graph-rest-1.0&amp;tabs=http#response-1" target="_blank" rel="noopener noreferrer">Azure AD Group Response</a> are extracted and mapped to the
DataHub <code>CorpGroupInfo</code> aspect:</p><ul><li>name</li><li>description</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="extracting-group-membership">Extracting Group Membership<a href="#extracting-group-membership" class="hash-link" aria-label="Direct link to Extracting Group Membership" title="Direct link to Extracting Group Membership"></a></h3><p>This connector additional extracts the edges between Users and Groups that are stored in <a href="https://docs.microsoft.com/en-us/graph/api/group-list-members?view=graph-rest-1.0&amp;tabs=http#response-1" target="_blank" rel="noopener noreferrer">Azure AD</a>. It maps them to the <code>GroupMembership</code> aspect
associated with DataHub users (CorpUsers).
<img loading="lazy" src="https://img.shields.io/badge/support%20status-certified-brightgreen" alt="Certified" class="img_ev3q"></p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="important-capabilities">Important Capabilities<a href="#important-capabilities" class="hash-link" aria-label="Direct link to Important Capabilities" title="Direct link to Important Capabilities"></a></h3><table><thead><tr><th>Capability</th><th>Status</th><th>Notes</th></tr></thead><tbody><tr><td><a href="/docs/metadata-ingestion/docs/dev_guides/stateful#stale-entity-removal">Detect Deleted Entities</a></td><td></td><td>Enabled by default via stateful ingestion.</td></tr></tbody></table><p>This plugin extracts the following:</p><ul><li>Users</li><li>Groups</li><li>Group Membership</li></ul><p>from your Azure AD instance.</p><p>Note that any users ingested from this connector will not be able to log into DataHub unless you have Azure AD OIDC
SSO enabled. You can, however, have these users ingested into DataHub before they log in for the first time if you
would like to take actions like adding them to a group or assigning them a role.</p><p>For instructions on how to do configure Azure AD OIDC SSO, please read the documentation
<a href="/docs/authentication/guides/sso/configure-oidc-react#create-an-application-registration-in-microsoft-azure-portal">here</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="extracting-datahub-users-1">Extracting DataHub Users<a href="#extracting-datahub-users-1" class="hash-link" aria-label="Direct link to Extracting DataHub Users" title="Direct link to Extracting DataHub Users"></a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="usernames-1">Usernames<a href="#usernames-1" class="hash-link" aria-label="Direct link to Usernames" title="Direct link to Usernames"></a></h4><p>Usernames serve as unique identifiers for users on DataHub. This connector extracts usernames using the
&quot;userPrincipalName&quot; field of an <a href="https://docs.microsoft.com/en-us/graph/api/user-list?view=graph-rest-1.0&amp;tabs=http#response-1" target="_blank" rel="noopener noreferrer">Azure AD User Response</a>,
which is the unique identifier for your Azure AD users.</p><p>If this is not how you wish to map to DataHub usernames, you can provide a custom mapping using the configurations options detailed below. Namely, <code>azure_ad_response_to_username_attr</code>
and <code>azure_ad_response_to_username_regex</code>.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="responses-2">Responses<a href="#responses-2" class="hash-link" aria-label="Direct link to Responses" title="Direct link to Responses"></a></h4><p>This connector also extracts basic user response information from Azure. The following fields of the Azure User Response are extracted
and mapped to the DataHub <code>CorpUserInfo</code> aspect:</p><ul><li>display name</li><li>first name</li><li>last name</li><li>email</li><li>title</li><li>country</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="extracting-datahub-groups-1">Extracting DataHub Groups<a href="#extracting-datahub-groups-1" class="hash-link" aria-label="Direct link to Extracting DataHub Groups" title="Direct link to Extracting DataHub Groups"></a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="group-names-1">Group Names<a href="#group-names-1" class="hash-link" aria-label="Direct link to Group Names" title="Direct link to Group Names"></a></h4><p>Group names serve as unique identifiers for groups on DataHub. This connector extracts group names using the &quot;name&quot; attribute of an Azure Group Response.
By default, a URL-encoded version of the full group name is used as the unique identifier (CorpGroupKey) and the raw &quot;name&quot; attribute is mapped
as the display name that will appear in DataHub&#x27;s UI.</p><p>If this is not how you wish to map to DataHub group names, you can provide a custom mapping using the configurations options detailed below. Namely, <code>azure_ad_response_to_groupname_attr</code>
and <code>azure_ad_response_to_groupname_regex</code>.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="responses-3">Responses<a href="#responses-3" class="hash-link" aria-label="Direct link to Responses" title="Direct link to Responses"></a></h4><p>This connector also extracts basic group information from Azure. The following fields of the <a href="https://docs.microsoft.com/en-us/graph/api/group-list?view=graph-rest-1.0&amp;tabs=http#response-1" target="_blank" rel="noopener noreferrer">Azure AD Group Response</a> are extracted and mapped to the
DataHub <code>CorpGroupInfo</code> aspect:</p><ul><li>name</li><li>description</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="extracting-group-membership-1">Extracting Group Membership<a href="#extracting-group-membership-1" class="hash-link" aria-label="Direct link to Extracting Group Membership" title="Direct link to Extracting Group Membership"></a></h3><p>This connector additional extracts the edges between Users and Groups that are stored in <a href="https://docs.microsoft.com/en-us/graph/api/group-list-members?view=graph-rest-1.0&amp;tabs=http#response-1" target="_blank" rel="noopener noreferrer">Azure AD</a>. It maps them to the <code>GroupMembership</code> aspect
associated with DataHub users (CorpUsers).</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="prerequisite">Prerequisite<a href="#prerequisite" class="hash-link" aria-label="Direct link to Prerequisite" title="Direct link to Prerequisite"></a></h3><p><a href="https://docs.microsoft.com/en-us/graph/toolkit/get-started/add-aad-app-registration" target="_blank" rel="noopener noreferrer">Create a DataHub Application</a> within the Azure AD Portal with the permissions
to read your organization&#x27;s Users and Groups. The following permissions are required, with the <code>Application</code> permission type:</p><ul><li><code>Group.Read.All</code></li><li><code>GroupMember.Read.All</code></li><li><code>User.Read.All</code></li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="cli-based-ingestion">CLI based Ingestion<a href="#cli-based-ingestion" class="hash-link" aria-label="Direct link to CLI based Ingestion" title="Direct link to CLI based Ingestion"></a></h3><h3 class="anchor anchorWithStickyNavbar_LWe7" id="starter-recipe">Starter Recipe<a href="#starter-recipe" class="hash-link" aria-label="Direct link to Starter Recipe" title="Direct link to Starter Recipe"></a></h3><p>Check out the following recipe to get started with ingestion! See <a href="#config-details">below</a> for full configuration options.</p><p>For general pointers on writing and running a recipe, see our <a href="/docs/metadata-ingestion#recipes">main recipe guide</a>.</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token key atrule">source</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">type</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">&quot;azure-ad&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">config</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">client_id</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">&quot;00000000-0000-0000-0000-000000000000&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">tenant_id</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">&quot;00000000-0000-0000-0000-000000000000&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">client_secret</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">&quot;xxxxx&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">redirect</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">&quot;https://login.microsoftonline.com/common/oauth2/nativeclient&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">authority</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">&quot;https://login.microsoftonline.com/00000000-0000-0000-0000-000000000000&quot;</span><span class="token plain"></
to read your organization&#x27;s Users and Groups. The following permissions are required, with the <code>Application</code> permission type:</p><ul><li><code>Group.Read.All</code></li><li><code>GroupMember.Read.All</code></li><li><code>User.Read.All</code></li></ul><p>You can add a permission by navigating to the permissions tab in your DataHub application on the Azure AD portal.</p><p align="center"><img loading="lazy" width="70%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/azure-ad/azure_ad_api_permissions.png" class="img_ev3q"></p><p>You can view the necessary endpoints to configure by clicking on the Endpoints button in the Overview tab.</p><p align="center"><img loading="lazy" width="70%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/azure-ad/azure_ad_endpoints.png" class="img_ev3q"></p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="code-coordinates">Code Coordinates<a href="#code-coordinates" class="hash-link" aria-label="Direct link to Code Coordinates" title="Direct link to Code Coordinates"></a></h3><ul><li>Class Name: <code>datahub.ingestion.source.identity.azure_ad.AzureADSource</code></li><li>Browse on <a href="https://github.com/datahub-project/datahub/blob/master/metadata-ingestion/src/datahub/ingestion/source/identity/azure_ad.py" target="_blank" rel="noopener noreferrer">GitHub</a></li></ul><h2>Questions</h2><p>If you&#x27;ve got any questions on configuring ingestion for Azure AD, feel free to ping us on <a href="https://datahub.com/slack" target="_blank" rel="noopener noreferrer">our Slack</a>.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="slackUtm_uoBr"><div class="slackUtm_uoBr"><hr>Need more help? Join the conversation in <a href="https://datahub.com/slack?utm_source=docs&amp;utm_medium=footer&amp;utm_campaign=docs_footer&amp;utm_content=docs/generated/ingestion/sources/azure-ad">Slack!</a></div></div><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/datahub-project/datahub/blob/master/docs/generated/ingestion/sources/azure-ad.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_VsjB"></div></div></footer><div class="feedbackWrapper_mUHF"><div class="feedbackWidget_PX4d"><div class="feedbackButtons_wn3V"><strong>Is this page helpful?</strong><div><button class="feedbackButton_UgQs"><span role="img" aria-label="like" class="anticon anticon-like"><svg viewBox="64 64 896 896" focusable="false" data-icon="like" width="1em" height="1em" fill="currentColor" aria-hidden="true"><path d="M885.9 533.7c16.8-22.2 26.1-49.4 26.1-77.7 0-44.9-25.1-87.4-65.5-111.1a67.67 67.67 0 00-34.3-9.3H572.4l6-122.9c1.4-29.7-9.1-57.9-29.5-79.4A106.62 106.62 0 00471 99.9c-52 0-98 35-111.8 85.1l-85.9 311H144c-17.7 0-32 14.3-32 32v364c0 17.7 14.3 32 32 32h601.3c9.2 0 18.2-1.8 26.5-5.4 47.6-20.3 78.3-66.8 78.3-118.4 0-12.6-1.8-25-5.4-37 16.8-22.2 26.1-49.4 26.1-77.7 0-12.6-1.8-25-5.4-37 16.8-22.2 26.1-49.4 26.1-77.7-.2-12.6-2-25.1-5.6-37.1zM184 852V568h81v284h-81zm636.4-353l-21.9 19 13.9 25.4a56.2 56.2 0 016.9 27.3c0 16.5-7.2 32.2-19.6 43l-21.9 19 13.9 25.4a56.2 56.2 0 016.9 27.3c0 16.5-7.2 32.2-19.6 43l-21.9 19 13.9 25.4a56.2 56.2 0 016.9 27.3c0 22.4-13.2 42.6-33.6 51.8H329V564.8l99.5-360.5a44.1 44.1 0 0142.2-32.3c7.6 0 15.1 2.2 21.1 6.7 9.9 7.4 15.2 18.6 14.6 30.5l-9.6 198.4h314.4C829 418.5 840 436.9 840 456c0 16.5-7.2 32.1-19.6 43z"></path></svg></span></button><button class="feedbackButton_UgQs"><span role="img" aria-label="dislike" class="anticon anticon-dislike"><svg viewBox="64 64 896 896" focusable="false" data-icon="dislike" width="1em" height="1em" fill="currentColor" aria-hidden="true"><path d="M885.9 490.3c3.6-12 5.4-24.4 5.4-37 0-
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