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datahub/docs/roadmap/index.html
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<div role="region" aria-label="Skip to main content"><a class="skipToContent_fXgn" href="#__docusaurus_skipToContent_fallback">Skip to main content</a></div><div class="announcementBar_mb4j" style="background-color:transparent;color:#ffffff" role="banner"><div class="content_knG7 announcementBarContent_xLdY"><div class="shimmer-banner"><p>DataHub Secures $35 Million Series B</p><a href="https://datahub.com/news/series-b-announcement/" target="_blank" class="button"><div>Read the announcement<span> →</span></div></a></div></div></div><nav aria-label="Main" class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Toggle navigation bar" aria-expanded="false" class="navbar__toggle clean-btn" type="button"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button><a href="https://datahub.com" target="_blank" rel="noopener noreferrer" class="navbar__brand"><div class="navbar__logo"><img src="/img/datahub-logo-color-light-horizontal.svg" alt="DataHub Logo" class="themedImage_ToTc themedImage--light_HNdA"><img src="/img/datahub-logo-color-dark-horizontal.svg" alt="DataHub Logo" class="themedImage_ToTc themedImage--dark_i4oU"></div></a><div class="navbar__item dropdown dropdown--hoverable"><a href="#" aria-haspopup="true" aria-expanded="false" role="button" class="navbar__link versionNavItem_cbn8">Next</a><ul class="dropdown__menu"><li><a aria-current="page" class="dropdown__link dropdown__link--active" href="/docs/roadmap">Next</a></li><li><a class="dropdown__link" href="/docs/1.1.0/roadmap">1.1.0</a></li><li><hr class="dropdown-separator" style="margin: 0.4rem;"></li><li><div class="dropdown__link"><b>Archived versions</b></div></li><li>
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<style>
.cloud-cta {
color: var(--ifm-menu-color-active);
font-weight: 600;
background: linear-gradient(40deg, var(--ifm-menu-color-active), var(--ifm-menu-color-active));
background-size: 200% 100%;
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background-clip: text;
transition: background-image 0.3s ease;
}
.cloud-cta:hover {
color: transparent;
background: linear-gradient(40deg, var(--ifm-menu-color-active), #ff1493);
background-size: 200% 100%;
-webkit-background-clip: text;
background-clip: text;
animation: gradientShift 3s ease infinite;
}
@keyframes gradientShift {
0%, 100% { background-position: 0% 50%; }
50% { background-position: 100% 50%; }
}
</style>
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</a><div class="searchBox_ZlJk"><button type="button" class="DocSearch DocSearch-Button" aria-label="Search"><span class="DocSearch-Button-Container"><svg width="20" height="20" class="DocSearch-Search-Icon" viewBox="0 0 20 20" aria-hidden="true"><path d="M14.386 14.386l4.0877 4.0877-4.0877-4.0877c-2.9418 2.9419-7.7115 2.9419-10.6533 0-2.9419-2.9418-2.9419-7.7115 0-10.6533 2.9418-2.9419 7.7115-2.9419 10.6533 0 2.9419 2.9418 2.9419 7.7115 0 10.6533z" stroke="currentColor" fill="none" fill-rule="evenodd" stroke-linecap="round" stroke-linejoin="round"></path></svg><span class="DocSearch-Button-Placeholder">Search</span></span><span class="DocSearch-Button-Keys"></span></button></div></div></div><div role="presentation" class="navbar-sidebar__backdrop"></div></nav><div id="__docusaurus_skipToContent_fallback" class="main-wrapper mainWrapper_z2l0 docsWrapper_BCFX"><button aria-label="Scroll back to top" class="clean-btn theme-back-to-top-button backToTopButton_sjWU" type="button"></button><div class="docPage__5DB"><main class="docMainContainer_gTbr docMainContainerEnhanced_Uz_u"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h1>DataHub Roadmap</h1><h2 class="anchor anchorWithStickyNavbar_LWe7" id="the-datahub-roadmap-has-a-new-home"><a href="https://feature-requests.datahubproject.io/roadmap" target="_blank" rel="noopener noreferrer">The DataHub Roadmap has a new home!</a><a href="#the-datahub-roadmap-has-a-new-home" class="hash-link" aria-label="Direct link to the-datahub-roadmap-has-a-new-home" title="Direct link to the-datahub-roadmap-has-a-new-home">​</a></h2><p>Please refer to the <a href="https://feature-requests.datahubproject.io/roadmap" target="_blank" rel="noopener noreferrer">new DataHub Roadmap</a> for the most up-to-date details of what we are working on!</p><p><em>If you have suggestions about what we should consider in future cycles, feel free to submit a <a href="https://feature-requests.datahubproject.io/" target="_blank" rel="noopener noreferrer">feature request</a> and/or upvote existing feature requests so we can get a sense of level of importance!</em></p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="historical-roadmap">Historical Roadmap<a href="#historical-roadmap" class="hash-link" aria-label="Direct link to Historical Roadmap" title="Direct link to Historical Roadmap">​</a></h2><p><em>This following represents the progress made on historical roadmap items as of January 2022. For incomplete roadmap items, we have created Feature Requests to gauge current community interest &amp; impact to be considered in future cycles. If you see something that is still of high-interest to you, please up-vote via the Feature Request portal link and subscribe to the post for updates as we progress through the work in future cycles.</em></p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="q4-2021-oct---dec-2021">Q4 2021 <!-- -->[Oct - Dec 2021]<a href="#q4-2021-oct---dec-2021" class="hash-link" aria-label="Direct link to q4-2021-oct---dec-2021" title="Direct link to q4-2021-oct---dec-2021">​</a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="data-lake-ecosystem-integration">Data Lake Ecosystem Integration<a href="#data-lake-ecosystem-integration" class="hash-link" aria-label="Direct link to Data Lake Ecosystem Integration" title="Direct link to Data Lake Ecosystem Integration">​</a></h4><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Spark Delta Lake - <a href="https://feature-requests.datahubproject.io/b/feedback/p/spark-delta-lake" target="_blank" rel="noopener noreferrer">View in Feature Reqeust Portal</a></li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Apache Iceberg - <a href="https://feature-requests.datahubproject.io/roadmap/540" target="_blank" rel="noopener noreferrer">Included in Q1 2022 Roadmap - Community-Driven Metadata Ingestion Sources</a></li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Apache Hudi - <a href="https://feature-requests.datahubproject.io/b/feedback/p/apachi-hudi-ingestion-support" target="_blank" rel="noopener noreferrer">View in Feature Request Portal</a></li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="metadata-trigger-framework">Metadata Trigger Framework<a href="#metadata-trigger-framework" class="hash-link" aria-label="Direct link to Metadata Trigger Framework" title="Direct link to Metadata Trigger Framework">​</a></h4><p><a href="https://feature-requests.datahubproject.io/b/User-Experience/p/ability-to-subscribe-to-an-entity-to-receive-notifications-when-something-changes" target="_blank" rel="noopener noreferrer">View in Feature Request Portal</a></p><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Stateful sensors for Airflow</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Receive events for you to send alerts, email</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Slack integration</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="ml-ecosystem">ML Ecosystem<a href="#ml-ecosystem" class="hash-link" aria-label="Direct link to ML Ecosystem" title="Direct link to ML Ecosystem">​</a></h4><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Features (Feast)</li><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Models (Sagemaker)</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Notebooks - View in Feature Request Portal](<a href="https://feature-requests.datahubproject.io/admin/p/jupyter-integration" target="_blank" rel="noopener noreferrer">https://feature-requests.datahubproject.io/admin/p/jupyter-integration</a>)</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="metrics-ecosystem">Metrics Ecosystem<a href="#metrics-ecosystem" class="hash-link" aria-label="Direct link to Metrics Ecosystem" title="Direct link to Metrics Ecosystem">​</a></h4><p><a href="https://feature-requests.datahubproject.io/b/User-Experience/p/ability-to-define-metrics-and-attach-them-to-entities" target="_blank" rel="noopener noreferrer">View in Feature Request Portal</a></p><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Measures, Dimensions</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Relationships to Datasets and Dashboards</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="data-mesh-oriented-features">Data Mesh oriented features<a href="#data-mesh-oriented-features" class="hash-link" aria-label="Direct link to Data Mesh oriented features" title="Direct link to Data Mesh oriented features">​</a></h4><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Data Product modeling</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Analytics to enable Data Meshification</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="collaboration">Collaboration<a href="#collaboration" class="hash-link" aria-label="Direct link to Collaboration" title="Direct link to Collaboration">​</a></h4><p><a href="https://feature-requests.datahubproject.io/b/User-Experience/p/collaboration-within-datahub-ui" target="_blank" rel="noopener noreferrer">View in Feature Reqeust Portal</a></p><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Conversations on the platform</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Knowledge Posts (Gdocs, Gslides, Gsheets)</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="q3-2021-jul---sept-2021">Q3 2021 <!-- -->[Jul - Sept 2021]<a href="#q3-2021-jul---sept-2021" class="hash-link" aria-label="Direct link to q3-2021-jul---sept-2021" title="Direct link to q3-2021-jul---sept-2021">​</a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="data-profiling-and-dataset-previews">Data Profiling and Dataset Previews<a href="#data-profiling-and-dataset-previews" class="hash-link" aria-label="Direct link to Data Profiling and Dataset Previews" title="Direct link to Data Profiling and Dataset Previews">​</a></h4><p>Use Case: See sample data for a dataset and statistics on the shape of the data (column distribution, nullability etc.)</p><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Support for data profiling and preview extraction through ingestion pipeline (column samples, not rows)</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="data-quality">Data Quality<a href="#data-quality" class="hash-link" aria-label="Direct link to Data Quality" title="Direct link to Data Quality">​</a></h4><p>Included in Q1 2022 Roadmap - <a href="https://feature-requests.datahubproject.io/roadmap/544" target="_blank" rel="noopener noreferrer">Display Data Quality Checks in the UI</a></p><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Support for data profiling and time-series views</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Support for data quality visualization</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Support for data health score based on data quality results and pipeline observability</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Integration with systems like Great Expectations, AWS deequ, dbt test etc.</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="fine-grained-access-control-for-metadata">Fine-grained Access Control for Metadata<a href="#fine-grained-access-control-for-metadata" class="hash-link" aria-label="Direct link to Fine-grained Access Control for Metadata" title="Direct link to Fine-grained Access Control for Metadata">​</a></h4><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Support for role-based access control to edit metadata</li><li>Scope: Access control on entity-level, aspect-level and within aspects as well.</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="column-level-lineage">Column-level lineage<a href="#column-level-lineage" class="hash-link" aria-label="Direct link to Column-level lineage" title="Direct link to Column-level lineage">​</a></h4><p>Included in Q1 2022 Roadmap - <a href="https://feature-requests.datahubproject.io/roadmap/541" target="_blank" rel="noopener noreferrer">Column Level Lineage</a></p><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Metadata Model</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->SQL Parsing</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="operational-metadata">Operational Metadata<a href="#operational-metadata" class="hash-link" aria-label="Direct link to Operational Metadata" title="Direct link to Operational Metadata">​</a></h4><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Partitioned Datasets - - <a href="https://feature-requests.datahubproject.io/b/User-Experience/p/advanced-dataset-schema-properties-partition-support" target="_blank" rel="noopener noreferrer">View in Feature Request Portal</a></li><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Support for operational signals like completeness, freshness etc.</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="q2-2021-apr---jun-2021">Q2 2021 (Apr - Jun 2021)<a href="#q2-2021-apr---jun-2021" class="hash-link" aria-label="Direct link to Q2 2021 (Apr - Jun 2021)" title="Direct link to Q2 2021 (Apr - Jun 2021)">​</a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="cloud-deployment">Cloud Deployment<a href="#cloud-deployment" class="hash-link" aria-label="Direct link to Cloud Deployment" title="Direct link to Cloud Deployment">​</a></h4><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Production-grade Helm charts for Kubernetes-based deployment</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->How-to guides for deploying DataHub to all the major cloud providers<ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->AWS</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Azure</li><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->GCP</li></ul></li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="product-analytics-for-datahub">Product Analytics for DataHub<a href="#product-analytics-for-datahub" class="hash-link" aria-label="Direct link to Product Analytics for DataHub" title="Direct link to Product Analytics for DataHub">​</a></h4><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Helping you understand how your users are interacting with DataHub</li><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Integration with common systems like Google Analytics etc.</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="usage-based-insights">Usage-Based Insights<a href="#usage-based-insights" class="hash-link" aria-label="Direct link to Usage-Based Insights" title="Direct link to Usage-Based Insights">​</a></h4><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Display frequently used datasets, etc.</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Improved search relevance through usage data</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="role-based-access-control">Role-based Access Control<a href="#role-based-access-control" class="hash-link" aria-label="Direct link to Role-based Access Control" title="Direct link to Role-based Access Control">​</a></h4><ul><li>Support for fine-grained access control for metadata operations (read, write, modify)</li><li>Scope: Access control on entity-level, aspect-level and within aspects as well.</li><li>This provides the foundation for Tag Governance, Dataset Preview access control etc.</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="no-code-metadata-model-additions">No-code Metadata Model Additions<a href="#no-code-metadata-model-additions" class="hash-link" aria-label="Direct link to No-code Metadata Model Additions" title="Direct link to No-code Metadata Model Additions">​</a></h4><p>Use Case: Developers should be able to add new entities and aspects to the metadata model easily</p><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->No need to write any code (in Java or Python) to store, retrieve, search and query metadata</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->No need to write any code (in GraphQL or UI) to visualize metadata</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="q1-2021-jan---mar-2021">Q1 2021 <!-- -->[Jan - Mar 2021]<a href="#q1-2021-jan---mar-2021" class="hash-link" aria-label="Direct link to q1-2021-jan---mar-2021" title="Direct link to q1-2021-jan---mar-2021">​</a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="react-ui">React UI<a href="#react-ui" class="hash-link" aria-label="Direct link to React UI" title="Direct link to React UI">​</a></h4><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Build a new UI based on React</li><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Deprecate open-source support for Ember UI</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="python-based-metadata-integration">Python-based Metadata Integration<a href="#python-based-metadata-integration" class="hash-link" aria-label="Direct link to Python-based Metadata Integration" title="Direct link to Python-based Metadata Integration">​</a></h4><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Build a Python-based Ingestion Framework</li><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Support common people repositories (LDAP)</li><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Support common data repositories (Kafka, SQL databases, AWS Glue, Hive)</li><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Support common transformation sources (dbt, Looker)</li><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Support for push-based metadata emission from Python (e.g. Airflow DAGs)</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="dashboards-and-charts">Dashboards and Charts<a href="#dashboards-and-charts" class="hash-link" aria-label="Direct link to Dashboards and Charts" title="Direct link to Dashboards and Charts">​</a></h4><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Support for dashboard and chart entity page</li><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Support browse, search and discovery</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="sso-for-authentication">SSO for Authentication<a href="#sso-for-authentication" class="hash-link" aria-label="Direct link to SSO for Authentication" title="Direct link to SSO for Authentication">​</a></h4><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Support for Authentication (login) using OIDC providers (Okta, Google etc)</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="tags">Tags<a href="#tags" class="hash-link" aria-label="Direct link to Tags" title="Direct link to Tags">​</a></h4><p>Use-Case: Support for free-form global tags for social collaboration and aiding discovery</p><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Edit / Create new tags</li><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Attach tags to relevant constructs (e.g. datasets, dashboards, users, schema_fields)</li><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Search using tags (e.g. find all datasets with this tag, find all entities with this tag)</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="business-glossary">Business Glossary<a href="#business-glossary" class="hash-link" aria-label="Direct link to Business Glossary" title="Direct link to Business Glossary">​</a></h4><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Support for business glossary model (definition + storage)</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Browse taxonomy</li><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->UI support for attaching business terms to entities and fields</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="jobs-flows--pipelines">Jobs, Flows / Pipelines<a href="#jobs-flows--pipelines" class="hash-link" aria-label="Direct link to Jobs, Flows / Pipelines" title="Direct link to Jobs, Flows / Pipelines">​</a></h4><p>Use case: Search and Discover your Pipelines (e.g. Airflow DAGs) and understand data lineage with datasets</p><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Support for Metadata Models + Backend Implementation</li><li class="task-list-item"><input type="checkbox" disabled="" checked=""> <!-- -->Metadata Integrations with systems like Airflow.</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="data-profiling-and-dataset-previews-1">Data Profiling and Dataset Previews<a href="#data-profiling-and-dataset-previews-1" class="hash-link" aria-label="Direct link to Data Profiling and Dataset Previews" title="Direct link to Data Profiling and Dataset Previews">​</a></h4><p>Use Case: See sample data for a dataset and statistics on the shape of the data (column distribution, nullability etc.)</p><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Support for data profiling and preview extraction through ingestion pipeline</li><li>Out of scope for Q1: Access control of 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