Azure Databricks — Limits & Quotas

This is a reference file for the main SKILL.md. This skill requires network access to fetch documentation content:

Preferred: Use mcp_microsoftdocs:microsoft_docs_fetch with query string from=learn-agent-skill. Returns Markdown.
Fallback: Use fetch_webpage with query string from=learn-agent-skill&accept=text/markdown. Returns Markdown.

Limits & Quotas

Topic	URL
Configure and track Azure Databricks account budgets	https://learn.microsoft.com/en-us/azure/databricks/admin/account-settings/budgets
Review Azure Databricks serverless compute quotas	https://learn.microsoft.com/en-us/azure/databricks/admin/account-settings/serverless-quotas
Understand Unity AI Gateway governance and limits	https://learn.microsoft.com/en-us/azure/databricks/ai-gateway/overview-beta
Configure rate limits for Unity AI Gateway endpoints	https://learn.microsoft.com/en-us/azure/databricks/ai-gateway/rate-limits-beta
Scale Databricks AI Search endpoints for high QPS	https://learn.microsoft.com/en-us/azure/databricks/ai-search/high-qps
Clone legacy Databricks dashboards to AI/BI	https://learn.microsoft.com/en-us/azure/databricks/archive/legacy/clone-legacy-to-aibi
Check Databricks Runtime and YAML version requirements for metric view features	https://learn.microsoft.com/en-us/azure/databricks/business-semantics/metric-views/feature-availability
Collaborate as an invited Clean Rooms user	https://learn.microsoft.com/en-us/azure/databricks/clean-rooms/clean-room-collaborator
Understand Azure Databricks dedicated compute requirements and limitations	https://learn.microsoft.com/en-us/azure/databricks/compute/dedicated-limitations
Review Azure Databricks serverless compute limits	https://learn.microsoft.com/en-us/azure/databricks/compute/serverless/limitations
Azure Databricks standard compute limits and requirements	https://learn.microsoft.com/en-us/azure/databricks/compute/standard-limitations
Review Azure Databricks AI/BI dashboard limits	https://learn.microsoft.com/en-us/azure/databricks/dashboards/limits
ABAC row filter and column mask requirements and limits	https://learn.microsoft.com/en-us/azure/databricks/data-governance/unity-catalog/abac/requirements
Unity Catalog requirements, supported formats, and limitations	https://learn.microsoft.com/en-us/azure/databricks/data-governance/unity-catalog/requirements
Use Azure Databricks personal access tokens securely	https://learn.microsoft.com/en-us/azure/databricks/dev-tools/auth/pat
Understand Databricks Connect for Python limitations	https://learn.microsoft.com/en-us/azure/databricks/dev-tools/databricks-connect/python/limitations
Check Databricks Connect version and cluster requirements	https://learn.microsoft.com/en-us/azure/databricks/dev-tools/databricks-connect/requirements
Understand Databricks Connect Scala limitations	https://learn.microsoft.com/en-us/azure/databricks/dev-tools/databricks-connect/scala/limitations
Handle long-running tasks with Databricks Supervisor Agent	https://learn.microsoft.com/en-us/azure/databricks/generative-ai/agent-bricks/multi-agent-supervisor-long-running-tasks
Use external models in Databricks Model Serving with provider limits	https://learn.microsoft.com/en-us/azure/databricks/generative-ai/external-models/
Create and manage Genie Spaces with usage limits	https://learn.microsoft.com/en-us/azure/databricks/genie/set-up
Tune Genie Space quality using examples and snippets	https://learn.microsoft.com/en-us/azure/databricks/genie/tune-quality
Understand Databricks Free Edition usage limits	https://learn.microsoft.com/en-us/azure/databricks/getting-started/free-edition-limitations
Understand Confluence connector limits and API quotas	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/confluence-limits
Review Dynamics 365 Lakeflow connector limits	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/d365-limits
Review GitHub Lakeflow connector limitations and constraints	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/github-limits
Understand Google Ads Lakeflow connector limitations	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/google-ads-limits
Limitations of Google Analytics Raw Data connector	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/google-analytics-limits
Google Drive connector ingestion limitations	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/google-drive-limits
Understand HubSpot connector limits and constraints	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/hubspot-limits
Understand Jira Lakeflow Connect ingestion limitations	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/jira-limits
Understand Meta Ads connector limits and considerations	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/meta-ads-limits
Understand Monday.com connector API limits and behavior	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/monday-com-faq
Review Monday.com connector limits in Lakeflow Connect	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/monday-com-limits
Understand MySQL connector behavior and constraints in Lakeflow	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/mysql-faq
Review MySQL Lakeflow connector limitations and considerations	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/mysql-limits
Review NetSuite connector limitations and behaviors	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/netsuite-limits
Check Outlook connector limits, quotas, and supported data	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/outlook-limits
Understand Databricks Pendo connector limitations and constraints	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/pendo-limits
Understand PostgreSQL Lakeflow Connect connector limitations	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/postgresql-limits
Query-based connector limitations and constraints	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/query-based-limits
RabbitMQ connector limits and constraints	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/rabbitmq-limits
Understand Salesforce connector ingestion limitations	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/salesforce-limits
Understand ServiceNow Lakeflow connector limitations	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/servicenow-limits
Review SharePoint connector limits for Lakeflow Connect	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/sharepoint-limits
Review Slack logs connector limitations in Databricks	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/slack-access-integration-logs-limits
Understand Smartsheet connector limits in Databricks Lakeflow	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/smartsheet-limits
SQL Server Lakeflow connector limitations and constraints	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/sql-server-limits
Review TikTok Ads connector limits in Databricks Lakeflow	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/tiktok-ads-limits
Understand Workday HCM connector limitations in Databricks	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/workday-hcm-limits
Review limitations for Workday Reports ingestion	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/workday-reports-limits
Review Zendesk Support connector limits and constraints	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/zendesk-support-limits
Zoho Books connector FAQ and API call limits	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/zoho-books-faq
Review Zoom Logs connector limits in Lakeflow Connect	https://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/zoom-logs-limits
Zerobus Ingest connector limits in Lakeflow Connect	https://learn.microsoft.com/en-us/azure/databricks/ingestion/zerobus-limits
Run queries with Azure Databricks JDBC driver limits	https://learn.microsoft.com/en-us/azure/databricks/integrations/jdbc-oss/example
Handle large parameter arrays in For each tasks	https://learn.microsoft.com/en-us/azure/databricks/jobs/for-each-lookup-example
Handle Lakeflow Jobs with up to 1000 tasks	https://learn.microsoft.com/en-us/azure/databricks/jobs/large-jobs
Classify documents with large label taxonomies in Databricks	https://learn.microsoft.com/en-us/azure/databricks/large-language-models/classify-documents-labels-tutorial
Limits and unsupported features in Lakeflow pipelines	https://learn.microsoft.com/en-us/azure/databricks/ldp/limitations
Configure real-time mode for ultra-low latency pipelines	https://learn.microsoft.com/en-us/azure/databricks/ldp/real-time
Troubleshoot Databricks Feature Store and review limits	https://learn.microsoft.com/en-us/azure/databricks/machine-learning/feature-store/troubleshooting-and-limitations
Understand Databricks Foundation Model APIs limits and models	https://learn.microsoft.com/en-us/azure/databricks/machine-learning/foundation-model-apis/
Databricks Foundation Model APIs rate limits and quotas	https://learn.microsoft.com/en-us/azure/databricks/machine-learning/foundation-model-apis/limits
Plan capacity using model units for provisioned throughput	https://learn.microsoft.com/en-us/azure/databricks/machine-learning/foundation-model-apis/model-units
Review Azure Databricks model serving limits and regions	https://learn.microsoft.com/en-us/azure/databricks/machine-learning/model-serving/model-serving-limits
Understand and debug Databricks model serving timeouts	https://learn.microsoft.com/en-us/azure/databricks/machine-learning/model-serving/model-serving-timeouts
Understand Databricks MLflow tracing latency and limits	https://learn.microsoft.com/en-us/azure/databricks/mlflow3/genai/tracing/faq
Notebook size and feature limitations in Azure Databricks	https://learn.microsoft.com/en-us/azure/databricks/notebooks/notebook-limitations
Understand Lakebase Postgres compatibility differences	https://learn.microsoft.com/en-us/azure/databricks/oltp/projects/compatibility
Use Lakebase PgBouncer connection pooling at scale	https://learn.microsoft.com/en-us/azure/databricks/oltp/projects/connection-pooling
Manage Lakebase databases and branch-level database limits	https://learn.microsoft.com/en-us/azure/databricks/oltp/projects/manage-databases
Configure Lakebase protected branches and branch limits	https://learn.microsoft.com/en-us/azure/databricks/oltp/projects/protected-branches
Await PySpark streaming query termination with timeout	https://learn.microsoft.com/en-us/azure/databricks/pyspark/reference/classes/streamingquery/awaittermination
Use approx_top_k with accuracy and limits	https://learn.microsoft.com/en-us/azure/databricks/pyspark/reference/functions/approx_top_k
Understand Databricks monotonically_increasing_id limits	https://learn.microsoft.com/en-us/azure/databricks/pyspark/reference/functions/monotonically_increasing_id
Azure Databricks Git folders and Repos limits	https://learn.microsoft.com/en-us/azure/databricks/release-notes/product/2024/september
Review Azure Databricks Git folder limits and behavior	https://learn.microsoft.com/en-us/azure/databricks/repos/limits
Review Azure Databricks resource and API limits	https://learn.microsoft.com/en-us/azure/databricks/resources/limits
Monitor Unity Catalog resource quotas and usage	https://learn.microsoft.com/en-us/azure/databricks/resources/manage-resource-quotas
Understand DECIMAL precision and scale limits in Databricks SQL	https://learn.microsoft.com/en-us/azure/databricks/sql/language-manual/data-types/decimal-type
Use DOUBLE type and numeric limits in Databricks SQL	https://learn.microsoft.com/en-us/azure/databricks/sql/language-manual/data-types/double-type
Use FLOAT type and precision limits in Databricks SQL	https://learn.microsoft.com/en-us/azure/databricks/sql/language-manual/data-types/float-type
Use Databricks SQL GEOGRAPHY type and limits	https://learn.microsoft.com/en-us/azure/databricks/sql/language-manual/data-types/geography-type
Use Databricks SQL GEOMETRY type and limits	https://learn.microsoft.com/en-us/azure/databricks/sql/language-manual/data-types/geometry-type
Work with TIMESTAMP_NTZ type and constraints in Databricks	https://learn.microsoft.com/en-us/azure/databricks/sql/language-manual/data-types/timestamp-ntz-type
Use TIMESTAMP type and time-zone semantics in Databricks	https://learn.microsoft.com/en-us/azure/databricks/sql/language-manual/data-types/timestamp-type
Control Databricks SQL statement execution timeout	https://learn.microsoft.com/en-us/azure/databricks/sql/language-manual/parameters/statement_timeout
Recover dropped Unity Catalog tables with UNDROP	https://learn.microsoft.com/en-us/azure/databricks/sql/language-manual/sql-ref-syntax-ddl-undrop-table
Understand Databricks SQL query filter capabilities and limits	https://learn.microsoft.com/en-us/azure/databricks/sql/user/queries/query-filters
Understand real-time mode limitations in Structured Streaming	https://learn.microsoft.com/en-us/azure/databricks/structured-streaming/real-time/limitations
Real-time mode support matrix and limitations	https://learn.microsoft.com/en-us/azure/databricks/structured-streaming/real-time/reference
Use shallow clone with Unity Catalog tables and runtime constraints	https://learn.microsoft.com/en-us/azure/databricks/tables/operations/clone-unity-catalog
Use temporary tables and session duration limits in Databricks	https://learn.microsoft.com/en-us/azure/databricks/tables/temporary-tables

Command Palette

MicrosoftDocs/azure-databricks — limits-quotas.md

Azure Databricks — Limits & Quotas

Limits & Quotas