Azure Databricks Skill

SkillCloud & infra

Expert knowledge for Azure Databricks development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using Unity Catalog, Delta Lake/Lakehouse, Lakeflow pipelines, Lakebase, or model/feature serving, and other Azure Databricks related development tasks. Not for Azure Synapse Analytics (use azure-synapse-analytics), Azure HDInsight (use azure-hdinsight), Azure Machine Learning (use azure-machine-learning), Azure Data Factory (use azure-data-factory).

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Azure Databricks Skill skill

What this skill tells your AI

The instructions your AI receives, as published by microsoftdocs/agent-skills in skills/azure-databricks/SKILL.md and read by ahel’s review.

This skill provides expert guidance for Azure Databricks. Covers troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. It combines local quick-reference content with remote documentation fetching capabilities.

How to Use This Skill

IMPORTANT for Agent: Use the Category Index below to locate relevant sections. For categories with line ranges (e.g., L35-L120), use read_file with the specified lines. For categories with file links (e.g., [security.md](security.md)), use read_file on the linked reference file

IMPORTANT for Agent: If metadata.generated_at is more than 3 months old, suggest the user pull the latest version from the repository. If mcp_microsoftdocs tools are not available, suggest the user install it: Installation Guide

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.

Category Index

CategoryLocationDescription
TroubleshootingL37-L179Diagnosing and fixing Databricks issues: Spark and SQL errors, Lakeflow/Auto Loader and pipelines, connectors/ingestion, model serving, feature store, CLI/IDE, and audit/log-based troubleshooting.
Best PracticesL180-L390End-to-end Databricks best practices: cost, governance, security, compute, BI, streaming, Lakehouse storage, RAG/GenAI, ML/LLMOps, Lakeflow, connectors, and performance tuning.
Decision Makingdecision-making.mdGuides for architectural and cost decisions in Azure Databricks: choosing compute, runtimes, pipelines, AI/ML options, connectors, governance, and planning/migrating workloads and tools.
Architecture & Design Patternsarchitecture-patterns.mdArchitectural blueprints and patterns for Databricks: DR/HA, networking, storage, Lakehouse/medallion, Lakeflow ETL/CDC, Lakebase, AI agents, Feature Store, MLOps, and AI governance.
Limits & Quotaslimits-quotas.mdLimits, quotas, and constraints for Databricks compute, AI/BI, connectors, Lakeflow, Lakehouse Real-Time, Unity Catalog, Lakebase, model serving, and SQL/notebook behavior.
Securitysecurity.mdSecuring Azure Databricks: identity and access control (RBAC/ABAC), Unity Catalog governance, encryption and keys, network/IP controls, OAuth and token auth, compliance profiles, and secure external connections.
Configurationconfiguration.mdConfiguring and managing Azure Databricks and Unity Catalog: accounts, networking, security, AI/ML, Lakeflow, SQL, storage, connectors, bundles, CLI, observability, and cost/governance settings.
Integrations & Coding Patternsintegrations.mdPatterns and how-tos for integrating Databricks with apps, agents, external data systems, BI tools, and ML/AI workflows, plus detailed APIs, CLIs, connectors, and SQL/PySpark function references.
Deploymentdeployment.mdEnd-to-end deployment of Azure Databricks: workspaces, Unity Catalog, Lakeflow, Lakebase, apps/agents, model & feature serving, CI/CD, IaC (ARM/Bicep/Terraform/Bundles), and networking setup.

Troubleshooting

TopicURL
Troubleshoot Databricks Agent Evaluation issueshttps://learn.microsoft.com/en-us/azure/databricks/agents/agent-evaluation/troubleshooting
Debug custom code agents on Databrickshttps://learn.microsoft.com/en-us/azure/databricks/agents/custom-agents/debug-agent
Detect and clean up unused AI Search endpointshttps://learn.microsoft.com/en-us/azure/databricks/ai-search/unused-endpoints
Resolve Databricks classic compute termination error codeshttps://learn.microsoft.com/en-us/azure/databricks/compute/troubleshooting/cluster-error-codes
Debug Spark applications using Databricks Spark UIhttps://learn.microsoft.com/en-us/azure/databricks/compute/troubleshooting/debugging-spark-ui
Monitor Databricks dashboard usage with audit logshttps://learn.microsoft.com/en-us/azure/databricks/dashboards/monitor-usage
Troubleshoot common Databricks CLI issueshttps://learn.microsoft.com/en-us/azure/databricks/dev-tools/cli/troubleshooting
Use Databricks app details for monitoring and troubleshootinghttps://learn.microsoft.com/en-us/azure/databricks/dev-tools/databricks-apps/view-app-details
Troubleshoot Databricks Connect for Python issueshttps://learn.microsoft.com/en-us/azure/databricks/dev-tools/databricks-connect/python/troubleshooting
Troubleshoot Databricks Connect for Scala issueshttps://learn.microsoft.com/en-us/azure/databricks/dev-tools/databricks-connect/scala/troubleshooting
Troubleshoot Databricks Terraform provider issueshttps://learn.microsoft.com/en-us/azure/databricks/dev-tools/terraform/troubleshoot
Troubleshoot issues with the Databricks IDE extensionhttps://learn.microsoft.com/en-us/azure/databricks/dev-tools/vscode-ext/troubleshooting
Handle ARITHMETIC_OVERFLOW errors in Databrickshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/arithmetic-overflow-error-class
Resolve CAST_INVALID_INPUT errors in Databrickshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/cast-invalid-input-error-class
Diagnose DC_GA4_RAW_DATA_ERROR in Databrickshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/dc-ga4-raw-data-error-error-class
Understand DC_SFDC_API_ERROR in Databricks connectorshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/dc-sfdc-api-error-error-class
Diagnose DC_SQLSERVER_ERROR in Databricks connectorshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/dc-sqlserver-error-error-class
Handle DELTA_ICEBERG_COMPAT_V1_VIOLATION errorshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/delta-iceberg-compat-v1-violation-error-class
Resolve DIVIDE_BY_ZERO error in Azure Databricks SQLhttps://learn.microsoft.com/en-us/azure/databricks/error-messages/divide-by-zero-error-class
Use Databricks error conditions for handling failureshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/error-classes
Troubleshoot EWKB_PARSE_ERROR in Databrickshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/ewkb-parse-error-error-class
Troubleshoot EWKT_PARSE_ERROR in Databrickshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/ewkt-parse-error-error-class
Troubleshoot GEOJSON_PARSE_ERROR in Databrickshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/geojson-parse-error-error-class
Resolve GROUP_BY_AGGREGATE errors in Databricks SQLhttps://learn.microsoft.com/en-us/azure/databricks/error-messages/group-by-aggregate-error-class
Handle H3_INVALID_CELL_ID errors in Databrickshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/h3-invalid-cell-id-error-class
Fix H3_INVALID_GRID_DISTANCE_VALUE errorshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/h3-invalid-grid-distance-value-error-class
Fix H3_INVALID_RESOLUTION_VALUE errorshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/h3-invalid-resolution-value-error-class
Resolve H3_NOT_ENABLED errors in Databrickshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/h3-not-enabled-error-class
Handle INSUFFICIENT_TABLE_PROPERTY errorshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/insufficient-table-property-error-class
Resolve INVALID_ARRAY_INDEX errors in Databrickshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/invalid-array-index-error-class
Resolve INVALID_ARRAY_INDEX_IN_ELEMENT_AT errorshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/invalid-array-index-in-element-at-error-class
Fix MISSING_AGGREGATION errors in GROUP BYhttps://learn.microsoft.com/en-us/azure/databricks/error-messages/missing-aggregation-error-class
Troubleshoot ROW_COLUMN_ACCESS errors in Databrickshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/row-column-access-error-class
Understand SQLSTATE error codes in Databrickshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/sqlstates
Resolve TABLE_OR_VIEW_NOT_FOUND errors in Databrickshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/table-or-view-not-found-error-class
Fix UNRESOLVED_ROUTINE errors in Databricks SQLhttps://learn.microsoft.com/en-us/azure/databricks/error-messages/unresolved-routine-error-class
Handle UNSUPPORTED_TABLE_OPERATION errorshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/unsupported-table-operation-error-class
Handle UNSUPPORTED_VIEW_OPERATION errorshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/unsupported-view-operation-error-class
Troubleshoot WKB_PARSE_ERROR in Databrickshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/wkb-parse-error-error-class
Troubleshoot WKT_PARSE_ERROR in Databrickshttps://learn.microsoft.com/en-us/azure/databricks/error-messages/wkt-parse-error-error-class
Troubleshoot common Genie Agent issueshttps://learn.microsoft.com/en-us/azure/databricks/genie-agents/troubleshooting
Auto Loader FAQ and operational guidancehttps://learn.microsoft.com/en-us/azure/databricks/ingestion/cloud-object-storage/auto-loader/faq
Monitor and troubleshoot Auto Loader pipelineshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/cloud-object-storage/auto-loader/observability
Troubleshoot Databricks Aha! connector errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/aha-troubleshoot
Troubleshoot Databricks Amplitude connector issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/amplitude-troubleshoot
Troubleshoot Databricks Anaplan connector errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/anaplan-troubleshoot
Troubleshoot Anthropic Lakeflow ingestion issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/anthropic-troubleshoot
Troubleshoot Anysphere audit logs connector errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/anysphere-audit-logs-troubleshoot
Troubleshoot Anysphere Organization connector issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/anysphere-organization-troubleshoot
Troubleshoot Atlassian audit logs connector errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/atlassian-audit-logs-troubleshoot
Troubleshoot Celigo connector ingestion errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/celigo-troubleshoot
Troubleshoot Databricks Confluence ingestion errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/confluence-troubleshoot
Troubleshoot Dynamics 365 ingestion via Synapse Linkhttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/d365-troubleshoot
Troubleshoot Glean connector authentication and rate limitshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/glean-troubleshoot
Troubleshoot Gmail connector ingestion issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/gmail-troubleshoot
Troubleshoot Databricks Google Ads connector errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/google-ads-troubleshoot
Troubleshoot GA4 Raw Data connector issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/google-analytics-troubleshoot
Google Drive connector FAQs and behaviorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/google-drive-faq
Troubleshoot Google Drive ingestion in Lakeflowhttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/google-drive-troubleshoot
Troubleshoot Google Search Console connector errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/google-search-console-troubleshoot
Troubleshoot Google Workspace connector issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/google-workspace-troubleshoot
Troubleshoot HubSpot connector ingestion problemshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/hubspot-troubleshoot
Troubleshoot Jira ingestion issues in Lakeflowhttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/jira-troubleshoot
Troubleshoot managed Kafka connector issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/kafka-troubleshoot
Troubleshoot LinkedIn Ads connector errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/linkedin-ads-troubleshoot
Troubleshoot Marketo connector pipeline errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/marketo-troubleshoot
Troubleshoot Meta Ads ingestion connector issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/meta-ads-troubleshoot
Troubleshoot Monday.com connector errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/monday-com-troubleshoot
Troubleshoot Databricks MySQL ingestion issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/mysql-troubleshoot
Troubleshoot Netskope Logs connector errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/netskope-logs-troubleshoot
Troubleshoot Notion connector authentication and sync issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/notion-troubleshoot
Troubleshoot OpenAI connector ingestion issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/openai-troubleshoot
Troubleshoot Oracle integrated CDC ingestion issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/oracle-troubleshoot
Troubleshoot Outlook connector ingestion errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/outlook-troubleshoot
Resolve common Databricks PagerDuty connector issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/pagerduty-faq
Troubleshoot Databricks PagerDuty connector errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/pagerduty-troubleshoot
Answer common Databricks Pendo connector questionshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/pendo-faq
Troubleshoot Databricks Pendo connector problemshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/pendo-troubleshoot
Troubleshoot Databricks PostgreSQL ingestion issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/postgresql-troubleshoot
Troubleshoot Databricks query-based connectorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/query-based-troubleshoot
Troubleshoot managed RabbitMQ connector errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/rabbitmq-troubleshoot
FAQ for Databricks Reddit Ads ingestion connectorhttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/reddit-ads-faq
Troubleshoot Databricks Reddit Ads connector errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/reddit-ads-troubleshoot
FAQ for Databricks Salesforce ingestion connectorhttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/salesforce-faq
Troubleshoot Databricks Salesforce ingestion issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/salesforce-troubleshoot
Troubleshoot Databricks SendGrid connector errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/sendgrid-troubleshoot
Troubleshoot Databricks ServiceNow ingestion issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/servicenow-troubleshoot
Troubleshoot Salesforce Marketing Cloud connector issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/sfmc-troubleshoot
Troubleshoot Databricks SharePoint ingestion errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/sharepoint-troubleshoot
Troubleshoot Databricks Smartsheet connector errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/smartsheet-troubleshoot
Troubleshoot Databricks SQL Server ingestion issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/sql-server-troubleshoot
Troubleshoot Databricks Square connector authentication and rate limitshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/square-troubleshoot
Troubleshoot Databricks Strac connector issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/strac-troubleshoot
Troubleshoot TikTok Ads connector ingestion issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/tiktok-ads-troubleshoot
Troubleshoot Databricks managed ingestion pipelineshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/troubleshoot
Resolve UNITY_CATALOG_INITIALIZATION_FAILED in pipelineshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/uc-initialization-troubleshoot
Troubleshoot Veeva Vault connector errors in Lakeflowhttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/veeva-vault-troubleshoot
Troubleshoot Verkada connector errors in Lakeflowhttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/verkada-troubleshoot
Troubleshoot Wiz Audit Logs connector issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/wiz-audit-logs-troubleshoot
Troubleshoot Workday HCM connector errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/workday-hcm-troubleshoot
Troubleshoot Databricks Workday ingestion issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/workday-reports-troubleshoot
Troubleshoot Databricks Workiva connector errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/workiva-troubleshoot
Troubleshoot Zendesk Support connector issueshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/zendesk-support-troubleshoot
Troubleshoot Databricks Zip connector errorshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/zip-troubleshoot
Troubleshoot Zoho Books connector authentication and limitshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/lakeflow-connect/zoho-books-troubleshoot
Handle Zerobus Ingest error codes and failureshttps://learn.microsoft.com/en-us/azure/databricks/ingestion/zerobus-errors
Review logging for Databricks init scriptshttps://learn.microsoft.com/en-us/azure/databricks/init-scripts/logs
Troubleshoot and repair Lakeflow Jobs failureshttps://learn.microsoft.com/en-us/azure/databricks/jobs/repair-job-failures
Monitor and troubleshoot materialized view refresheshttps://learn.microsoft.com/en-us/azure/databricks/ldp/dbsql/materialized-monitor
Resolve high initialization times in pipelineshttps://learn.microsoft.com/en-us/azure/databricks/ldp/fix-high-init
Recover Lakeflow pipelines from checkpoint failureshttps://learn.microsoft.com/en-us/azure/databricks/ldp/recover-streaming
Migrate and troubleshoot AI Runtime deep learning workloadshttps://learn.microsoft.com/en-us/azure/databricks/machine-learning/ai-runtime/guides/
Inspect and debug Databricks Feature Views in Unity Cataloghttps://learn.microsoft.com/en-us/azure/databricks/machine-learning/feature-store/explore-feature-views
Troubleshoot Databricks Feature Store and limitshttps://learn.microsoft.com/en-us/azure/databricks/machine-learning/feature-store/troubleshooting-and-limitations
Diagnose and fix Databricks model serving issueshttps://learn.microsoft.com/en-us/azure/databricks/machine-learning/model-serving/model-serving-debug
Use Genie Code to diagnose Databricks model servinghttps://learn.microsoft.com/en-us/azure/databricks/machine-learning/model-serving/model-serving-genie-code
Debug and analyze GenAI apps using MLflow traceshttps://learn.microsoft.com/en-us/azure/databricks/mlflow3/genai/tracing/observe-with-traces/
Debug Python code in Databricks notebookshttps://learn.microsoft.com/en-us/azure/databricks/notebooks/debugger
Use Insights to detect and resolve Lakebase issueshttps://learn.microsoft.com/en-us/azure/databricks/oltp/projects/observability-ai-insights
Diagnose and fix Lakebase Postgres issues with Geniehttps://learn.microsoft.com/en-us/azure/databricks/oltp/projects/observability-genie
Troubleshoot common OpenSharing data access errorshttps://learn.microsoft.com/en-us/azure/databricks/opensharing/troubleshooting
Diagnose failing Spark jobs and removed executorshttps://learn.microsoft.com/en-us/azure/databricks/optimizations/spark-ui-guide/failing-spark-jobs
Use the Databricks jobs timeline to debug Sparkhttps://learn.microsoft.com/en-us/azure/databricks/optimizations/spark-ui-guide/jobs-timeline
Diagnose long Spark jobs using Databricks UIhttps://learn.microsoft.com/en-us/azure/databricks/optimizations/spark-ui-guide/long-spark-stage
Investigate high I/O Spark stages in Databrickshttps://learn.microsoft.com/en-us/azure/databricks/optimizations/spark-ui-guide/long-spark-stage-io
Debug skew and spill in long Spark stageshttps://learn.microsoft.com/en-us/azure/databricks/optimizations/spark-ui-guide/long-spark-stage-page
Debug slow Spark stages with low I/O in Databrickshttps://learn.microsoft.com/en-us/azure/databricks/optimizations/spark-ui-guide/slow-spark-stage-low-io
Identify expensive reads in Spark DAG on Databrickshttps://learn.microsoft.com/en-us/azure/databricks/optimizations/spark-ui-guide/spark-dag-expensive-read
Diagnose gaps between Spark jobs in Databrickshttps://learn.microsoft.com/en-us/azure/databricks/optimizations/spark-ui-guide/spark-job-gaps
Diagnose and fix Spark memory issues on Databrickshttps://learn.microsoft.com/en-us/azure/databricks/optimizations/spark-ui-guide/spark-memory-issues
Troubleshoot Databricks Partner Connect issueshttps://learn.microsoft.com/en-us/azure/databricks/partner-connect/troubleshoot
Troubleshoot Databricks publishing and connections to Power BIhttps://learn.microsoft.com/en-us/azure/databricks/partners/bi/power-bi/troubleshooting
Troubleshoot Azure Databricks Git folder errorshttps://learn.microsoft.com/en-us/azure/databricks/repos/errors-troubleshooting
Handle Databricks SQL FETCH cursor errorshttps://learn.microsoft.com/en-us/azure/databricks/sql/language-manual/control-flow/fetch-stmt
Diagnose Data

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ahel review

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