azure-data-explorer
Provides expert guidance for Azure Data Explorer development, covering troubleshooting, best practices, architecture, and deployment.
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The azure-data-explorer skill was audited on Mar 7, 2026 and we found 110 security issues across 1 threat category. Review the findings below before installing.
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Security Issues
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| 40 | | Monitor and troubleshoot Azure Data Explorer cluster health | https://learn.microsoft.com/en-us/azure/data-explorer/check-cluster-health | |
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| 41 | | Interpret ADX ingestion error codes and failures | https://learn.microsoft.com/en-us/azure/data-explorer/error-codes | |
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| 42 | | Use Resource Health to diagnose ADX issues | https://learn.microsoft.com/en-us/azure/data-explorer/monitor-with-resource-health | |
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| 43 | | Troubleshoot Azure Data Explorer private endpoint issues | https://learn.microsoft.com/en-us/azure/data-explorer/security-network-private-endpoint-troubleshoot | |
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| 44 | | Fix Azure Data Explorer cluster connection issues | https://learn.microsoft.com/en-us/azure/data-explorer/troubleshoot-connect-cluster | |
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| 45 | | Troubleshoot Azure Data Explorer cluster creation failures | https://learn.microsoft.com/en-us/azure/data-explorer/troubleshoot-create-cluster | |
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| 46 | | Resolve Azure Data Explorer DB and table operation failures | https://learn.microsoft.com/en-us/azure/data-explorer/troubleshoot-database-table | |
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| 51 | | Handle duplicate data in Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/dealing-with-duplicates | |
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| 52 | | Optimize Azure Data Explorer clusters for high-concurrency workloads | https://learn.microsoft.com/en-us/azure/data-explorer/high-concurrency | |
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| 53 | | Use hot windows to efficiently query cold data in Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/hot-windows | |
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| 54 | | Ingest JSON into Azure Data Explorer with KQL, C#, and Python | https://learn.microsoft.com/en-us/azure/data-explorer/ingest-json-formats | |
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| 55 | | Azure Data Explorer ingestion FAQ and guidance | https://learn.microsoft.com/en-us/azure/data-explorer/ingestion-faq | |
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| 56 | | Monitor queued ingestion metrics in ADX | https://learn.microsoft.com/en-us/azure/data-explorer/monitor-queued-ingestion | |
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| 57 | | Apply Power BI best practices for Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/power-bi-best-practices | |
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| 58 | | Optimize Azure Data Explorer table schema design | https://learn.microsoft.com/en-us/azure/data-explorer/schema-best-practice | |
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| 63 | | Deploy Azure Data Explorer with confidential compute | https://learn.microsoft.com/en-us/azure/data-explorer/confidential-compute | |
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| 64 | | Decide when to use streaming ingestion in Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/ingest-data-streaming | |
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| 65 | | Select isolated compute SKUs for Data Explorer clusters | https://learn.microsoft.com/en-us/azure/data-explorer/isolated-compute | |
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| 66 | | Choose optimal Azure Data Explorer compute SKU | https://learn.microsoft.com/en-us/azure/data-explorer/manage-cluster-choose-sku | |
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| 67 | | Plan vertical scaling and SKU changes for clusters | https://learn.microsoft.com/en-us/azure/data-explorer/manage-cluster-vertical-scaling | |
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| 68 | | Migrate Elasticsearch workloads to Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/migrate-elasticsearch-to-azure-data-explorer | |
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| 69 | | Use ADX pricing calculator for cluster planning | https://learn.microsoft.com/en-us/azure/data-explorer/pricing-calculator | |
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| 70 | | Optimize ADX cost per GB ingested | https://learn.microsoft.com/en-us/azure/data-explorer/pricing-cost-drivers | |
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| 71 | | Understand ADX reservation discount application | https://learn.microsoft.com/en-us/azure/data-explorer/pricing-reservation-discount | |
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| 72 | | Buy ADX reserved capacity to reduce markup costs | https://learn.microsoft.com/en-us/azure/data-explorer/pricing-reserved-capacity | |
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| 77 | | Design ADX regional DR and replication solutions | https://learn.microsoft.com/en-us/azure/data-explorer/business-continuity-create-solution | |
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| 78 | | Plan ADX business continuity and DR architecture | https://learn.microsoft.com/en-us/azure/data-explorer/business-continuity-overview | |
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| 79 | | Use follower databases for cross-cluster ADX access | https://learn.microsoft.com/en-us/azure/data-explorer/follower | |
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| 80 | | Choose Azure Data Explorer multi-tenant architecture | https://learn.microsoft.com/en-us/azure/data-explorer/multi-tenant | |
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| 85 | | Understand automatic stop behavior for inactive clusters | https://learn.microsoft.com/en-us/azure/data-explorer/auto-stop-clusters | |
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| 86 | | Apply Event Grid ingestion file size limits in Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/create-event-grid-connection | |
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| 87 | | Delete and recover Azure Data Explorer clusters safely | https://learn.microsoft.com/en-us/azure/data-explorer/delete-cluster | |
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| 88 | | Understand invalid data behavior during ADX ingestion | https://learn.microsoft.com/en-us/azure/data-explorer/ingest-invalid-data | |
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| 89 | | Supported data and compression formats for Azure Data Explorer ingestion | https://learn.microsoft.com/en-us/azure/data-explorer/ingestion-supported-formats | |
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| 90 | | Use Azure Data Explorer free cluster limits | https://learn.microsoft.com/en-us/azure/data-explorer/start-for-free | |
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| 91 | | Upgrade free Azure Data Explorer clusters and remove limits | https://learn.microsoft.com/en-us/azure/data-explorer/start-for-free-upgrade | |
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| 96 | | Programmatically add Azure Data Explorer cluster principals | https://learn.microsoft.com/en-us/azure/data-explorer/add-cluster-principal | |
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| 97 | | Programmatically add Azure Data Explorer database principals | https://learn.microsoft.com/en-us/azure/data-explorer/add-database-principal | |
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| 98 | | Enable disk encryption for Azure Data Explorer clusters | https://learn.microsoft.com/en-us/azure/data-explorer/cluster-encryption-disk | |
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| 99 | | Enable double encryption for Azure Data Explorer clusters | https://learn.microsoft.com/en-us/azure/data-explorer/cluster-encryption-double | |
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| 100 | | Configure encryption options for Azure Data Explorer clusters | https://learn.microsoft.com/en-us/azure/data-explorer/cluster-encryption-overview | |
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| 101 | | Configure managed identities on Azure Data Explorer clusters | https://learn.microsoft.com/en-us/azure/data-explorer/configure-managed-identities-cluster | |
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| 102 | | Configure cross-tenant access for Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/cross-tenant-query-and-commands | |
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| 103 | | Configure customer-managed keys for Data Explorer encryption | https://learn.microsoft.com/en-us/azure/data-explorer/customer-managed-keys | |
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| 104 | | Purge personal data from Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/data-purge-portal | |
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| 105 | | Authenticate external tables with managed identities | https://learn.microsoft.com/en-us/azure/data-explorer/external-tables-managed-identities | |
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| 106 | | Ingest data using managed identity authentication | https://learn.microsoft.com/en-us/azure/data-explorer/ingest-data-managed-identity | |
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| 107 | | Protect Azure Data Explorer clusters with resource locks | https://learn.microsoft.com/en-us/azure/data-explorer/manage-cluster-locks | |
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| 108 | | Configure Azure Data Explorer cluster RBAC permissions | https://learn.microsoft.com/en-us/azure/data-explorer/manage-cluster-permissions | |
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| 109 | | Configure database and table RBAC in Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/manage-database-permissions | |
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| 110 | | Use managed identities with Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/managed-identities-overview | |
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| 111 | | Apply built-in Azure Policy definitions to ADX | https://learn.microsoft.com/en-us/azure/data-explorer/policy-reference | |
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| 112 | | Securely connect private-endpoint clusters to Power BI | https://learn.microsoft.com/en-us/azure/data-explorer/power-bi-private-endpoint | |
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| 113 | | Create and authorize Microsoft Entra apps for Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/provision-entra-id-app | |
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| 114 | | Enable conditional access policies for Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/security-conditional-access | |
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| 115 | | Apply Azure Policy compliance controls to Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/security-controls-policy | |
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| 116 | | Configure managed private endpoints for Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/security-network-managed-private-endpoint-create | |
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| 117 | | Plan network security for Azure Data Explorer clusters | https://learn.microsoft.com/en-us/azure/data-explorer/security-network-overview | |
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| 118 | | Secure Azure Data Explorer with private endpoints | https://learn.microsoft.com/en-us/azure/data-explorer/security-network-private-endpoint | |
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| 119 | | Create private endpoints for Azure Data Explorer clusters | https://learn.microsoft.com/en-us/azure/data-explorer/security-network-private-endpoint-create | |
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| 120 | | Restrict outbound access from Azure Data Explorer clusters | https://learn.microsoft.com/en-us/azure/data-explorer/security-network-restrict-outbound-access | |
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| 121 | | Control public network access to Data Explorer clusters | https://learn.microsoft.com/en-us/azure/data-explorer/security-network-restrict-public-access | |
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| 126 | | Clone Azure Data Explorer database schemas with management commands | https://learn.microsoft.com/en-us/azure/data-explorer/clone-database-schema | |
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| 127 | | Programmatically configure Azure Data Explorer clusters | https://learn.microsoft.com/en-us/azure/data-explorer/create-cluster-database | |
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| 128 | | Use KQL database scripts in ARM deployments | https://learn.microsoft.com/en-us/azure/data-explorer/database-script | |
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| 129 | | Programmatically create Azure Data Explorer database and table policies | https://learn.microsoft.com/en-us/azure/data-explorer/database-table-policies | |
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| 130 | | Create cross-tenant Event Hubs data connections for Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/ingest-data-cross-tenant | |
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| 131 | | Install and run the ADX Kusto emulator | https://learn.microsoft.com/en-us/azure/data-explorer/kusto-emulator-install | |
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| 132 | | Manage language extension plugins in Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/language-extensions | |
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| 133 | | Reference monitoring metrics and logs for ADX | https://learn.microsoft.com/en-us/azure/data-explorer/monitor-data-explorer-reference | |
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| 134 | | Synchronize ADX schema with Sync Kusto tool | https://learn.microsoft.com/en-us/azure/data-explorer/sync-kusto | |
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| 135 | | Use T-SQL queries against Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/t-sql | |
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| 136 | | Customize Azure Data Explorer web UI environment settings | https://learn.microsoft.com/en-us/azure/data-explorer/web-customize-settings | |
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| 137 | | Configure cloud sync for Azure Data Explorer web UI profiles | https://learn.microsoft.com/en-us/azure/data-explorer/web-sync | |
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| 138 | | Use Azure Data Explorer web UI query keyboard shortcuts | https://learn.microsoft.com/en-us/azure/data-explorer/web-ui-query-keyboard-shortcuts | |
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| 143 | | Manage ADX with Azure PowerShell Kusto cmdlets | https://learn.microsoft.com/en-us/azure/data-explorer/azure-powershell | |
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| 144 | | Connect common SQL tools to Azure Data Explorer via emulation | https://learn.microsoft.com/en-us/azure/data-explorer/connect-common-apps | |
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| 145 | | Configure JDBC connectivity to Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/connect-jdbc | |
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| 146 | | Set up ODBC connections to Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/connect-odbc | |
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| 147 | | Query Azure Data Lake Storage from Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/data-lake-query-data | |
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| 148 | | Query Azure Storage external tables from Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/external-azure-storage-tables-query | |
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| 149 | | Use ADX connector in Power Automate flows | https://learn.microsoft.com/en-us/azure/data-explorer/flow | |
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| 150 | | Automate ADX queries with Power Automate examples | https://learn.microsoft.com/en-us/azure/data-explorer/flow-usage | |
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| 151 | | Configure Grafana integration with Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/grafana | |
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| 152 | | Connect Splunk Enterprise to Azure Data Explorer for ingestion | https://learn.microsoft.com/en-us/azure/data-explorer/ingest-data-splunk | |
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| 153 | | Ingest data from Splunk Universal Forwarder into Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/ingest-data-splunk-uf | |
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| 154 | | Configure Telegraf Azure Data Explorer output plugin | https://learn.microsoft.com/en-us/azure/data-explorer/ingest-data-telegraf | |
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| 155 | | Use ADX input/output bindings in Azure Functions | https://learn.microsoft.com/en-us/azure/data-explorer/integrate-azure-functions | |
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| 156 | | Connect MCP AI agents to Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/integrate-mcp-servers | |
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| 157 | | Configure K2Bridge to use Azure Data Explorer in Kibana | https://learn.microsoft.com/en-us/azure/data-explorer/k2bridge | |
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| 158 | | Query ADX from Jupyter using Kqlmagic | https://learn.microsoft.com/en-us/azure/data-explorer/kqlmagic | |
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| 159 | | Query ADX as a linked server from SQL Server | https://learn.microsoft.com/en-us/azure/data-explorer/linked-server | |
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| 160 | | Run ADX queries via Logic Apps connector | https://learn.microsoft.com/en-us/azure/data-explorer/logic-apps | |
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| 161 | | Configure OpenTelemetry collector to ingest into Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/open-telemetry-connector | |
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| 162 | | Build Power Apps that query Azure Data Explorer via connector | https://learn.microsoft.com/en-us/azure/data-explorer/power-apps-connector | |
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| 163 | | Integrate Azure Data Explorer with Microsoft Purview | https://learn.microsoft.com/en-us/azure/data-explorer/purview | |
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| 164 | | Query Azure Data Explorer using the Python data client library | https://learn.microsoft.com/en-us/azure/data-explorer/python-query-data | |
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| 165 | | Query Azure Data Explorer from MATLAB using authorization tokens | https://learn.microsoft.com/en-us/azure/data-explorer/query-matlab | |
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| 166 | | Run cross-service queries between Azure Data Explorer and Azure Monitor | https://learn.microsoft.com/en-us/azure/data-explorer/query-monitor-data | |
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| 167 | | Use Redash native connector with Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/redash | |
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| 168 | | Use Serilog sink to stream logs into Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/serilog-sink | |
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| 169 | | Set up Sisense integration with Azure Data Explorer | https://learn.microsoft.com/en-us/azure/data-explorer/sisense | |
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| 170 | | Run KQL queries and stored functions over TDS from SQL clients | https://learn.microsoft.com/en-us/azure/data-explorer/sql-kql-queries-and-stored-functions | |
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| 171 | | Connect to Azure Data Explorer using SQL Server emulation (TDS endpoint) | https://learn.microsoft.com/en-us/azure/data-explorer/sql-server-emulation-overview | |
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| 172 | | Connect Azure Data Explorer to Tableau via ODBC | https://learn.microsoft.com/en-us/azure/data-explorer/tableau | |
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| 173 | | Debug KQL inline Python plugin code using Visual Studio Code | https://learn.microsoft.com/en-us/kusto/debug-inline-python?view=microsoft-fabric | |
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| 178 | | Automate provisioning of Azure Data Explorer environments | https://learn.microsoft.com/en-us/azure/data-explorer/automated-deploy-overview | |
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| 179 | | Deploy ADX schema changes with Azure DevOps | https://learn.microsoft.com/en-us/azure/data-explorer/devops | |
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| 180 | | Migrate Azure Data Explorer clusters to availability zones | https://learn.microsoft.com/en-us/azure/data-explorer/migrate-cluster-to-multiple-availability-zone | |
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| 181 | | Migrate VNet-injected Data Explorer clusters to private endpoints | https://learn.microsoft.com/en-us/azure/data-explorer/security-network-migrate-vnet-to-private-endpoint | |
Scanned on Mar 7, 2026
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UpdatedMarch 29, 2026
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