1---2name: azure-hdinsight3description: Azure HDInsight Skill4---5# Azure HDInsight Skill67This skill provides expert guidance for Azure HDInsight. 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.89## How to Use This Skill1011> **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 file1213> **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](https://github.com/MicrosoftDocs/mcp/blob/main/README.md)1415This skill requires **network access** to fetch documentation content:16- **Preferred**: Use `mcp_microsoftdocs:microsoft_docs_fetch` with query string `from=learn-agent-skill`. Returns Markdown.17- **Fallback**: Use `fetch_webpage` with query string `from=learn-agent-skill&accept=text/markdown`. Returns Markdown.1819## Category Index2021| Category | Lines | Description |22|----------|-------|-------------|23| Troubleshooting | L37-L132 | Diagnosing and fixing HDInsight cluster issues: creation/auth, networking, storage, Ambari/HDFS/Hive/HBase/Kafka/Spark/YARN problems, performance, disk/CPU, and known error codes/workarounds. |24| Best Practices | L133-L174 | Best practices for designing, securing, monitoring, scaling, and tuning HDInsight clusters and workloads (Hadoop, Spark, Hive, HBase, Kafka), including storage, migration, and performance optimization. |25| Decision Making | L175-L199 | Guidance on planning, sizing, upgrading, and migrating HDInsight clusters, including Hadoop, HBase, Kafka, storage, VM sizing, and handling version/feature retirements. |26| Architecture & Design Patterns | L200-L214 | HDInsight cluster architecture, security/VNet design, HA/DR and business continuity patterns, migration from on-prem Hadoop, shared storage, streaming (Spark/YARN), and Oozie-based pipelines. |27| Limits & Quotas | L215-L222 | Guidance on HDInsight capacity limits: log size/retention, supported cluster node sizes, external metastore constraints, and requesting/managing CPU core quota increases. |28| Security | L223-L266 | Securing HDInsight clusters: identity and access (Entra, LDAP, Ranger, RBAC), network isolation (NSG, Private Link), TLS/encryption, Kafka/Hive/Spark security, and security best practices. |29| Configuration | L267-L323 | Configuring and tuning HDInsight clusters: networking/VPN, Ambari/Hive/Spark/HBase settings, autoscale, monitoring/logging, SSH/Jupyter/VS Code access, and script-based customizations. |30| Integrations & Coding Patterns | L324-L391 | Patterns and code samples for integrating HDInsight (Hive, Spark, Kafka, HBase, MapReduce, Sqoop) with tools, SDKs, REST/CLI, and external services like SQL, Cosmos DB, Power BI, IoT, and Synapse |31| Deployment | L392-L405 | Creating, configuring, migrating, and automating HDInsight clusters (Hadoop, HBase, Kafka) using portal, CLI, PowerShell, ARM/REST, Data Factory, Marketplace, AMA, and runbooks |3233### Troubleshooting34| Topic | URL |35|-------|-----|36| Address reliability issues on older HDInsight images | https://learn.microsoft.com/en-us/azure/hdinsight/cluster-reliability-issues |37| Fix component version validation errors in HDInsight ARM templates | https://learn.microsoft.com/en-us/azure/hdinsight/component-version-validation-error-arm-templates |38| Troubleshoot Azure HDInsight cluster creation errors | https://learn.microsoft.com/en-us/azure/hdinsight/create-cluster-error-dictionary |39| Troubleshoot authentication issues for secure HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/domain-joined/domain-joined-authentication-issues |40| Run diagnostic script when HDInsight cluster creation fails with DomainNotFound | https://learn.microsoft.com/en-us/azure/hdinsight/domain-joined/sample-script |41| Fix DomainNotFound errors during HDInsight cluster creation | https://learn.microsoft.com/en-us/azure/hdinsight/domain-joined/troubleshoot-domainnotfound |42| Fix Apache Ambari directory alerts in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/apache-ambari-troubleshoot-directory-alerts |43| Troubleshoot Ambari UI down hosts and services in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/apache-ambari-troubleshoot-down-hosts-services |44| Fix Apache Ambari UI 502 errors on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/apache-ambari-troubleshoot-fivezerotwo-error |45| Resolve Apache Ambari heartbeat issues in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/apache-ambari-troubleshoot-heartbeat-issues |46| Troubleshoot Apache Ambari Metrics Collector on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/apache-ambari-troubleshoot-metricservice-issues |47| Resolve Apache Ambari stale alerts in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/apache-ambari-troubleshoot-stale-alerts |48| Fix local HDFS stuck in safe mode on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/hdinsight-hdfs-troubleshoot-safe-mode |49| Fix HDInsight cluster creation failures | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/hdinsight-troubleshoot-cluster-creation-fails |50| Convert service principal certificates to base-64 for HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/hdinsight-troubleshoot-converting-service-principal-certificate |51| Resolve Data Lake storage file access issues in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/hdinsight-troubleshoot-data-lake-files |52| Fix InvalidNetworkSecurityGroupSecurityRules for HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/hdinsight-troubleshoot-invalidnetworksecuritygroupsecurityrules-cluster-creation-fails |53| Resolve HDInsight node disk space exhaustion | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/hdinsight-troubleshoot-out-disk-space |54| Fix Watchdog BUG soft lockup CPU errors in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/hdinsight-troubleshoot-soft-lockup-cpu |55| Resolve node addition failures in HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/hdinsight-troubleshoot-unable-add-nodes |56| Troubleshoot login failures to HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/hdinsight-troubleshoot-unable-log-in-cluster |57| Manage and troubleshoot disk space issues in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/troubleshoot-disk-space |58| Resolve InvalidNetworkConfigurationErrorCode in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/troubleshoot-invalidnetworkconfigurationerrorcode-cluster-creation-fails |59| Restore Key Vault access for encrypted HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/troubleshoot-lost-key-vault-access |60| Fix port conflicts when starting HDInsight services | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/troubleshoot-port-conflict |61| Fix 'account does not support http' storage errors in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/troubleshoot-wasbs-storage-exception |62| Fix invalid BCFile errors when reading YARN logs | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/troubleshoot-yarn-log-invalid-bcfile |63| Resolve BindException address-in-use on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/hbase-troubleshoot-bindexception-address-use |64| Fix HBase hbck inconsistency errors on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/hbase-troubleshoot-hbase-hbck-inconsistencies |65| Troubleshoot pegged CPU on HBase region servers | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/hbase-troubleshoot-pegged-cpu-region-server |66| Resolve Apache Phoenix connectivity issues on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/hbase-troubleshoot-phoenix-connectivity |67| Fix missing data in Phoenix views after HDP upgrade | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/hbase-troubleshoot-phoenix-no-data |68| Fix HBase REST service not responding on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/hbase-troubleshoot-rest-not-spending |69| Fix HBase Master startup failures on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/hbase-troubleshoot-start-fails |70| Resolve storage exceptions after connection reset | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/hbase-troubleshoot-storage-exception-reset |71| Resolve timeouts with hbase hbck on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/hbase-troubleshoot-timeouts-hbase-hbck |72| Troubleshoot HBase region server issues on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/hbase-troubleshoot-unassigned-regions |73| Fix HBase TTL data retention issues on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/troubleshoot-data-retention-issues-expired-data |74| Troubleshoot HBase REST API issues on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/troubleshoot-rest-api |75| Access and interpret YARN application logs on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-access-yarn-app-logs-linux |76| Enable and collect Hadoop heap dumps on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-collect-debug-heap-dump-linux |77| Resolve Hive out-of-memory errors on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-hive-out-of-memory-error-oom |78| Lookup and resolve Hadoop stack trace errors on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-stack-trace-error-messages |79| Understand and resolve WebHCat errors on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-templeton-webhcat-debug-errors |80| Known issues and troubleshooting for Azure HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-known-issues |81| Fix Ambari access failures after certificate rotation | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-known-issues-ambari-access-certificate-issue |82| Resolve Ambari user switch issues on HDInsight 5.1 | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-known-issues-ambari-users-cache |83| Recover HDInsight headnodes from /tmp disk usage leak | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-known-issues-cluster-head-node-unresponsive |84| Mitigate conda version regression on HDInsight 5.1 | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-known-issues-conda-version-regression |85| Resolve Ranger startup failures on ESP HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-known-issues-ranger-cluster-create-failure |86| Diagnose slow or failing jobs on HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-troubleshoot-failed-cluster |87| HDInsight troubleshooting guide index | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-troubleshoot-guide |88| Troubleshoot HDFS issues in Azure HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-troubleshoot-hdfs |89| Common Hive issues and fixes on Azure HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-troubleshoot-hive |90| Troubleshoot YARN issues in Azure HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-troubleshoot-yarn |91| Restore error messages in Ambari Hive View on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/interactive-query/interactive-query-troubleshoot-error-message-hive-view |92| Resolve Hive log disk space issues on HDInsight head nodes | https://learn.microsoft.com/en-us/azure/hdinsight/interactive-query/interactive-query-troubleshoot-hive-logs-diskspace-full-headnodes |93| Fix Hive View inaccessibility due to Zookeeper issues | https://learn.microsoft.com/en-us/azure/hdinsight/interactive-query/interactive-query-troubleshoot-inaccessible-hive-view |94| Troubleshoot Hive join OutOfMemory GC overhead errors | https://learn.microsoft.com/en-us/azure/hdinsight/interactive-query/interactive-query-troubleshoot-outofmemory-overhead-exceeded |95| Resolve permission denied errors creating Hive tables | https://learn.microsoft.com/en-us/azure/hdinsight/interactive-query/interactive-query-troubleshoot-permission-error-create-table |96| Diagnose poor Hive LLAP query performance in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/interactive-query/interactive-query-troubleshoot-query-performance |97| Fix slow reducers and data skew in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/interactive-query/interactive-query-troubleshoot-slow-reducer |98| Troubleshoot Apache Tez application hangs in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/interactive-query/interactive-query-troubleshoot-tez-hangs |99| Fix slow or failing Ambari Tez View in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/interactive-query/interactive-query-troubleshoot-tez-view-slow |100| Fix Hive View query result timeout in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/interactive-query/interactive-query-troubleshoot-view-time-out |101| Correct Hive JDBC URL in Zeppelin interpreter on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/interactive-query/interactive-query-troubleshoot-zookeeperhiveclientexception-hiveserver-configs |102| Resolve Ambari Hive View gateway timeout exceptions | https://learn.microsoft.com/en-us/azure/hdinsight/interactive-query/troubleshoot-gateway-timeout |103| Troubleshoot Hive LLAP workload management issues | https://learn.microsoft.com/en-us/azure/hdinsight/interactive-query/troubleshoot-workload-management-issues |104| Resolve Kafka broker startup failures from full disks | https://learn.microsoft.com/en-us/azure/hdinsight/kafka/kafka-troubleshoot-full-disk |105| Fix HDInsight Kafka error: insufficient fault domains | https://learn.microsoft.com/en-us/azure/hdinsight/kafka/kafka-troubleshoot-insufficient-domains |106| Debug Spark apps using HDInsight History Server extensions | https://learn.microsoft.com/en-us/azure/hdinsight/spark/apache-azure-spark-history-server |107| Debug Spark job failures with IntelliJ Azure Toolkit | https://learn.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-intellij-tool-failure-debug |108| Remotely debug Apache Spark apps on HDInsight via IntelliJ | https://learn.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-intellij-tool-plugin-debug-jobs-remotely |109| Debug HDInsight Spark jobs with YARN and Spark UIs | https://learn.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-job-debugging |110| Known issues and workarounds for HDInsight Spark clusters | https://learn.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-known-issues |111| Troubleshoot Spark Streaming apps stopping after 24 days | https://learn.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-troubleshoot-application-stops |112| Fix Jupyter 404 'Blocking Cross Origin API' on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-troubleshoot-blocking-cross-origin |113| Resolve RequestBodyTooLarge errors in HDInsight Spark streaming | https://learn.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-troubleshoot-event-log-requestbodytoolarge |114| Fix IllegalArgumentException in HDInsight Spark activities | https://learn.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-troubleshoot-illegalargumentexception |115| Resolve InvalidClassException version mismatch in HDInsight Spark | https://learn.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-troubleshoot-job-fails-invalidclassexception |116| Fix NoClassDefFoundError for Spark-Kafka on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-troubleshoot-job-fails-noclassdeffounderror |117| Improve slow Spark jobs with many Azure Storage files | https://learn.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-troubleshoot-job-slowness-container |118| Resolve OutOfMemoryError in HDInsight Spark clusters | https://learn.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-troubleshoot-outofmemory |119| Resolve RpcTimeoutException and 502 errors in Spark Thrift on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-troubleshoot-rpctimeoutexception |120| Troubleshoot large result downloads via JDBC/ODBC and Thrift on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-troubleshoot-sparkexception-kryo-serialization-failed |121| Common Spark issues and fixes on Azure HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/spark/apache-troubleshoot-spark |122| Debug WASB file operations for HDInsight storage issues | https://learn.microsoft.com/en-us/azure/hdinsight/spark/troubleshoot-debug-wasb |123| Fix Jupyter Notebook creation issues on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/spark/troubleshoot-jupyter-notebook-convert |124| Troubleshoot Apache Oozie workflows on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/troubleshoot-oozie |125| Resolve Azure HDInsight resource creation capacity errors | https://learn.microsoft.com/en-us/azure/hdinsight/troubleshoot-resource-creation-fails |126| Troubleshoot script action failures in Azure HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/troubleshoot-script-action |127| Work around Sqoop import/export failures on ESP HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/troubleshoot-sqoop |128129### Best Practices130| Topic | URL |131|-------|-----|132| Use Azure Monitor logs for HDInsight availability | https://learn.microsoft.com/en-us/azure/hdinsight/cluster-availability-monitor-logs |133| Apply cluster management best practices in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/cluster-management-best-practices |134| Apply general best practices for HDInsight Enterprise Security | https://learn.microsoft.com/en-us/azure/hdinsight/domain-joined/general-guidelines |135| Plan and execute data migration to Azure HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/apache-hadoop-on-premises-migration-best-practices-data-migration |136| Apply infrastructure best practices for Azure HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/apache-hadoop-on-premises-migration-best-practices-infrastructure |137| Implement storage best practices for HDInsight migrations | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/apache-hadoop-on-premises-migration-best-practices-storage |138| Optimize HDInsight HBase with Accelerated Writes | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/apache-hbase-accelerated-writes |139| Apply HBase performance advisor recommendations on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/apache-hbase-advisor |140| Tune Apache Phoenix performance on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/apache-hbase-phoenix-performance |141| Tune Apache HBase performance on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/troubleshoot-hbase-performance-issues |142| Scale HiveServer2 on HDInsight using edge nodes | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-apps-install-hiveserver2 |143| Monitor HDInsight availability with Apache Ambari | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-cluster-availability |144| Create HDInsight clusters with secure transfer-enabled storage accounts | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-create-linux-clusters-with-secure-transfer-storage |145| Apply Linux-specific tips for Hadoop on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-linux-information |146| Optimize Apache Hive query performance on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-optimize-hive-query |147| Monitor and optimize HDInsight cluster performance | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-key-scenarios-to-monitor |148| Schedule and apply OS patches for HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-os-patching |149| Apply pre-creation best practices for HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-overview-before-you-start |150| Manually scale HDInsight clusters for workload patterns | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-scaling-best-practices |151| Apply gateway best practices for Hive on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/interactive-query/gateway-best-practices |152| Operate LLAP schedule-based autoscale on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/interactive-query/llap-schedule-based-autoscale-best-practices |153| Configure Kafka partition replicas for high availability | https://learn.microsoft.com/en-us/azure/hdinsight/kafka/apache-kafka-high-availability |154| Mirror Kafka topics between HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/kafka/apache-kafka-mirroring |155| Tune Kafka on HDInsight for optimal performance | https://learn.microsoft.com/en-us/azure/hdinsight/kafka/apache-kafka-performance-tuning |156| Configure managed disks to scale Kafka on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/kafka/apache-kafka-scalability |157| Migrate HDInsight Log Analytics data to new tables | https://learn.microsoft.com/en-us/azure/hdinsight/log-analytics-migration |158| Use Azure Storage effectively as HDInsight default filesystem | https://learn.microsoft.com/en-us/azure/hdinsight/overview-azure-storage |159| Leverage Data Lake Storage Gen2 with HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/overview-data-lake-storage-gen2 |160| Optimize Apache Spark job performance on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-perf |161| Manage Python packages for Jupyter on HDInsight Spark | https://learn.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-python-package-installation |162| Configure Spark Streaming on HDInsight for exactly-once processing | https://learn.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-streaming-exactly-once |163| Optimize Apache Spark cluster configuration on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/spark/optimize-cluster-configuration |164| Optimize data processing operations for Spark on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/spark/optimize-data-processing |165| Optimize data storage for Apache Spark on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/spark/optimize-data-storage |166| Tune Apache Spark memory usage on HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/spark/optimize-memory-usage |167| Safely manage JAR dependencies on HDInsight Spark | https://learn.microsoft.com/en-us/azure/hdinsight/spark/safely-manage-jar-dependency |168| Apply Apache Spark performance guidelines on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/spark/spark-best-practices |169| Use SparkCruise to optimize Spark queries on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/spark/spark-cruise |170171### Decision Making172| Topic | URL |173|-------|-----|174| Plan ETL at scale with Azure HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/apache-hadoop-etl-at-scale |175| Assess benefits of migrating on-premises Hadoop to Azure HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/apache-hadoop-on-premises-migration-motivation |176| Choose HDInsight tools for custom MapReduce jobs | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/apache-hadoop-run-custom-programs |177| Choose backup and replication options for HBase | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/apache-hbase-backup-replication |178| Migrate Apache HBase clusters to HDInsight 5.1 | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/apache-hbase-migrate-hdinsight-5-1 |179| Migrate HBase to HDInsight 5.1 with a new storage account | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/apache-hbase-migrate-hdinsight-5-1-new-storage-account |180| Migrate Apache HBase clusters to a newer HDInsight version | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/apache-hbase-migrate-new-version |181| Migrate HBase to new HDInsight version and storage account | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/apache-hbase-migrate-new-version-new-storage-account |182| Plan HDInsight cluster capacity and performance | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-capacity-planning |183| Plan for HDInsight component and version retirements | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-component-retirements-and-action-required |184| Compare storage services for Azure HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-compare-storage-options |185| Upgrade Azure HDInsight to Apache Ranger 2.3.0 | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-ranger-5-1-migration |186| Assess and migrate from retired HDInsight versions | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-retired-versions |187| Select appropriate VM sizes for HDInsight nodes | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-selecting-vm-size |188| Plan migration to newer Azure HDInsight cluster versions | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-upgrade-cluster |189| Size HDInsight Interactive Query (LLAP) clusters | https://learn.microsoft.com/en-us/azure/hdinsight/interactive-query/hive-llap-sizing-guide |190| Use Kafka MirrorMaker 2.0 for migration and replication | https://learn.microsoft.com/en-us/azure/hdinsight/kafka/kafka-mirrormaker-2-0-guide |191| Migrate Apache Kafka workloads from HDInsight 4.0 to 5.1 | https://learn.microsoft.com/en-us/azure/hdinsight/kafka/migrate-5-1-versions |192| Migrate Apache Kafka workloads from HDInsight 3.6 to 4.0 | https://learn.microsoft.com/en-us/azure/hdinsight/kafka/migrate-versions |193| Migrate HDInsight clusters from Basic to Standard Load Balancer | https://learn.microsoft.com/en-us/azure/hdinsight/load-balancer-migration-guidelines |194| Migrate Ambari configurations from HDInsight 4.x to 5.x | https://learn.microsoft.com/en-us/azure/hdinsight/migrate-ambari-recent-version-hdinsight |195196### Architecture & Design Patterns197| Topic | URL |198|-------|-----|199| Use Apache Ambari for HDInsight cluster management | https://learn.microsoft.com/en-us/azure/hdinsight/apache-ambari-usage |200| Understand HDInsight architecture with Enterprise Security Package | https://learn.microsoft.com/en-us/azure/hdinsight/domain-joined/apache-domain-joined-architecture |201| Design architecture for migrating on-premises Hadoop to HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/apache-hadoop-on-premises-migration-best-practices-architecture |202| Choose HDInsight business continuity architectures | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-business-continuity-architecture |203| Study HDInsight high availability and DR case design | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-high-availability-case-study |204| Understand HDInsight high availability architecture components | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-high-availability-components |205| Share one Data Lake Storage account across multiple HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-multiple-clusters-data-lake-store |206| Operationalize HDInsight data pipelines with Oozie | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-operationalize-data-pipeline |207| Design scalable streaming architectures with HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-streaming-at-scale-overview |208| Azure HDInsight virtual network architecture and resources | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-virtual-network-architecture |209| Design highly available Spark Streaming jobs on YARN in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-streaming-high-availability |210211### Limits & Quotas212| Topic | URL |213|-------|-----|214| Plan HDInsight log sizes and retention policies | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-log-management |215| Use supported node configurations for HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-supported-node-configuration |216| Use external metastores and understand HDInsight default metastore limits | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-use-external-metadata-stores |217| Request and manage HDInsight CPU core quota increases | https://learn.microsoft.com/en-us/azure/hdinsight/quota-increase-request |218219### Security220| Topic | URL |221|-------|-----|222| Configure managed identity access to Blob storage for HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/configure-azure-blob-storage |223| Configure double disk encryption for HDInsight data at rest | https://learn.microsoft.com/en-us/azure/hdinsight/disk-encryption |224| Configure HDInsight clusters with Entra Domain Services integration | https://learn.microsoft.com/en-us/azure/hdinsight/domain-joined/apache-domain-joined-configure-using-azure-adds |225| Create and configure HDInsight Enterprise Security Package clusters | https://learn.microsoft.com/en-us/azure/hdinsight/domain-joined/apache-domain-joined-create-configure-enterprise-security-cluster |226| Manage users, roles, and security for HDInsight ESP clusters | https://learn.microsoft.com/en-us/azure/hdinsight/domain-joined/apache-domain-joined-manage |227| Configure Apache Ranger policies for HBase with ESP | https://learn.microsoft.com/en-us/azure/hdinsight/domain-joined/apache-domain-joined-run-hbase |228| Configure Apache Ranger Hive policies in HDInsight ESP | https://learn.microsoft.com/en-us/azure/hdinsight/domain-joined/apache-domain-joined-run-hive |229| Set Apache Ranger policies for Kafka with ESP | https://learn.microsoft.com/en-us/azure/hdinsight/domain-joined/apache-domain-joined-run-kafka |230| Implement encryption in transit for Azure HDInsight nodes | https://learn.microsoft.com/en-us/azure/hdinsight/domain-joined/encryption-in-transit |231| Plan enterprise security options for Azure HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/domain-joined/hdinsight-security-overview |232| Secure Oozie workflows with HDInsight Enterprise Security | https://learn.microsoft.com/en-us/azure/hdinsight/domain-joined/hdinsight-use-oozie-domain-joined-clusters |233| Set up Azure HDInsight ID Broker for OAuth and MFA | https://learn.microsoft.com/en-us/azure/hdinsight/domain-joined/identity-broker |234| Configure LDAP sync for Ranger and Ambari in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/domain-joined/ldap-sync |235| Manage SSH access for Entra domain accounts on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/domain-joined/ssh-domain-accounts |236| Configure Private Link for HDInsight Kafka REST Proxy | https://learn.microsoft.com/en-us/azure/hdinsight/enable-private-link-on-kafka-rest-proxy-hdi-cluster |237| Implement Enterprise Security Package for HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/enterprise-security-package |238| Apply security and DevOps best practices for Azure HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hadoop/apache-hadoop-on-premises-migration-best-practices-security-devops |239| Manage Ambari Views permissions on ESP-enabled HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-authorize-users-to-ambari |240| Implement non-interactive .NET auth for HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-create-non-interactive-authentication-dotnet-applications |241| Use managed identities with Azure HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-managed-identities |242| Allow HDInsight management IPs in NSGs and routes | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-management-ip-addresses |243| Migrate to granular role-based access for HDInsight cluster configurations | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-migrate-granular-access-cluster-configurations |244| Enable Azure Private Link for HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-private-link |245| Restrict public connectivity for Azure HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-restrict-public-connectivity |246| Safely rotate HDInsight storage account access keys | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-rotate-storage-keys |247| Use HDInsight NSG service tags for management traffic | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-service-tags |248| Restrict HDInsight Blob data access using SAS tokens | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-storage-sharedaccesssignature-permissions |249| Synchronize Microsoft Entra users to HDInsight ESP clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-sync-aad-users-to-cluster |250| Create and manage Entra ID-authenticated HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-with-entra-authentication/create-clusters-with-entra |251| Configure ARM templates for Entra ID-enabled HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-with-entra-authentication/manage-entra-id-enabled-azure-hdinsight-clusters-with-arm-templates |252| Manage Entra ID-enabled HDInsight clusters via REST API | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-with-entra-authentication/manage-entra-id-enabled-cluster-with-rest-api |253| Configure security options for Hive in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/interactive-query/hdinsight-security-options-for-hive |254| Set up TLS and client auth for ESP Kafka clusters | https://learn.microsoft.com/en-us/azure/hdinsight/kafka/apache-esp-kafka-ssl-encryption-authentication |255| Configure TLS encryption and client auth for HDInsight Kafka | https://learn.microsoft.com/en-us/azure/hdinsight/kafka/apache-kafka-ssl-encryption-authentication |256| Secure Spark–Kafka streaming integration on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/kafka/secure-spark-kafka-streaming-integration-scenario |257| Fetch OAuth tokens from HDInsight to access Azure services | https://learn.microsoft.com/en-us/azure/hdinsight/msi-support-to-access-azure-services |258| Apply built-in Azure Policy definitions for HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/policy-reference |259| Configure Ranger policies for Spark SQL in HDInsight ESP | https://learn.microsoft.com/en-us/azure/hdinsight/spark/ranger-policies-for-spark |260| Configure TLS versions for Azure HDInsight gateways | https://learn.microsoft.com/en-us/azure/hdinsight/transport-layer-security |261| Configure HDInsight managed identity for SQL authentication | https://learn.microsoft.com/en-us/azure/hdinsight/use-managed-identity-for-sql-database-authentication-in-azure-hdinsight |262263### Configuration264| Topic | URL |265|-------|-----|266| Configure Ambari Web UI auto-logout timeout in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/ambari-web-ui-auto-logout |267| Connect HDInsight clusters to on-premises networks with VPN and DNS | https://learn.microsoft.com/en-us/azure/hdinsight/connect-on-premises-network |268| Configure HBase cluster replication in Azure VNets | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/apache-hbase-replication |269| Use HBCK2 to repair HBase on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hbase/how-to-use-hbck2-tool |270| Check HDInsight 4.0 open-source component versions | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-40-component-versioning |271| Check HDInsight 5.x open-source component versions | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-5x-component-versioning |272| Manage HDInsight clusters using Azure CLI commands | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-administer-use-command-line |273| Automate HDInsight cluster management with PowerShell | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-administer-use-powershell |274| Configure and use empty edge nodes in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-apps-use-edge-node |275| Configure HDInsight Autoscale policies and limits | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-autoscale-clusters |276| Tune HDInsight cluster settings using Ambari | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-changing-configs-via-ambari |277| Review bundled open-source components and versions in HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-component-versioning |278| Configure Azure HDInsight VS Code extension settings | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-config-for-vscode |279| Create and configure VNets, NSGs, and DNS for HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-create-virtual-network |280| Configure custom Ambari database for HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-custom-ambari-db |281| Preload Apache Hive libraries during HDInsight cluster creation | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-add-hive-libraries |282| Add extra Azure Storage accounts to existing HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-add-storage |283| Programmatically customize HDInsight cluster configuration with bootstrap | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-customize-cluster-bootstrap |284| Customize HDInsight clusters using script actions | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-customize-cluster-linux |285| Connect to Azure HDInsight clusters using SSH | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-linux-use-ssh-unix |286| Enable Azure Monitor logs for HDInsight cluster operations | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-oms-log-analytics-tutorial |287| Reference ports for Hadoop services on HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-port-settings-for-services |288| Configure and customize HDInsight clusters across tools | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-provision-linux-clusters |289| Develop script actions to configure Azure HDInsight clusters | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-script-actions-linux |290| Configure SSH tunneling to access HDInsight web UIs | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-linux-ambari-ssh-tunnel |291| Secure HDInsight outbound traffic using Azure Firewall | https://learn.microsoft.com/en-us/azure/hdinsight/hdinsight-restrict-outbound-traffic |292| Custom-tune HDInsight Autoscale advanced settings | https://learn.microsoft.com/en-us/azure/hdinsight/how-to-custom-configure-hdinsight-autoscale |293| Configure Apache Hive replication on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/interactive-query/apache-hive-replication |294| Migrate Hive default metastore to external SQL Database on HDInsight | https://learn.microsoft.com/en-us/azure/hdinsight/interactive-query/hive-default-metastore-export-import |295| Configure Hive LLAP workload296297…(truncated)
ComeOnOliver