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Release Notes

Acceldata ODP 3.3.6.6 Release Notes

Supported Apache Component Versions New Features Enhancements Bug Fixes Fixed CVEs Known Limitations

What is ODP

Introduction to Open Source Data Platform (ODP) Search Acceldata Documentation

Installation

Getting Started

Apache Ambari Installation and Cluster Setup

Pre-installation Preparation

Software and Memory Requirements

Install Python 3.11 in Ubuntu 20

Maximum Open Files Configuration Data Collection and Environment Preparation

Setting up the Environment

Configuring Password-less SSH Enable NTP on Cluster and Browser Host Edit the Host File and Set the Hostname Edit the Network Configuration File Configuring iptables Disable SELinux, PackageKit, and check the umask Value

Obfuscating LDAP Bind Password in Ambari

Using an Existing Database or Installing a Default One

Using a Local Repository

Deploying ODP In Production Data Centers With Firewalls

Accessing Acceldata Repositories (For 3.3.6.6)

Ambari Repositories ODP Stack Repositories Utility Repositories

Installing Ambari

Installing the Ambari Server Set up the Ambari Server Installing the Ambari Agents Manually

Cluster Deployment and Configuration

Start the Ambari Server Log in to Apache Ambari Launch the Cluster Install Wizard Cluster Naming and Version Selection Configuring Ambari with RedHat Satellite or Spacewalk Installation Options Host Confirmation Service Selection Master, Slave, and Client node Assignment Service Customization Review Install, Start, or Test Finalization and Completion Guide for Management Packs Adding a New Node to the ODP Cluster

Using Oracle Database with ODP

Using Ambari with Oracle Using Hive with Oracle Using Oozie with Oracle Using Ranger and RangerKMS with Oracle Using Hue with Oracle Using Schema Registry with Oracle

Component User guide and Installation Instructions

Oozie

Overview and Architecture Installation, Configuration, and Job Submission Monitor SeaTunnel Connector Reference: Validated examples Troubleshooting and Tuning Security Kerberos, Ranger, Knox, and ACLs Performance Benchmarks ODP-Specific Additions Compared to Apache SeaTunnel SeaTunnel FAQs

Configure Ranger Authorization for Airflow 3

Single Node Installation Multi Node Installation Advanced Configurations Installing Custom Packages in Apache Airflow Airflow Log Clean-up and DAG Management Apache Airflow Logging Guide Running Apache Airflow Commands via CLI

Understand ClickHouse Explore the Architecture Follow Best Practices Install ClickHouse Manage Configuration Files Apply Security and Governance Connect Integrations Use Interfaces and Tools

Enabling Kerberos in Druid Enabling LDAP on Druid Enabling SSL on Druid Obfuscating LDAP Bind Password for Druid

Flink Impala

Jupyter Prerequisites Installing JupyterHub via Mpack Handling HDFS and YARN Permissions Configuring YarnSpawner and HDFSCM Debugging Issues with YarnSpawner and HDFSCM Enabling SSL for JupyterHub Configuring Databases for JupyterHub Jupyter Authentication Documentation for Spark Notebook Examples Error in Submitting YARN Job Custom Packages Installation in JupyterHub Notebook Tensorflow with Jupyterhub Ray with JupyterHub Pytorch on Jupyterhub Streamlit on Jupyterhub Jupyterhub with Multi Spark and Additional Kernals

Kafka Connect Kafka MirrorMaker2 Cruise Control Configure Kafka Tiered-Storage with S3

Kafka3 Connect Kafka3 MirrorMaker2 Kafka3 Cruise Control Zookeeper to Kraft Migration Deploy Standalone Kafka Deploy Standalone Cruise Control

Kafka4 Cruise Control Deploy Standalone Kafka 4 Deploy Standalone Kafka 4 Cruise Control

Upgrade Standalone Kafka 4

Rolling Upgrade from Kafka 3 to Kafk 4 In-Place Upgrade from Kafka 3 to Kafka 4 Sidecar (Rolling) Upgrade from Kafka 3 to Kafka 4

Kafka 4 MirrorMaker2 Kafka 4 Connect

Configure Okta SSO for Apache Knox

Install Kudu using Ambari Mpack Uninstall Kudu using Ambari Mpack

Configure and Secure Kudu

Configure Kudu Flags, SSL, and Superuser ACLs Secure Kudu with Kerberos and Ranger Enable Audit Support for Kudu Enable Encryption at Rest for Kudu

Administer Kudu

Access and Use Kudu Tables Check Kudu Cluster Health with ksck Back Up and Restore Kudu Tables Add a Kudu Master Perform a Rolling Restart Apply Final Configuration Updates Additional Administration Considerations for Apache Kudu Verify Kudu Status After Migration

Remove Kudu Masters

Remove Kudu Masters (Ambari Multi-Master) Important Considerations for Master Removal and Recovery

Known Limitations in Apache Kudu

Modern Open Table Format integration with ODP

Hudi

Iceberg with Spark Iceberg with Hive Known Limitations Iceberg

Delta Lake with Spark Deploy the Delta-Hive Connector Known Limitations of Delta Lake

NiFi Upgrade Toolkit: High-Level Design for Upgrading ODP NiFi 1.x to 2.7.2 NiFi Upgrade Standalone Toolkit — Usage Guide 3-Node NiFi 2.7.2 Standalone Cluster Setup Guide

Ozone Configurations Ozone Installation Ozone Command Line Interface Working with Ozone File System Using Ozone S3 Gateway

Ozone2 Storage Elements Ozone Environment Details Configure Ozone Install Ozone2 Ozone2 Command Line Interface Working with Ozone File System Using Ozone2 S3 Gateway Ozone2 Known Issues / Limitations

Introduction to Apache Pinot Apache Pinot Sizing Guide Install Pinot via Mpack Install Knox Batch Import using Local File Streaming Ingestion Example with Kafka 2/Kafka 3 Configure Schema and Tables in a Kerberized Environment Apache Pinot Batch Import using HDFS Operational Workflow of Pinot Leverage HDFS as Deep Storage for Real-Time Tables Pinot Known Limitations

Schema Registry

Apache Spark 4.1.1

Connectivity Structured Streaming Feature Summary Spark Reference SQL Features PySpark Improvements Data Sources and Extensions Custom Functions Usability Run Spark with Velox

Access Hive Tables with Spark

Access Hive Managed ACID Tables with Spark 3 Use Hive Warehouse Connector with Spark Use Hive Warehouse Connector with Spark 4

Known Limitations

Spark 4.1.1 Shuffle Service Limitation on JDK 11

Introduction to Trino Trino Capacity Planning Install Trino via Mpack Set up Trino SSL Set up Trino Knox Set up Trino Ranger (For 3.3.6.x-x or later) Trino Supported Connectors Configure JMX Troubleshooting Trino Configure Trino Client

Configure Trino Resource Group

Trino Resource Groups Overview Configure Trino Authentication and Resource Groups Verify Resource Group Configuration Directory Provider Configuration Reference

Trino Known Limitations

Introduction to Trino Gateway Prerequisites and Requirements Managing the Trino Gateway Mpack Installing and Configuring Trino Gateway Trino Gateway Usage Querying Trino Through Trino Gateway Routing Rules Trino Gateway LDAP Authentication Trino Gateway Known Issues

Get Started with MLflow Manage the ML Lifecycle using MLflow Use MLflow in Real-World Projects Set up MySQL as MLflow's Backend Store Set up PostgreSQL as MLflow’s Backend Store Install MLflow using Ambari Mpack Run MLflow in Local or Remote Mode Store MLflow Artifacts in HDFS Store MLflow Artifacts in S3 Install NGINX and Configure for MLflow Configure Basic Authentication for MLflow

Integrate HBase-Spark Run Spark Rapids

Obfuscating LDAP Bind Password for Zeppelin

Why Ranger-S3: Addressing Current Limitations S3 Plugin Implementation Architecture Ranger Prerequisites Ranger Implementation Ranger Limitations

Introduction to Celeborn Celeborn vs YARN External Shuffle Service Architecture Overview Prerequisites for Celeborn Deploy Celeborn with Ambari Mpack Configuration Reference Engine Integration Security Configuration Configure Storage Quota Management Worker Tags Monitoring and Metrics Performance Tuning Capacity Planning Troubleshooting Celeborn Appendix

Introduction Install Superset

Connector Support

Superset Pinot testing - Batch Data Superset Pinot testing - Stream Data Superset Impala Testing Superset Hive Testing Superset Druid Testing Superset Clickhouse Testing Superset Trino Testing Superset MySQL Testing Superset Postgres Testing

Access the Superset UI Administration and User Roles Uninstall Superset

Connect to a Spark Connect Server from a Laptop Spark 4 Connect

Install the Hue mpack Configure the Hue metastore Configure Hive with Hue Configure YARN with Hue Configure Livy, Spark, and PySpark with Hue Configure Impala with Hue Configure HDFS with Hue Configure Trino with Hue Remove the Hue mpack

Ranger ABFS Plugin

Overview Prerequisites

Configure the Ranger ABFS Plugin

Configure the Azure Environment Create a Service Principal Add ADLS ACL Principals to Ranger

Configure Azure Endpoint SSL Properties in Ranger Configure the Ranger ABFS Service Create Ranger ABFS Policies Known Limitations

Migrate Spark 2 Workloads to Spark 3

Ranger GCS Plugin

Prerequisites Configure the Ranger GCS Plugin Access Mapping Ranger GCS Plugin Known Limitations

Upgrade Instructions

Upgrade Path

Master Upgrade from 3.3.6.x-x to 3.3.6.6

Backup Ambari Configuration (Mpacks) Prerequisites for Upgrade Add the VDF File Configure Backup for Stack Components Stop, Delete, and Uninstall Mpack Services from Ambari Service Checks for Components Disable Service Auto-Start Resolve systemd-dbus Package Installation Conflicts Install ODP Packages

ODP Stack Upgrade

ODP Rolling upgrade ODP Express Upgrade

Upgrade Ambari Server Upgrade Infra-solr Mpacks Upgrade or Install Upgrade Ambari Agents

Configure JDK 17 Environment Changes

Configure the Java 17 Flags Manually

YARN MapReduce Tez Hive Oozie RangerKMS Hadoop Infra-solr

Configure the Java 17 Flags Automatically Using a Script

Resume and Finalize the ODP Stack Upgrade

Master Upgrade from 3.2.3.x-x to 3.3.6.6

Backup Ambari Configuration (Mpacks) Prerequisites for Upgrade Add the VDF File Configure Backup for Stack Components Stop, Delete, and Uninstall Mpack Services from Ambari Service Checks for Components Disable Service Auto-Start Resolve systemd-dbus Package Installation Conflicts Copy Install ODP Packages

Upgrade ODP using the Express Upgrade option

ODP Upgrade Halt State

Ambari Agents Upgrade Infra Solr Upgrade Mpacks Upgrade Ambari Server Upgrade

Configure JDK 17 Environment Changes

Configure the Java 17 Flags Automatically Using a Script

Configure the Java 17 Flags Manually

YARN MapReduce Druid HBase Hadoop Hive Tez Oozie Infra-solr RangerKMS ZooKeeper Pinot YARN Spark Shuffle Services

Resume and Finalize the ODP Stack Upgrade

Sanity Check Troubleshooting Upgrade: Known Issues FAQs About Upgrade

Upgrade Standalone Kafka

In-Place Upgrade from Kafka 2 to Kafka 3 Sidecar (Rolling) Upgrade from Kafka 2 to Kafka 3 Rolling Upgrade from Kafka 2 to Kafka 3

Downgrade Instructions

Downgrade Instructions

Reference Guide

Ambari Admin Guide

Using the Administrator Role in Ambari Web Setting up Ambari to use an Internet proxy server Managing Cluster Roles Managing Versions Managing Local Users Ambari High Availability Setup

Administering HDFS Managing and Monitoring a Cluster Managing High Availability Configuring Dynamic Management for HDFS NameNode and DataNode Enhance Replication and Decommissioning process Setting Hadoop Service Log Levels at Runtime

Configuring ADLS Gen2 with ODP Configuring ODP with GCS Configuring ODP with AWS S3 using S3A Configure Apache Hive with S3A

Configuring Ports Controlling ODP Services Manually HDFS Router Federation

Set up the ODBC and JDBC Connections

Set up the Hive and Impala ODBC Connection Set up the Hive and Impala JDBC Connection

Securing Hive with KNOX Set up HAProxy Load Balancer for HiveServer2

HDFS: Separate RPC Queues and Enable Lifeline Protocol

Erasure Coding for Data Durability

Understanding Erasure Coding Policies Comparing Replication and Erasure Coding Best Practices for Rack and Node Setup for EC Prerequisites for Enabling Erasure Coding Limitations of Erasure Coding Using Erasure Coding for Existing Data Using Erasure Coding for New Data Advanced Erasure Coding Configuration Erasure Coding CLI Commands Erasure Coding Examples

Guidelines for Enabling Ranger Auditing on Supported Plugins

Enabling Ranger HDFS Audits Enabling Ranger Solr Audits

Migrating Oozie Workflows to Airflow DAGs (O2A)

Convert Oozie Workflows to Airflow DAGs Bulk Workflow Migration Shell Example Hive/Hive2 Example Known Limitations (O2A) Errors You May Encounter Unsupported Features (O2A)

Security Guide

Replacing Knox Self-Signed Certificate with CA Certificate Enabling SSL for Services Using Bash Script Enabling Kerberos in an ODP Cluster Bash Scripts for Automated Tasks Securing NiFi with Existing CA Certificates Configuring SSL for the Ambari Server Accessing a Kerberized UI Firefox Configure Ranger Admin and Usersync with SSSD or Centrify Enabling Cross-Cluster and Cross-Realm Kerberos Authentication for Hadoop Data Migration

Providing Authorization with Apache Ranger Configuring Ambari Authentication for LDAP/AD Securing HiveServer2 with LDAP Authentication Configuring Ranger Admin High Availability (HA)

Enabling the ODP Ranger KMS High Availability (HA) and Troubleshooting Disabling High Availability (HA) in ODP Ranger KMS Copying the Encrypted Data Between Two ODP Clusters Using Ranger KMS

ODP Password Obfuscation Guide

Troubleshooting Guide

Troubleshooting ODP

Ambari Troubleshooting HDFS NameNode Heap Estimation Troubleshooting premature swapping Troubleshooting the Kerberos Configuration Issues in Ambari Troubleshooting JVM: JStack, Heap Dumps and JFR

HBase Consistency Checker 2 (HBCK2)

Introduction to HBCK2 General Usage and Invocation

HBCK 2 Commands

addFsRegionsMissingInMeta (Hbck2) assigns (Hbck2) bypass (Hbck2) extraRegionsInMeta (Hbck2) filesystem (Hbck2) fixMeta (Hbck2) generateMissingTableDescriptorFile (Hbck2) recoverUnknown (Hbck2) regionInfoMismatch (Hbck2) replication (Hbck2) reportMissingRegionsInMeta (Hbck2) setRegionState (Hbck2) setTableState (Hbck2) scheduleRecoveries (Hbck2) unassigns (Hbck2)

Troubleshooting ODP SSL, Keystore, and Truststore

What is SSL? Key Concepts: Keystore and Truststore Types of Certificates How to Check the Certificate Type? JKS Creation and Management Extracting Certificates and Keys Checking Subject Alternative Name (SAN) and Extensions Creating a Keystore in PKCS12 Format TLS Verification Checking SSL Ciphers Additional SSL Troubleshooting Commands Troubleshooting Ambari SSL and LDAPS Setup Services SSL and Truststore Configuration Configure the Ranger Plugin Truststore SSL SSL Troubleshooting for Hadoop Clusters SSL/TLS Security Best Practices for Hadoop Clusters

Uninstall ODP

Complete Uninstallation of ODP

ODP › Component User guide and Installation Instructions › Known Limitations

Last updated: Oct 27, 2026 08:25 UTC

Known Limitations

Celeborn is not supported in Spark 4.1.1 but is supported in the Spark 3 version.

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