Apache Iceberg in Cloudera Data Platform
Apache Iceberg is a cloud-native, high-performance open table format for organizing petabyte-scale analytic datasets on a file system or object store. Combined with Cloudera Data Platform (CDP), users can build an open data lakehouse architecture for multi-function analytics and to deploy large scale end-to-end pipelines.
Open data lakehouse on CDP simplifies advanced analytics on all data with a unified platform for structured and unstructured data and integrated data services to enable any analytics use case from ML, BI to stream analytics and real-time analytics. Apache Iceberg is the secret sauce of the open lakehouse.
The following table shows the support for Iceberg in CDP and below the table Iceberg versions v1 and v2 are defined:
Release |
Iceberg support level | SQL Engine | ||||
---|---|---|---|---|---|---|
Impala | Hive | Spark | NiFi | Flink | ||
Public Cloud Data Services | GA | v1, v2: create table, read, insert, delete, update | v1, v2: create table, read, insert, update, and delete | v1, v2: create table, read, insert, update, and delete | v1, v2: read and insert | N/A |
Data Hub 7.2.16.2 | GA | v1, v2: create table, read | v1: create table, read, insert, update, delete | v1, v2: create table, read, insert, update, and delete | v1, v2: read and insert | v1: create table, read, and insert |
Data Hub 7.2.17 | GA | v1, v2: create table, read, insert, | v1, v2: create table, read, insert, update, delete | v1, v2: create table, read, insert, update, and delete | v1, v2: read and insert | v1, v2: create table, read, append, overwrite *** |
Data Hub 7.2.18 | GA | v1, v2: create table, read, insert, update, and delete | v1, v2: create table, read, insert, update, delete | v1, v2: create table, read, insert, update, and delete | v1, v2: read and insert | v1, v2: create table, read, append, overwrite *** |
Private Cloud Data Services 1.5.1 2023.0.13.0-20 | Technical Preview (7.1.7 Base, 7.1.8 Base) | v1, v2: create table, read | v1, v2: create table, read, insert, update, and delete | v1, v2: create table, read, insert, update, and delete | No Private Cloud support | No Private Cloud support |
Private Cloud Data Services 1.5.2 | GA (7.1.9 Base) Technical Preview (7.1.7 Base, 7.1.8 Base) | v1, v2: create table, read, insert, and delete | v1, v2: create table, read, insert, update, and delete | v1, v2: create table, read, insert, update, and delete | v1, v2: read and insert (7.1.9 Base) | v1, v2: create table, read, and insert (7.1.9 Base) |
Private Cloud Data Services 1.5.3 | GA (7.1.9 Base) Technical Preview (7.1.7 Base, 7.1.8 Base) | v1, v2: create table, read, insert, update, and delete | v1, v2: create table, read, insert, update, and delete | v1, v2: create table, read, insert, update, and delete | v1, v2: read and insert (7.1.9 Base) | v1, v2: create table, read, and insert (7.1.9 Base) |
Base 7.1.7 SP2, 7.1.8 | No Iceberg support | |||||
Base 7.1.9 | GA | v1, v2: create table, read, insert | No Iceberg support | v1, v2: create table, read, insert, update, and delete |
v1, v2: read and insert |
v1, v2: create table, read, and insert |
** The support for delete operations, except from Flink, shown in this table is limited to position deletes. Equality deletes are not supported in these releases except from Flink.
*** Iceberg v2 updates and deletes from Flink are a technical preview in CDP Public Cloud 7.2.17.
- v1
Defines large analytic data tables using open format files.
- v2
Specifies ACID compliant tables including row-level deletes and updates.
Release | Docs | Iceberg Support Level |
---|---|---|
Open Data Lakehouse (Cloudera Private Cloud Base 7.1.9) | Iceberg in Open Data Lakehouse | GA |
Iceberg support for Atlas | GA | |
SQL Stream Builder with Iceberg (CSA 1.11) and Flink with Iceberg (CSA 1.11) Iceberg replication policies | GA | |
Data Engineering (CDE) Public Cloud | Using Iceberg | GA |
Data Warehouse (CDW) Public Cloud | Iceberg features | GA |
Data Engineering (CDE) Private Cloud | Using Iceberg | Technical Preview |
Data Warehouse (CDW) Private Cloud | Iceberg introduction Moving data into Iceberg tables on CDW | GA (7.1.9 Base), Technical Preview (7.1.7-7.1.8 Base) |
Public Cloud Data Hub 7.2.16 and later | Iceberg features | Technical Preview |
Public Cloud Data Hub 7.2.17 and later | Iceberg in Apache Atlas | Technical Preview |
Streaming Analytics Iceberg support in Flink | GA | |
Flink/Iceberg connector | GA | |
Using NiFi to ingest data into CDP Public Cloud CDW in Iceberg table format | GA | |
Public Cloud Data Hub 7.2.18 | Iceberg in Apache Atlas | GA |
Flow Management for CDP Private Cloud | Using the PutIcebergCDC processor | Technical Preview |
Using NiFi to ingest data into CDP Private Cloud Data Warehouse in Iceberg table format | GA | |
DataFlow (CDF) Public Cloud | Using the Kafka to Apache Iceberg ReadyFlow | GA |
Cloudera Machine Learning (CML) Public Cloud | Connection to Iceberg | GA |