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Docs: Add flink iceberg connector #3085
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| Apache Flink supports creating Iceberg table directly without creating the explicit Flink catalog in Flink SQL. That means we can just create an iceberg table by specifying `'connector'='iceberg'` table option in Flink SQL which is similar to usage in the Flink official [document](https://nightlies.apache.org/flink/flink-docs-release-1.13/docs/connectors/table/overview/). | ||
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| In Flink, the SQL `CREATE TABLE test (..) WITH ('connector'='iceberg', ...)` will create an Flink table in current Flink catalog (use [GenericInMemoryCatalog](https://ci.apache.org/projects/flink/flink-docs-release-1.13/docs/dev/table/catalogs/#genericinmemorycatalog) by default), | ||
| which is just mapping to the underlying iceberg table instead of maintaining iceberg table directly in current Flink catalog. | ||
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| To create the table in Flink SQL by using SQL syntax `CREATE TABLE test (..) WITH ('connector'='iceberg', ...)`, Flink iceberg connector provides the following table properties: | ||
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| * `connector`: Use the constant `iceberg`. | ||
| * `catalog-name`: User-specified catalog name. It's required because the connector don't have any default value. | ||
| * `catalog-type`: Default to use `hive` if don't specify any value. The optional values are: | ||
| * `hive`: The Hive metastore catalog. | ||
| * `hadoop`: The hadoop catalog. | ||
| * `custom`: The customized catalog, see [custom catalog](./custom-catalog.md) for more details. | ||
| * `catalog-database`: The iceberg database name in the backend catalog, use the current flink database name by default. | ||
| * `catalog-table`: The iceberg table name in the backend catalog. Default to use the table name in the flink `CREATE TABLE` sentence. | ||
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| ## Table managed in Hive catalog. | ||
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| Before executing the following SQL, please make sure you've configured the Flink SQL client correctly according to the quick start [document](./flink.md). | ||
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| The following SQL will create an Flink table in the current Flink catalog, which maps to the iceberg table `default_database.iceberg_table` managed in iceberg catalog. | ||
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| ```sql | ||
| CREATE TABLE flink_table ( | ||
| id BIGINT, | ||
| data STRING | ||
| ) WITH ( | ||
| 'connector'='iceberg', | ||
| 'catalog-name'='hive_prod', | ||
| 'uri'='thrift://localhost:9083', | ||
| 'warehouse'='hdfs://nn:8020/path/to/warehouse' | ||
| ); | ||
| ``` | ||
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| If you want to create a Flink table mapping to a different iceberg table managed in Hive catalog (such as `hive_db.hive_iceberg_table` in Hive), then you can create Flink table as following: | ||
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| ```sql | ||
| CREATE TABLE flink_table ( | ||
| id BIGINT, | ||
| data STRING | ||
| ) WITH ( | ||
| 'connector'='iceberg', | ||
| 'catalog-name'='hive_prod', | ||
| 'catalog-database'='hive_db', | ||
| 'catalog-table'='hive_iceberg_table', | ||
| 'uri'='thrift://localhost:9083', | ||
| 'warehouse'='hdfs://nn:8020/path/to/warehouse' | ||
| ); | ||
| ``` | ||
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| !!! Note | ||
| The underlying catalog database (`hive_db` in the above example) will be created automatically if it does not exist when writing records into the Flink table. | ||
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| ## Table managed in hadoop catalog | ||
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| The following SQL will create a Flink table in current Flink catalog, which maps to the iceberg table `default_database.flink_table` managed in hadoop catalog. | ||
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| ```sql | ||
| CREATE TABLE flink_table ( | ||
| id BIGINT, | ||
| data STRING | ||
| ) WITH ( | ||
| 'connector'='iceberg', | ||
| 'catalog-name'='hadoop_prod', | ||
| 'catalog-type'='hadoop', | ||
| 'warehouse'='hdfs://nn:8020/path/to/warehouse' | ||
| ); | ||
| ``` | ||
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| ## Table managed in custom catalog | ||
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| The following SQL will create a Flink table in current Flink catalog, which maps to the iceberg table `default_database.flink_table` managed in custom catalog. | ||
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| ```sql | ||
| CREATE TABLE flink_table ( | ||
| id BIGINT, | ||
| data STRING | ||
| ) WITH ( | ||
| 'connector'='iceberg', | ||
| 'catalog-name'='custom_prod', | ||
| 'catalog-type'='custom', | ||
| 'catalog-impl'='com.my.custom.CatalogImpl', | ||
| -- More table properties for the customized catalog | ||
| 'my-additional-catalog-config'='my-value', | ||
| ... | ||
| ); | ||
| ``` | ||
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| Please check sections under the Integrations tab for all custom catalogs. | ||
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| ## A complete example. | ||
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| Take the Hive catalog as an example: | ||
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| ```sql | ||
| CREATE TABLE flink_table ( | ||
| id BIGINT, | ||
| data STRING | ||
| ) WITH ( | ||
| 'connector'='iceberg', | ||
| 'catalog-name'='hive_prod', | ||
| 'uri'='thrift://localhost:9083', | ||
| 'warehouse'='file:///path/to/warehouse' | ||
| ); | ||
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| INSERT INTO flink_table VALUES (1, 'AAA'), (2, 'BBB'), (3, 'CCC'); | ||
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| SET execution.result-mode=tableau; | ||
| SELECT * FROM flink_table; | ||
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| +----+------+ | ||
| | id | data | | ||
| +----+------+ | ||
| | 1 | AAA | | ||
| | 2 | BBB | | ||
| | 3 | CCC | | ||
| +----+------+ | ||
| 3 rows in set | ||
| ``` | ||
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| For more details, please refer to the Iceberg [Flink document](./flink.md). | ||
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@@ -75,7 +75,9 @@ nav: | |
| - Maintenance Procedures: spark-procedures.md | ||
| - Structured Streaming: spark-structured-streaming.md | ||
| - Time Travel: spark-queries/#time-travel | ||
| - Flink: flink.md | ||
| - Flink: | ||
| - Getting Started: flink.md | ||
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Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I am thinking we might want to break down the flink documentation like Spark (no need to do in this PR), just to make it more consistent between the 2 and easier to navigate. What do you think?
Member
Author
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Yes, I think it's necessary to break the flink into more pages so that people could get the correct point in the separate page. We will also introduce more feature for iceberg flink integration work, such as flink table maintaince API , flip-27 unified source/sink etc. I will prefer to publish a separate PR to address the break-down thing, let this one focus on adding the iceberg flink connector. |
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| - Flink Connector: flink-connector.md | ||
| - Hive: hive.md | ||
| - Trino: https://trino.io/docs/current/connector/iceberg.html | ||
| - PrestoDB: https://prestodb.io/docs/current/connector/iceberg.html | ||
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The reason will be displayed to describe this comment to others. Learn more.
nit: a Flink table