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feat: Add FlinkKAfkaToIceberg Application
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...link/flink-sql-iceberg/src/test/kotlin/com/github/lambda/lakehouse/FlinkKafkaToIceberg.kt
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package com.github.lambda.lakehouse | ||
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import io.github.oshai.kotlinlogging.KotlinLogging | ||
import org.apache.flink.configuration.Configuration | ||
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment | ||
import org.apache.flink.table.api.Table | ||
import org.apache.flink.table.api.TableEnvironment | ||
import org.apache.flink.table.api.bridge.java.StreamTableEnvironment | ||
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private val logger = KotlinLogging.logger {} | ||
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fun main() { | ||
val tableEnv: TableEnvironment = buildTableEnvironment() | ||
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val tableRawCustomers: Table = buildSourceTable("raw_customers", tableEnv) | ||
val tableAggrCustomers: Table = buildSinkTable("inventory", "aggr_customers", tableEnv) | ||
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logger.info { "Table Raw Customers: $tableRawCustomers" } | ||
logger.info { "Table Raw Customers: $tableAggrCustomers" } | ||
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tableEnv.executeSql("INSERT INTO aggr_customers SELECT id, weight FROM raw_customers") | ||
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} | ||
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fun buildTableEnvironment(): StreamTableEnvironment { | ||
// TODO (Kun): Handle Parameters | ||
// - https://nightlies.apache.org/flink/flink-docs-master/docs/dev/datastream/application_parameters/ | ||
val conf = Configuration() | ||
val env = StreamExecutionEnvironment.createLocalEnvironmentWithWebUI(conf) | ||
env.checkpointConfig.checkpointInterval = 10000L | ||
// env.getCheckpointConfig().setCheckpointingMode(CheckpointingMode.EXACTLY_ONCE); | ||
// env.setStateBackend(new EmbeddedRocksDBStateBackend()); | ||
// env.getCheckpointConfig().setCheckpointStorage("file:///tmp/flink-checkpoint"); | ||
// env.setDefaultSavepointDirectory("file:///tmp/flink-savepoint"); | ||
return StreamTableEnvironment.create(env) | ||
} | ||
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fun buildSinkTable(dbName: String, tableName: String, tableEnv: TableEnvironment): Table { | ||
val query = """ | ||
CREATE TABLE $tableName ( | ||
id BIGINT, | ||
weight DECIMAL(38, 10), | ||
PRIMARY KEY (id) NOT ENFORCED | ||
) WITH ( | ||
'connector' = 'iceberg', | ||
'catalog-name' = 'iceberg', | ||
'catalog-database' = '$dbName', | ||
'catalog-table' = '$tableName', | ||
'uri' = 'thrift://localhost:9083', | ||
'warehouse' = 's3a://datalake' | ||
); | ||
""" | ||
tableEnv.executeSql(query) | ||
tableEnv.executeSql("SHOW CREATE TABLE $tableName").print() | ||
return tableEnv.from("$tableName") | ||
} | ||
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fun buildSourceTable(tableName: String, tableEnv: TableEnvironment): Table { | ||
val query = """ | ||
CREATE TABLE $tableName ( | ||
origin_ts TIMESTAMP(3) METADATA FROM 'value.ingestion-timestamp' VIRTUAL, | ||
event_time TIMESTAMP(3) METADATA FROM 'value.source.timestamp' VIRTUAL, | ||
origin_database STRING METADATA FROM 'value.source.database' VIRTUAL, | ||
origin_schema STRING METADATA FROM 'value.source.schema' VIRTUAL, | ||
origin_table STRING METADATA FROM 'value.source.table' VIRTUAL, | ||
origin_properties MAP<STRING, STRING> METADATA FROM 'value.source.properties' VIRTUAL, | ||
id BIGINT, | ||
name STRING, | ||
description STRING, | ||
weight DECIMAL(38, 10) | ||
) WITH ( | ||
'connector' = 'kafka', | ||
'topic' = 'cdc-json.inventory.data.inventory.customers', | ||
'properties.bootstrap.servers' = 'localhost:9092', | ||
'properties.group.id' = 'testGroup', | ||
'properties.auto.offset.reset' = 'earliest', | ||
'scan.startup.mode' = 'earliest-offset', | ||
'format' = 'debezium-json', | ||
'debezium-json.schema-include' = 'true', | ||
'debezium-json.ignore-parse-errors' = 'false' | ||
); | ||
""" | ||
tableEnv.executeSql(query) | ||
tableEnv.executeSql("SHOW CREATE TABLE $tableName").print() | ||
return tableEnv.from(tableName) | ||
} |