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[FLINK-28834][examples-table] Add temporal join example and IT test
This closes apache#20464
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...ble/src/main/java/org/apache/flink/table/examples/java/basics/TemporalJoinSQLExample.java
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/* | ||
* Licensed to the Apache Software Foundation (ASF) under one | ||
* or more contributor license agreements. See the NOTICE file | ||
* distributed with this work for additional information | ||
* regarding copyright ownership. The ASF licenses this file | ||
* to you under the Apache License, Version 2.0 (the | ||
* "License"); you may not use this file except in compliance | ||
* with the License. You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
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package org.apache.flink.table.examples.java.basics; | ||
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import org.apache.flink.streaming.api.datastream.DataStream; | ||
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; | ||
import org.apache.flink.table.api.DataTypes; | ||
import org.apache.flink.table.api.Schema; | ||
import org.apache.flink.table.api.Table; | ||
import org.apache.flink.table.api.bridge.java.StreamTableEnvironment; | ||
import org.apache.flink.table.connector.ChangelogMode; | ||
import org.apache.flink.types.Row; | ||
import org.apache.flink.types.RowKind; | ||
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import java.time.Instant; | ||
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/** | ||
* Example for demonstrating the use of temporal join between a table backed by a {@link DataStream} | ||
* and a table backed by a change log stream. | ||
* | ||
* <p>In particular, the example shows how to | ||
* | ||
* <ul> | ||
* <li>create a change log stream from elements | ||
* <li>rename the table columns | ||
* <li>register a table as a view under a name, | ||
* <li>run a stream temporal join query on registered tables, | ||
* <li>and convert the table back to a data stream. | ||
* </ul> | ||
* | ||
* <p>The example executes a single Flink job. The results are written to stdout. | ||
*/ | ||
public class TemporalJoinSQLExample { | ||
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public static void main(String[] args) throws Exception { | ||
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// set up the Java DataStream API | ||
final StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment(); | ||
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// set up the Java Table API | ||
final StreamTableEnvironment tableEnv = StreamTableEnvironment.create(env); | ||
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// Create a changelog stream of currency rate | ||
final DataStream<Row> currencyRate = | ||
env.fromElements( | ||
Row.ofKind(RowKind.INSERT, Instant.ofEpochMilli(1000), "USD", 0.8), | ||
Row.ofKind(RowKind.UPDATE_AFTER, Instant.ofEpochMilli(4000), "USD", 0.9), | ||
Row.ofKind(RowKind.UPDATE_AFTER, Instant.ofEpochMilli(3000), "USD", 1.0), | ||
Row.ofKind(RowKind.UPDATE_AFTER, Instant.ofEpochMilli(6000), "USD", 1.1)); | ||
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// Create a table from change log stream | ||
Table rateTable = | ||
tableEnv.fromChangelogStream( | ||
currencyRate, | ||
Schema.newBuilder() | ||
.column("f0", DataTypes.TIMESTAMP_LTZ(3)) | ||
.column("f1", DataTypes.STRING().notNull()) | ||
.column("f2", DataTypes.DOUBLE()) | ||
.watermark("f0", "f0 - INTERVAL '2' SECONDS") | ||
.primaryKey("f1") | ||
.build(), | ||
ChangelogMode.upsert()) | ||
.as("rate_time", "currency_code", "euro_rate"); | ||
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// Register the table as a view, it will be accessible under a name | ||
tableEnv.createTemporaryView("currency_rate", rateTable); | ||
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// Create a data stream of transaction | ||
final DataStream<Transaction> transaction = | ||
env.fromElements( | ||
new Transaction("trx1", Instant.ofEpochMilli(1000), "USD", 1), | ||
new Transaction("trx2", Instant.ofEpochMilli(2000), "USD", 1), | ||
new Transaction("trx3", Instant.ofEpochMilli(3000), "USD", 1), | ||
new Transaction("trx4", Instant.ofEpochMilli(4000), "USD", 1)); | ||
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// convert the Transaction DataStream and register it as a view, | ||
// it will be accessible under a name | ||
Table trxTable = | ||
tableEnv.fromDataStream( | ||
transaction, | ||
Schema.newBuilder() | ||
.column("id", DataTypes.STRING()) | ||
.column("trxTime", DataTypes.TIMESTAMP_LTZ(3)) | ||
.column("currencyCode", DataTypes.STRING()) | ||
.column("amount", DataTypes.DOUBLE()) | ||
.watermark("trxTime", "trxTime - INTERVAL '2' SECONDS") | ||
.build()) | ||
.as("id", "trx_time", "currency_code", "amount"); | ||
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// Register the table as a view, it will be accessible under a name | ||
tableEnv.createTemporaryView("transaction", trxTable); | ||
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// temporal join the two tables | ||
final Table result = | ||
tableEnv.sqlQuery( | ||
" SELECT\n" | ||
+ " t.id,\n" | ||
+ " t.trx_time,\n" | ||
+ " c.currency_code,\n" | ||
+ " t.amount,\n" | ||
+ " t.amount * c.euro_rate AS total_euro\n" | ||
+ " FROM transaction t\n" | ||
+ " JOIN currency_rate FOR SYSTEM_TIME AS OF t.trx_time AS c\n" | ||
+ " ON t.currency_code = c.currency_code; "); | ||
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// convert the Table back to an insert-only DataStream of type `Order` | ||
tableEnv.toDataStream(result, EnrichedTransaction.class).print(); | ||
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// after the table program is converted to a DataStream program, | ||
// we must use `env.execute()` to submit the job | ||
env.execute(); | ||
} | ||
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/** A simple class to represent a transaction. */ | ||
public static class Transaction { | ||
public String id; | ||
public Instant trxTime; | ||
public String currencyCode; | ||
// the rate comparing with euro | ||
public double amount; | ||
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// for POJO detection in DataStream API | ||
public Transaction() {} | ||
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// for structured type detection in Table API | ||
public Transaction(String id, Instant trxTime, String currencyCode, double amount) { | ||
this.id = id; | ||
this.trxTime = trxTime; | ||
this.currencyCode = currencyCode; | ||
this.amount = amount; | ||
} | ||
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@Override | ||
public String toString() { | ||
return "Transaction{" | ||
+ "id=" | ||
+ id | ||
+ ", trxTime=" | ||
+ trxTime | ||
+ ", currencyCode='" | ||
+ currencyCode | ||
+ '\'' | ||
+ ", amount=" | ||
+ amount | ||
+ '}'; | ||
} | ||
} | ||
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/** Enriched transaction by joining with the currency rate table. */ | ||
public static class EnrichedTransaction extends Transaction { | ||
public double totalEuro; | ||
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// for POJO detection in DataStream API | ||
public EnrichedTransaction() {} | ||
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// for structured type detection in Table API | ||
public EnrichedTransaction( | ||
String id, Instant trxTime, String currencyCode, double amount, double totalEuro) { | ||
super(id, trxTime, currencyCode, amount); | ||
this.totalEuro = totalEuro; | ||
} | ||
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@Override | ||
public String toString() { | ||
return "EnrichedTransaction{" | ||
+ "id=" | ||
+ id | ||
+ ", trxTime=" | ||
+ trxTime | ||
+ ", currencyCode='" | ||
+ currencyCode | ||
+ '\'' | ||
+ ", amount=" | ||
+ amount | ||
+ ", totalEuro=" | ||
+ totalEuro | ||
+ '}'; | ||
} | ||
} | ||
} |
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...c/test/java/org/apache/flink/table/examples/java/basics/TemporalJoinSQLExampleITCase.java
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/* | ||
* Licensed to the Apache Software Foundation (ASF) under one | ||
* or more contributor license agreements. See the NOTICE file | ||
* distributed with this work for additional information | ||
* regarding copyright ownership. The ASF licenses this file | ||
* to you under the Apache License, Version 2.0 (the | ||
* "License"); you may not use this file except in compliance | ||
* with the License. You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
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package org.apache.flink.table.examples.java.basics; | ||
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import org.apache.flink.table.examples.utils.ExampleOutputTestBase; | ||
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import org.junit.jupiter.api.Test; | ||
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import static org.assertj.core.api.Assertions.assertThat; | ||
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/** Test for Java {@link TemporalJoinSQLExample}. */ | ||
public class TemporalJoinSQLExampleITCase extends ExampleOutputTestBase { | ||
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@Test | ||
public void testExample() throws Exception { | ||
TemporalJoinSQLExample.main(new String[0]); | ||
final String consoleOutput = getOutputString(); | ||
assertThat(consoleOutput) | ||
.contains( | ||
"EnrichedTransaction{id=trx1, trxTime=1970-01-01T00:00:01Z, currencyCode='USD', amount=1.0, totalEuro=0.8}") | ||
.contains( | ||
"EnrichedTransaction{id=trx2, trxTime=1970-01-01T00:00:02Z, currencyCode='USD', amount=1.0, totalEuro=0.8}") | ||
.contains( | ||
"EnrichedTransaction{id=trx3, trxTime=1970-01-01T00:00:03Z, currencyCode='USD', amount=1.0, totalEuro=1.0}") | ||
.contains( | ||
"EnrichedTransaction{id=trx4, trxTime=1970-01-01T00:00:04Z, currencyCode='USD', amount=1.0, totalEuro=0.9}"); | ||
} | ||
} |