-
Notifications
You must be signed in to change notification settings - Fork 13.5k
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
[FLINK-37135][API] Introduce JoinFunction, JoinType and BuiltinFuncs …
…for Join extension in DataStream V2
- Loading branch information
Showing
3 changed files
with
199 additions
and
0 deletions.
There are no files selected for viewing
124 changes: 124 additions & 0 deletions
124
flink-datastream-api/src/main/java/org/apache/flink/datastream/api/builtin/BuiltinFuncs.java
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,124 @@ | ||
/* | ||
* 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. | ||
*/ | ||
|
||
package org.apache.flink.datastream.api.builtin; | ||
|
||
import org.apache.flink.annotation.Experimental; | ||
import org.apache.flink.api.java.functions.KeySelector; | ||
import org.apache.flink.datastream.api.extension.join.JoinFunction; | ||
import org.apache.flink.datastream.api.extension.join.JoinType; | ||
import org.apache.flink.datastream.api.function.TwoInputNonBroadcastStreamProcessFunction; | ||
import org.apache.flink.datastream.api.stream.KeyedPartitionStream; | ||
import org.apache.flink.datastream.api.stream.NonKeyedPartitionStream; | ||
|
||
/** Built-in functions for all extension of datastream v2. */ | ||
@Experimental | ||
public class BuiltinFuncs { | ||
|
||
// =================== Join =========================== | ||
|
||
static final Class<?> JOIN_FUNCS_INSTANCE; | ||
|
||
static { | ||
try { | ||
JOIN_FUNCS_INSTANCE = | ||
Class.forName("org.apache.flink.datastream.impl.builtin.BuiltinJoinFuncs"); | ||
} catch (ClassNotFoundException e) { | ||
throw new RuntimeException("Please ensure that flink-datastream in your class path"); | ||
} | ||
} | ||
|
||
/** | ||
* Wrap the JoinFunction and INNER JoinType within a ProcessFunction to perform the Join | ||
* operation. Note that the wrapped process function should only be used with KeyedStream. | ||
*/ | ||
public static <IN1, IN2, OUT> TwoInputNonBroadcastStreamProcessFunction<IN1, IN2, OUT> join( | ||
JoinFunction<IN1, IN2, OUT> joinFunction) { | ||
return join(joinFunction, JoinType.INNER); | ||
} | ||
|
||
/** | ||
* Wrap the JoinFunction and JoinType within a ProcessFunction to perform the Join operation. | ||
* Note that the wrapped process function should only be used with KeyedStream. | ||
*/ | ||
public static <IN1, IN2, OUT> TwoInputNonBroadcastStreamProcessFunction<IN1, IN2, OUT> join( | ||
JoinFunction<IN1, IN2, OUT> joinFunction, JoinType joinType) { | ||
try { | ||
return (TwoInputNonBroadcastStreamProcessFunction<IN1, IN2, OUT>) | ||
JOIN_FUNCS_INSTANCE | ||
.getMethod("join", JoinFunction.class, JoinType.class) | ||
.invoke(null, joinFunction, joinType); | ||
} catch (Exception e) { | ||
throw new RuntimeException(e); | ||
} | ||
} | ||
|
||
/** Inner join two {@link KeyedPartitionStream}. */ | ||
public static <KEY, T1, T2, OUT> NonKeyedPartitionStream<OUT> join( | ||
KeyedPartitionStream<KEY, T1> leftStream, | ||
KeyedPartitionStream<KEY, T2> rightStream, | ||
JoinFunction<T1, T2, OUT> joinFunction) { | ||
return join(leftStream, rightStream, joinFunction, JoinType.INNER); | ||
} | ||
|
||
/** Join two {@link KeyedPartitionStream} with the type of {@link JoinType}. */ | ||
public static <KEY, T1, T2, OUT> NonKeyedPartitionStream<OUT> join( | ||
KeyedPartitionStream<KEY, T1> leftStream, | ||
KeyedPartitionStream<KEY, T2> rightStream, | ||
JoinFunction<T1, T2, OUT> joinFunction, | ||
JoinType joinType) { | ||
return leftStream.connectAndProcess(rightStream, join(joinFunction, joinType)); | ||
} | ||
|
||
/** | ||
* Inner join two {@link NonKeyedPartitionStream}. The two streams will be redistributed by | ||
* {@link KeySelector} respectively. | ||
*/ | ||
public static <KEY, T1, T2, OUT> NonKeyedPartitionStream<OUT> join( | ||
NonKeyedPartitionStream<T1> leftStream, | ||
KeySelector<T1, KEY> leftKeySelector, | ||
NonKeyedPartitionStream<T2> rightStream, | ||
KeySelector<T2, KEY> rightKeySelector, | ||
JoinFunction<T1, T2, OUT> joinFunction) { | ||
return join( | ||
leftStream, | ||
leftKeySelector, | ||
rightStream, | ||
rightKeySelector, | ||
joinFunction, | ||
JoinType.INNER); | ||
} | ||
|
||
/** | ||
* Join two {@link NonKeyedPartitionStream} with the type of {@link JoinType}. The two streams | ||
* will be redistributed by {@link KeySelector} respectively. | ||
*/ | ||
public static <KEY, T1, T2, OUT> NonKeyedPartitionStream<OUT> join( | ||
NonKeyedPartitionStream<T1> leftStream, | ||
KeySelector<T1, KEY> leftKeySelector, | ||
NonKeyedPartitionStream<T2> rightStream, | ||
KeySelector<T2, KEY> rightKeySelector, | ||
JoinFunction<T1, T2, OUT> joinFunction, | ||
JoinType joinType) { | ||
return join( | ||
leftStream.keyBy(leftKeySelector), | ||
rightStream.keyBy(rightKeySelector), | ||
joinFunction, | ||
joinType); | ||
} | ||
} |
43 changes: 43 additions & 0 deletions
43
...stream-api/src/main/java/org/apache/flink/datastream/api/extension/join/JoinFunction.java
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,43 @@ | ||
/* | ||
* 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. | ||
*/ | ||
|
||
package org.apache.flink.datastream.api.extension.join; | ||
|
||
import org.apache.flink.annotation.Experimental; | ||
import org.apache.flink.api.common.functions.Function; | ||
import org.apache.flink.datastream.api.common.Collector; | ||
import org.apache.flink.datastream.api.context.RuntimeContext; | ||
|
||
/** | ||
* A functional interface that defines a join operation between two input records of types {@code | ||
* IN1} and {@code IN2}. Note that this is specifically used in non-broadcast joins. | ||
* | ||
* <p>This interface is used to process a pair of records from two different data streams and | ||
* produce an output record of type {@code OUT}. Implementations of this interface can be used to | ||
* define custom join logic in stream processing frameworks. | ||
* | ||
* @param <IN1> the type of the first input record | ||
* @param <IN2> the type of the second input record | ||
* @param <OUT> the type of the output record | ||
*/ | ||
@FunctionalInterface | ||
@Experimental | ||
public interface JoinFunction<IN1, IN2, OUT> extends Function { | ||
void processRecord(IN1 leftRecord, IN2 rightRecord, Collector<OUT> output, RuntimeContext ctx) | ||
throws Exception; | ||
} |
32 changes: 32 additions & 0 deletions
32
...datastream-api/src/main/java/org/apache/flink/datastream/api/extension/join/JoinType.java
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,32 @@ | ||
/* | ||
* 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. | ||
*/ | ||
|
||
package org.apache.flink.datastream.api.extension.join; | ||
|
||
import org.apache.flink.annotation.Experimental; | ||
|
||
/** | ||
* The type/algorithm of join operation. Currently, we only support regular Join (Non-Window Join). | ||
* Outer joins require the ability to determine when there is no more data for a specific join key, | ||
* which is not feasible for non-window join over unbounded streams. Therefore, we have only | ||
* introduced the INNER join type and plan to introduce more join types as needed in the future. | ||
*/ | ||
@Experimental | ||
public enum JoinType { | ||
INNER, | ||
} |