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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.
*/
package org.apache.beam.sdk.io.gcp.bigquery;
import static org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Preconditions.checkArgument;
import com.google.api.services.bigquery.model.TableRow;
import java.io.IOException;
import org.apache.beam.sdk.transforms.DoFn;
import org.apache.beam.sdk.transforms.PTransform;
import org.apache.beam.sdk.transforms.ParDo;
import org.apache.beam.sdk.transforms.SerializableFunction;
import org.apache.beam.sdk.transforms.windowing.BoundedWindow;
import org.apache.beam.sdk.transforms.windowing.PaneInfo;
import org.apache.beam.sdk.values.KV;
import org.apache.beam.sdk.values.PCollection;
import org.apache.beam.sdk.values.ValueInSingleWindow;
import org.joda.time.Instant;
/**
* Prepare an input {@link PCollection} for writing to BigQuery. Use the table function to determine
* which tables each element is written to, and format the element into a {@link TableRow} using the
* user-supplied format function.
*/
public class PrepareWrite<InputT, DestinationT, OutputT>
extends PTransform<PCollection<InputT>, PCollection<KV<DestinationT, OutputT>>> {
private DynamicDestinations<InputT, DestinationT> dynamicDestinations;
private SerializableFunction<InputT, OutputT> formatFunction;
public PrepareWrite(
DynamicDestinations<InputT, DestinationT> dynamicDestinations,
SerializableFunction<InputT, OutputT> formatFunction) {
this.dynamicDestinations = dynamicDestinations;
this.formatFunction = formatFunction;
}
@Override
public PCollection<KV<DestinationT, OutputT>> expand(PCollection<InputT> input) {
return input.apply(
ParDo.of(
new DoFn<InputT, KV<DestinationT, OutputT>>() {
@ProcessElement
public void processElement(
ProcessContext context,
@Element InputT element,
@Timestamp Instant timestamp,
BoundedWindow window,
PaneInfo pane)
throws IOException {
dynamicDestinations.setSideInputAccessorFromProcessContext(context);
ValueInSingleWindow<InputT> windowedElement =
ValueInSingleWindow.of(element, timestamp, window, pane);
DestinationT tableDestination =
dynamicDestinations.getDestination(windowedElement);
checkArgument(
tableDestination != null,
"DynamicDestinations.getDestination() may not return null, "
+ "but %s returned null on element %s",
dynamicDestinations,
element);
OutputT outputValue = formatFunction.apply(element);
checkArgument(
outputValue != null,
"formatFunction may not return null, but %s returned null on element %s",
formatFunction,
element);
context.output(KV.of(tableDestination, outputValue));
}
})
.withSideInputs(dynamicDestinations.getSideInputs()));
}
}