Created
October 14, 2017 00:12
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package org.apache.beam.sdk.io.gcp.spanner; | |
import com.google.auto.value.AutoValue; | |
import com.google.cloud.spanner.Statement; | |
import com.google.cloud.spanner.Struct; | |
import java.io.Serializable; | |
import org.apache.beam.sdk.Pipeline; | |
import org.apache.beam.sdk.options.PipelineOptionsFactory; | |
import org.apache.beam.sdk.transforms.Create; | |
import org.apache.beam.sdk.transforms.DoFn; | |
import org.apache.beam.sdk.transforms.ParDo; | |
import org.apache.beam.sdk.values.PCollection; | |
public class Example { | |
@AutoValue | |
static abstract class Range implements Serializable { | |
public static Range of(Long start, Long end) { | |
return new AutoValue_Example_Range(start, end); | |
} | |
public abstract Long getStart(); | |
public abstract Long getEnd(); | |
} | |
public static void main(String[] args) { | |
Pipeline p = Pipeline.create(PipelineOptionsFactory.create()); | |
PCollection<Range> keyRanges = p.apply(Create.of( | |
Range.of(0L, 1000L), | |
Range.of(1000L, 2000L), | |
Range.of(2000L, 3000L) | |
)); | |
PCollection<ReadOperation> reads = keyRanges.apply(ParDo.of(new DoFn<Range, ReadOperation>() { | |
@ProcessElement | |
public void processElement(ProcessContext c) throws Exception { | |
Range range = c.element(); | |
Statement st = Statement | |
.newBuilder("SELECT * from usertable where id >= @start and id < @end") | |
.bind("start").to(range.getStart()) | |
.bind("end").to(range.getEnd()) | |
.build(); | |
c.output(ReadOperation.create().withQuery(st)); | |
} | |
})); | |
PCollection<Struct> rows = reads.apply(SpannerIO.readAll()); | |
// Use rows. | |
} | |
} |
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