Created
January 5, 2017 20:33
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Refreshing PCollectionView by polling view registry
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// view creation | |
PCollectionView<List<MaterializedViewGenerator>> viewGenerators = input | |
.apply(new ViewRegistryPollerTransform(opts, windowDuration)) | |
.apply(View.asList()); | |
// view usage as side input | |
input.apply(name, ParDo.of(new ViewMaterializerDoFn(viewGenerators)).withSideInputs(viewGenerators)); |
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public class ViewRegistryPollerTransform extends PTransform<PCollection<Row>, PCollection<MaterializedViewGenerator>> { | |
// configuration | |
private AnalyticsPipelineOptions opts; | |
private Duration bucketDuration; | |
public ViewRegistryPollerTransform(AnalyticsPipelineOptions opts, Duration bucketDuration) { | |
this.opts = opts; | |
this.bucketDuration = bucketDuration; | |
} | |
@Override | |
public PCollection<MaterializedViewGenerator> apply(PCollection<Row> input) { | |
// prepare ticks to refresh the view periodically | |
PCollection<Long> ticks = input | |
.getPipeline() | |
// Produce 1 "tick" per second | |
.apply("UnboundedTicks", CountingInput.unbounded().withRate(1, Duration.standardSeconds(1))) | |
// Window the ticks into 1-hr windows | |
.apply("1HrWindow", Window.into(FixedWindows.of(Duration.standardHours(1)))) | |
// Use an arbitrary per-window combiner to reduce to 1 element per window | |
.apply(Count.globally()); | |
return ticks.apply("PollViewRegistryService", | |
ParDo.of(new ListMaterializedViewRegistryFn(this.opts, this.bucketDuration))); | |
} | |
} |
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