use of org.apache.beam.runners.dataflow.worker.PartialGroupByKeyParDoFns.WindowingCoderGroupingKeyCreator in project beam by apache.
the class PartialGroupByKeyParDoFnsTest method testPartialGroupByKey.
@Test
public void testPartialGroupByKey() throws Exception {
Coder keyCoder = StringUtf8Coder.of();
Coder valueCoder = BigEndianIntegerCoder.of();
TestOutputReceiver receiver = new TestOutputReceiver(new ElementByteSizeObservableCoder(WindowedValue.getValueOnlyCoder(KvCoder.of(keyCoder, IterableCoder.of(valueCoder)))), counterSet, NameContextsForTests.nameContextForTest());
ParDoFn pgbkParDoFn = new SimplePartialGroupByKeyParDoFn(GroupingTables.buffering(new WindowingCoderGroupingKeyCreator(keyCoder), PairInfo.create(), new CoderSizeEstimator(WindowedValue.getValueOnlyCoder(keyCoder)), new CoderSizeEstimator(valueCoder)), receiver);
pgbkParDoFn.startBundle(receiver);
pgbkParDoFn.processElement(WindowedValue.valueInGlobalWindow(KV.of("hi", 4)));
pgbkParDoFn.processElement(WindowedValue.valueInGlobalWindow(KV.of("there", 5)));
pgbkParDoFn.processElement(WindowedValue.valueInGlobalWindow(KV.of("hi", 6)));
pgbkParDoFn.processElement(WindowedValue.valueInGlobalWindow(KV.of("joe", 7)));
pgbkParDoFn.processElement(WindowedValue.valueInGlobalWindow(KV.of("there", 8)));
pgbkParDoFn.processElement(WindowedValue.valueInGlobalWindow(KV.of("hi", 9)));
pgbkParDoFn.finishBundle();
assertThat(receiver.outputElems, IsIterableContainingInAnyOrder.<Object>containsInAnyOrder(WindowedValue.valueInGlobalWindow(KV.of("hi", Arrays.asList(4, 6, 9))), WindowedValue.valueInGlobalWindow(KV.of("there", Arrays.asList(5, 8))), WindowedValue.valueInGlobalWindow(KV.of("joe", Arrays.asList(7)))));
// Exact counter values depend on size of encoded data. If encoding
// changes, then these expected counters should change to match.
CounterUpdateExtractor<?> updateExtractor = Mockito.mock(CounterUpdateExtractor.class);
counterSet.extractUpdates(false, updateExtractor);
verify(updateExtractor).longSum(getObjectCounterName("test_receiver_out"), false, 3L);
verify(updateExtractor).longMean(getMeanByteCounterName("test_receiver_out"), false, LongCounterMean.ZERO.addValue(49L, 3));
verifyNoMoreInteractions(updateExtractor);
}
use of org.apache.beam.runners.dataflow.worker.PartialGroupByKeyParDoFns.WindowingCoderGroupingKeyCreator in project beam by apache.
the class PartialGroupByKeyParDoFnsTest method testPartialGroupByKeyWithCombinerAndSideInputs.
@Test
public void testPartialGroupByKeyWithCombinerAndSideInputs() throws Exception {
Coder keyCoder = StringUtf8Coder.of();
Coder valueCoder = BigEndianIntegerCoder.of();
TestOutputReceiver receiver = new TestOutputReceiver(new ElementByteSizeObservableCoder(WindowedValue.getValueOnlyCoder(KvCoder.of(keyCoder, valueCoder))), counterSet, NameContextsForTests.nameContextForTest());
Combiner<WindowedValue<String>, Integer, Integer, Integer> combineFn = new TestCombiner();
ParDoFn pgbkParDoFn = new StreamingSideInputPGBKParDoFn(GroupingTables.combining(new WindowingCoderGroupingKeyCreator(keyCoder), PairInfo.create(), combineFn, new CoderSizeEstimator(WindowedValue.getValueOnlyCoder(keyCoder)), new CoderSizeEstimator(valueCoder)), receiver, mockSideInputFetcher);
Set<BoundedWindow> readyWindows = ImmutableSet.<BoundedWindow>of(GlobalWindow.INSTANCE);
when(mockSideInputFetcher.getReadyWindows()).thenReturn(readyWindows);
when(mockSideInputFetcher.prefetchElements(readyWindows)).thenReturn(ImmutableList.of(elemsBag));
when(elemsBag.read()).thenReturn(ImmutableList.of(WindowedValue.valueInGlobalWindow(KV.of("hi", 4)), WindowedValue.valueInGlobalWindow(KV.of("there", 5))));
when(mockSideInputFetcher.storeIfBlocked(Matchers.<WindowedValue<KV<String, Integer>>>any())).thenReturn(false, false, false, true);
pgbkParDoFn.startBundle(receiver);
pgbkParDoFn.processElement(WindowedValue.valueInGlobalWindow(KV.of("hi", 6)));
pgbkParDoFn.processElement(WindowedValue.valueInGlobalWindow(KV.of("joe", 7)));
pgbkParDoFn.processElement(WindowedValue.valueInGlobalWindow(KV.of("there", 8)));
pgbkParDoFn.processElement(WindowedValue.valueInGlobalWindow(KV.of("hi", 9)));
pgbkParDoFn.finishBundle();
assertThat(receiver.outputElems, IsIterableContainingInAnyOrder.<Object>containsInAnyOrder(WindowedValue.valueInGlobalWindow(KV.of("hi", 10)), WindowedValue.valueInGlobalWindow(KV.of("there", 13)), WindowedValue.valueInGlobalWindow(KV.of("joe", 7))));
// Exact counter values depend on size of encoded data. If encoding
// changes, then these expected counters should change to match.
CounterUpdateExtractor<?> updateExtractor = Mockito.mock(CounterUpdateExtractor.class);
counterSet.extractUpdates(false, updateExtractor);
verify(updateExtractor).longSum(getObjectCounterName("test_receiver_out"), false, 3L);
verify(updateExtractor).longMean(getMeanByteCounterName("test_receiver_out"), false, LongCounterMean.ZERO.addValue(25L, 3));
verifyNoMoreInteractions(updateExtractor);
}
use of org.apache.beam.runners.dataflow.worker.PartialGroupByKeyParDoFns.WindowingCoderGroupingKeyCreator in project beam by apache.
the class PartialGroupByKeyParDoFnsTest method testPartialGroupByKeyWithCombiner.
@Test
public void testPartialGroupByKeyWithCombiner() throws Exception {
Coder keyCoder = StringUtf8Coder.of();
Coder valueCoder = BigEndianIntegerCoder.of();
TestOutputReceiver receiver = new TestOutputReceiver(new ElementByteSizeObservableCoder(WindowedValue.getValueOnlyCoder(KvCoder.of(keyCoder, valueCoder))), counterSet, NameContextsForTests.nameContextForTest());
Combiner<WindowedValue<String>, Integer, Integer, Integer> combineFn = new TestCombiner();
ParDoFn pgbkParDoFn = new SimplePartialGroupByKeyParDoFn(GroupingTables.combining(new WindowingCoderGroupingKeyCreator(keyCoder), PairInfo.create(), combineFn, new CoderSizeEstimator(WindowedValue.getValueOnlyCoder(keyCoder)), new CoderSizeEstimator(valueCoder)), receiver);
pgbkParDoFn.startBundle(receiver);
pgbkParDoFn.processElement(WindowedValue.valueInGlobalWindow(KV.of("hi", 4)));
pgbkParDoFn.processElement(WindowedValue.valueInGlobalWindow(KV.of("there", 5)));
pgbkParDoFn.processElement(WindowedValue.valueInGlobalWindow(KV.of("hi", 6)));
pgbkParDoFn.processElement(WindowedValue.valueInGlobalWindow(KV.of("joe", 7)));
pgbkParDoFn.processElement(WindowedValue.valueInGlobalWindow(KV.of("there", 8)));
pgbkParDoFn.processElement(WindowedValue.valueInGlobalWindow(KV.of("hi", 9)));
pgbkParDoFn.finishBundle();
assertThat(receiver.outputElems, IsIterableContainingInAnyOrder.<Object>containsInAnyOrder(WindowedValue.valueInGlobalWindow(KV.of("hi", 19)), WindowedValue.valueInGlobalWindow(KV.of("there", 13)), WindowedValue.valueInGlobalWindow(KV.of("joe", 7))));
// Exact counter values depend on size of encoded data. If encoding
// changes, then these expected counters should change to match.
CounterUpdateExtractor<?> updateExtractor = Mockito.mock(CounterUpdateExtractor.class);
counterSet.extractUpdates(false, updateExtractor);
verify(updateExtractor).longSum(getObjectCounterName("test_receiver_out"), false, 3L);
verify(updateExtractor).longMean(getMeanByteCounterName("test_receiver_out"), false, LongCounterMean.ZERO.addValue(25L, 3));
verifyNoMoreInteractions(updateExtractor);
}
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