damondouglas commented on code in PR #30123:
URL: https://github.com/apache/beam/pull/30123#discussion_r1487043060


##########
sdks/java/io/rrio/src/test/java/org/apache/beam/io/requestresponse/ThrottleTest.java:
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@@ -0,0 +1,354 @@
+/*
+ * 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.io.requestresponse;
+
+import static 
org.apache.beam.io.requestresponse.Throttle.INPUT_ELEMENTS_COUNTER_NAME;
+import static 
org.apache.beam.io.requestresponse.Throttle.OUTPUT_ELEMENTS_COUNTER_NAME;
+import static org.hamcrest.MatcherAssert.assertThat;
+import static org.hamcrest.Matchers.equalTo;
+import static org.hamcrest.Matchers.greaterThan;
+import static org.hamcrest.Matchers.lessThan;
+import static org.hamcrest.Matchers.notNullValue;
+
+import com.google.protobuf.ByteString;
+import java.util.Arrays;
+import java.util.Iterator;
+import java.util.List;
+import java.util.concurrent.atomic.AtomicInteger;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
+import java.util.stream.StreamSupport;
+import org.apache.beam.sdk.PipelineResult;
+import org.apache.beam.sdk.coders.VarIntCoder;
+import org.apache.beam.sdk.metrics.MetricNameFilter;
+import org.apache.beam.sdk.metrics.MetricQueryResults;
+import org.apache.beam.sdk.metrics.MetricResult;
+import org.apache.beam.sdk.metrics.MetricResults;
+import org.apache.beam.sdk.metrics.MetricsFilter;
+import org.apache.beam.sdk.testing.PAssert;
+import org.apache.beam.sdk.testing.TestPipeline;
+import org.apache.beam.sdk.transforms.Create;
+import org.apache.beam.sdk.transforms.DoFn;
+import org.apache.beam.sdk.transforms.MapElements;
+import org.apache.beam.sdk.transforms.ParDo;
+import org.apache.beam.sdk.transforms.PeriodicImpulse;
+import org.apache.beam.sdk.transforms.SerializableFunction;
+import org.apache.beam.sdk.transforms.windowing.DefaultTrigger;
+import org.apache.beam.sdk.transforms.windowing.GlobalWindows;
+import org.apache.beam.sdk.transforms.windowing.Sessions;
+import org.apache.beam.sdk.transforms.windowing.Window;
+import org.apache.beam.sdk.values.PCollection;
+import org.apache.beam.sdk.values.TypeDescriptor;
+import org.apache.beam.testinfra.mockapis.echo.v1.Echo;
+import org.hamcrest.Matcher;
+import org.joda.time.Duration;
+import org.joda.time.Instant;
+import org.joda.time.ReadableDuration;
+import org.junit.Rule;
+import org.junit.Test;
+
+/** Tests for {@link Throttle}. */
+public class ThrottleTest {
+  @Rule public TestPipeline pipeline = TestPipeline.create();
+
+  /**
+   * Tests whether a pulse of elements totaled less than the maximum rate are 
just emitted
+   * immediately without throttling.
+   */
+  @Test
+  public void givenElementSizeNotExceedsRate_thenEmitsAllImmediately() {
+    Rate rate = Rate.of(10, Duration.standardSeconds(1L));
+    long expectedMillis = rate.getInterval().getMillis();
+    long toleratedError = (long) (0.05 * (double) expectedMillis);
+    // tolerate 5% error.
+    Duration expectedInterval = Duration.millis(expectedMillis + 
toleratedError);
+    List<Integer> items = Stream.iterate(0, i -> i + 
1).limit(3).collect(Collectors.toList());
+    PCollection<Integer> throttled = 
pipeline.apply(Create.of(items)).apply(transformOf(rate));
+
+    PAssert.that(throttled).containsInAnyOrder(items);
+    PAssert.that(timestampsOf(throttled))
+        .satisfies(
+            itr -> {
+              List<Instant> timestamps =
+                  StreamSupport.stream(itr.spliterator(), true)
+                      .sorted()
+                      .collect(Collectors.toList());
+              assertTimestampIntervalsMatch(timestamps, 
lessThan(expectedInterval));
+              return null;
+            });
+
+    pipeline.run();
+  }
+
+  /** Tests whether a pulse of elements totaled greater than the maximum rate 
are throttled. */
+  @Test
+  public void givenElementSizeExceedsRate_thenEmitsAtRate() {
+    Rate rate = Rate.of(1, Duration.standardSeconds(1L));
+    long expectedMillis = rate.getInterval().getMillis();
+    // tolerate 5% error.
+    long toleratedError = (long) (0.05 * (double) expectedMillis);
+    Duration expectedInterval = Duration.millis(expectedMillis - 
toleratedError);
+    List<Integer> items = Stream.iterate(0, i -> i + 
1).limit(3).collect(Collectors.toList());
+    PCollection<Integer> throttled = 
pipeline.apply(Create.of(items)).apply(transformOf(rate));
+
+    PAssert.that(throttled).containsInAnyOrder(items);
+    PAssert.that(timestampsOf(throttled))
+        .satisfies(
+            itr -> {
+              List<Instant> timestamps =
+                  StreamSupport.stream(itr.spliterator(), true)
+                      .sorted()
+                      .collect(Collectors.toList());
+              assertTimestampIntervalsMatch(timestamps, 
greaterThan(expectedInterval));
+              return null;
+            });
+
+    pipeline.run();
+  }
+
+  @Test
+  public void givenLargerElementSize_noDataLost() {
+    Rate rate = Rate.of(1_000, Duration.standardSeconds(1L));
+    List<Integer> items = Stream.iterate(0, i -> i + 
1).limit(3_000).collect(Collectors.toList());
+    PCollection<Integer> throttled = 
pipeline.apply(Create.of(items)).apply(transformOf(rate));
+
+    PAssert.that(throttled).containsInAnyOrder(items);
+
+    pipeline.run();
+  }
+
+  /** Tests withMetricsCollected that Counters populate appropriately. */
+  @Test
+  public void givenCollectMetricsTrue_thenPopulatesMetrics() {
+    long size = 300;
+    Rate rate = Rate.of(100, Duration.standardSeconds(1L));
+
+    List<Integer> list = Stream.iterate(0, i -> i + 
1).limit(size).collect(Collectors.toList());
+
+    
pipeline.apply(Create.of(list)).apply(transformOf(rate).withMetricsCollected());
+
+    PipelineResult pipelineResult = pipeline.run();
+    pipelineResult.waitUntilFinish();
+    MetricResults results = pipelineResult.metrics();
+
+    assertThat(getCount(results, INPUT_ELEMENTS_COUNTER_NAME), equalTo(size));
+    assertThat(getCount(results, OUTPUT_ELEMENTS_COUNTER_NAME), equalTo(size));
+  }
+
+  /** Tests that an upstream GlobalWindows gets reapplied to the resulting 
PCollection. */
+  @Test
+  public void givenUpstreamGlobalWindows_thenReassignedToGlobalWindow() {
+    PCollection<Integer> throttled =
+        pipeline
+            .apply(Create.of(1, 2, 3))
+            .apply(Window.into(new GlobalWindows()))
+            .apply(transformOf(Rate.of(1, Duration.standardSeconds(1L))));
+
+    assertThat(throttled.getWindowingStrategy().getWindowFn(), equalTo(new 
GlobalWindows()));
+
+    pipeline.run();
+  }

Review Comment:
   @damccorm  I see that the silly thing I was originally doing and where this 
conversation originally started was I had applied a GlobalWindow upstream. 
Additionally, I was originally  `receiver.outputWithTimestamp` instead of 
`receiver.output`. I removed the GlobalWindow and changed to 
`receiver.output(element)`. The 
`givenUpstreamNonGlobalWindow_canReassignDownstreamWindow` 
and`givenUpstreamNonGlobalWindow_thenPreservesWindowAssignments` tests are 
finally passing.



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