use of com.google.cloud.dataflow.examples.complete.game.LeaderBoard.CalculateTeamScores in project DataflowJavaSDK-examples by GoogleCloudPlatform.
the class LeaderBoardTest method testTeamScoresSpeculative.
/**
* A test of the {@link CalculateTeamScores} {@link PTransform} when all of the elements arrive
* on time, and the processing time advances far enough for speculative panes.
*/
@Test
public void testTeamScoresSpeculative() {
TestStream<GameActionInfo> createEvents = TestStream.create(AvroCoder.of(GameActionInfo.class)).advanceWatermarkTo(baseTime).addElements(event(TestUser.BLUE_ONE, 3, Duration.standardSeconds(3)), event(TestUser.BLUE_ONE, 2, Duration.standardMinutes(1))).advanceProcessingTime(Duration.standardMinutes(10)).addElements(event(TestUser.RED_TWO, 5, Duration.standardMinutes(3))).advanceProcessingTime(Duration.standardMinutes(12)).addElements(event(TestUser.BLUE_TWO, 3, Duration.standardSeconds(22))).advanceProcessingTime(Duration.standardMinutes(10)).addElements(event(TestUser.RED_ONE, 4, Duration.standardMinutes(4)), event(TestUser.BLUE_TWO, 2, Duration.standardMinutes(2))).advanceWatermarkToInfinity();
PCollection<KV<String, Integer>> teamScores = p.apply(createEvents).apply(new CalculateTeamScores(TEAM_WINDOW_DURATION, ALLOWED_LATENESS));
String blueTeam = TestUser.BLUE_ONE.getTeam();
String redTeam = TestUser.RED_ONE.getTeam();
IntervalWindow window = new IntervalWindow(baseTime, TEAM_WINDOW_DURATION);
// The window contains speculative panes alongside the on-time pane
PAssert.that(teamScores).inWindow(window).containsInAnyOrder(KV.of(blueTeam, 10), /* The on-time blue pane */
KV.of(redTeam, 9), /* The on-time red pane */
KV.of(blueTeam, 5), /* The first blue speculative pane */
KV.of(blueTeam, 8), /* The second blue speculative pane */
KV.of(redTeam, 5));
PAssert.that(teamScores).inOnTimePane(window).containsInAnyOrder(KV.of(blueTeam, 10), KV.of(redTeam, 9));
p.run().waitUntilFinish();
}
use of com.google.cloud.dataflow.examples.complete.game.LeaderBoard.CalculateTeamScores in project DataflowJavaSDK-examples by GoogleCloudPlatform.
the class LeaderBoardTest method testTeamScoresOnTime.
/**
* A test of the {@link CalculateTeamScores} {@link PTransform} when all of the elements arrive
* on time (ahead of the watermark).
*/
@Test
public void testTeamScoresOnTime() {
TestStream<GameActionInfo> createEvents = TestStream.create(AvroCoder.of(GameActionInfo.class)).advanceWatermarkTo(baseTime).addElements(event(TestUser.BLUE_ONE, 3, Duration.standardSeconds(3)), event(TestUser.BLUE_ONE, 2, Duration.standardMinutes(1)), event(TestUser.RED_TWO, 3, Duration.standardSeconds(22)), event(TestUser.BLUE_TWO, 5, Duration.standardMinutes(3))).advanceWatermarkTo(baseTime.plus(Duration.standardMinutes(3))).addElements(event(TestUser.RED_ONE, 1, Duration.standardMinutes(4)), event(TestUser.BLUE_ONE, 2, Duration.standardSeconds(270))).advanceWatermarkToInfinity();
PCollection<KV<String, Integer>> teamScores = p.apply(createEvents).apply(new CalculateTeamScores(TEAM_WINDOW_DURATION, ALLOWED_LATENESS));
String blueTeam = TestUser.BLUE_ONE.getTeam();
String redTeam = TestUser.RED_ONE.getTeam();
PAssert.that(teamScores).inOnTimePane(new IntervalWindow(baseTime, TEAM_WINDOW_DURATION)).containsInAnyOrder(KV.of(blueTeam, 12), KV.of(redTeam, 4));
p.run().waitUntilFinish();
}
use of com.google.cloud.dataflow.examples.complete.game.LeaderBoard.CalculateTeamScores in project DataflowJavaSDK-examples by GoogleCloudPlatform.
the class LeaderBoardTest method testTeamScoresDroppablyLate.
/**
* A test where elements arrive beyond the maximum allowed lateness. These elements are dropped
* within {@link CalculateTeamScores} and do not impact the final result.
*/
@Test
public void testTeamScoresDroppablyLate() {
BoundedWindow window = new IntervalWindow(baseTime, TEAM_WINDOW_DURATION);
TestStream<GameActionInfo> infos = TestStream.create(AvroCoder.of(GameActionInfo.class)).addElements(event(TestUser.BLUE_ONE, 12, Duration.ZERO), event(TestUser.RED_ONE, 3, Duration.ZERO)).advanceWatermarkTo(window.maxTimestamp()).addElements(event(TestUser.RED_ONE, 4, Duration.standardMinutes(2)), event(TestUser.BLUE_TWO, 3, Duration.ZERO), event(TestUser.BLUE_ONE, 3, Duration.standardMinutes(3))).advanceWatermarkTo(baseTime.plus(ALLOWED_LATENESS).plus(TEAM_WINDOW_DURATION).plus(Duration.standardMinutes(1))).addElements(event(TestUser.BLUE_TWO, 3, TEAM_WINDOW_DURATION.minus(Duration.standardSeconds(5))), event(TestUser.RED_ONE, 7, Duration.standardMinutes(4))).advanceWatermarkToInfinity();
PCollection<KV<String, Integer>> teamScores = p.apply(infos).apply(new CalculateTeamScores(TEAM_WINDOW_DURATION, ALLOWED_LATENESS));
String blueTeam = TestUser.BLUE_ONE.getTeam();
String redTeam = TestUser.RED_ONE.getTeam();
// Only one on-time pane and no late panes should be emitted
PAssert.that(teamScores).inWindow(window).containsInAnyOrder(KV.of(redTeam, 7), KV.of(blueTeam, 18));
// No elements are added before the watermark passes the end of the window plus the allowed
// lateness, so no refinement should be emitted
PAssert.that(teamScores).inFinalPane(window).empty();
p.run().waitUntilFinish();
}
use of com.google.cloud.dataflow.examples.complete.game.LeaderBoard.CalculateTeamScores in project DataflowJavaSDK-examples by GoogleCloudPlatform.
the class LeaderBoardTest method testTeamScoresUnobservablyLate.
/**
* A test where elements arrive behind the watermark (late data), but before the end of the
* window. These elements are emitted on time.
*/
@Test
public void testTeamScoresUnobservablyLate() {
BoundedWindow window = new IntervalWindow(baseTime, TEAM_WINDOW_DURATION);
TestStream<GameActionInfo> createEvents = TestStream.create(AvroCoder.of(GameActionInfo.class)).advanceWatermarkTo(baseTime).addElements(event(TestUser.BLUE_ONE, 3, Duration.standardSeconds(3)), event(TestUser.BLUE_TWO, 5, Duration.standardMinutes(8)), event(TestUser.RED_ONE, 4, Duration.standardMinutes(2)), event(TestUser.BLUE_ONE, 3, Duration.standardMinutes(5))).advanceWatermarkTo(baseTime.plus(TEAM_WINDOW_DURATION).minus(Duration.standardMinutes(1))).addElements(event(TestUser.RED_TWO, 2, Duration.ZERO), event(TestUser.RED_TWO, 5, Duration.standardMinutes(1)), event(TestUser.BLUE_TWO, 2, Duration.standardSeconds(90)), event(TestUser.RED_TWO, 3, Duration.standardMinutes(3))).advanceWatermarkTo(baseTime.plus(TEAM_WINDOW_DURATION).plus(Duration.standardMinutes(1))).advanceWatermarkToInfinity();
PCollection<KV<String, Integer>> teamScores = p.apply(createEvents).apply(new CalculateTeamScores(TEAM_WINDOW_DURATION, ALLOWED_LATENESS));
String blueTeam = TestUser.BLUE_ONE.getTeam();
String redTeam = TestUser.RED_ONE.getTeam();
// The On Time pane contains the late elements that arrived before the end of the window
PAssert.that(teamScores).inOnTimePane(window).containsInAnyOrder(KV.of(redTeam, 14), KV.of(blueTeam, 13));
p.run().waitUntilFinish();
}
use of com.google.cloud.dataflow.examples.complete.game.LeaderBoard.CalculateTeamScores in project DataflowJavaSDK-examples by GoogleCloudPlatform.
the class LeaderBoardTest method testTeamScoresObservablyLate.
/**
* A test where elements arrive behind the watermark (late data) after the watermark passes the
* end of the window, but before the maximum allowed lateness. These elements are emitted in a
* late pane.
*/
@Test
public void testTeamScoresObservablyLate() {
Instant firstWindowCloses = baseTime.plus(ALLOWED_LATENESS).plus(TEAM_WINDOW_DURATION);
TestStream<GameActionInfo> createEvents = TestStream.create(AvroCoder.of(GameActionInfo.class)).advanceWatermarkTo(baseTime).addElements(event(TestUser.BLUE_ONE, 3, Duration.standardSeconds(3)), event(TestUser.BLUE_TWO, 5, Duration.standardMinutes(8))).advanceProcessingTime(Duration.standardMinutes(10)).advanceWatermarkTo(baseTime.plus(Duration.standardMinutes(3))).addElements(event(TestUser.RED_ONE, 3, Duration.standardMinutes(1)), event(TestUser.RED_ONE, 4, Duration.standardMinutes(2)), event(TestUser.BLUE_ONE, 3, Duration.standardMinutes(5))).advanceWatermarkTo(firstWindowCloses.minus(Duration.standardMinutes(1))).addElements(event(TestUser.RED_TWO, 2, Duration.ZERO), event(TestUser.RED_TWO, 5, Duration.standardMinutes(1)), event(TestUser.RED_TWO, 3, Duration.standardMinutes(3))).advanceProcessingTime(Duration.standardMinutes(12)).addElements(event(TestUser.RED_TWO, 9, Duration.standardMinutes(1)), event(TestUser.RED_TWO, 1, Duration.standardMinutes(3))).advanceWatermarkToInfinity();
PCollection<KV<String, Integer>> teamScores = p.apply(createEvents).apply(new CalculateTeamScores(TEAM_WINDOW_DURATION, ALLOWED_LATENESS));
BoundedWindow window = new IntervalWindow(baseTime, TEAM_WINDOW_DURATION);
String blueTeam = TestUser.BLUE_ONE.getTeam();
String redTeam = TestUser.RED_ONE.getTeam();
PAssert.that(teamScores).inWindow(window).satisfies((SerializableFunction<Iterable<KV<String, Integer>>, Void>) input -> {
assertThat(input, hasItem(KV.of(blueTeam, 11)));
assertThat(input, hasItem(KV.of(redTeam, 27)));
return null;
});
PAssert.thatMap(teamScores).inOnTimePane(window).isEqualTo(ImmutableMap.<String, Integer>builder().put(redTeam, 7).put(blueTeam, 11).build());
// No final pane is emitted for the blue team, as all of their updates have been taken into
// account in earlier panes
PAssert.that(teamScores).inFinalPane(window).containsInAnyOrder(KV.of(redTeam, 27));
p.run().waitUntilFinish();
}
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