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Example 21 with BigIntType

use of org.apache.flink.table.types.logical.BigIntType in project flink by apache.

the class WindowOperatorTest method testSlidingCountWindow.

@Test
public void testSlidingCountWindow() throws Exception {
    if (!UTC_ZONE_ID.equals(shiftTimeZone)) {
        return;
    }
    closeCalled.set(0);
    final int windowSize = 5;
    final int windowSlide = 3;
    LogicalType[] windowTypes = new LogicalType[] { new BigIntType() };
    WindowOperator operator = WindowOperatorBuilder.builder().withInputFields(inputFieldTypes).withShiftTimezone(shiftTimeZone).countWindow(windowSize, windowSlide).aggregateAndBuild(getCountWindowAggFunction(), equaliser, accTypes, aggResultTypes, windowTypes);
    OneInputStreamOperatorTestHarness<RowData, RowData> testHarness = createTestHarness(operator);
    ConcurrentLinkedQueue<Object> expectedOutput = new ConcurrentLinkedQueue<>();
    testHarness.open();
    testHarness.processElement(insertRecord("key2", 1, 0L));
    testHarness.processElement(insertRecord("key2", 2, 1000L));
    testHarness.processElement(insertRecord("key2", 3, 2500L));
    testHarness.processElement(insertRecord("key2", 4, 2500L));
    testHarness.processElement(insertRecord("key2", 5, 2500L));
    testHarness.processElement(insertRecord("key1", 1, 10L));
    testHarness.processElement(insertRecord("key1", 2, 1000L));
    testHarness.processWatermark(new Watermark(12000));
    testHarness.setProcessingTime(12000L);
    expectedOutput.addAll(doubleRecord(isTableAggregate, insertRecord("key2", 15L, 5L, 0L)));
    expectedOutput.add(new Watermark(12000));
    assertor.assertOutputEqualsSorted("Output was not correct.", expectedOutput, testHarness.getOutput());
    // do a snapshot, close and restore again
    OperatorSubtaskState snapshotV2 = testHarness.snapshot(0L, 0);
    testHarness.close();
    expectedOutput.clear();
    testHarness = createTestHarness(operator);
    testHarness.setup();
    testHarness.initializeState(snapshotV2);
    testHarness.open();
    testHarness.processElement(insertRecord("key1", 3, 2500L));
    testHarness.processElement(insertRecord("key1", 4, 2500L));
    testHarness.processElement(insertRecord("key1", 5, 2500L));
    expectedOutput.addAll(doubleRecord(isTableAggregate, insertRecord("key1", 15L, 5L, 0L)));
    assertor.assertOutputEqualsSorted("Output was not correct.", expectedOutput, testHarness.getOutput());
    testHarness.processElement(insertRecord("key2", 6, 6000L));
    testHarness.processElement(insertRecord("key2", 7, 6000L));
    testHarness.processElement(insertRecord("key2", 8, 6050L));
    testHarness.processElement(insertRecord("key2", 9, 6050L));
    expectedOutput.addAll(doubleRecord(isTableAggregate, insertRecord("key2", 30L, 5L, 1L)));
    assertor.assertOutputEqualsSorted("Output was not correct.", expectedOutput, testHarness.getOutput());
    testHarness.processElement(insertRecord("key1", 6, 4000L));
    testHarness.processElement(insertRecord("key1", 7, 4000L));
    testHarness.processElement(insertRecord("key1", 8, 4000L));
    testHarness.processElement(insertRecord("key2", 10, 15000L));
    testHarness.processElement(insertRecord("key2", 11, 15000L));
    expectedOutput.addAll(doubleRecord(isTableAggregate, insertRecord("key1", 30L, 5L, 1L)));
    expectedOutput.addAll(doubleRecord(isTableAggregate, insertRecord("key2", 45L, 5L, 2L)));
    assertor.assertOutputEqualsSorted("Output was not correct.", expectedOutput, testHarness.getOutput());
    testHarness.close();
    // we close once in the rest...
    assertEquals("Close was not called.", 2, closeCalled.get());
}
Also used : JoinedRowData(org.apache.flink.table.data.utils.JoinedRowData) GenericRowData(org.apache.flink.table.data.GenericRowData) RowData(org.apache.flink.table.data.RowData) LogicalType(org.apache.flink.table.types.logical.LogicalType) BigIntType(org.apache.flink.table.types.logical.BigIntType) ConcurrentLinkedQueue(java.util.concurrent.ConcurrentLinkedQueue) Watermark(org.apache.flink.streaming.api.watermark.Watermark) OperatorSubtaskState(org.apache.flink.runtime.checkpoint.OperatorSubtaskState) Test(org.junit.Test)

Example 22 with BigIntType

use of org.apache.flink.table.types.logical.BigIntType in project flink by apache.

the class RowTimeSortOperatorTest method testOnlySortOnRowTime.

@Test
public void testOnlySortOnRowTime() throws Exception {
    InternalTypeInfo<RowData> inputRowType = InternalTypeInfo.ofFields(new BigIntType(), new BigIntType(), VarCharType.STRING_TYPE, new IntType());
    int rowTimeIdx = 0;
    RowDataHarnessAssertor assertor = new RowDataHarnessAssertor(inputRowType.toRowFieldTypes());
    RowTimeSortOperator operator = createSortOperator(inputRowType, rowTimeIdx, null);
    OneInputStreamOperatorTestHarness<RowData, RowData> testHarness = createTestHarness(operator);
    testHarness.open();
    testHarness.processElement(insertRecord(3L, 2L, "Hello world", 3));
    testHarness.processElement(insertRecord(2L, 2L, "Hello", 2));
    testHarness.processElement(insertRecord(6L, 3L, "Luke Skywalker", 6));
    testHarness.processElement(insertRecord(5L, 3L, "I am fine.", 5));
    testHarness.processElement(insertRecord(7L, 4L, "Comment#1", 7));
    testHarness.processElement(insertRecord(9L, 4L, "Comment#3", 9));
    testHarness.processElement(insertRecord(10L, 4L, "Comment#4", 10));
    testHarness.processElement(insertRecord(8L, 4L, "Comment#2", 8));
    testHarness.processElement(insertRecord(1L, 1L, "Hi", 2));
    testHarness.processElement(insertRecord(1L, 1L, "Hi", 1));
    testHarness.processElement(insertRecord(4L, 3L, "Helloworld, how are you?", 4));
    testHarness.processWatermark(new Watermark(9L));
    List<Object> expectedOutput = new ArrayList<>();
    expectedOutput.add(insertRecord(1L, 1L, "Hi", 2));
    expectedOutput.add(insertRecord(1L, 1L, "Hi", 1));
    expectedOutput.add(insertRecord(2L, 2L, "Hello", 2));
    expectedOutput.add(insertRecord(3L, 2L, "Hello world", 3));
    expectedOutput.add(insertRecord(4L, 3L, "Helloworld, how are you?", 4));
    expectedOutput.add(insertRecord(5L, 3L, "I am fine.", 5));
    expectedOutput.add(insertRecord(6L, 3L, "Luke Skywalker", 6));
    expectedOutput.add(insertRecord(7L, 4L, "Comment#1", 7));
    expectedOutput.add(insertRecord(8L, 4L, "Comment#2", 8));
    expectedOutput.add(insertRecord(9L, 4L, "Comment#3", 9));
    expectedOutput.add(new Watermark(9L));
    // do a snapshot, data could be recovered from state
    OperatorSubtaskState snapshot = testHarness.snapshot(0L, 0);
    assertor.assertOutputEquals("output wrong.", expectedOutput, testHarness.getOutput());
    testHarness.close();
    expectedOutput.clear();
    operator = createSortOperator(inputRowType, rowTimeIdx, null);
    testHarness = createTestHarness(operator);
    testHarness.initializeState(snapshot);
    testHarness.open();
    // late data will be dropped
    testHarness.processElement(insertRecord(5L, 3L, "I am fine.", 6));
    testHarness.processWatermark(new Watermark(10L));
    expectedOutput.add(insertRecord(10L, 4L, "Comment#4", 10));
    expectedOutput.add(new Watermark(10L));
    assertor.assertOutputEquals("output wrong.", expectedOutput, testHarness.getOutput());
    // those watermark has no effect
    testHarness.processWatermark(new Watermark(11L));
    testHarness.processWatermark(new Watermark(12L));
    expectedOutput.add(new Watermark(11L));
    expectedOutput.add(new Watermark(12L));
    assertor.assertOutputEquals("output wrong.", expectedOutput, testHarness.getOutput());
}
Also used : ArrayList(java.util.ArrayList) BigIntType(org.apache.flink.table.types.logical.BigIntType) OperatorSubtaskState(org.apache.flink.runtime.checkpoint.OperatorSubtaskState) BigIntType(org.apache.flink.table.types.logical.BigIntType) IntType(org.apache.flink.table.types.logical.IntType) RowData(org.apache.flink.table.data.RowData) RowDataHarnessAssertor(org.apache.flink.table.runtime.util.RowDataHarnessAssertor) Watermark(org.apache.flink.streaming.api.watermark.Watermark) Test(org.junit.Test)

Aggregations

BigIntType (org.apache.flink.table.types.logical.BigIntType)22 IntType (org.apache.flink.table.types.logical.IntType)14 LogicalType (org.apache.flink.table.types.logical.LogicalType)10 VarCharType (org.apache.flink.table.types.logical.VarCharType)9 ArrayList (java.util.ArrayList)8 BooleanType (org.apache.flink.table.types.logical.BooleanType)7 DecimalType (org.apache.flink.table.types.logical.DecimalType)7 RowType (org.apache.flink.table.types.logical.RowType)7 TimestampType (org.apache.flink.table.types.logical.TimestampType)7 Test (org.junit.Test)7 RowData (org.apache.flink.table.data.RowData)6 DoubleType (org.apache.flink.table.types.logical.DoubleType)6 FloatType (org.apache.flink.table.types.logical.FloatType)6 SmallIntType (org.apache.flink.table.types.logical.SmallIntType)6 TinyIntType (org.apache.flink.table.types.logical.TinyIntType)6 DateType (org.apache.flink.table.types.logical.DateType)5 OperatorSubtaskState (org.apache.flink.runtime.checkpoint.OperatorSubtaskState)4 Watermark (org.apache.flink.streaming.api.watermark.Watermark)4 BigDecimal (java.math.BigDecimal)3 VarBinaryType (org.apache.flink.table.types.logical.VarBinaryType)3