content: /*
   * Copyright 2022 The FeatHub Authors
   *
   * Licensed 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
   *
   *     https://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 com.alibaba.feathub.flink.udf.processfunction;
  
  import org.apache.flink.streaming.api.datastream.DataStream;
  import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
  import org.apache.flink.table.api.DataTypes;
  import org.apache.flink.table.api.Schema;
  import org.apache.flink.table.api.Table;
  import org.apache.flink.table.api.bridge.java.StreamTableEnvironment;
  import org.apache.flink.table.types.DataType;
  import org.apache.flink.types.Row;
  import org.apache.flink.util.CollectionUtil;
  
  import com.alibaba.feathub.flink.udf.AggregationFieldsDescriptor;
  import com.alibaba.feathub.flink.udf.SlidingWindowDescriptor;
  import com.alibaba.feathub.flink.udf.SlidingWindowUtils;
  import org.junit.jupiter.api.BeforeEach;
  import org.junit.jupiter.api.Test;
  
  import java.time.Duration;
  import java.time.Instant;
  import java.util.Collections;
  import java.util.HashMap;
  import java.util.List;
  import java.util.Map;
  
  import static org.apache.flink.table.api.Expressions.$;
  import static org.assertj.core.api.Assertions.assertThat;
  
  /** Test for {@link SlidingWindowKeyedProcessFunction}. */
  public class SlidingWindowKeyedProcessFunctionTest {
      private StreamTableEnvironment tEnv;
      private Table inputTable;
  
      @BeforeEach
      void setUp() {
          StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
          tEnv = StreamTableEnvironment.create(env);
          final DataStream<Row> data =
                  env.fromElements(
                          Row.of(0, 1L, Instant.ofEpochMilli(0)),
                          Row.of(1, 2L, Instant.ofEpochMilli(600)),
                          Row.of(1, 3L, Instant.ofEpochMilli(1100)),
                          Row.of(0, 4L, Instant.ofEpochMilli(5000)),
                          Row.of(0, 3L, Instant.ofEpochMilli(4000)),
                          Row.of(0, 5L, Instant.ofEpochMilli(6000)));
          inputTable =
                  tEnv.fromDataStream(
                                  data,
                                  Schema.newBuilder()
                                          .column("f0", DataTypes.INT())
                                          .column("f1", DataTypes.BIGINT())
                                          .column("f2", DataTypes.TIMESTAMP_LTZ(3))
                                          .watermark("f2", "f2 - INTERVAL '2' SECOND")
                                          .build())
                          .as("id", "val", "ts");
      }
  
      private void verifyResult(
              AggregationFieldsDescriptor aggDescriptors, Row zeroValuedRow, List<Row> expected) {
  
          SlidingWindowDescriptor windowDescriptor =
                  new SlidingWindowDescriptor(Duration.ofSeconds(1), Collections.singletonList("id"));
  
          Table table = inputTable;
          for (AggregationFieldsDescriptor.AggregationFieldDescriptor descriptor :
                  aggDescriptors.getAggFieldDescriptors()) {
              table = table.addOrReplaceColumns($("val").as(descriptor.fieldName));
          }
  
          DataStream<Row> stream =
                  SlidingWindowUtils.applySlidingWindowPreAggregationProcess(
                          tEnv, table, windowDescriptor, aggDescriptors, "ts");
  
          Map<String, DataType> dataTypeMap =
                  new HashMap<String, DataType>() {
                      {
                          put("id", DataTypes.INT());
                          put("val", DataTypes.BIGINT());
                          put("ts", DataTypes.TIMESTAMP_LTZ(3));
                      }
                  };
  
          for (AggregationFieldsDescriptor.AggregationFieldDescriptor descriptor :
                  aggDescriptors.getAggFieldDescriptors()) {
              dataTypeMap.put(descriptor.fieldName, descriptor.dataType);
          }
  
          table =
                  SlidingWindowUtils.applySlidingWindowAggregationProcess(
                          tEnv,
                          stream,
                          dataTypeMap,
                          windowDescriptor,
                          "ts",
                          aggDescriptors,
                          zeroValuedRow,
                          false);
  
          List<Row> actual = CollectionUtil.iteratorToList(table.execute().collect());
          assertThat(actual).containsExactlyInAnyOrderElementsOf(expected);
      }
  
      @Test
      void testMultiSlidingWindowSizeProcessFunction() {
          AggregationFieldsDescriptor aggDescriptors =
                  AggregationFieldsDescriptor.builder()
                          .addField(
                                  "val_sum_1",
                                  DataTypes.BIGINT(),
                                  DataTypes.BIGINT(),
                                  1000L,
                                  null,
                                  null,
                                  "SUM")
                          .addField(
                                  "val_sum_2",
                                  DataTypes.BIGINT(),
                                  DataTypes.BIGINT(),
                                  2000L,
                                  null,
                                  null,
                                  "SUM")
                          .addField(
                                  "val_avg_1",
                                  DataTypes.BIGINT(),
                                  DataTypes.FLOAT(),
                                  1000L,
                                  null,
                                  null,
                                  "AVG")
                          .addField(
                                  "val_avg_2",
                                  DataTypes.BIGINT(),
                                  DataTypes.DOUBLE(),
                                  2000L,
                                  null,
                                  null,
                                  "AVG")
                          .addField(
                                  "val_value_counts_2",
                                  DataTypes.BIGINT(),
                                  DataTypes.MAP(DataTypes.BIGINT(), DataTypes.BIGINT()),
                                  2000L,
                                  null,
                                  null,
                                  "VALUE_COUNTS")
                          .build();
  
          List<Row> expected =
                  java.util.Arrays.asList(
                          Row.of(
                                  1,
                                  2L,
                                  2L,
                                  2.0f,
                                  2.0,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(2L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(999)),
                          Row.of(
                                  1,
                                  3L,
                                  5L,
                                  3.0f,
                                  2.5,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(2L, 1L);
                                          put(3L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(1999)),
                          Row.of(
                                  1,
                                  0L,
                                  3L,
                                  null,
                                  3.0,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(3L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(2999)),
                          Row.of(
                                  0,
                                  1L,
                                  1L,
                                  1.0f,
                                  1.0,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(1L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(999)),
                          Row.of(
                                  0,
                                  0L,
                                  1L,
                                  null,
                                  1.0,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(1L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(1999)),
                          Row.of(
                                  0,
                                  3L,
                                  3L,
                                  3.0f,
                                  3.0,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(3L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(4999)),
                          Row.of(
                                  0,
                                  4L,
                                  7L,
                                  4.0f,
                                  3.5,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(3L, 1L);
                                          put(4L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(5999)),
                          Row.of(
                                  0,
                                  5L,
                                  9L,
                                  5.0f,
                                  4.5,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(4L, 1L);
                                          put(5L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(6999)),
                          Row.of(
                                  0,
                                  0L,
                                  5L,
                                  null,
                                  5.0,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(5L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(7999)));
  
          verifyResult(aggDescriptors, null, expected);
      }
  
      @Test
      void testEnableEmptyWindowOutputDisableSameWindowOutput() {
          final Row zeroValuedRow = Row.withNames();
          zeroValuedRow.setField("val_sum_2", 0);
          zeroValuedRow.setField("val_avg_2", null);
          zeroValuedRow.setField("val_value_counts_2", null);
  
          AggregationFieldsDescriptor aggDescriptors =
                  AggregationFieldsDescriptor.builder()
                          .addField(
                                  "val_sum_2",
                                  DataTypes.BIGINT(),
                                  DataTypes.BIGINT(),
                                  2000L,
                                  null,
                                  null,
                                  "SUM")
                          .addField(
                                  "val_avg_2",
                                  DataTypes.BIGINT(),
                                  DataTypes.DOUBLE(),
                                  2000L,
                                  null,
                                  null,
                                  "AVG")
                          .addField(
                                  "val_value_counts_2",
                                  DataTypes.BIGINT(),
                                  DataTypes.MAP(DataTypes.BIGINT(), DataTypes.BIGINT()),
                                  2000L,
                                  null,
                                  null,
                                  "VALUE_COUNTS")
                          .build();
  
          List<Row> expected =
                  java.util.Arrays.asList(
                          Row.of(
                                  1,
                                  2L,
                                  2.0,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(2L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(999)),
                          Row.of(
                                  1,
                                  5L,
                                  2.5,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(2L, 1L);
                                          put(3L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(1999)),
                          Row.of(
                                  1,
                                  3L,
                                  3.0,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(3L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(2999)),
                          Row.of(1, 0L, null, null, Instant.ofEpochMilli(3999)),
                          Row.of(
                                  0,
                                  1L,
                                  1.0,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(1L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(999)),
                          Row.of(
                                  0,
                                  1L,
                                  1.0,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(1L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(1999)),
                          Row.of(0, 0L, null, null, Instant.ofEpochMilli(2999)),
                          Row.of(
                                  0,
                                  3L,
                                  3.0,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(3L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(4999)),
                          Row.of(
                                  0,
                                  7L,
                                  3.5,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(3L, 1L);
                                          put(4L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(5999)),
                          Row.of(
                                  0,
                                  9L,
                                  4.5,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(4L, 1L);
                                          put(5L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(6999)),
                          Row.of(
                                  0,
                                  5L,
                                  5.0,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(5L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(7999)),
                          Row.of(0, 0L, null, null, Instant.ofEpochMilli(8999)));
  
          verifyResult(aggDescriptors, zeroValuedRow, expected);
      }
  
      @Test
      void testEnableEmptyWindowOutputAndSameWindowOutput() {
          final Row zeroValuedRow = Row.withNames();
          zeroValuedRow.setField("val_sum_2", 0);
          zeroValuedRow.setField("val_avg_2", null);
          zeroValuedRow.setField("val_value_counts_2", null);
  
          AggregationFieldsDescriptor aggDescriptors =
                  AggregationFieldsDescriptor.builder()
                          .addField(
                                  "val_sum_2",
                                  DataTypes.BIGINT(),
                                  DataTypes.BIGINT(),
                                  2000L,
                                  null,
                                  null,
                                  "SUM")
                          .addField(
                                  "val_avg_2",
                                  DataTypes.BIGINT(),
                                  DataTypes.DOUBLE(),
                                  2000L,
                                  null,
                                  null,
                                  "AVG")
                          .addField(
                                  "val_value_counts_2",
                                  DataTypes.BIGINT(),
                                  DataTypes.MAP(DataTypes.BIGINT(), DataTypes.BIGINT()),
                                  2000L,
                                  null,
                                  null,
                                  "VALUE_COUNTS")
                          .build();
  
          List<Row> expected =
                  java.util.Arrays.asList(
                          Row.of(
                                  1,
                                  2L,
                                  2.0,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(2L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(999)),
                          Row.of(
                                  1,
                                  5L,
                                  2.5,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(2L, 1L);
                                          put(3L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(1999)),
                          Row.of(
                                  1,
                                  3L,
                                  3.0,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(3L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(2999)),
                          Row.of(1, 0L, null, null, Instant.ofEpochMilli(3999)),
                          Row.of(
                                  0,
                                  1L,
                                  1.0,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(1L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(999)),
                          Row.of(
                                  0,
                                  1L,
                                  1.0,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(1L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(1999)),
                          Row.of(0, 0L, null, null, Instant.ofEpochMilli(2999)),
                          Row.of(
                                  0,
                                  3L,
                                  3.0,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(3L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(4999)),
                          Row.of(
                                  0,
                                  7L,
                                  3.5,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(3L, 1L);
                                          put(4L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(5999)),
                          Row.of(
                                  0,
                                  9L,
                                  4.5,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(4L, 1L);
                                          put(5L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(6999)),
                          Row.of(
                                  0,
                                  5L,
                                  5.0,
                                  new HashMap<Long, Long>() {
                                      {
                                          put(5L, 1L);
                                      }
                                  },
                                  Instant.ofEpochMilli(7999)),
                          Row.of(0, 0L, null, null, Instant.ofEpochMilli(8999)));
  
          verifyResult(aggDescriptors, zeroValuedRow, expected);
      }
  
      @Test
      void testMinMax() {
          AggregationFieldsDescriptor aggDescriptors =
                  AggregationFieldsDescriptor.builder()
                          .addField(
                                  "val_max_1",
                                  DataTypes.BIGINT(),
                                  DataTypes.BIGINT(),
                                  1000L,
                                  null,
                                  null,
                                  "MAX")
                          .addField(
                                  "val_max_2",
                                  DataTypes.BIGINT(),
                                  DataTypes.BIGINT(),
                                  2000L,
                                  null,
                                  null,
                                  "MAX")
                          .addField(
                                  "val_min_1",
                                  DataTypes.BIGINT(),
                                  DataTypes.BIGINT(),
                                  1000L,
                                  null,
                                  null,
                                  "MIN")
                          .addField(
                                  "val_min_2",
                                  DataTypes.BIGINT(),
                                  DataTypes.BIGINT(),
                                  2000L,
                                  null,
                                  null,
                                  "MIN")
                          .build();
  
          List<Row> expected =
                  java.util.Arrays.asList(
                          Row.of(1, 2L, 2L, 2L, 2L, Instant.ofEpochMilli(999)),
                          Row.of(1, 3L, 3L, 3L, 2L, Instant.ofEpochMilli(1999)),
                          Row.of(1, null, 3L, null, 3L, Instant.ofEpochMilli(2999)),
                          Row.of(0, 1L, 1L, 1L, 1L, Instant.ofEpochMilli(999)),
                          Row.of(0, null, 1L, null, 1L, Instant.ofEpochMilli(1999)),
                          Row.of(0, 3L, 3L, 3L, 3L, Instant.ofEpochMilli(4999)),
                          Row.of(0, 4L, 4L, 4L, 3L, Instant.ofEpochMilli(5999)),
                          Row.of(0, 5L, 5L, 5L, 4L, Instant.ofEpochMilli(6999)),
                          Row.of(0, null, 5L, null, 5L, Instant.ofEpochMilli(7999)));
  
          verifyResult(aggDescriptors, null, expected);
      }
  
      @Test
      void testFirstValue() {
          AggregationFieldsDescriptor aggDescriptors =
                  AggregationFieldsDescriptor.builder()
                          .addField(
                                  "val_first_value_1",
                                  DataTypes.BIGINT(),
                                  DataTypes.BIGINT(),
                                  1000L,
                                  null,
                                  null,
                                  "FIRST_VALUE")
                          .addField(
                                  "val_first_value_2",
                                  DataTypes.BIGINT(),
                                  DataTypes.BIGINT(),
                                  2000L,
                                  null,
                                  null,
                                  "FIRST_VALUE")
                          .build();
  
          List<Row> expected =
                  java.util.Arrays.asList(
                          Row.of(1, 2L, 2L, Instant.ofEpochMilli(999)),
                          Row.of(1, 3L, 2L, Instant.ofEpochMilli(1999)),
                          Row.of(1, null, 3L, Instant.ofEpochMilli(2999)),
                          Row.of(0, 1L, 1L, Instant.ofEpochMilli(999)),
                          Row.of(0, null, 1L, Instant.ofEpochMilli(1999)),
                          Row.of(0, 3L, 3L, Instant.ofEpochMilli(4999)),
                          Row.of(0, 4L, 3L, Instant.ofEpochMilli(5999)),
                          Row.of(0, 5L, 4L, Instant.ofEpochMilli(6999)),
                          Row.of(0, null, 5L, Instant.ofEpochMilli(7999)));
  
          verifyResult(aggDescriptors, null, expected);
      }
  
      @Test
      void testLastValue() {
          AggregationFieldsDescriptor aggDescriptors =
                  AggregationFieldsDescriptor.builder()
                          .addField(
                                  "val_last_value_1",
                                  DataTypes.BIGINT(),
                                  DataTypes.BIGINT(),
                                  1000L,
                                  null,
                                  null,
                                  "LAST_VALUE")
                          .addField(
                                  "val_last_value_2",
                                  DataTypes.BIGINT(),
                                  DataTypes.BIGINT(),
                                  2000L,
                                  null,
                                  null,
                                  "LAST_VALUE")
                          .build();
  
          List<Row> expected =
                  java.util.Arrays.asList(
                          Row.of(1, 2L, 2L, Instant.ofEpochMilli(999)),
                          Row.of(1, 3L, 3L, Instant.ofEpochMilli(1999)),
                          Row.of(1, null, 3L, Instant.ofEpochMilli(2999)),
                          Row.of(0, 1L, 1L, Instant.ofEpochMilli(999)),
                          Row.of(0, null, 1L, Instant.ofEpochMilli(1999)),
                          Row.of(0, 3L, 3L, Instant.ofEpochMilli(4999)),
                          Row.of(0, 4L, 4L, Instant.ofEpochMilli(5999)),
                          Row.of(0, 5L, 5L, Instant.ofEpochMilli(6999)),
                          Row.of(0, null, 5L, Instant.ofEpochMilli(7999)));
  
          verifyResult(aggDescriptors, null, expected);
      }
  
      @Test
      void testMultipleLimitSize() {
          final Row zeroValuedRow = Row.withNames();
          zeroValuedRow.setField("val_sum_1", 0);
          zeroValuedRow.setField("val_sum_2", 0);
          zeroValuedRow.setField("val_sum_3", 0);
          zeroValuedRow.setField("val_sum_4", 0);
          AggregationFieldsDescriptor aggDescriptors =
                  AggregationFieldsDescriptor.builder()
                          .addField(
                                  "val_sum_1",
                                  DataTypes.BIGINT(),
                                  DataTypes.BIGINT(),
                                  3000L,
                                  1L,
                                  null,
                                  "SUM")
                          .addField(
                                  "val_sum_2",
                                  DataTypes.BIGINT(),
                                  DataTypes.BIGINT(),
                                  3000L,
                                  2L,
                                  null,
                                  "SUM")
                          .addField(
                                  "val_sum_3",
                                  DataTypes.BIGINT(),
                                  DataTypes.BIGINT(),
                                  2000L,
                                  1L,
                                  null,
                                  "SUM")
                          .addField(
                                  "val_sum_4",
                                  DataTypes.BIGINT(),
                                  DataTypes.BIGINT(),
                                  2000L,
                                  null,
                                  null,
                                  "SUM")
                          .build();
  
          List<Row> expected =
                  java.util.Arrays.asList(
                          Row.of(1, 2L, 2L, 2L, 2L, Instant.ofEpochMilli(999)),
                          Row.of(1, 3L, 5L, 3L, 5L, Instant.ofEpochMilli(1999)),
                          Row.of(1, 3L, 5L, 3L, 3L, Instant.ofEpochMilli(2999)),
                          Row.of(1, 3L, 3L, 0L, 0L, Instant.ofEpochMilli(3999)),
                          Row.of(1, 0L, 0L, 0L, 0L, Instant.ofEpochMilli(4999)),
                          Row.of(0, 1L, 1L, 1L, 1L, Instant.ofEpochMilli(999)),
                          Row.of(0, 1L, 1L, 1L, 1L, Instant.ofEpochMilli(1999)),
                          Row.of(0, 1L, 1L, 0L, 0L, Instant.ofEpochMilli(2999)),
                          Row.of(0, 0L, 0L, 0L, 0L, Instant.ofEpochMilli(3999)),
                          Row.of(0, 3L, 3L, 3L, 3L, Instant.ofEpochMilli(4999)),
                          Row.of(0, 4L, 7L, 4L, 7L, Instant.ofEpochMilli(5999)),
                          Row.of(0, 5L, 9L, 5L, 9L, Instant.ofEpochMilli(6999)),
                          Row.of(0, 5L, 9L, 5L, 5L, Instant.ofEpochMilli(7999)),
                          Row.of(0, 5L, 5L, 0L, 0L, Instant.ofEpochMilli(8999)),
                          Row.of(0, 0L, 0L, 0L, 0L, Instant.ofEpochMilli(9999)));
  
          verifyResult(aggDescriptors, zeroValuedRow, expected);
      }
  
      @Test
      void testWithFilterExpr() {
          AggregationFieldsDescriptor aggDescriptors =
                  AggregationFieldsDescriptor.builder()
                          .addField(
                                  "val_sum_1",
                                  DataTypes.BIGINT(),
                                  DataTypes.BIGINT(),
                                  2000L,
                                  null,
                                  null,
                                  "SUM")
                          .addField(
                                  "val_sum_2",
                                  DataTypes.BIGINT(),
                                  DataTypes.BIGINT(),
                                  2000L,
                                  null,
                                  "`val` = 2",
                                  "SUM")
                          .addField(
                                  "val_sum_3",
                                  DataTypes.BIGINT(),
                                  DataTypes.BIGINT(),
                                  2000L,
                                  null,
                                  "`val` = 2 OR `val` = 3",
                                  "SUM")
                          .addField(
                                  "val_sum_4",
                                  DataTypes.BIGINT(),
                                  DataTypes.BIGINT(),
                                  2000L,
                                  1L,
                                  "`val` = 2 OR `val` = 3",
                                  "SUM")
                          .build();
  
          List<Row> expected =
                  java.util.Arrays.asList(
                          Row.of(1, 2L, 2L, 2L, 2L, Instant.ofEpochMilli(999)),
                          Row.of(1, 5L, 2L, 5L, 3L, Instant.ofEpochMilli(1999)),
                          Row.of(1, 3L, 0L, 3L, 3L, Instant.ofEpochMilli(2999)),
                          Row.of(0, 1L, 0L, 0L, 0L, Instant.ofEpochMilli(999)),
                          Row.of(0, 1L, 0L, 0L, 0L, Instant.ofEpochMilli(1999)),
                          Row.of(0, 3L, 0L, 3L, 3L, Instant.ofEpochMilli(4999)),
                          Row.of(0, 7L, 0L, 3L, 3L, Instant.ofEpochMilli(5999)),
                          Row.of(0, 9L, 0L, 0L, 0L, Instant.ofEpochMilli(6999)),
                          Row.of(0, 5L, 0L, 0L, 0L, Instant.ofEpochMilli(7999)));
  
          verifyResult(aggDescriptors, null, expected);
      }
  }
  