@Test
  public void testSimpleSubAggregations() throws Exception {
    final String query =
        String.format(
            "SELECT /*! DOCS_WITH_AGGREGATION(10) */ * FROM %s/account GROUP BY (gender), (state) ",
            TEST_INDEX);

    SqlElasticSearchRequestBuilder select = getSearchRequestBuilder(query);
    SearchResponse response = (SearchResponse) select.get();
    Aggregations result = response.getAggregations();

    Terms gender = result.get("gender");
    for (Terms.Bucket genderBucket : gender.getBuckets()) {
      String genderKey = genderBucket.getKey();
      Assert.assertTrue("Gender should be m or f", genderKey.equals("m") || genderKey.equals("f"));
    }

    Assert.assertEquals(2, gender.getBuckets().size());

    Terms state = result.get("state");
    for (Terms.Bucket stateBucket : state.getBuckets()) {
      if (stateBucket.getKey().equalsIgnoreCase("ak")) {
        Assert.assertTrue("There are 22 entries for state ak", stateBucket.getDocCount() == 22);
      }
    }

    Assert.assertEquals(response.getHits().totalHits(), 1000);
    Assert.assertEquals(response.getHits().hits().length, 10);
  }
示例#2
0
 public SearchResult(SearchResponse resp, Select select) throws SqlParseException {
   Aggregations aggs = resp.getAggregations();
   if (aggs.get("filter") != null) {
     InternalFilter inf = aggs.get("filter");
     aggs = inf.getAggregations();
   }
   if (aggs.get("group by") != null) {
     InternalTerms terms = aggs.get("group by");
     Collection<Bucket> buckets = terms.getBuckets();
     this.total = buckets.size();
     results = new ArrayList<>(buckets.size());
     for (Bucket bucket : buckets) {
       Map<String, Object> aggsMap = toAggsMap(bucket.getAggregations().getAsMap());
       aggsMap.put("docCount", bucket.getDocCount());
       results.add(aggsMap);
     }
   } else {
     results = new ArrayList<>(1);
     this.total = 1;
     Map<String, Object> map = new HashMap<>();
     for (Aggregation aggregation : aggs) {
       map.put(aggregation.getName(), covenValue(aggregation));
     }
     results.add(map);
   }
 }
  @Test
  public void reverseAnotherNestedGroupByOnNestedFieldWithFilterTestWithReverseNestedNoPath()
      throws Exception {
    Aggregations result =
        query(
            String.format(
                "SELECT COUNT(*) FROM %s/nestedType GROUP BY  nested(message.info),filter('myFilter',message.info = 'a'),reverse_nested(comment.data,'~comment')",
                TEST_INDEX));
    InternalNested nested = result.get("message.info@NESTED");
    InternalFilter filter = nested.getAggregations().get("myFilter@FILTER");
    Terms infos = filter.getAggregations().get("message.info");
    Assert.assertEquals(1, infos.getBuckets().size());
    for (Terms.Bucket bucket : infos.getBuckets()) {
      InternalReverseNested reverseNested =
          bucket.getAggregations().get("comment.data@NESTED_REVERSED");
      InternalNested innerNested = reverseNested.getAggregations().get("comment.data@NESTED");
      Terms terms = innerNested.getAggregations().get("comment.data");
      Terms.Bucket internalBucket = terms.getBuckets().get(0);

      long count = ((ValueCount) internalBucket.getAggregations().get("COUNT(*)")).getValue();
      String key = internalBucket.getKey();
      if (key.equalsIgnoreCase("ab")) {
        Assert.assertEquals(2, count);
      } else {
        throw new Exception(String.format("Unexpected key. expected: only a . found: %s", key));
      }
    }
  }
 @Test
 public void percentileTestSpecific()
     throws IOException, SqlParseException, SQLFeatureNotSupportedException {
   Aggregations result =
       query(String.format("SELECT PERCENTILES(age,25.0,75.0) x FROM %s/account", TEST_INDEX));
   Percentiles percentiles = result.get("x");
   Assert.assertTrue(Math.abs(percentiles.percentile(25.0) - 25.0) < 0.001);
   Assert.assertTrue(Math.abs(percentiles.percentile(75.0) - 35.0) < 0.001);
 }
 @Test
 public void minOnNestedField() throws Exception {
   Aggregations result =
       query(
           String.format(
               "SELECT min(nested(message.dayOfWeek)) as minDays FROM %s/nestedType", TEST_INDEX));
   InternalNested nested = result.get("message.dayOfWeek@NESTED");
   Min mins = nested.getAggregations().get("minDays");
   Assert.assertEquals(1.0, mins.getValue(), 0.0001);
 }
 @Test
 public void sumOnNestedField() throws Exception {
   Aggregations result =
       query(
           String.format(
               "SELECT sum(nested(message.dayOfWeek)) as sumDays FROM %s/nestedType", TEST_INDEX));
   InternalNested nested = result.get("message.dayOfWeek@NESTED");
   Sum sum = nested.getAggregations().get("sumDays");
   Assert.assertEquals(13.0, sum.getValue(), 0.0001);
 }
 @Test
 public void statsTest() throws IOException, SqlParseException, SQLFeatureNotSupportedException {
   Aggregations result = query(String.format("SELECT STATS(age) FROM %s/account", TEST_INDEX));
   Stats stats = result.get("STATS(age)");
   Assert.assertEquals(1000, stats.getCount());
   assertThat(stats.getSum(), equalTo(30171.0));
   assertThat(stats.getMin(), equalTo(20.0));
   assertThat(stats.getMax(), equalTo(40.0));
   assertThat(stats.getAvg(), equalTo(30.171));
 }
  @Test
  public void limitTest() throws IOException, SqlParseException, SQLFeatureNotSupportedException {
    Aggregations result =
        query(
            String.format(
                "SELECT COUNT(*) FROM %s/account GROUP BY age ORDER BY COUNT(*) LIMIT 5",
                TEST_INDEX));
    Terms age = result.get("age");

    assertThat(age.getBuckets().size(), equalTo(5));
  }
  @Test
  public void termsWithSize() throws Exception {
    Map<String, Set<Integer>> buckets = new HashMap<>();

    Aggregations result =
        query(
            String.format(
                "SELECT COUNT(*) FROM %s/account GROUP BY terms('alias'='ageAgg','field'='age','size'=3)",
                TEST_INDEX));
    Terms gender = result.get("ageAgg");
    Assert.assertEquals(3, gender.getBuckets().size());
  }
  @Test
  public void testSubAggregations() throws Exception {
    Set expectedAges =
        new HashSet<>(ContiguousSet.create(Range.closed(20, 40), DiscreteDomain.integers()));
    final String query =
        String.format(
            "SELECT /*! DOCS_WITH_AGGREGATION(10) */"
                + " * FROM %s/account GROUP BY (gender, age), (state) LIMIT 0,10",
            TEST_INDEX);

    Map<String, Set<Integer>> buckets = new HashMap<>();

    SqlElasticSearchRequestBuilder select = getSearchRequestBuilder(query);
    SearchResponse response = (SearchResponse) select.get();
    Aggregations result = response.getAggregations();

    Terms gender = result.get("gender");
    for (Terms.Bucket genderBucket : gender.getBuckets()) {
      String genderKey = genderBucket.getKey();
      buckets.put(genderKey, new HashSet<Integer>());
      Terms ageBuckets = (Terms) genderBucket.getAggregations().get("age");
      for (Terms.Bucket ageBucket : ageBuckets.getBuckets()) {
        buckets.get(genderKey).add(Integer.parseInt(ageBucket.getKey()));
      }
    }

    Assert.assertEquals(2, buckets.keySet().size());
    Assert.assertEquals(expectedAges, buckets.get("m"));
    Assert.assertEquals(expectedAges, buckets.get("f"));

    Terms state = result.get("state");
    for (Terms.Bucket stateBucket : state.getBuckets()) {
      if (stateBucket.getKey().equalsIgnoreCase("ak")) {
        Assert.assertTrue("There are 22 entries for state ak", stateBucket.getDocCount() == 22);
      }
    }

    Assert.assertEquals(response.getHits().totalHits(), 1000);
    Assert.assertEquals(response.getHits().hits().length, 10);
  }
 @Test
 public void geoBounds() throws SQLFeatureNotSupportedException, SqlParseException {
   Aggregations result =
       query(
           String.format(
               "SELECT * FROM %s/location GROUP BY geo_bounds(field='center',alias='bounds') ",
               TEST_INDEX));
   InternalGeoBounds bounds = result.get("bounds");
   Assert.assertEquals(0.5, bounds.bottomRight().getLat(), 0.001);
   Assert.assertEquals(105.0, bounds.bottomRight().getLon(), 0.001);
   Assert.assertEquals(5.0, bounds.topLeft().getLat(), 0.001);
   Assert.assertEquals(100.5, bounds.topLeft().getLon(), 0.001);
 }
 @Test
 public void geoHashGrid() throws SQLFeatureNotSupportedException, SqlParseException {
   Aggregations result =
       query(
           String.format(
               "SELECT COUNT(*) FROM %s/location GROUP BY geohash_grid(field='center',precision=5) ",
               TEST_INDEX));
   InternalGeoHashGrid grid = result.get("geohash_grid(field=center,precision=5)");
   Collection<GeoHashGrid.Bucket> buckets = grid.getBuckets();
   for (GeoHashGrid.Bucket bucket : buckets) {
     Assert.assertTrue(bucket.getKey().equals("w2fsm") || bucket.getKey().equals("w0p6y"));
     Assert.assertEquals(1, bucket.getDocCount());
   }
 }
 @Test
 public void extendedStatsTest()
     throws IOException, SqlParseException, SQLFeatureNotSupportedException {
   Aggregations result =
       query(String.format("SELECT EXTENDED_STATS(age) FROM %s/account", TEST_INDEX));
   ExtendedStats stats = result.get("EXTENDED_STATS(age)");
   Assert.assertEquals(1000, stats.getCount());
   assertThat(stats.getMin(), equalTo(20.0));
   assertThat(stats.getMax(), equalTo(40.0));
   assertThat(stats.getAvg(), equalTo(30.171));
   assertThat(stats.getSum(), equalTo(30171.0));
   assertThat(stats.getSumOfSquares(), equalTo(946393.0));
   Assert.assertTrue(Math.abs(stats.getStdDeviation() - 6.008640362012022) < 0.0001);
   Assert.assertTrue(Math.abs(stats.getVariance() - 36.10375899999996) < 0.0001);
 }
 @Test
 public void groupByTest() throws Exception {
   Aggregations result =
       query(String.format("SELECT COUNT(*) FROM %s/account GROUP BY gender", TEST_INDEX));
   Terms gender = result.get("gender");
   for (Terms.Bucket bucket : gender.getBuckets()) {
     String key = bucket.getKey();
     long count = ((ValueCount) bucket.getAggregations().get("COUNT(*)")).getValue();
     if (key.equalsIgnoreCase("m")) {
       Assert.assertEquals(507, count);
     } else if (key.equalsIgnoreCase("f")) {
       Assert.assertEquals(493, count);
     } else {
       throw new Exception(String.format("Unexpected key. expected: m OR f. found: %s", key));
     }
   }
 }
 @Test
 public void reverseToRootGroupByOnNestedFieldWithFilterAndSumOnReverseNestedField()
     throws Exception {
   Aggregations result =
       query(
           String.format(
               "SELECT sum(reverse_nested(myNum)) bla FROM %s/nestedType GROUP BY  nested(message.info),filter('myFilter',message.info = 'a')",
               TEST_INDEX));
   InternalNested nested = result.get("message.info@NESTED");
   InternalFilter filter = nested.getAggregations().get("myFilter@FILTER");
   Terms infos = filter.getAggregations().get("message.info");
   Assert.assertEquals(1, infos.getBuckets().size());
   for (Terms.Bucket bucket : infos.getBuckets()) {
     InternalReverseNested reverseNested = bucket.getAggregations().get("myNum@NESTED");
     InternalSum sum = reverseNested.getAggregations().get("bla");
     Assert.assertEquals(5.0, sum.getValue(), 0.000001);
   }
 }
 @Test
 public void reverseToRootGroupByOnNestedFieldWithFilterTestWithReverseNestedOnHistogram()
     throws Exception {
   Aggregations result =
       query(
           String.format(
               "SELECT COUNT(*) FROM %s/nestedType GROUP BY  nested(message.info),filter('myFilter',message.info = 'a'),histogram('field'='myNum','reverse_nested'='','interval'='2' , 'alias' = 'someAlias' )",
               TEST_INDEX));
   InternalNested nested = result.get("message.info@NESTED");
   InternalFilter filter = nested.getAggregations().get("myFilter@FILTER");
   Terms infos = filter.getAggregations().get("message.info");
   Assert.assertEquals(1, infos.getBuckets().size());
   for (Terms.Bucket bucket : infos.getBuckets()) {
     InternalReverseNested reverseNested = bucket.getAggregations().get("someAlias@NESTED");
     InternalHistogram histogram = reverseNested.getAggregations().get("someAlias");
     Assert.assertEquals(2, histogram.getBuckets().size());
   }
 }
  @Test
  public void orderByDescTest()
      throws IOException, SqlParseException, SQLFeatureNotSupportedException {
    ArrayList<Long> agesCount = new ArrayList<>();

    Aggregations result =
        query(
            String.format(
                "SELECT COUNT(*) FROM %s/account GROUP BY age ORDER BY COUNT(*) DESC", TEST_INDEX));
    Terms age = result.get("age");

    for (Terms.Bucket bucket : age.getBuckets()) {
      agesCount.add(((ValueCount) bucket.getAggregations().get("COUNT(*)")).getValue());
    }

    ArrayList<Long> sortedAgesCount = (ArrayList<Long>) agesCount.clone();
    Collections.sort(sortedAgesCount, Collections.reverseOrder());
    Assert.assertTrue("The list is not ordered descending", agesCount.equals(agesCount));
  }
 @Test
 public void histogramOnNestedField() throws Exception {
   Aggregations result =
       query(
           String.format(
               "select count(*) from %s/nestedType group by histogram('field'='message.dayOfWeek','nested'='message','interval'='2' , 'alias' = 'someAlias' )",
               TEST_INDEX));
   InternalNested nested = result.get("message@NESTED");
   Histogram histogram = nested.getAggregations().get("someAlias");
   for (Histogram.Bucket bucket : histogram.getBuckets()) {
     long count = ((ValueCount) bucket.getAggregations().get("COUNT(*)")).getValue();
     if (bucket.getKey().equals("0") || bucket.getKey().equals("4")) {
       Assert.assertEquals(2, count);
     } else if (bucket.getKey().equals("2")) {
       Assert.assertEquals(1, count);
     } else {
       Assert.assertTrue("only 0 2 4 keys are allowed got:" + bucket.getKey(), false);
     }
   }
 }
 @Test
 public void groupByOnNestedFieldWithFilterTest() throws Exception {
   Aggregations result =
       query(
           String.format(
               "SELECT COUNT(*) FROM %s/nestedType GROUP BY  nested(message.info),filter('myFilter',message.info = 'a')",
               TEST_INDEX));
   InternalNested nested = result.get("message.info@NESTED");
   InternalFilter filter = nested.getAggregations().get("myFilter@FILTER");
   Terms infos = filter.getAggregations().get("message.info");
   Assert.assertEquals(1, infos.getBuckets().size());
   for (Terms.Bucket bucket : infos.getBuckets()) {
     String key = bucket.getKey();
     long count = ((ValueCount) bucket.getAggregations().get("COUNT(*)")).getValue();
     if (key.equalsIgnoreCase("a")) {
       Assert.assertEquals(2, count);
     } else {
       throw new Exception(String.format("Unexpected key. expected: only a . found: %s", key));
     }
   }
 }
  @Test
  public void countGroupByRange()
      throws IOException, SqlParseException, SQLFeatureNotSupportedException {
    Aggregations result =
        query(
            String.format(
                "SELECT COUNT(age) FROM %s/account GROUP BY range(age, 20,25,30,35,40) ",
                TEST_INDEX));
    org.elasticsearch.search.aggregations.bucket.range.Range ageRanges =
        result.get("range(age,20,25,30,35,40)");
    assertThat(ageRanges.getBuckets().size(), equalTo(4));

    long[] expectedResults = new long[] {225L, 226L, 259L, 245L};
    int index = 0;
    for (Bucket bucket : ageRanges.getBuckets()) {
      assertThat(
          ((ValueCount) bucket.getAggregations().get("COUNT(age)")).getValue(),
          equalTo(expectedResults[index]));
      index++;
    }
  }
  @Test
  public void multipleGroupBysWithSize() throws Exception {
    Set expectedAges =
        new HashSet<Integer>(ContiguousSet.create(Range.closed(20, 40), DiscreteDomain.integers()));

    Map<String, Set<Integer>> buckets = new HashMap<>();

    Aggregations result =
        query(
            String.format(
                "SELECT COUNT(*) FROM %s/account GROUP BY gender, terms('alias'='ageAgg','field'='age','size'=3)",
                TEST_INDEX));
    Terms gender = result.get("gender");
    Assert.assertEquals(2, gender.getBuckets().size());
    for (Terms.Bucket genderBucket : gender.getBuckets()) {

      String genderKey = genderBucket.getKey();
      buckets.put(genderKey, new HashSet<Integer>());
      Terms ageBuckets = genderBucket.getAggregations().get("ageAgg");
      Assert.assertEquals(3, ageBuckets.getBuckets().size());
    }
  }
  @Test
  public void multipleGroupByTest() throws Exception {
    Set expectedAges =
        new HashSet<Integer>(ContiguousSet.create(Range.closed(20, 40), DiscreteDomain.integers()));

    Map<String, Set<Integer>> buckets = new HashMap<>();

    Aggregations result =
        query(String.format("SELECT COUNT(*) FROM %s/account GROUP BY gender, age", TEST_INDEX));
    Terms gender = result.get("gender");
    for (Terms.Bucket genderBucket : gender.getBuckets()) {
      String genderKey = genderBucket.getKey();
      buckets.put(genderKey, new HashSet<Integer>());
      Terms ageBuckets = (Terms) genderBucket.getAggregations().get("age");
      for (Terms.Bucket ageBucket : ageBuckets.getBuckets()) {
        buckets.get(genderKey).add(Integer.parseInt(ageBucket.getKey()));
      }
    }

    Assert.assertEquals(2, buckets.keySet().size());
    Assert.assertEquals(expectedAges, buckets.get("m"));
    Assert.assertEquals(expectedAges, buckets.get("f"));
  }
 @Test
 public void maxTest() throws IOException, SqlParseException, SQLFeatureNotSupportedException {
   Aggregations result = query(String.format("SELECT MAX(age) FROM %s/account", TEST_INDEX));
   Max max = result.get("MAX(age)");
   assertThat(max.getValue(), equalTo(40.0));
 }
 @Test
 public void sumTest() throws IOException, SqlParseException, SQLFeatureNotSupportedException {
   Aggregations result = query(String.format("SELECT SUM(balance) FROM %s/account", TEST_INDEX));
   Sum sum = result.get("SUM(balance)");
   assertThat(sum.getValue(), equalTo(25714837.0));
 }
 @Test
 public void avgTest() throws IOException, SqlParseException, SQLFeatureNotSupportedException {
   Aggregations result = query(String.format("SELECT AVG(age) FROM %s/account", TEST_INDEX));
   Avg avg = result.get("AVG(age)");
   assertThat(avg.getValue(), equalTo(30.171));
 }
 @Test
 public void countTest() throws IOException, SqlParseException, SQLFeatureNotSupportedException {
   Aggregations result = query(String.format("SELECT COUNT(*) FROM %s/account", TEST_INDEX));
   ValueCount count = result.get("COUNT(*)");
   Assert.assertEquals(1000, count.getValue());
 }