/*
 * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
 * or more contributor license agreements. Licensed under the Elastic License
 * 2.0 and the Server Side Public License, v 1; you may not use this file except
 * in compliance with, at your election, the Elastic License 2.0 or the Server
 * Side Public License, v 1.
 */
package org.elasticsearch.search.aggregations.bucket;

import org.elasticsearch.ElasticsearchException;
import org.elasticsearch.action.index.IndexRequestBuilder;
import org.elasticsearch.action.search.SearchPhaseExecutionException;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.common.Strings;
import org.elasticsearch.common.settings.Settings;
import org.elasticsearch.common.time.DateFormatter;
import org.elasticsearch.common.time.DateFormatters;
import org.elasticsearch.common.time.DateMathParser;
import org.elasticsearch.index.mapper.DateFieldMapper;
import org.elasticsearch.index.query.MatchNoneQueryBuilder;
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.plugins.Plugin;
import org.elasticsearch.script.Script;
import org.elasticsearch.script.ScriptType;
import org.elasticsearch.search.aggregations.AggregationExecutionException;
import org.elasticsearch.search.aggregations.BucketOrder;
import org.elasticsearch.search.aggregations.InternalAggregation;
import org.elasticsearch.search.aggregations.bucket.histogram.DateHistogramInterval;
import org.elasticsearch.search.aggregations.bucket.histogram.Histogram;
import org.elasticsearch.search.aggregations.bucket.histogram.Histogram.Bucket;
import org.elasticsearch.search.aggregations.bucket.histogram.InternalDateHistogram;
import org.elasticsearch.search.aggregations.bucket.histogram.LongBounds;
import org.elasticsearch.search.aggregations.metrics.Avg;
import org.elasticsearch.search.aggregations.metrics.Sum;
import org.elasticsearch.test.ESIntegTestCase;
import org.hamcrest.Matchers;
import org.junit.After;

import java.io.IOException;
import java.time.Instant;
import java.time.ZoneId;
import java.time.ZoneOffset;
import java.time.ZonedDateTime;
import java.time.temporal.ChronoUnit;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collection;
import java.util.Collections;
import java.util.HashMap;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.concurrent.ExecutionException;

import static org.elasticsearch.index.query.QueryBuilders.matchAllQuery;
import static org.elasticsearch.search.aggregations.AggregationBuilders.avg;
import static org.elasticsearch.search.aggregations.AggregationBuilders.dateHistogram;
import static org.elasticsearch.search.aggregations.AggregationBuilders.histogram;
import static org.elasticsearch.search.aggregations.AggregationBuilders.max;
import static org.elasticsearch.search.aggregations.AggregationBuilders.stats;
import static org.elasticsearch.search.aggregations.AggregationBuilders.sum;
import static org.elasticsearch.test.hamcrest.ElasticsearchAssertions.assertAcked;
import static org.elasticsearch.test.hamcrest.ElasticsearchAssertions.assertSearchHits;
import static org.elasticsearch.test.hamcrest.ElasticsearchAssertions.assertSearchResponse;
import static org.elasticsearch.xcontent.XContentFactory.jsonBuilder;
import static org.hamcrest.Matchers.equalTo;
import static org.hamcrest.Matchers.is;
import static org.hamcrest.core.IsNull.notNullValue;

@ESIntegTestCase.SuiteScopeTestCase
public class DateHistogramIT extends ESIntegTestCase {

    static Map<ZonedDateTime, Map<String, Object>> expectedMultiSortBuckets;

    private ZonedDateTime date(int month, int day) {
        return ZonedDateTime.of(2012, month, day, 0, 0, 0, 0, ZoneOffset.UTC);
    }

    private ZonedDateTime date(String date) {
        return DateFormatters.from(DateFieldMapper.DEFAULT_DATE_TIME_FORMATTER.parse(date));
    }

    private static String format(ZonedDateTime date, String pattern) {
        return DateFormatter.forPattern(pattern).format(date);
    }

    private IndexRequestBuilder indexDoc(String idx, ZonedDateTime date, int value) throws Exception {
        return client().prepareIndex(idx)
            .setSource(
                jsonBuilder().startObject()
                    .timeField("date", date)
                    .field("value", value)
                    .startArray("dates")
                    .timeValue(date)
                    .timeValue(date.plusMonths(1).plusDays(1))
                    .endArray()
                    .endObject()
            );
    }

    private IndexRequestBuilder indexDoc(int month, int day, int value) throws Exception {
        return client().prepareIndex("idx")
            .setSource(
                jsonBuilder().startObject()
                    .field("value", value)
                    .field("constant", 1)
                    .timeField("date", date(month, day))
                    .startArray("dates")
                    .timeValue(date(month, day))
                    .timeValue(date(month + 1, day + 1))
                    .endArray()
                    .endObject()
            );
    }

    @Override
    public void setupSuiteScopeCluster() throws Exception {
        createIndex("idx", "idx_unmapped");
        // TODO: would be nice to have more random data here
        assertAcked(prepareCreate("empty_bucket_idx").setMapping("value", "type=integer"));
        List<IndexRequestBuilder> builders = new ArrayList<>();
        for (int i = 0; i < 2; i++) {
            builders.add(
                client().prepareIndex("empty_bucket_idx")
                    .setId("" + i)
                    .setSource(jsonBuilder().startObject().field("value", i * 2).endObject())
            );
        }

        getMultiSortDocs(builders);

        builders.addAll(
            Arrays.asList(
                indexDoc(1, 2, 1),  // date: Jan 2, dates: Jan 2, Feb 3
                indexDoc(2, 2, 2),  // date: Feb 2, dates: Feb 2, Mar 3
                indexDoc(2, 15, 3), // date: Feb 15, dates: Feb 15, Mar 16
                indexDoc(3, 2, 4),  // date: Mar 2, dates: Mar 2, Apr 3
                indexDoc(3, 15, 5), // date: Mar 15, dates: Mar 15, Apr 16
                indexDoc(3, 23, 6)
            )
        ); // date: Mar 23, dates: Mar 23, Apr 24
        indexRandom(true, builders);
        ensureSearchable();
    }

    private void addExpectedBucket(ZonedDateTime key, long docCount, double avg, double sum) {
        Map<String, Object> bucketProps = new HashMap<>();
        bucketProps.put("_count", docCount);
        bucketProps.put("avg_l", avg);
        bucketProps.put("sum_d", sum);
        expectedMultiSortBuckets.put(key, bucketProps);
    }

    private void getMultiSortDocs(List<IndexRequestBuilder> builders) throws IOException {
        expectedMultiSortBuckets = new HashMap<>();
        addExpectedBucket(date(1, 1), 3, 1, 6);
        addExpectedBucket(date(1, 2), 3, 2, 6);
        addExpectedBucket(date(1, 3), 2, 3, 3);
        addExpectedBucket(date(1, 4), 2, 3, 4);
        addExpectedBucket(date(1, 5), 2, 5, 3);
        addExpectedBucket(date(1, 6), 1, 5, 1);
        addExpectedBucket(date(1, 7), 1, 5, 1);

        assertAcked(indicesAdmin().prepareCreate("sort_idx").setMapping("date", "type=date").get());
        for (int i = 1; i <= 3; i++) {
            builders.add(
                client().prepareIndex("sort_idx")
                    .setSource(jsonBuilder().startObject().timeField("date", date(1, 1)).field("l", 1).field("d", i).endObject())
            );
            builders.add(
                client().prepareIndex("sort_idx")
                    .setSource(jsonBuilder().startObject().timeField("date", date(1, 2)).field("l", 2).field("d", i).endObject())
            );
        }
        builders.add(
            client().prepareIndex("sort_idx")
                .setSource(jsonBuilder().startObject().timeField("date", date(1, 3)).field("l", 3).field("d", 1).endObject())
        );
        builders.add(
            client().prepareIndex("sort_idx")
                .setSource(jsonBuilder().startObject().timeField("date", date(1, 3).plusHours(1)).field("l", 3).field("d", 2).endObject())
        );
        builders.add(
            client().prepareIndex("sort_idx")
                .setSource(jsonBuilder().startObject().timeField("date", date(1, 4)).field("l", 3).field("d", 1).endObject())
        );
        builders.add(
            client().prepareIndex("sort_idx")
                .setSource(jsonBuilder().startObject().timeField("date", date(1, 4).plusHours(2)).field("l", 3).field("d", 3).endObject())
        );
        builders.add(
            client().prepareIndex("sort_idx")
                .setSource(jsonBuilder().startObject().timeField("date", date(1, 5)).field("l", 5).field("d", 1).endObject())
        );
        builders.add(
            client().prepareIndex("sort_idx")
                .setSource(jsonBuilder().startObject().timeField("date", date(1, 5).plusHours(12)).field("l", 5).field("d", 2).endObject())
        );
        builders.add(
            client().prepareIndex("sort_idx")
                .setSource(jsonBuilder().startObject().timeField("date", date(1, 6)).field("l", 5).field("d", 1).endObject())
        );
        builders.add(
            client().prepareIndex("sort_idx")
                .setSource(jsonBuilder().startObject().timeField("date", date(1, 7)).field("l", 5).field("d", 1).endObject())
        );
    }

    @Override
    protected Collection<Class<? extends Plugin>> nodePlugins() {
        return Collections.singleton(DateScriptMocksPlugin.class);
    }

    @After
    public void afterEachTest() throws IOException {
        internalCluster().wipeIndices("idx2");
    }

    private static String getBucketKeyAsString(ZonedDateTime key) {
        return getBucketKeyAsString(key, ZoneOffset.UTC);
    }

    private static String getBucketKeyAsString(ZonedDateTime key, ZoneId tz) {
        return DateFormatter.forPattern("strict_date_optional_time").withZone(tz).format(key);
    }

    public void testSingleValuedField() throws Exception {
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(dateHistogram("histo").field("date").calendarInterval(DateHistogramInterval.MONTH))
            .get();

        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        List<? extends Bucket> buckets = histo.getBuckets();
        assertThat(buckets.size(), equalTo(3));

        ZonedDateTime key = ZonedDateTime.of(2012, 1, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        Histogram.Bucket bucket = buckets.get(0);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(1L));

        key = ZonedDateTime.of(2012, 2, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(1);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(2L));

        key = ZonedDateTime.of(2012, 3, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(2);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(3L));
    }

    public void testSingleValuedFieldWithTimeZone() throws Exception {
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(
                dateHistogram("histo").field("date")
                    .calendarInterval(DateHistogramInterval.DAY)
                    .minDocCount(1)
                    .timeZone(ZoneId.of("+01:00"))
            )
            .execute()
            .actionGet();
        ZoneId tz = ZoneId.of("+01:00");
        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        List<? extends Bucket> buckets = histo.getBuckets();
        assertThat(buckets.size(), equalTo(6));

        ZonedDateTime key = ZonedDateTime.of(2012, 1, 1, 23, 0, 0, 0, ZoneOffset.UTC);
        Histogram.Bucket bucket = buckets.get(0);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key, tz)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(1L));

        key = ZonedDateTime.of(2012, 2, 1, 23, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(1);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key, tz)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(1L));

        key = ZonedDateTime.of(2012, 2, 14, 23, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(2);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key, tz)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(1L));

        key = ZonedDateTime.of(2012, 3, 1, 23, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(3);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key, tz)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(1L));

        key = ZonedDateTime.of(2012, 3, 14, 23, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(4);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key, tz)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(1L));

        key = ZonedDateTime.of(2012, 3, 22, 23, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(5);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key, tz)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(1L));
    }

    public void testSingleValued_timeZone_epoch() throws Exception {
        String format = randomBoolean() ? "epoch_millis" : "epoch_second";
        int millisDivider = format.equals("epoch_millis") ? 1 : 1000;
        if (randomBoolean()) {
            format = format + "||date_optional_time";
        }
        ZoneId tz = ZoneId.of("+01:00");
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(
                dateHistogram("histo").field("date").calendarInterval(DateHistogramInterval.DAY).minDocCount(1).timeZone(tz).format(format)
            )
            .get();
        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        List<? extends Bucket> buckets = histo.getBuckets();
        assertThat(buckets.size(), equalTo(6));

        List<ZonedDateTime> expectedKeys = new ArrayList<>();
        expectedKeys.add(ZonedDateTime.of(2012, 1, 1, 23, 0, 0, 0, ZoneOffset.UTC));
        expectedKeys.add(ZonedDateTime.of(2012, 2, 1, 23, 0, 0, 0, ZoneOffset.UTC));
        expectedKeys.add(ZonedDateTime.of(2012, 2, 14, 23, 0, 0, 0, ZoneOffset.UTC));
        expectedKeys.add(ZonedDateTime.of(2012, 3, 1, 23, 0, 0, 0, ZoneOffset.UTC));
        expectedKeys.add(ZonedDateTime.of(2012, 3, 14, 23, 0, 0, 0, ZoneOffset.UTC));
        expectedKeys.add(ZonedDateTime.of(2012, 3, 22, 23, 0, 0, 0, ZoneOffset.UTC));

        Iterator<ZonedDateTime> keyIterator = expectedKeys.iterator();
        for (Histogram.Bucket bucket : buckets) {
            assertThat(bucket, notNullValue());
            ZonedDateTime expectedKey = keyIterator.next();
            String bucketKey = bucket.getKeyAsString();
            String expectedBucketName = Long.toString(expectedKey.toInstant().toEpochMilli() / millisDivider);
            assertThat(bucketKey, equalTo(expectedBucketName));
            assertThat(((ZonedDateTime) bucket.getKey()), equalTo(expectedKey));
            assertThat(bucket.getDocCount(), equalTo(1L));
        }
    }

    public void testSingleValuedFieldOrderedByKeyAsc() throws Exception {
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(dateHistogram("histo").field("date").calendarInterval(DateHistogramInterval.MONTH).order(BucketOrder.key(true)))
            .get();

        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        List<? extends Bucket> buckets = histo.getBuckets();
        assertThat(buckets.size(), equalTo(3));

        int i = 0;
        for (Histogram.Bucket bucket : buckets) {
            assertThat(((ZonedDateTime) bucket.getKey()), equalTo(ZonedDateTime.of(2012, i + 1, 1, 0, 0, 0, 0, ZoneOffset.UTC)));
            i++;
        }
    }

    public void testSingleValuedFieldOrderedByKeyDesc() throws Exception {
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(
                dateHistogram("histo").field("date").calendarInterval(DateHistogramInterval.MONTH).order(BucketOrder.key(false))
            )
            .get();

        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        assertThat(histo.getBuckets().size(), equalTo(3));

        int i = 2;
        for (Histogram.Bucket bucket : histo.getBuckets()) {
            assertThat(((ZonedDateTime) bucket.getKey()), equalTo(ZonedDateTime.of(2012, i + 1, 1, 0, 0, 0, 0, ZoneOffset.UTC)));
            i--;
        }
    }

    public void testSingleValuedFieldOrderedByCountAsc() throws Exception {
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(
                dateHistogram("histo").field("date").calendarInterval(DateHistogramInterval.MONTH).order(BucketOrder.count(true))
            )
            .get();

        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        assertThat(histo.getBuckets().size(), equalTo(3));

        int i = 0;
        for (Histogram.Bucket bucket : histo.getBuckets()) {
            assertThat(((ZonedDateTime) bucket.getKey()), equalTo(ZonedDateTime.of(2012, i + 1, 1, 0, 0, 0, 0, ZoneOffset.UTC)));
            i++;
        }
    }

    public void testSingleValuedFieldOrderedByCountDesc() throws Exception {
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(
                dateHistogram("histo").field("date").calendarInterval(DateHistogramInterval.MONTH).order(BucketOrder.count(false))
            )
            .get();

        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        assertThat(histo.getBuckets().size(), equalTo(3));

        int i = 2;
        for (Histogram.Bucket bucket : histo.getBuckets()) {
            assertThat(((ZonedDateTime) bucket.getKey()), equalTo(ZonedDateTime.of(2012, i + 1, 1, 0, 0, 0, 0, ZoneOffset.UTC)));
            i--;
        }
    }

    public void testSingleValuedFieldWithSubAggregation() throws Exception {
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(
                dateHistogram("histo").field("date").calendarInterval(DateHistogramInterval.MONTH).subAggregation(sum("sum").field("value"))
            )
            .get();

        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        List<? extends Bucket> buckets = histo.getBuckets();
        assertThat(buckets.size(), equalTo(3));
        assertThat(((InternalAggregation) histo).getProperty("_bucket_count"), equalTo(3));
        Object[] propertiesKeys = (Object[]) ((InternalAggregation) histo).getProperty("_key");
        Object[] propertiesDocCounts = (Object[]) ((InternalAggregation) histo).getProperty("_count");
        Object[] propertiesCounts = (Object[]) ((InternalAggregation) histo).getProperty("sum.value");

        ZonedDateTime key = ZonedDateTime.of(2012, 1, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        Histogram.Bucket bucket = buckets.get(0);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(1L));
        Sum sum = bucket.getAggregations().get("sum");
        assertThat(sum, notNullValue());
        assertThat(sum.value(), equalTo(1.0));
        assertThat((ZonedDateTime) propertiesKeys[0], equalTo(key));
        assertThat((long) propertiesDocCounts[0], equalTo(1L));
        assertThat((double) propertiesCounts[0], equalTo(1.0));

        key = ZonedDateTime.of(2012, 2, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(1);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(2L));
        sum = bucket.getAggregations().get("sum");
        assertThat(sum, notNullValue());
        assertThat(sum.value(), equalTo(5.0));
        assertThat((ZonedDateTime) propertiesKeys[1], equalTo(key));
        assertThat((long) propertiesDocCounts[1], equalTo(2L));
        assertThat((double) propertiesCounts[1], equalTo(5.0));

        key = ZonedDateTime.of(2012, 3, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(2);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(3L));
        sum = bucket.getAggregations().get("sum");
        assertThat(sum, notNullValue());
        assertThat(sum.value(), equalTo(15.0));
        assertThat((ZonedDateTime) propertiesKeys[2], equalTo(key));
        assertThat((long) propertiesDocCounts[2], equalTo(3L));
        assertThat((double) propertiesCounts[2], equalTo(15.0));
    }

    public void testSingleValuedFieldOrderedBySubAggregationAsc() throws Exception {
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(
                dateHistogram("histo").field("date")
                    .calendarInterval(DateHistogramInterval.MONTH)
                    .order(BucketOrder.aggregation("sum", true))
                    .subAggregation(max("sum").field("value"))
            )
            .get();

        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        assertThat(histo.getBuckets().size(), equalTo(3));

        int i = 0;
        for (Histogram.Bucket bucket : histo.getBuckets()) {
            assertThat(((ZonedDateTime) bucket.getKey()), equalTo(ZonedDateTime.of(2012, i + 1, 1, 0, 0, 0, 0, ZoneOffset.UTC)));
            i++;
        }
    }

    public void testSingleValuedFieldOrderedBySubAggregationDesc() throws Exception {
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(
                dateHistogram("histo").field("date")
                    .calendarInterval(DateHistogramInterval.MONTH)
                    .order(BucketOrder.aggregation("sum", false))
                    .subAggregation(max("sum").field("value"))
            )
            .get();

        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        assertThat(histo.getBuckets().size(), equalTo(3));

        int i = 2;
        for (Histogram.Bucket bucket : histo.getBuckets()) {
            assertThat(((ZonedDateTime) bucket.getKey()), equalTo(ZonedDateTime.of(2012, i + 1, 1, 0, 0, 0, 0, ZoneOffset.UTC)));
            i--;
        }
    }

    public void testSingleValuedFieldOrderedByMultiValuedSubAggregationDesc() throws Exception {
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(
                dateHistogram("histo").field("date")
                    .calendarInterval(DateHistogramInterval.MONTH)
                    .order(BucketOrder.aggregation("stats", "sum", false))
                    .subAggregation(stats("stats").field("value"))
            )
            .get();

        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        assertThat(histo.getBuckets().size(), equalTo(3));

        int i = 2;
        for (Histogram.Bucket bucket : histo.getBuckets()) {
            assertThat(((ZonedDateTime) bucket.getKey()), equalTo(ZonedDateTime.of(2012, i + 1, 1, 0, 0, 0, 0, ZoneOffset.UTC)));
            i--;
        }
    }

    public void testSingleValuedFieldOrderedByTieBreaker() throws Exception {
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(
                dateHistogram("histo").field("date")
                    .calendarInterval(DateHistogramInterval.MONTH)
                    .order(BucketOrder.aggregation("max_constant", randomBoolean()))
                    .subAggregation(max("max_constant").field("constant"))
            )
            .get();

        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        assertThat(histo.getBuckets().size(), equalTo(3));

        int i = 1;
        for (Histogram.Bucket bucket : histo.getBuckets()) {
            assertThat(bucket.getKey(), equalTo(date(i, 1)));
            i++;
        }
    }

    public void testSingleValuedFieldOrderedByIllegalAgg() throws Exception {
        boolean asc = true;
        try {
            client().prepareSearch("idx")
                .addAggregation(
                    dateHistogram("histo").field("date")
                        .calendarInterval(DateHistogramInterval.MONTH)
                        .order(BucketOrder.aggregation("inner_histo>avg", asc))
                        .subAggregation(
                            dateHistogram("inner_histo").calendarInterval(DateHistogramInterval.MONTH)
                                .field("dates")
                                .subAggregation(avg("avg").field("value"))
                        )
                )
                .get();
            fail("Expected an exception");
        } catch (SearchPhaseExecutionException e) {
            ElasticsearchException[] rootCauses = e.guessRootCauses();
            if (rootCauses.length == 1) {
                ElasticsearchException rootCause = rootCauses[0];
                if (rootCause instanceof AggregationExecutionException aggException) {
                    assertThat(aggException.getMessage(), Matchers.startsWith("Invalid aggregation order path"));
                } else {
                    throw e;
                }
            } else {
                throw e;
            }
        }
    }

    public void testSingleValuedFieldWithValueScript() throws Exception {
        Map<String, Object> params = new HashMap<>();
        params.put("fieldname", "date");
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(
                dateHistogram("histo").field("date")
                    .script(new Script(ScriptType.INLINE, "mockscript", DateScriptMocksPlugin.LONG_PLUS_ONE_MONTH, params))
                    .calendarInterval(DateHistogramInterval.MONTH)
            )
            .get();

        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));

        List<? extends Bucket> buckets = histo.getBuckets();
        assertThat(buckets.size(), equalTo(3));

        ZonedDateTime key = ZonedDateTime.of(2012, 2, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        Histogram.Bucket bucket = buckets.get(0);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(1L));

        key = ZonedDateTime.of(2012, 3, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(1);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(2L));

        key = ZonedDateTime.of(2012, 4, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(2);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(3L));
    }

    /*
    [ Jan 2, Feb 3]
    [ Feb 2, Mar 3]
    [ Feb 15, Mar 16]
    [ Mar 2, Apr 3]
    [ Mar 15, Apr 16]
    [ Mar 23, Apr 24]
     */

    public void testMultiValuedField() throws Exception {
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(dateHistogram("histo").field("dates").calendarInterval(DateHistogramInterval.MONTH))
            .get();

        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        List<? extends Bucket> buckets = histo.getBuckets();
        assertThat(buckets.size(), equalTo(4));

        ZonedDateTime key = ZonedDateTime.of(2012, 1, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        Histogram.Bucket bucket = buckets.get(0);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(1L));

        key = ZonedDateTime.of(2012, 2, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(1);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(3L));

        key = ZonedDateTime.of(2012, 3, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(2);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(5L));

        key = ZonedDateTime.of(2012, 4, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(3);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(3L));
    }

    public void testMultiValuedFieldOrderedByCountDesc() throws Exception {
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(
                dateHistogram("histo").field("dates").calendarInterval(DateHistogramInterval.MONTH).order(BucketOrder.count(false))
            )
            .get();

        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        assertThat(histo.getBuckets().size(), equalTo(4));

        List<Histogram.Bucket> buckets = new ArrayList<>(histo.getBuckets());

        Histogram.Bucket bucket = buckets.get(0);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKey(), equalTo(date(3, 1)));
        assertThat(bucket.getDocCount(), equalTo(5L));

        bucket = buckets.get(1);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKey(), equalTo(date(2, 1)));
        assertThat(bucket.getDocCount(), equalTo(3L));

        bucket = buckets.get(2);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKey(), equalTo(date(4, 1)));
        assertThat(bucket.getDocCount(), equalTo(3L));

        bucket = buckets.get(3);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKey(), equalTo(date(1, 1)));
        assertThat(bucket.getDocCount(), equalTo(1L));
    }

    /**
     * The script will change to document date values to the following:
     * <p>
     * doc 1: [ Feb 2, Mar 3]
     * doc 2: [ Mar 2, Apr 3]
     * doc 3: [ Mar 15, Apr 16]
     * doc 4: [ Apr 2, May 3]
     * doc 5: [ Apr 15, May 16]
     * doc 6: [ Apr 23, May 24]
     */
    public void testMultiValuedFieldWithValueScript() throws Exception {
        Map<String, Object> params = new HashMap<>();
        params.put("fieldname", "dates");
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(
                dateHistogram("histo").field("dates")
                    .script(new Script(ScriptType.INLINE, "mockscript", DateScriptMocksPlugin.LONG_PLUS_ONE_MONTH, params))
                    .calendarInterval(DateHistogramInterval.MONTH)
            )
            .get();

        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        List<? extends Bucket> buckets = histo.getBuckets();
        assertThat(buckets.size(), equalTo(4));

        ZonedDateTime key = ZonedDateTime.of(2012, 2, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        Histogram.Bucket bucket = buckets.get(0);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(1L));

        key = ZonedDateTime.of(2012, 3, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(1);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(3L));

        key = ZonedDateTime.of(2012, 4, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(2);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(5L));

        key = ZonedDateTime.of(2012, 5, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(3);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(3L));
    }

    /**
     * Jan 2
     * Feb 2
     * Feb 15
     * Mar 2
     * Mar 15
     * Mar 23
     */
    public void testScriptSingleValue() throws Exception {
        Map<String, Object> params = new HashMap<>();
        params.put("fieldname", "date");
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(
                dateHistogram("histo").script(new Script(ScriptType.INLINE, "mockscript", DateScriptMocksPlugin.EXTRACT_FIELD, params))
                    .calendarInterval(DateHistogramInterval.MONTH)
            )
            .get();

        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        List<? extends Bucket> buckets = histo.getBuckets();
        assertThat(buckets.size(), equalTo(3));

        ZonedDateTime key = ZonedDateTime.of(2012, 1, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        Histogram.Bucket bucket = buckets.get(0);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(1L));

        key = ZonedDateTime.of(2012, 2, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(1);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(2L));

        key = ZonedDateTime.of(2012, 3, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(2);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(3L));
    }

    public void testScriptMultiValued() throws Exception {
        Map<String, Object> params = new HashMap<>();
        params.put("fieldname", "dates");
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(
                dateHistogram("histo").script(new Script(ScriptType.INLINE, "mockscript", DateScriptMocksPlugin.EXTRACT_FIELD, params))
                    .calendarInterval(DateHistogramInterval.MONTH)
            )
            .get();

        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        List<? extends Bucket> buckets = histo.getBuckets();
        assertThat(buckets.size(), equalTo(4));

        ZonedDateTime key = ZonedDateTime.of(2012, 1, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        Histogram.Bucket bucket = buckets.get(0);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(1L));

        key = ZonedDateTime.of(2012, 2, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(1);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(3L));

        key = ZonedDateTime.of(2012, 3, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(2);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(5L));

        key = ZonedDateTime.of(2012, 4, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(3);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(3L));
    }

    /*
    [ Jan 2, Feb 3]
    [ Feb 2, Mar 3]
    [ Feb 15, Mar 16]
    [ Mar 2, Apr 3]
    [ Mar 15, Apr 16]
    [ Mar 23, Apr 24]
    */

    public void testUnmapped() throws Exception {
        SearchResponse response = client().prepareSearch("idx_unmapped")
            .addAggregation(dateHistogram("histo").field("date").calendarInterval(DateHistogramInterval.MONTH))
            .get();

        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        assertThat(histo.getBuckets().size(), equalTo(0));
    }

    public void testPartiallyUnmapped() throws Exception {
        SearchResponse response = client().prepareSearch("idx", "idx_unmapped")
            .addAggregation(dateHistogram("histo").field("date").calendarInterval(DateHistogramInterval.MONTH))
            .get();

        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        List<? extends Bucket> buckets = histo.getBuckets();
        assertThat(buckets.size(), equalTo(3));

        ZonedDateTime key = ZonedDateTime.of(2012, 1, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        Histogram.Bucket bucket = buckets.get(0);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(1L));

        key = ZonedDateTime.of(2012, 2, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(1);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(2L));

        key = ZonedDateTime.of(2012, 3, 1, 0, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(2);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(3L));
    }

    public void testEmptyAggregation() throws Exception {
        SearchResponse searchResponse = client().prepareSearch("empty_bucket_idx")
            .setQuery(matchAllQuery())
            .addAggregation(
                histogram("histo").field("value")
                    .interval(1L)
                    .minDocCount(0)
                    .subAggregation(dateHistogram("date_histo").field("value").fixedInterval(DateHistogramInterval.HOUR))
            )
            .get();

        assertThat(searchResponse.getHits().getTotalHits().value, equalTo(2L));
        Histogram histo = searchResponse.getAggregations().get("histo");
        assertThat(histo, Matchers.notNullValue());
        List<? extends Histogram.Bucket> buckets = histo.getBuckets();
        assertThat(buckets.size(), equalTo(3));

        Histogram.Bucket bucket = buckets.get(1);
        assertThat(bucket, Matchers.notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo("1.0"));

        Histogram dateHisto = bucket.getAggregations().get("date_histo");
        assertThat(dateHisto, Matchers.notNullValue());
        assertThat(dateHisto.getName(), equalTo("date_histo"));
        assertThat(dateHisto.getBuckets().isEmpty(), is(true));

    }

    public void testSingleValueWithTimeZone() throws Exception {
        prepareCreate("idx2").setMapping("date", "type=date").get();
        IndexRequestBuilder[] reqs = new IndexRequestBuilder[5];
        ZonedDateTime date = date("2014-03-11T00:00:00+00:00");
        for (int i = 0; i < reqs.length; i++) {
            reqs[i] = client().prepareIndex("idx2")
                .setId("" + i)
                .setSource(jsonBuilder().startObject().timeField("date", date).endObject());
            date = date.plusHours(1);
        }
        indexRandom(true, reqs);

        SearchResponse response = client().prepareSearch("idx2")
            .setQuery(matchAllQuery())
            .addAggregation(
                dateHistogram("date_histo").field("date")
                    .timeZone(ZoneId.of("-02:00"))
                    .calendarInterval(DateHistogramInterval.DAY)
                    .format("yyyy-MM-dd:HH-mm-ssZZZZZ")
            )
            .get();

        assertThat(response.getHits().getTotalHits().value, equalTo(5L));

        Histogram histo = response.getAggregations().get("date_histo");
        List<? extends Histogram.Bucket> buckets = histo.getBuckets();
        assertThat(buckets.size(), equalTo(2));

        Histogram.Bucket bucket = buckets.get(0);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo("2014-03-10:00-00-00-02:00"));
        assertThat(bucket.getDocCount(), equalTo(2L));

        bucket = buckets.get(1);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo("2014-03-11:00-00-00-02:00"));
        assertThat(bucket.getDocCount(), equalTo(3L));
    }

    public void testSingleValueFieldWithExtendedBounds() throws Exception {
        String pattern = "yyyy-MM-dd";
        // we're testing on days, so the base must be rounded to a day
        int interval = randomIntBetween(1, 2); // in days
        long intervalMillis = interval * 24 * 60 * 60 * 1000;
        ZonedDateTime base = ZonedDateTime.now(ZoneOffset.UTC).withDayOfMonth(1);
        ZonedDateTime baseKey = Instant.ofEpochMilli(intervalMillis * (base.toInstant().toEpochMilli() / intervalMillis))
            .atZone(ZoneOffset.UTC);

        prepareCreate("idx2").setSettings(
            Settings.builder().put(indexSettings()).put("index.number_of_shards", 1).put("index.number_of_replicas", 0)
        ).get();
        int numOfBuckets = randomIntBetween(3, 6);
        int emptyBucketIndex = randomIntBetween(1, numOfBuckets - 2); // should be in the middle

        long[] docCounts = new long[numOfBuckets];
        List<IndexRequestBuilder> builders = new ArrayList<>();
        for (int i = 0; i < numOfBuckets; i++) {
            if (i == emptyBucketIndex) {
                docCounts[i] = 0;
            } else {
                int docCount = randomIntBetween(1, 3);
                for (int j = 0; j < docCount; j++) {
                    ZonedDateTime date = baseKey.plusDays(i * interval + randomIntBetween(0, interval - 1));
                    builders.add(indexDoc("idx2", date, j));
                }
                docCounts[i] = docCount;
            }
        }
        indexRandom(true, builders);
        ensureSearchable("idx2");

        ZonedDateTime lastDataBucketKey = baseKey.plusDays((numOfBuckets - 1) * interval);

        // randomizing the number of buckets on the min bound
        // (can sometimes fall within the data range, but more frequently will fall before the data range)
        int addedBucketsLeft = randomIntBetween(0, numOfBuckets);
        ZonedDateTime boundsMinKey;
        if (frequently()) {
            boundsMinKey = baseKey.minusDays(addedBucketsLeft * interval);
        } else {
            boundsMinKey = baseKey.plusDays(addedBucketsLeft * interval);
            addedBucketsLeft = 0;
        }
        ZonedDateTime boundsMin = boundsMinKey.plusDays(randomIntBetween(0, interval - 1));

        // randomizing the number of buckets on the max bound
        // (can sometimes fall within the data range, but more frequently will fall after the data range)
        int addedBucketsRight = randomIntBetween(0, numOfBuckets);
        int boundsMaxKeyDelta = addedBucketsRight * interval;
        if (rarely()) {
            addedBucketsRight = 0;
            boundsMaxKeyDelta = -boundsMaxKeyDelta;
        }
        ZonedDateTime boundsMaxKey = lastDataBucketKey.plusDays(boundsMaxKeyDelta);
        ZonedDateTime boundsMax = boundsMaxKey.plusDays(randomIntBetween(0, interval - 1));

        // it could be that the random bounds.min we chose ended up greater than
        // bounds.max - this should
        // trigger an error
        boolean invalidBoundsError = boundsMin.isAfter(boundsMax);

        // constructing the newly expected bucket list
        int bucketsCount = numOfBuckets + addedBucketsLeft + addedBucketsRight;
        long[] extendedValueCounts = new long[bucketsCount];
        System.arraycopy(docCounts, 0, extendedValueCounts, addedBucketsLeft, docCounts.length);

        SearchResponse response = null;
        try {
            response = client().prepareSearch("idx2")
                .addAggregation(
                    dateHistogram("histo").field("date")
                        .fixedInterval(DateHistogramInterval.days(interval))
                        .minDocCount(0)
                        // when explicitly specifying a format, the extended bounds should be defined by the same format
                        .extendedBounds(new LongBounds(format(boundsMin, pattern), format(boundsMax, pattern)))
                        .format(pattern)
                )
                .get();

            if (invalidBoundsError) {
                fail("Expected an exception to be thrown when bounds.min is greater than bounds.max");
                return;
            }

        } catch (Exception e) {
            if (invalidBoundsError) {
                // expected
                return;
            } else {
                throw e;
            }
        }
        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        List<? extends Bucket> buckets = histo.getBuckets();
        assertThat(buckets.size(), equalTo(bucketsCount));

        ZonedDateTime key = baseKey.isBefore(boundsMinKey) ? baseKey : boundsMinKey;
        for (int i = 0; i < bucketsCount; i++) {
            Histogram.Bucket bucket = buckets.get(i);
            assertThat(bucket, notNullValue());
            assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
            assertThat(bucket.getKeyAsString(), equalTo(format(key, pattern)));
            assertThat(bucket.getDocCount(), equalTo(extendedValueCounts[i]));
            key = key.plusDays(interval);
        }
    }

    /**
     * Test date histogram aggregation with hour interval, timezone shift and
     * extended bounds (see https://github.com/elastic/elasticsearch/issues/12278)
     */
    public void testSingleValueFieldWithExtendedBoundsTimezone() throws Exception {
        String index = "test12278";
        prepareCreate(index).setSettings(
            Settings.builder().put(indexSettings()).put("index.number_of_shards", 1).put("index.number_of_replicas", 0)
        ).get();

        DateMathParser parser = DateFormatter.forPattern("yyyy/MM/dd HH:mm:ss||yyyy/MM/dd||epoch_millis").toDateMathParser();

        // we pick a random timezone offset of +12/-12 hours and insert two documents
        // one at 00:00 in that time zone and one at 12:00
        List<IndexRequestBuilder> builders = new ArrayList<>();
        int timeZoneHourOffset = randomIntBetween(-12, 12);
        ZoneId timezone = ZoneOffset.ofHours(timeZoneHourOffset);
        ZonedDateTime timeZoneStartToday = parser.parse("now/d", System::currentTimeMillis, false, timezone).atZone(ZoneOffset.UTC);
        ZonedDateTime timeZoneNoonToday = parser.parse("now/d+12h", System::currentTimeMillis, false, timezone).atZone(ZoneOffset.UTC);
        builders.add(indexDoc(index, timeZoneStartToday, 1));
        builders.add(indexDoc(index, timeZoneNoonToday, 2));
        indexRandom(true, builders);
        ensureSearchable(index);

        SearchResponse response = null;
        // retrieve those docs with the same time zone and extended bounds
        response = client().prepareSearch(index)
            .setQuery(
                QueryBuilders.rangeQuery("date").from("now/d").to("now/d").includeLower(true).includeUpper(true).timeZone(timezone.getId())
            )
            .addAggregation(
                dateHistogram("histo").field("date")
                    .calendarInterval(DateHistogramInterval.hours(1))
                    .timeZone(timezone)
                    .minDocCount(0)
                    .extendedBounds(new LongBounds("now/d", "now/d+23h"))
            )
            .get();
        assertSearchResponse(response);

        assertThat(
            "Expected 24 buckets for one day aggregation with hourly interval",
            response.getHits().getTotalHits().value,
            equalTo(2L)
        );

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        List<? extends Bucket> buckets = histo.getBuckets();
        assertThat(buckets.size(), equalTo(24));

        for (int i = 0; i < buckets.size(); i++) {
            Histogram.Bucket bucket = buckets.get(i);
            assertThat(bucket, notNullValue());
            ZonedDateTime zonedDateTime = timeZoneStartToday.plus(i * 60 * 60 * 1000, ChronoUnit.MILLIS);
            assertThat("InternalBucket " + i + " had wrong key", (ZonedDateTime) bucket.getKey(), equalTo(zonedDateTime));
            if (i == 0 || i == 12) {
                assertThat(bucket.getDocCount(), equalTo(1L));
            } else {
                assertThat(bucket.getDocCount(), equalTo(0L));
            }
        }
        internalCluster().wipeIndices(index);
    }

    /**
     * Test date histogram aggregation with day interval, offset and
     * extended bounds (see https://github.com/elastic/elasticsearch/issues/23776)
     */
    public void testSingleValueFieldWithExtendedBoundsOffset() throws Exception {
        String index = "test23776";
        prepareCreate(index).setSettings(
            Settings.builder().put(indexSettings()).put("index.number_of_shards", 1).put("index.number_of_replicas", 0)
        ).get();

        List<IndexRequestBuilder> builders = new ArrayList<>();
        DateFormatter formatter = DateFormatter.forPattern("date_optional_time");
        builders.add(indexDoc(index, DateFormatters.from(formatter.parse("2016-01-03T08:00:00.000Z")), 1));
        builders.add(indexDoc(index, DateFormatters.from(formatter.parse("2016-01-03T08:00:00.000Z")), 2));
        builders.add(indexDoc(index, DateFormatters.from(formatter.parse("2016-01-06T08:00:00.000Z")), 3));
        builders.add(indexDoc(index, DateFormatters.from(formatter.parse("2016-01-06T08:00:00.000Z")), 4));
        indexRandom(true, builders);
        ensureSearchable(index);

        SearchResponse response = null;
        // retrieve those docs with the same time zone and extended bounds
        response = client().prepareSearch(index)
            .addAggregation(
                dateHistogram("histo").field("date")
                    .calendarInterval(DateHistogramInterval.days(1))
                    .offset("+6h")
                    .minDocCount(0)
                    .extendedBounds(new LongBounds("2016-01-01T06:00:00Z", "2016-01-08T08:00:00Z"))
            )
            .get();
        assertSearchResponse(response);

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        List<? extends Bucket> buckets = histo.getBuckets();
        assertThat(buckets.size(), equalTo(8));

        assertEquals("2016-01-01T06:00:00.000Z", buckets.get(0).getKeyAsString());
        assertEquals(0, buckets.get(0).getDocCount());
        assertEquals("2016-01-02T06:00:00.000Z", buckets.get(1).getKeyAsString());
        assertEquals(0, buckets.get(1).getDocCount());
        assertEquals("2016-01-03T06:00:00.000Z", buckets.get(2).getKeyAsString());
        assertEquals(2, buckets.get(2).getDocCount());
        assertEquals("2016-01-04T06:00:00.000Z", buckets.get(3).getKeyAsString());
        assertEquals(0, buckets.get(3).getDocCount());
        assertEquals("2016-01-05T06:00:00.000Z", buckets.get(4).getKeyAsString());
        assertEquals(0, buckets.get(4).getDocCount());
        assertEquals("2016-01-06T06:00:00.000Z", buckets.get(5).getKeyAsString());
        assertEquals(2, buckets.get(5).getDocCount());
        assertEquals("2016-01-07T06:00:00.000Z", buckets.get(6).getKeyAsString());
        assertEquals(0, buckets.get(6).getDocCount());
        assertEquals("2016-01-08T06:00:00.000Z", buckets.get(7).getKeyAsString());
        assertEquals(0, buckets.get(7).getDocCount());

        internalCluster().wipeIndices(index);
    }

    public void testSingleValueWithMultipleDateFormatsFromMapping() throws Exception {
        String mappingJson = Strings.toString(
            jsonBuilder().startObject()
                .startObject("properties")
                .startObject("date")
                .field("type", "date")
                .field("format", "strict_date_optional_time||dd-MM-yyyy")
                .endObject()
                .endObject()
                .endObject()
        );
        prepareCreate("idx2").setMapping(mappingJson).get();
        IndexRequestBuilder[] reqs = new IndexRequestBuilder[5];
        for (int i = 0; i < reqs.length; i++) {
            reqs[i] = client().prepareIndex("idx2")
                .setId("" + i)
                .setSource(jsonBuilder().startObject().field("date", "10-03-2014").endObject());
        }
        indexRandom(true, reqs);

        SearchResponse response = client().prepareSearch("idx2")
            .setQuery(matchAllQuery())
            .addAggregation(dateHistogram("date_histo").field("date").calendarInterval(DateHistogramInterval.DAY))
            .get();

        assertSearchHits(response, "0", "1", "2", "3", "4");

        Histogram histo = response.getAggregations().get("date_histo");
        List<? extends Histogram.Bucket> buckets = histo.getBuckets();
        assertThat(buckets.size(), equalTo(1));

        ZonedDateTime key = ZonedDateTime.of(2014, 3, 10, 0, 0, 0, 0, ZoneOffset.UTC);
        Histogram.Bucket bucket = buckets.get(0);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(5L));
    }

    public void testIssue6965() {
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(
                dateHistogram("histo").field("date")
                    .timeZone(ZoneId.of("+01:00"))
                    .calendarInterval(DateHistogramInterval.MONTH)
                    .minDocCount(0)
            )
            .get();

        assertSearchResponse(response);

        ZoneId tz = ZoneId.of("+01:00");

        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        List<? extends Bucket> buckets = histo.getBuckets();
        assertThat(buckets.size(), equalTo(3));

        ZonedDateTime key = ZonedDateTime.of(2011, 12, 31, 23, 0, 0, 0, ZoneOffset.UTC);
        Histogram.Bucket bucket = buckets.get(0);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key, tz)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(1L));

        key = ZonedDateTime.of(2012, 1, 31, 23, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(1);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key, tz)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(2L));

        key = ZonedDateTime.of(2012, 2, 29, 23, 0, 0, 0, ZoneOffset.UTC);
        bucket = buckets.get(2);
        assertThat(bucket, notNullValue());
        assertThat(bucket.getKeyAsString(), equalTo(getBucketKeyAsString(key, tz)));
        assertThat(((ZonedDateTime) bucket.getKey()), equalTo(key));
        assertThat(bucket.getDocCount(), equalTo(3L));
    }

    public void testDSTBoundaryIssue9491() throws InterruptedException, ExecutionException {
        assertAcked(indicesAdmin().prepareCreate("test9491").setMapping("d", "type=date").get());
        indexRandom(
            true,
            client().prepareIndex("test9491").setSource("d", "2014-10-08T13:00:00Z"),
            client().prepareIndex("test9491").setSource("d", "2014-11-08T13:00:00Z")
        );
        ensureSearchable("test9491");
        SearchResponse response = client().prepareSearch("test9491")
            .addAggregation(
                dateHistogram("histo").field("d")
                    .calendarInterval(DateHistogramInterval.YEAR)
                    .timeZone(ZoneId.of("Asia/Jerusalem"))
                    .format("yyyy-MM-dd'T'HH:mm:ss.SSSXXXXX")
            )
            .get();
        assertSearchResponse(response);
        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo.getBuckets().size(), equalTo(1));
        assertThat(histo.getBuckets().get(0).getKeyAsString(), equalTo("2014-01-01T00:00:00.000+02:00"));
        internalCluster().wipeIndices("test9491");
    }

    public void testIssue8209() throws InterruptedException, ExecutionException {
        assertAcked(indicesAdmin().prepareCreate("test8209").setMapping("d", "type=date").get());
        indexRandom(
            true,
            client().prepareIndex("test8209").setSource("d", "2014-01-01T00:00:00Z"),
            client().prepareIndex("test8209").setSource("d", "2014-04-01T00:00:00Z"),
            client().prepareIndex("test8209").setSource("d", "2014-04-30T00:00:00Z")
        );
        ensureSearchable("test8209");
        SearchResponse response = client().prepareSearch("test8209")
            .addAggregation(
                dateHistogram("histo").field("d")
                    .calendarInterval(DateHistogramInterval.MONTH)
                    .format("yyyy-MM-dd'T'HH:mm:ss.SSSXXXXX")
                    .timeZone(ZoneId.of("CET"))
                    .minDocCount(0)
            )
            .get();
        assertSearchResponse(response);
        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo.getBuckets().size(), equalTo(4));
        assertThat(histo.getBuckets().get(0).getKeyAsString(), equalTo("2014-01-01T00:00:00.000+01:00"));
        assertThat(histo.getBuckets().get(0).getDocCount(), equalTo(1L));
        assertThat(histo.getBuckets().get(1).getKeyAsString(), equalTo("2014-02-01T00:00:00.000+01:00"));
        assertThat(histo.getBuckets().get(1).getDocCount(), equalTo(0L));
        assertThat(histo.getBuckets().get(2).getKeyAsString(), equalTo("2014-03-01T00:00:00.000+01:00"));
        assertThat(histo.getBuckets().get(2).getDocCount(), equalTo(0L));
        assertThat(histo.getBuckets().get(3).getKeyAsString(), equalTo("2014-04-01T00:00:00.000+02:00"));
        assertThat(histo.getBuckets().get(3).getDocCount(), equalTo(2L));
        internalCluster().wipeIndices("test8209");
    }

    // TODO: add some tests for negative fixed and calendar intervals

    /**
     * https://github.com/elastic/elasticsearch/issues/31760 shows an edge case where an unmapped "date" field in two indices
     * that are queried simultaneously can lead to the "format" parameter in the aggregation not being preserved correctly.
     *
     * The error happens when the bucket from the "unmapped" index is received first in the reduce phase, however the case can
     * be recreated when aggregating about a single index with an unmapped date field and also getting "empty" buckets.
     */
    public void testFormatIndexUnmapped() throws InterruptedException, ExecutionException {
        String indexDateUnmapped = "test31760";
        indexRandom(true, client().prepareIndex(indexDateUnmapped).setSource("foo", "bar"));
        ensureSearchable(indexDateUnmapped);

        SearchResponse response = client().prepareSearch(indexDateUnmapped)
            .addAggregation(
                dateHistogram("histo").field("dateField")
                    .calendarInterval(DateHistogramInterval.MONTH)
                    .format("yyyy-MM")
                    .minDocCount(0)
                    .extendedBounds(new LongBounds("2018-01", "2018-01"))
            )
            .get();
        assertSearchResponse(response);
        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo.getBuckets().size(), equalTo(1));
        assertThat(histo.getBuckets().get(0).getKeyAsString(), equalTo("2018-01"));
        assertThat(histo.getBuckets().get(0).getDocCount(), equalTo(0L));
        internalCluster().wipeIndices(indexDateUnmapped);
    }

    /**
     * https://github.com/elastic/elasticsearch/issues/31392 demonstrates an edge case where a date field mapping with
     * "format" = "epoch_millis" can lead for the date histogram aggregation to throw an error if a non-UTC time zone
     * with daylight savings time is used. This test was added to check this is working now
     */
    public void testRewriteTimeZone_EpochMillisFormat() throws InterruptedException, ExecutionException {
        String index = "test31392";
        assertAcked(indicesAdmin().prepareCreate(index).setMapping("d", "type=date,format=epoch_millis").get());
        indexRandom(true, client().prepareIndex(index).setSource("d", "1477954800000"));
        ensureSearchable(index);
        SearchResponse response = client().prepareSearch(index)
            .addAggregation(
                dateHistogram("histo").field("d").calendarInterval(DateHistogramInterval.MONTH).timeZone(ZoneId.of("Europe/Berlin"))
            )
            .get();
        assertSearchResponse(response);
        Histogram histo = response.getAggregations().get("histo");
        assertThat(histo.getBuckets().size(), equalTo(1));
        assertThat(histo.getBuckets().get(0).getKeyAsString(), equalTo("1477954800000"));
        assertThat(histo.getBuckets().get(0).getDocCount(), equalTo(1L));

        response = client().prepareSearch(index)
            .addAggregation(
                dateHistogram("histo").field("d")
                    .calendarInterval(DateHistogramInterval.MONTH)
                    .timeZone(ZoneId.of("Europe/Berlin"))
                    .format("yyyy-MM-dd")
            )
            .get();
        assertSearchResponse(response);
        histo = response.getAggregations().get("histo");
        assertThat(histo.getBuckets().size(), equalTo(1));
        assertThat(histo.getBuckets().get(0).getKeyAsString(), equalTo("2016-11-01"));
        assertThat(histo.getBuckets().get(0).getDocCount(), equalTo(1L));

        internalCluster().wipeIndices(index);
    }

    /**
     * When DST ends, local time turns back one hour, so between 2am and 4am wall time we should have four buckets:
     * "2015-10-25T02:00:00.000+02:00",
     * "2015-10-25T02:00:00.000+01:00",
     * "2015-10-25T03:00:00.000+01:00",
     * "2015-10-25T04:00:00.000+01:00".
     */
    public void testDSTEndTransition() throws Exception {
        SearchResponse response = client().prepareSearch("idx")
            .setQuery(new MatchNoneQueryBuilder())
            .addAggregation(
                dateHistogram("histo").field("date")
                    .timeZone(ZoneId.of("Europe/Oslo"))
                    .calendarInterval(DateHistogramInterval.HOUR)
                    .minDocCount(0)
                    .extendedBounds(new LongBounds("2015-10-25T02:00:00.000+02:00", "2015-10-25T04:00:00.000+01:00"))
            )
            .get();

        Histogram histo = response.getAggregations().get("histo");
        List<? extends Bucket> buckets = histo.getBuckets();
        assertThat(buckets.size(), equalTo(4));
        assertThat(
            ((ZonedDateTime) buckets.get(1).getKey()).toInstant().toEpochMilli() - ((ZonedDateTime) buckets.get(0).getKey()).toInstant()
                .toEpochMilli(),
            equalTo(3600000L)
        );
        assertThat(
            ((ZonedDateTime) buckets.get(2).getKey()).toInstant().toEpochMilli() - ((ZonedDateTime) buckets.get(1).getKey()).toInstant()
                .toEpochMilli(),
            equalTo(3600000L)
        );
        assertThat(
            ((ZonedDateTime) buckets.get(3).getKey()).toInstant().toEpochMilli() - ((ZonedDateTime) buckets.get(2).getKey()).toInstant()
                .toEpochMilli(),
            equalTo(3600000L)
        );

        response = client().prepareSearch("idx")
            .setQuery(new MatchNoneQueryBuilder())
            .addAggregation(
                dateHistogram("histo").field("date")
                    .timeZone(ZoneId.of("Europe/Oslo"))
                    .calendarInterval(DateHistogramInterval.HOUR)
                    .minDocCount(0)
                    .extendedBounds(new LongBounds("2015-10-25T02:00:00.000+02:00", "2015-10-25T04:00:00.000+01:00"))
            )
            .get();

        histo = response.getAggregations().get("histo");
        buckets = histo.getBuckets();
        assertThat(buckets.size(), equalTo(4));
        assertThat(
            ((ZonedDateTime) buckets.get(1).getKey()).toInstant().toEpochMilli() - ((ZonedDateTime) buckets.get(0).getKey()).toInstant()
                .toEpochMilli(),
            equalTo(3600000L)
        );
        assertThat(
            ((ZonedDateTime) buckets.get(2).getKey()).toInstant().toEpochMilli() - ((ZonedDateTime) buckets.get(1).getKey()).toInstant()
                .toEpochMilli(),
            equalTo(3600000L)
        );
        assertThat(
            ((ZonedDateTime) buckets.get(3).getKey()).toInstant().toEpochMilli() - ((ZonedDateTime) buckets.get(2).getKey()).toInstant()
                .toEpochMilli(),
            equalTo(3600000L)
        );
    }

    /**
     * Make sure that a request using a deterministic script or not using a script get cached.
     * Ensure requests using nondeterministic scripts do not get cached.
     */
    public void testScriptCaching() throws Exception {
        assertAcked(
            prepareCreate("cache_test_idx").setMapping("d", "type=date")
                .setSettings(Settings.builder().put("requests.cache.enable", true).put("number_of_shards", 1).put("number_of_replicas", 1))
                .get()
        );
        String date = DateFieldMapper.DEFAULT_DATE_TIME_FORMATTER.format(date(1, 1));
        String date2 = DateFieldMapper.DEFAULT_DATE_TIME_FORMATTER.format(date(2, 1));
        indexRandom(
            true,
            client().prepareIndex("cache_test_idx").setId("1").setSource("d", date),
            client().prepareIndex("cache_test_idx").setId("2").setSource("d", date2)
        );

        // Make sure we are starting with a clear cache
        assertThat(
            indicesAdmin().prepareStats("cache_test_idx").setRequestCache(true).get().getTotal().getRequestCache().getHitCount(),
            equalTo(0L)
        );
        assertThat(
            indicesAdmin().prepareStats("cache_test_idx").setRequestCache(true).get().getTotal().getRequestCache().getMissCount(),
            equalTo(0L)
        );

        // Test that a request using a nondeterministic script does not get cached
        Map<String, Object> params = new HashMap<>();
        params.put("fieldname", "d");
        SearchResponse r = client().prepareSearch("cache_test_idx")
            .setSize(0)
            .addAggregation(
                dateHistogram("histo").field("d")
                    .script(new Script(ScriptType.INLINE, "mockscript", DateScriptMocksPlugin.CURRENT_DATE, params))
                    .calendarInterval(DateHistogramInterval.MONTH)
            )
            .get();
        assertSearchResponse(r);

        assertThat(
            indicesAdmin().prepareStats("cache_test_idx").setRequestCache(true).get().getTotal().getRequestCache().getHitCount(),
            equalTo(0L)
        );
        assertThat(
            indicesAdmin().prepareStats("cache_test_idx").setRequestCache(true).get().getTotal().getRequestCache().getMissCount(),
            equalTo(0L)
        );

        // Test that a request using a deterministic script gets cached
        r = client().prepareSearch("cache_test_idx")
            .setSize(0)
            .addAggregation(
                dateHistogram("histo").field("d")
                    .script(new Script(ScriptType.INLINE, "mockscript", DateScriptMocksPlugin.LONG_PLUS_ONE_MONTH, params))
                    .calendarInterval(DateHistogramInterval.MONTH)
            )
            .get();
        assertSearchResponse(r);

        assertThat(
            indicesAdmin().prepareStats("cache_test_idx").setRequestCache(true).get().getTotal().getRequestCache().getHitCount(),
            equalTo(0L)
        );
        assertThat(
            indicesAdmin().prepareStats("cache_test_idx").setRequestCache(true).get().getTotal().getRequestCache().getMissCount(),
            equalTo(1L)
        );

        // Ensure that non-scripted requests are cached as normal
        r = client().prepareSearch("cache_test_idx")
            .setSize(0)
            .addAggregation(dateHistogram("histo").field("d").calendarInterval(DateHistogramInterval.MONTH))
            .get();
        assertSearchResponse(r);

        assertThat(
            indicesAdmin().prepareStats("cache_test_idx").setRequestCache(true).get().getTotal().getRequestCache().getHitCount(),
            equalTo(0L)
        );
        assertThat(
            indicesAdmin().prepareStats("cache_test_idx").setRequestCache(true).get().getTotal().getRequestCache().getMissCount(),
            equalTo(2L)
        );
    }

    public void testSingleValuedFieldOrderedBySingleValueSubAggregationAscAndKeyDesc() throws Exception {
        int[] expectedDays = new int[] { 1, 2, 4, 3, 7, 6, 5 };
        assertMultiSortResponse(expectedDays, BucketOrder.aggregation("avg_l", true), BucketOrder.key(false));
    }

    public void testSingleValuedFieldOrderedBySingleValueSubAggregationAscAndKeyAsc() throws Exception {
        int[] expectedDays = new int[] { 1, 2, 3, 4, 5, 6, 7 };
        assertMultiSortResponse(expectedDays, BucketOrder.aggregation("avg_l", true), BucketOrder.key(true));
    }

    public void testSingleValuedFieldOrderedBySingleValueSubAggregationDescAndKeyAsc() throws Exception {
        int[] expectedDays = new int[] { 5, 6, 7, 3, 4, 2, 1 };
        assertMultiSortResponse(expectedDays, BucketOrder.aggregation("avg_l", false), BucketOrder.key(true));
    }

    public void testSingleValuedFieldOrderedByCountAscAndSingleValueSubAggregationAsc() throws Exception {
        int[] expectedDays = new int[] { 6, 7, 3, 4, 5, 1, 2 };
        assertMultiSortResponse(expectedDays, BucketOrder.count(true), BucketOrder.aggregation("avg_l", true));
    }

    public void testSingleValuedFieldOrderedBySingleValueSubAggregationAscSingleValueSubAggregationAsc() throws Exception {
        int[] expectedDays = new int[] { 6, 7, 3, 5, 4, 1, 2 };
        assertMultiSortResponse(expectedDays, BucketOrder.aggregation("sum_d", true), BucketOrder.aggregation("avg_l", true));
    }

    public void testSingleValuedFieldOrderedByThreeCriteria() throws Exception {
        int[] expectedDays = new int[] { 2, 1, 4, 5, 3, 6, 7 };
        assertMultiSortResponse(
            expectedDays,
            BucketOrder.count(false),
            BucketOrder.aggregation("sum_d", false),
            BucketOrder.aggregation("avg_l", false)
        );
    }

    public void testSingleValuedFieldOrderedBySingleValueSubAggregationAscAsCompound() throws Exception {
        int[] expectedDays = new int[] { 1, 2, 3, 4, 5, 6, 7 };
        assertMultiSortResponse(expectedDays, BucketOrder.aggregation("avg_l", true));
    }

    private void assertMultiSortResponse(int[] expectedDays, BucketOrder... order) {
        ZonedDateTime[] expectedKeys = Arrays.stream(expectedDays).mapToObj(d -> date(1, d)).toArray(ZonedDateTime[]::new);
        SearchResponse response = client().prepareSearch("sort_idx")
            .addAggregation(
                dateHistogram("histo").field("date")
                    .calendarInterval(DateHistogramInterval.DAY)
                    .order(BucketOrder.compound(order))
                    .subAggregation(avg("avg_l").field("l"))
                    .subAggregation(sum("sum_d").field("d"))
            )
            .get();

        assertSearchResponse(response);

        Histogram histogram = response.getAggregations().get("histo");
        assertThat(histogram, notNullValue());
        assertThat(histogram.getName(), equalTo("histo"));
        assertThat(histogram.getBuckets().size(), equalTo(expectedKeys.length));

        int i = 0;
        for (Histogram.Bucket bucket : histogram.getBuckets()) {
            assertThat(bucket, notNullValue());
            assertThat(key(bucket), equalTo(expectedKeys[i]));
            assertThat(bucket.getDocCount(), equalTo(expectedMultiSortBuckets.get(expectedKeys[i]).get("_count")));
            Avg avg = bucket.getAggregations().get("avg_l");
            assertThat(avg, notNullValue());
            assertThat(avg.getValue(), equalTo(expectedMultiSortBuckets.get(expectedKeys[i]).get("avg_l")));
            Sum sum = bucket.getAggregations().get("sum_d");
            assertThat(sum, notNullValue());
            assertThat(sum.value(), equalTo(expectedMultiSortBuckets.get(expectedKeys[i]).get("sum_d")));
            i++;
        }
    }

    private ZonedDateTime key(Histogram.Bucket bucket) {
        return (ZonedDateTime) bucket.getKey();
    }

    /**
     * See https://github.com/elastic/elasticsearch/issues/39107. Make sure we handle properly different
     * timeZones.
     */
    public void testDateNanosHistogram() throws Exception {
        assertAcked(prepareCreate("nanos").setMapping("date", "type=date_nanos").get());
        indexRandom(true, client().prepareIndex("nanos").setId("1").setSource("date", "2000-01-01"));
        indexRandom(true, client().prepareIndex("nanos").setId("2").setSource("date", "2000-01-02"));

        // Search interval 24 hours
        SearchResponse r = client().prepareSearch("nanos")
            .addAggregation(
                dateHistogram("histo").field("date")
                    .fixedInterval(DateHistogramInterval.seconds(60 * 60 * 24))
                    .timeZone(ZoneId.of("Europe/Berlin"))
            )
            .addDocValueField("date")
            .get();
        assertSearchResponse(r);

        Histogram histogram = r.getAggregations().get("histo");
        List<? extends Bucket> buckets = histogram.getBuckets();
        assertEquals(2, buckets.size());
        assertEquals(946681200000L, ((ZonedDateTime) buckets.get(0).getKey()).toEpochSecond() * 1000);
        assertEquals(1, buckets.get(0).getDocCount());
        assertEquals(946767600000L, ((ZonedDateTime) buckets.get(1).getKey()).toEpochSecond() * 1000);
        assertEquals(1, buckets.get(1).getDocCount());

        r = client().prepareSearch("nanos")
            .addAggregation(
                dateHistogram("histo").field("date").fixedInterval(DateHistogramInterval.seconds(60 * 60 * 24)).timeZone(ZoneId.of("UTC"))
            )
            .addDocValueField("date")
            .get();
        assertSearchResponse(r);

        histogram = r.getAggregations().get("histo");
        buckets = histogram.getBuckets();
        assertEquals(2, buckets.size());
        assertEquals(946684800000L, ((ZonedDateTime) buckets.get(0).getKey()).toEpochSecond() * 1000);
        assertEquals(1, buckets.get(0).getDocCount());
        assertEquals(946771200000L, ((ZonedDateTime) buckets.get(1).getKey()).toEpochSecond() * 1000);
        assertEquals(1, buckets.get(1).getDocCount());
    }

    public void testDateKeyFormatting() {
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(
                dateHistogram("histo").field("date").calendarInterval(DateHistogramInterval.MONTH).timeZone(ZoneId.of("America/Edmonton"))
            )
            .get();

        assertSearchResponse(response);

        InternalDateHistogram histogram = response.getAggregations().get("histo");
        List<InternalDateHistogram.Bucket> buckets = histogram.getBuckets();
        assertThat(buckets.get(0).getKeyAsString(), equalTo("2012-01-01T00:00:00.000-07:00"));
        assertThat(buckets.get(1).getKeyAsString(), equalTo("2012-02-01T00:00:00.000-07:00"));
        assertThat(buckets.get(2).getKeyAsString(), equalTo("2012-03-01T00:00:00.000-07:00"));
    }

    public void testHardBoundsOnDates() {
        SearchResponse response = client().prepareSearch("idx")
            .addAggregation(
                dateHistogram("histo").field("date")
                    .calendarInterval(DateHistogramInterval.DAY)
                    .hardBounds(new LongBounds("2012-02-01T00:00:00.000", "2012-03-03T00:00:00.000"))
            )
            .get();

        assertSearchResponse(response);

        InternalDateHistogram histogram = response.getAggregations().get("histo");
        List<InternalDateHistogram.Bucket> buckets = histogram.getBuckets();
        assertThat(buckets.size(), equalTo(30));
        assertThat(buckets.get(1).getKeyAsString(), equalTo("2012-02-03T00:00:00.000Z"));
        assertThat(buckets.get(29).getKeyAsString(), equalTo("2012-03-02T00:00:00.000Z"));
    }

}
