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Refractor the Integration tests to abstract the geoshape and geo-poin…
…t index preparation code. Signed-off-by: Navneet Verma <[email protected]>
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/* | ||
* SPDX-License-Identifier: Apache-2.0 | ||
* | ||
* The OpenSearch Contributors require contributions made to | ||
* this file be licensed under the Apache-2.0 license or a | ||
* compatible open source license. | ||
*/ | ||
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package org.opensearch.geo.search.aggregations.bucket; | ||
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import com.carrotsearch.hppc.ObjectIntHashMap; | ||
import com.carrotsearch.hppc.ObjectIntMap; | ||
import org.opensearch.Version; | ||
import org.opensearch.action.index.IndexRequestBuilder; | ||
import org.opensearch.cluster.metadata.IndexMetadata; | ||
import org.opensearch.common.geo.GeoPoint; | ||
import org.opensearch.common.geo.GeoShapeDocValue; | ||
import org.opensearch.common.settings.Settings; | ||
import org.opensearch.common.xcontent.XContentBuilder; | ||
import org.opensearch.geo.GeoModulePluginIntegTestCase; | ||
import org.opensearch.geo.tests.common.RandomGeoGenerator; | ||
import org.opensearch.geo.tests.common.RandomGeoGeometryGenerator; | ||
import org.opensearch.geometry.Geometry; | ||
import org.opensearch.geometry.Rectangle; | ||
import org.opensearch.test.VersionUtils; | ||
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import java.util.ArrayList; | ||
import java.util.HashSet; | ||
import java.util.List; | ||
import java.util.Random; | ||
import java.util.Set; | ||
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import static org.opensearch.common.xcontent.XContentFactory.jsonBuilder; | ||
import static org.opensearch.test.hamcrest.OpenSearchAssertions.assertAcked; | ||
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/** | ||
* This is the base class for all the Bucket Aggregation related integration tests. Use this class to add common | ||
* methods which can be used across different bucket aggregations. If there is any common code that can be used | ||
* across other integration test too then this is not the class. Use {@link GeoModulePluginIntegTestCase} | ||
*/ | ||
public abstract class AbstractGeoBucketAggregationIntegTest extends GeoModulePluginIntegTestCase { | ||
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protected static final int MAX_PRECISION_FOR_GEO_SHAPES_AGG_TESTING = 4; | ||
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protected static final int NUM_DOCS = 100; | ||
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protected static final String GEO_SHAPE_INDEX_NAME = "geoshape_index"; | ||
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protected static Rectangle boundingRectangleForGeoShapesAgg; | ||
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protected static ObjectIntMap<String> expectedDocsCountForGeoShapes; | ||
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protected static ObjectIntMap<String> expectedDocCountsForSingleGeoPoint; | ||
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protected static ObjectIntMap<String> multiValuedExpectedDocCountsGeoPoint; | ||
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protected static final String GEO_SHAPE_FIELD_NAME = "location_geo_shape"; | ||
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protected static final String GEO_POINT_FIELD_NAME = "location"; | ||
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protected static final String KEYWORD_FIELD_NAME = "city"; | ||
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protected static String smallestGeoHash = null; | ||
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protected final Version version = VersionUtils.randomIndexCompatibleVersion(random()); | ||
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@Override | ||
protected boolean forbidPrivateIndexSettings() { | ||
return false; | ||
} | ||
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/** | ||
* Prepares a GeoShape index for testing the GeoShape bucket aggregations. Different bucket aggregations can use | ||
* different techniques for creating buckets. Override the method | ||
* {@link AbstractGeoBucketAggregationIntegTest#generateBucketsForGeometry} in the test class for creating the | ||
* buckets which will then be used for verifications. | ||
* | ||
* @param random {@link Random} | ||
* @throws Exception thrown during index creation. | ||
*/ | ||
protected void prepareGeoShapeIndexForAggregations(final Random random) throws Exception { | ||
expectedDocsCountForGeoShapes = new ObjectIntHashMap<>(); | ||
final Settings settings = Settings.builder().put(IndexMetadata.SETTING_VERSION_CREATED, version).build(); | ||
final List<IndexRequestBuilder> geoshapes = new ArrayList<>(); | ||
assertAcked(prepareCreate(GEO_SHAPE_INDEX_NAME).setSettings(settings).setMapping(GEO_SHAPE_FIELD_NAME, "type" + "=geo_shape")); | ||
boolean isShapeIntersectingBB = false; | ||
for (int i = 0; i < NUM_DOCS;) { | ||
final Geometry geometry = RandomGeoGeometryGenerator.randomGeometry(random); | ||
final GeoShapeDocValue geometryDocValue = GeoShapeDocValue.createGeometryDocValue(geometry); | ||
// make sure that there is 1 shape is intersecting with the bounding box | ||
if (!isShapeIntersectingBB) { | ||
isShapeIntersectingBB = geometryDocValue.isIntersectingRectangle(boundingRectangleForGeoShapesAgg); | ||
if (!isShapeIntersectingBB && i == NUM_DOCS - 1) { | ||
continue; | ||
} | ||
} | ||
i++; | ||
final Set<String> values = generateBucketsForGeometry(geometry, geometryDocValue); | ||
geoshapes.add(indexGeoShape(GEO_SHAPE_INDEX_NAME, geometry)); | ||
for (final String hash : values) { | ||
expectedDocsCountForGeoShapes.put(hash, expectedDocsCountForGeoShapes.getOrDefault(hash, 0) + 1); | ||
} | ||
} | ||
indexRandom(true, geoshapes); | ||
ensureGreen(GEO_SHAPE_INDEX_NAME); | ||
} | ||
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/** | ||
* Returns a set of buckets for the shape at different precision level. Override this method for different bucket | ||
* aggregations. | ||
* | ||
* @param geometry {@link Geometry} | ||
* @param geoShapeDocValue {@link GeoShapeDocValue} | ||
* @return A {@link Set} of {@link String} which represents the buckets. | ||
*/ | ||
protected abstract Set<String> generateBucketsForGeometry(final Geometry geometry, final GeoShapeDocValue geoShapeDocValue); | ||
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/** | ||
* Prepares a GeoPoint index for testing the GeoPoint bucket aggregations. Different bucket aggregations can use | ||
* different techniques for creating buckets. Override the method | ||
* {@link AbstractGeoBucketAggregationIntegTest#generateBucketsForGeoPoint} in the test class for creating the | ||
* buckets which will then be used for verifications. | ||
* | ||
* @param random {@link Random} | ||
* @throws Exception thrown during index creation. | ||
*/ | ||
protected void prepareSingleValueGeoPointIndex(final Random random) throws Exception { | ||
expectedDocCountsForSingleGeoPoint = new ObjectIntHashMap<>(); | ||
createIndex("idx_unmapped"); | ||
final Settings settings = Settings.builder() | ||
.put(IndexMetadata.SETTING_VERSION_CREATED, version) | ||
.put("index.number_of_shards", 4) | ||
.put("index.number_of_replicas", 0) | ||
.build(); | ||
assertAcked( | ||
prepareCreate("idx").setSettings(settings) | ||
.setMapping(GEO_POINT_FIELD_NAME, "type=geo_point", KEYWORD_FIELD_NAME, "type=keyword") | ||
); | ||
final List<IndexRequestBuilder> cities = new ArrayList<>(); | ||
for (int i = 0; i < NUM_DOCS; i++) { | ||
// generate random point | ||
final GeoPoint geoPoint = RandomGeoGenerator.randomPoint(random); | ||
cities.add(indexGeoPoint("idx", geoPoint.toString(), geoPoint.getLat() + ", " + geoPoint.getLon())); | ||
final Set<String> buckets = generateBucketsForGeoPoint(geoPoint); | ||
for (final String bucket : buckets) { | ||
expectedDocCountsForSingleGeoPoint.put(bucket, expectedDocCountsForSingleGeoPoint.getOrDefault(bucket, 0) + 1); | ||
} | ||
} | ||
indexRandom(true, cities); | ||
ensureGreen("idx_unmapped", "idx"); | ||
} | ||
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protected void prepareMultiValuedGeoPointIndex(final Random random) throws Exception { | ||
multiValuedExpectedDocCountsGeoPoint = new ObjectIntHashMap<>(); | ||
final Settings settings = Settings.builder().put(IndexMetadata.SETTING_VERSION_CREATED, version).build(); | ||
final List<IndexRequestBuilder> cities = new ArrayList<>(); | ||
assertAcked( | ||
prepareCreate("multi_valued_idx").setSettings(settings) | ||
.setMapping(GEO_POINT_FIELD_NAME, "type=geo_point", KEYWORD_FIELD_NAME, "type=keyword") | ||
); | ||
for (int i = 0; i < NUM_DOCS; i++) { | ||
final int numPoints = random.nextInt(4); | ||
final List<String> points = new ArrayList<>(); | ||
final Set<String> buckets = new HashSet<>(); | ||
for (int j = 0; j < numPoints; ++j) { | ||
// generate random point | ||
final GeoPoint geoPoint = RandomGeoGenerator.randomPoint(random); | ||
points.add(geoPoint.getLat() + "," + geoPoint.getLon()); | ||
buckets.addAll(generateBucketsForGeoPoint(geoPoint)); | ||
} | ||
cities.add(indexGeoPoints("multi_valued_idx", Integer.toString(i), points)); | ||
for (final String bucket : buckets) { | ||
multiValuedExpectedDocCountsGeoPoint.put(bucket, multiValuedExpectedDocCountsGeoPoint.getOrDefault(bucket, 0) + 1); | ||
} | ||
} | ||
indexRandom(true, cities); | ||
ensureGreen("multi_valued_idx"); | ||
} | ||
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/** | ||
* Returns a set of buckets for the GeoPoint at different precision level. Override this method for different bucket | ||
* aggregations. | ||
* | ||
* @param geoPoint {@link GeoPoint} | ||
* @return A {@link Set} of {@link String} which represents the buckets. | ||
*/ | ||
protected abstract Set<String> generateBucketsForGeoPoint(final GeoPoint geoPoint); | ||
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/** | ||
* Indexes a GeoShape in the provided index. | ||
* @param index {@link String} index name | ||
* @param geometry {@link Geometry} the Geometry to be indexed | ||
* @return {@link IndexRequestBuilder} | ||
* @throws Exception thrown during creation of {@link IndexRequestBuilder} | ||
*/ | ||
protected IndexRequestBuilder indexGeoShape(final String index, final Geometry geometry) throws Exception { | ||
XContentBuilder source = jsonBuilder().startObject(); | ||
source = source.field(GEO_SHAPE_FIELD_NAME, WKT.toWKT(geometry)); | ||
source = source.endObject(); | ||
return client().prepareIndex(index).setSource(source); | ||
} | ||
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/** | ||
* Indexes a {@link List} of {@link GeoPoint}s in the provided Index name. | ||
* @param index {@link String} index name | ||
* @param name {@link String} value for the string field in index | ||
* @param latLon {@link List} of {@link String} representing the String representation of GeoPoint | ||
* @return {@link IndexRequestBuilder} | ||
* @throws Exception thrown during indexing. | ||
*/ | ||
protected IndexRequestBuilder indexGeoPoints(final String index, final String name, final List<String> latLon) throws Exception { | ||
XContentBuilder source = jsonBuilder().startObject().field(KEYWORD_FIELD_NAME, name); | ||
if (latLon != null) { | ||
source = source.field(GEO_POINT_FIELD_NAME, latLon); | ||
} | ||
source = source.endObject(); | ||
return client().prepareIndex(index).setSource(source); | ||
} | ||
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/** | ||
* Indexes a {@link GeoPoint} in the provided Index name. | ||
* @param index {@link String} index name | ||
* @param name {@link String} value for the string field in index | ||
* @param latLon {@link String} representing the String representation of GeoPoint | ||
* @return {@link IndexRequestBuilder} | ||
* @throws Exception thrown during indexing. | ||
*/ | ||
protected IndexRequestBuilder indexGeoPoint(final String index, final String name, final String latLon) throws Exception { | ||
return indexGeoPoints(index, name, List.of(latLon)); | ||
} | ||
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/** | ||
* Generates a Bounding Box of a fixed radius that can be used for shapes aggregations to reduce the size of | ||
* aggregation results. | ||
* @param random {@link Random} | ||
* @return {@link Rectangle} | ||
*/ | ||
protected Rectangle getGridAggregationBoundingBox(final Random random) { | ||
final double radius = getRadiusOfBoundingBox(); | ||
assertTrue("The radius of Bounding Box is less than or equal to 0", radius > 0); | ||
return RandomGeoGeometryGenerator.randomRectangle(random, radius); | ||
} | ||
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/** | ||
* Returns a radius for the Bounding box. Test classes can override this method to change the radius of BBox for | ||
* the test cases. If we increase this value, it will lead to creation of a lot of buckets that can lead of | ||
* IndexOutOfBoundsExceptions. | ||
* @return double | ||
*/ | ||
protected double getRadiusOfBoundingBox() { | ||
return 5.0; | ||
} | ||
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} |
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