BAEL-2972 : MongoDB Aggregations Using Java (#8718)
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package com.baeldung.aggregation;
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import static com.mongodb.client.model.Aggregates.count;
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import static com.mongodb.client.model.Aggregates.group;
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import static com.mongodb.client.model.Aggregates.limit;
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import static com.mongodb.client.model.Aggregates.match;
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import static com.mongodb.client.model.Aggregates.out;
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import static com.mongodb.client.model.Aggregates.project;
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import static com.mongodb.client.model.Aggregates.sort;
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import static org.junit.Assert.assertTrue;
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import static org.junit.jupiter.api.Assertions.assertEquals;
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import static org.junit.jupiter.api.Assertions.assertNotNull;
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import java.io.BufferedReader;
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import java.io.IOException;
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import java.io.InputStream;
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import java.io.InputStreamReader;
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import java.util.Arrays;
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import org.bson.Document;
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import org.bson.conversions.Bson;
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import org.junit.AfterClass;
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import org.junit.BeforeClass;
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import org.junit.Test;
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import com.mongodb.client.MongoClient;
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import com.mongodb.client.MongoClients;
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import com.mongodb.client.MongoCollection;
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import com.mongodb.client.MongoDatabase;
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import com.mongodb.client.model.Accumulators;
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import com.mongodb.client.model.Filters;
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import com.mongodb.client.model.Projections;
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import com.mongodb.client.model.Sorts;
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public class AggregationLiveTest {
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private static final String DATABASE = "world";
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private static final String COLLECTION = "countries";
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private static final String DATASET_JSON = "/countrydata.json";
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private static MongoClient mongoClient;
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private static MongoDatabase database;
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private static MongoCollection<Document> collection;
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@BeforeClass
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public static void setUpDB() throws IOException {
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mongoClient = MongoClients.create();
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database = mongoClient.getDatabase(DATABASE);
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collection = database.getCollection(COLLECTION);
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collection.drop();
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InputStream is = AggregationLiveTest.class.getResourceAsStream(DATASET_JSON);
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BufferedReader reader = new BufferedReader(new InputStreamReader(is));
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reader.lines()
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.forEach(line -> collection.insertOne(Document.parse(line)));
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reader.close();
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}
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@Test
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public void givenCountryCollection_whenNAFTACountriesCounted_thenThree() {
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Document naftaCountries = collection.aggregate(Arrays.asList(match(Filters.eq("regionalBlocs.acronym", "NAFTA")), count()))
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.first();
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assertEquals(3, naftaCountries.get("count"));
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}
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@Test
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public void givenCountryCollection_whenAreaSortedDescending_thenSuccess() {
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collection.aggregate(Arrays.asList(sort(Sorts.descending("area")), limit(7), out("largest_seven")))
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.toCollection();
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MongoCollection<Document> largestSeven = database.getCollection("largest_seven");
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assertEquals(7, largestSeven.countDocuments());
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Document usa = largestSeven.find(Filters.eq("alpha3Code", "USA"))
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.first();
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assertNotNull(usa);
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}
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@Test
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public void givenCountryCollection_whenCountedRegionWise_thenMaxInAfrica() {
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Document maxCountriedRegion = collection.aggregate(Arrays.asList(group("$region", Accumulators.sum("tally", 1)), sort(Sorts.descending("tally"))))
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.first();
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assertTrue(maxCountriedRegion.containsValue("Africa"));
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}
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@Test
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public void givenCountryCollection_whenNeighborsCalculated_thenMaxIsFifteenInChina() {
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Bson borderingCountriesCollection = project(Projections.fields(Projections.excludeId(), Projections.include("name"), Projections.computed("borderingCountries", Projections.computed("$size", "$borders"))));
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int maxValue = collection.aggregate(Arrays.asList(borderingCountriesCollection, group(null, Accumulators.max("max", "$borderingCountries"))))
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.first()
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.getInteger("max");
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assertEquals(15, maxValue);
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Document maxNeighboredCountry = collection.aggregate(Arrays.asList(borderingCountriesCollection, match(Filters.eq("borderingCountries", maxValue))))
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.first();
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assertTrue(maxNeighboredCountry.containsValue("China"));
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}
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@AfterClass
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public static void cleanUp() {
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mongoClient.close();
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}
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}
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package com.baeldung.aggregation;
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import static com.mongodb.client.model.Aggregates.count;
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import static com.mongodb.client.model.Aggregates.group;
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import static com.mongodb.client.model.Aggregates.limit;
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import static com.mongodb.client.model.Aggregates.match;
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import static com.mongodb.client.model.Aggregates.out;
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import static com.mongodb.client.model.Aggregates.project;
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import static com.mongodb.client.model.Aggregates.sort;
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import static org.junit.Assert.assertTrue;
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import static org.junit.jupiter.api.Assertions.assertEquals;
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import static org.junit.jupiter.api.Assertions.assertNotNull;
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import java.io.BufferedReader;
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import java.io.IOException;
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import java.io.InputStream;
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import java.io.InputStreamReader;
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import java.util.Arrays;
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import org.bson.Document;
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import org.bson.conversions.Bson;
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import org.junit.AfterClass;
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import org.junit.BeforeClass;
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import org.junit.Test;
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import com.mongodb.client.MongoClient;
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import com.mongodb.client.MongoClients;
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import com.mongodb.client.MongoCollection;
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import com.mongodb.client.MongoDatabase;
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import com.mongodb.client.model.Accumulators;
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import com.mongodb.client.model.Filters;
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import com.mongodb.client.model.Projections;
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import com.mongodb.client.model.Sorts;
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public class AggregationLiveTest {
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private static final String DATABASE = "world";
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private static final String COLLECTION = "countries";
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private static final String DATASET_JSON = "/countrydata.json";
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private static MongoClient mongoClient;
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private static MongoDatabase database;
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private static MongoCollection<Document> collection;
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@BeforeClass
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public static void setUpDB() throws IOException {
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mongoClient = MongoClients.create();
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database = mongoClient.getDatabase(DATABASE);
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collection = database.getCollection(COLLECTION);
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collection.drop();
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InputStream is = AggregationLiveTest.class.getResourceAsStream(DATASET_JSON);
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BufferedReader reader = new BufferedReader(new InputStreamReader(is));
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reader.lines()
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.forEach(line -> collection.insertOne(Document.parse(line)));
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reader.close();
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}
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@Test
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public void givenCountryCollection_whenEnglishSpeakingCountriesCounted_thenNinetyOne() {
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Document englishSpeakingCountries = collection.aggregate(Arrays.asList(match(Filters.eq("languages.name", "English")), count()))
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.first();
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assertEquals(91, englishSpeakingCountries.get("count"));
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}
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@Test
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public void givenCountryCollection_whenAreaSortedDescending_thenSuccess() {
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collection.aggregate(Arrays.asList(sort(Sorts.descending("area")), limit(7), out("largest_seven")))
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.toCollection();
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MongoCollection<Document> largestSeven = database.getCollection("largest_seven");
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assertEquals(7, largestSeven.countDocuments());
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Document usa = largestSeven.find(Filters.eq("alpha3Code", "USA"))
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.first();
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assertNotNull(usa);
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}
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@Test
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public void givenCountryCollection_whenCountedRegionWise_thenMaxInAfrica() {
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Document maxCountriedRegion = collection.aggregate(Arrays.asList(group("$region", Accumulators.sum("tally", 1)), sort(Sorts.descending("tally"))))
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.first();
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assertTrue(maxCountriedRegion.containsValue("Africa"));
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}
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@Test
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public void givenCountryCollection_whenNeighborsCalculated_thenMaxIsFifteenInChina() {
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Bson borderingCountriesCollection = project(Projections.fields(Projections.excludeId(), Projections.include("name"), Projections.computed("borderingCountries", Projections.computed("$size", "$borders"))));
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int maxValue = collection.aggregate(Arrays.asList(borderingCountriesCollection, group(null, Accumulators.max("max", "$borderingCountries"))))
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.first()
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.getInteger("max");
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assertEquals(15, maxValue);
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Document maxNeighboredCountry = collection.aggregate(Arrays.asList(borderingCountriesCollection, match(Filters.eq("borderingCountries", maxValue))))
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.first();
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assertTrue(maxNeighboredCountry.containsValue("China"));
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}
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@AfterClass
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public static void cleanUp() {
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mongoClient.close();
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}
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}
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