Integration tests for deduplicate and groupby in bq pushdown

Author: sanjanasandeep

integration-test-remote/src/test/java/io/cdap/cdap/app/etl/batch/DedupAggregatorTest.java

@@ -0,0 +1,226 @@
+/*
+ * Copyright © 2016 Cask Data, Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License"); you may not
+ * use this file except in compliance with the License. You may obtain a copy of
+ * the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+ * License for the specific language governing permissions and limitations under
+ * the License.
+ */
+
+package io.cdap.cdap.app.etl.batch;
+
+import com.google.common.collect.ImmutableMap;
+import com.google.common.collect.ImmutableSet;
+import com.google.common.reflect.TypeToken;
+import io.cdap.cdap.api.Resources;
+import io.cdap.cdap.api.common.Bytes;
+import io.cdap.cdap.api.data.schema.Schema;
+import io.cdap.cdap.api.dataset.table.Put;
+import io.cdap.cdap.api.dataset.table.Table;
+import io.cdap.cdap.app.etl.ETLTestBase;
+import io.cdap.cdap.app.etl.dataset.DatasetAccessApp;
+import io.cdap.cdap.app.etl.dataset.SnapshotFilesetService;
+import io.cdap.cdap.datapipeline.SmartWorkflow;
+import io.cdap.cdap.etl.api.Engine;
+import io.cdap.cdap.etl.api.batch.BatchAggregator;
+import io.cdap.cdap.etl.api.batch.BatchSink;
+import io.cdap.cdap.etl.api.batch.BatchSource;
+import io.cdap.cdap.etl.proto.v2.ETLBatchConfig;
+import io.cdap.cdap.etl.proto.v2.ETLPlugin;
+import io.cdap.cdap.etl.proto.v2.ETLStage;
+import io.cdap.cdap.proto.ProgramRunStatus;
+import io.cdap.cdap.proto.artifact.AppRequest;
+import io.cdap.cdap.proto.id.ApplicationId;
+import io.cdap.cdap.test.ApplicationManager;
+import io.cdap.cdap.test.DataSetManager;
+import io.cdap.cdap.test.ServiceManager;
+import io.cdap.cdap.test.WorkflowManager;
+import io.cdap.cdap.test.suite.category.RequiresSpark;
+import io.cdap.common.http.HttpMethod;
+import io.cdap.common.http.HttpResponse;
+import io.cdap.common.http.ObjectResponse;
+import io.cdap.plugin.common.Properties;
+import org.apache.avro.file.DataFileStream;
+import org.apache.avro.generic.GenericDatumReader;
+import org.apache.avro.generic.GenericRecord;
+import org.apache.avro.generic.GenericRecordBuilder;
+import org.apache.avro.io.DatumReader;
+import org.junit.Assert;
+import org.junit.Test;
+import org.junit.experimental.categories.Category;
+
+import java.io.ByteArrayInputStream;
+import java.io.IOException;
+import java.net.HttpURLConnection;
+import java.net.URL;
+import java.util.HashSet;
+import java.util.Map;
+import java.util.Set;
+import java.util.concurrent.TimeUnit;
+
+/**
+ *   Tests DedupAggregator
+ */
+public class DedupAggregatorTest extends ETLTestBase {
+    public static final String SMARTWORKFLOW_NAME = SmartWorkflow.NAME;
+    public static final String USER_SOURCE = "userSource";
+    public static final String USER_SINK = "userSink";
+
+    public static final Schema USER_SCHEMA = Schema.recordOf(
+            "user",
+            Schema.Field.of("Lastname", Schema.of(Schema.Type.STRING)),
+            Schema.Field.of("Firstname", Schema.of(Schema.Type.STRING)),
+            Schema.Field.of("profession", Schema.of(Schema.Type.STRING)),
+            Schema.Field.of("age", Schema.of(Schema.Type.INT)));
+
+    private static final Map<String, String> CONFIG_MAP = new ImmutableMap.Builder<String, String>()
+            .put("uniqueFields", "profession")
+            .put("filterOperation", "age:Min")
+            .build();
+
+    @Category({
+            RequiresSpark.class
+    })
+    @Test
+    public void testDeduplicateSpark() throws Exception {
+        testDeduplicate(Engine.SPARK);
+    }
+
+    private void testDeduplicate(Engine spark) throws  Exception {
+        ETLStage userSourceStage =
+                new ETLStage("users", new ETLPlugin("Table",
+                        BatchSource.PLUGIN_TYPE,
+                        ImmutableMap.of(
+                                Properties.BatchReadableWritable.NAME, USER_SOURCE,
+                                Properties.Table.PROPERTY_SCHEMA, USER_SCHEMA.toString()), null));
+
+        ETLStage userSinkStage =  new ETLStage(USER_SINK, new ETLPlugin("SnapshotAvro", BatchSink.PLUGIN_TYPE,
+                ImmutableMap.<String, String>builder()
+                        .put(Properties.BatchReadableWritable.NAME, USER_SINK)
+                        .put("schema", USER_SCHEMA.toString())
+                        .build(), null));
+
+        ETLStage userGroupStage = new ETLStage("KeyAggregate", new ETLPlugin("Deduplicate",
+                BatchAggregator.PLUGIN_TYPE,
+                CONFIG_MAP, null));
+
+
+        ETLBatchConfig config = ETLBatchConfig.builder("* * * * *")
+                .addStage(userSourceStage)
+                .addStage(userSinkStage)
+                .addStage(userGroupStage)
+                .addConnection(userSourceStage.getName(), userGroupStage.getName())
+                .addConnection(userGroupStage.getName(), userSinkStage.getName())
+                .setDriverResources(new Resources(2048))
+                .setResources(new Resources(2048))
+                .build();
+
+
+        ingestInputData(USER_SOURCE);
+
+        AppRequest<ETLBatchConfig> request = getBatchAppRequestV2(config);
+        ApplicationId appId = TEST_NAMESPACE.app("deduplicate-test");
+        ApplicationManager appManager = deployApplication(appId, request);
+
+        WorkflowManager workflowManager = appManager.getWorkflowManager(SmartWorkflow.NAME);
+        startAndWaitForRun(workflowManager, ProgramRunStatus.COMPLETED, 10, TimeUnit.MINUTES);
+
+        // Deploy an application with a service to get partitionedFileset data for verification
+        ApplicationManager applicationManager = deployApplication(DatasetAccessApp.class);
+        ServiceManager serviceManager = applicationManager.getServiceManager
+                (SnapshotFilesetService.class.getSimpleName());
+        startAndWaitForRun(serviceManager, ProgramRunStatus.RUNNING);
+
+        org.apache.avro.Schema avroOutputSchema = new org.apache.avro.Schema.Parser().parse(USER_SCHEMA.toString());
+        // output has these records:
+        // 1: shelton, alex, professor, 45
+        // 3: schuster, chris, accountant, 23
+        // 5: gamal , ali , engineer, 28
+        GenericRecord record1 = new GenericRecordBuilder(avroOutputSchema)
+                .set("Lastname", "Shelton")
+                .set("Firstname", "Alex")
+                .set("profession", "professor")
+                .set("age", 45)
+                .build();
+
+        GenericRecord record2 = new GenericRecordBuilder(avroOutputSchema)
+                .set("Lastname", "Schuster")
+                .set("Firstname", "Chris")
+                .set("profession", "accountant")
+                .set("age", 23)
+                .build();
+
+        GenericRecord record3 = new GenericRecordBuilder(avroOutputSchema)
+                .set("Lastname", "Gamal")
+                .set("Firstname", "Ali")
+                .set("profession", "engineer")
+                .set("age", 28)
+                .build();
+
+        Set<GenericRecord> expected = ImmutableSet.of(record1, record2, record3);
+        // verfiy output
+        Assert.assertEquals(expected, readOutput(serviceManager, USER_SINK, USER_SCHEMA));
+    }
+
+    private Set<GenericRecord> readOutput(ServiceManager serviceManager, String sink, Schema schema)
+            throws IOException {
+        URL pfsURL = new URL(serviceManager.getServiceURL(PROGRAM_START_STOP_TIMEOUT_SECONDS, TimeUnit.SECONDS),
+                String.format("read/%s", sink));
+        HttpResponse response = getRestClient().execute(HttpMethod.GET, pfsURL, getClientConfig().getAccessToken());
+
+        Assert.assertEquals(HttpURLConnection.HTTP_OK, response.getResponseCode());
+
+        Map<String, byte[]> map = ObjectResponse.<Map<String, byte[]>>fromJsonBody(
+                response, new TypeToken<Map<String, byte[]>>() { }.getType()).getResponseObject();
+
+        return parseOutput(map, schema);
+    }
+
+    private Set<GenericRecord> parseOutput(Map<String, byte[]> contents, Schema schema) throws IOException {
+        org.apache.avro.Schema avroSchema = new org.apache.avro.Schema.Parser().parse(schema.toString());
+        Set<GenericRecord> records = new HashSet<>();
+        for (Map.Entry<String, byte[]> entry : contents.entrySet()) {
+            DatumReader<GenericRecord> datumReader = new GenericDatumReader<>(avroSchema);
+            try (DataFileStream<GenericRecord> fileStream = new DataFileStream<>(
+                    new ByteArrayInputStream(entry.getValue()), datumReader)) {
+                for (GenericRecord record : fileStream) {
+                    records.add(record);
+                }
+            }
+        }
+        return records;
+    }
+
+    private void ingestInputData(String inputDatasetName) throws Exception {
+        // 1: shelton, alex, professor, 45
+        // 2: seitz, bob, professor, 50
+        // 3: schuster, chris, accountant, 23
+        // 4: bolt , henry , engineer, 30
+        // 5: gamal , ali , engineer, 28
+        DataSetManager<Table> inputManager = getTableDataset(inputDatasetName);
+        Table inputTable = inputManager.get();
+        putValues(inputTable, 1, "Shelton", "Alex", "professor",  45);
+        putValues(inputTable, 2, "Seitz", "Bob", "professor",  50);
+        putValues(inputTable, 3, "Schuster", "Chris", "accountant",  23);
+        putValues(inputTable, 4, "Bolt", "Henry", "engineer",  30);
+        putValues(inputTable, 5, "Gamal", "Ali", "engineer",  28);
+        inputManager.flush();
+    }
+
+    private void putValues(Table inputTable, int index, String lastname, String firstname, String profession,
+                           int age) {
+        Put put = new Put(Bytes.toBytes(index));
+        put.add("Lastname", lastname);
+        put.add("Firstname", firstname);
+        put.add("profession", profession);
+        put.add("age", age);
+        inputTable.put(put);
+    }
+}