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Example 1 with ETLBatchConfig

use of io.cdap.cdap.etl.proto.v2.ETLBatchConfig in project cdap by caskdata.

the class DataPipelineTest method testExternalDatasetTracking.

private void testExternalDatasetTracking(Engine engine, boolean backwardsCompatible) throws Exception {
    String suffix = engine.name() + (backwardsCompatible ? "-bc" : "");
    // Define input/output datasets
    String expectedExternalDatasetInput = "fileInput-" + suffix;
    String expectedExternalDatasetOutput = "fileOutput-" + suffix;
    // Define input/output directories
    File inputDir = TMP_FOLDER.newFolder("input-" + suffix);
    String inputFile = "input-file1.txt";
    File outputDir = TMP_FOLDER.newFolder("output-" + suffix);
    File outputSubDir1 = new File(outputDir, "subdir1");
    File outputSubDir2 = new File(outputDir, "subdir2");
    if (!backwardsCompatible) {
        // Assert that there are no external datasets
        Assert.assertNull(getDataset(NamespaceId.DEFAULT.dataset(expectedExternalDatasetInput)).get());
        Assert.assertNull(getDataset(NamespaceId.DEFAULT.dataset(expectedExternalDatasetOutput)).get());
    }
    ETLBatchConfig.Builder builder = ETLBatchConfig.builder("* * * * *");
    ETLBatchConfig etlConfig = builder.setEngine(engine).addStage(new ETLStage("source", MockExternalSource.getPlugin(expectedExternalDatasetInput, inputDir.getAbsolutePath()))).addStage(new ETLStage("sink1", MockExternalSink.getPlugin(backwardsCompatible ? null : expectedExternalDatasetOutput, "dir1", outputSubDir1.getAbsolutePath()))).addStage(new ETLStage("sink2", MockExternalSink.getPlugin(backwardsCompatible ? null : expectedExternalDatasetOutput, "dir2", outputSubDir2.getAbsolutePath()))).addConnection("source", "sink1").addConnection("source", "sink2").build();
    AppRequest<ETLBatchConfig> appRequest = new AppRequest<>(APP_ARTIFACT, etlConfig);
    ApplicationId appId = NamespaceId.DEFAULT.app("ExternalDatasetApp-" + suffix);
    ApplicationManager appManager = deployApplication(appId, appRequest);
    Schema schema = Schema.recordOf("testRecord", Schema.Field.of("name", Schema.of(Schema.Type.STRING)));
    StructuredRecord recordSamuel = StructuredRecord.builder(schema).set("name", "samuel").build();
    StructuredRecord recordBob = StructuredRecord.builder(schema).set("name", "bob").build();
    StructuredRecord recordJane = StructuredRecord.builder(schema).set("name", "jane").build();
    ImmutableList<StructuredRecord> allInput = ImmutableList.of(recordSamuel, recordBob, recordJane);
    // Create input files
    MockExternalSource.writeInput(new File(inputDir, inputFile).getAbsolutePath(), allInput);
    WorkflowManager workflowManager = appManager.getWorkflowManager(SmartWorkflow.NAME);
    workflowManager.start();
    workflowManager.waitForRun(ProgramRunStatus.COMPLETED, 5, TimeUnit.MINUTES);
    List<RunRecord> history = workflowManager.getHistory();
    // there should be only one completed run
    Assert.assertEquals(1, history.size());
    Assert.assertEquals(ProgramRunStatus.COMPLETED, history.get(0).getStatus());
    // Assert output
    Assert.assertEquals(allInput, MockExternalSink.readOutput(outputSubDir1.getAbsolutePath()));
    Assert.assertEquals(allInput, MockExternalSink.readOutput(outputSubDir2.getAbsolutePath()));
    if (!backwardsCompatible) {
        // Assert that external datasets got created
        Assert.assertNotNull(getDataset(NamespaceId.DEFAULT.dataset(expectedExternalDatasetInput)).get());
        Assert.assertNotNull(getDataset(NamespaceId.DEFAULT.dataset(expectedExternalDatasetOutput)).get());
    }
}
Also used : ApplicationManager(co.cask.cdap.test.ApplicationManager) Schema(co.cask.cdap.api.data.schema.Schema) WorkflowManager(co.cask.cdap.test.WorkflowManager) StructuredRecord(co.cask.cdap.api.data.format.StructuredRecord) AppRequest(co.cask.cdap.proto.artifact.AppRequest) ETLBatchConfig(co.cask.cdap.etl.proto.v2.ETLBatchConfig) RunRecord(co.cask.cdap.proto.RunRecord) ETLStage(co.cask.cdap.etl.proto.v2.ETLStage) ApplicationId(co.cask.cdap.proto.id.ApplicationId) File(java.io.File)

Example 2 with ETLBatchConfig

use of io.cdap.cdap.etl.proto.v2.ETLBatchConfig in project cdap by caskdata.

the class DataPipelineTest method testMultiSource.

private void testMultiSource(Engine engine) throws Exception {
    /*
     * source1 --|                 |--> sink1
     *           |--> transform1 --|
     * source2 --|                 |
     *                             |--> transform2 --> sink2
     *                                     ^
     *                                     |
     * source3 ----------------------------|
     */
    Schema schema = Schema.recordOf("testRecord", Schema.Field.of("name", Schema.of(Schema.Type.STRING)));
    String source1Name = String.format("msInput1-%s", engine);
    String source2Name = String.format("msInput2-%s", engine);
    String source3Name = String.format("msInput3-%s", engine);
    String sink1Name = String.format("msOutput1-%s", engine);
    String sink2Name = String.format("msOutput2-%s", engine);
    ETLBatchConfig etlConfig = ETLBatchConfig.builder("* * * * *").addStage(new ETLStage("source1", MockSource.getPlugin(source1Name, schema))).addStage(new ETLStage("source2", MockSource.getPlugin(source2Name, schema))).addStage(new ETLStage("source3", MockSource.getPlugin(source3Name, schema))).addStage(new ETLStage("transform1", IdentityTransform.getPlugin())).addStage(new ETLStage("transform2", IdentityTransform.getPlugin())).addStage(new ETLStage("sink1", MockSink.getPlugin(sink1Name))).addStage(new ETLStage("sink2", MockSink.getPlugin(sink2Name))).addConnection("source1", "transform1").addConnection("source2", "transform1").addConnection("transform1", "sink1").addConnection("transform1", "transform2").addConnection("transform2", "sink2").addConnection("source3", "transform2").setEngine(engine).build();
    AppRequest<ETLBatchConfig> appRequest = new AppRequest<>(APP_ARTIFACT, etlConfig);
    ApplicationId appId = NamespaceId.DEFAULT.app("MultiSourceApp-" + engine);
    ApplicationManager appManager = deployApplication(appId, appRequest);
    // there should be only two programs - one workflow and one mapreduce/spark
    Assert.assertEquals(2, appManager.getInfo().getPrograms().size());
    StructuredRecord recordSamuel = StructuredRecord.builder(schema).set("name", "samuel").build();
    StructuredRecord recordBob = StructuredRecord.builder(schema).set("name", "bob").build();
    StructuredRecord recordJane = StructuredRecord.builder(schema).set("name", "jane").build();
    // write one record to each source
    DataSetManager<Table> inputManager = getDataset(NamespaceId.DEFAULT.dataset(source1Name));
    MockSource.writeInput(inputManager, ImmutableList.of(recordSamuel));
    inputManager = getDataset(NamespaceId.DEFAULT.dataset(source2Name));
    MockSource.writeInput(inputManager, ImmutableList.of(recordBob));
    inputManager = getDataset(NamespaceId.DEFAULT.dataset(source3Name));
    MockSource.writeInput(inputManager, ImmutableList.of(recordJane));
    WorkflowManager workflowManager = appManager.getWorkflowManager(SmartWorkflow.NAME);
    workflowManager.start();
    workflowManager.waitForRun(ProgramRunStatus.COMPLETED, 5, TimeUnit.MINUTES);
    // sink1 should get records from source1 and source2
    DataSetManager<Table> sinkManager = getDataset(sink1Name);
    Set<StructuredRecord> expected = ImmutableSet.of(recordSamuel, recordBob);
    Set<StructuredRecord> actual = Sets.newHashSet(MockSink.readOutput(sinkManager));
    Assert.assertEquals(expected, actual);
    // sink2 should get all records
    sinkManager = getDataset(sink2Name);
    expected = ImmutableSet.of(recordSamuel, recordBob, recordJane);
    actual = Sets.newHashSet(MockSink.readOutput(sinkManager));
    Assert.assertEquals(expected, actual);
    validateMetric(1, appId, "source1.records.out");
    validateMetric(1, appId, "source2.records.out");
    validateMetric(1, appId, "source3.records.out");
    validateMetric(2, appId, "transform1.records.in");
    validateMetric(2, appId, "transform1.records.out");
    validateMetric(3, appId, "transform2.records.in");
    validateMetric(3, appId, "transform2.records.out");
    validateMetric(2, appId, "sink1.records.in");
    validateMetric(3, appId, "sink2.records.in");
}
Also used : ApplicationManager(co.cask.cdap.test.ApplicationManager) KeyValueTable(co.cask.cdap.api.dataset.lib.KeyValueTable) Table(co.cask.cdap.api.dataset.table.Table) Schema(co.cask.cdap.api.data.schema.Schema) WorkflowManager(co.cask.cdap.test.WorkflowManager) StructuredRecord(co.cask.cdap.api.data.format.StructuredRecord) AppRequest(co.cask.cdap.proto.artifact.AppRequest) ETLBatchConfig(co.cask.cdap.etl.proto.v2.ETLBatchConfig) ETLStage(co.cask.cdap.etl.proto.v2.ETLStage) ApplicationId(co.cask.cdap.proto.id.ApplicationId)

Example 3 with ETLBatchConfig

use of io.cdap.cdap.etl.proto.v2.ETLBatchConfig in project cdap by caskdata.

the class DataPipelineTest method testTableLookup.

@Test
public void testTableLookup() throws Exception {
    addDatasetInstance(Table.class.getName(), "personTable");
    DataSetManager<Table> lookupTableManager = getDataset("personTable");
    Table lookupTable = lookupTableManager.get();
    lookupTable.put("samuel".getBytes(Charsets.UTF_8), "age".getBytes(Charsets.UTF_8), "12".getBytes(Charsets.UTF_8));
    lookupTable.put("samuel".getBytes(Charsets.UTF_8), "gender".getBytes(Charsets.UTF_8), "m".getBytes(Charsets.UTF_8));
    lookupTable.put("bob".getBytes(Charsets.UTF_8), "age".getBytes(Charsets.UTF_8), "36".getBytes(Charsets.UTF_8));
    lookupTable.put("bob".getBytes(Charsets.UTF_8), "gender".getBytes(Charsets.UTF_8), "m".getBytes(Charsets.UTF_8));
    lookupTable.put("jane".getBytes(Charsets.UTF_8), "age".getBytes(Charsets.UTF_8), "25".getBytes(Charsets.UTF_8));
    lookupTable.put("jane".getBytes(Charsets.UTF_8), "gender".getBytes(Charsets.UTF_8), "f".getBytes(Charsets.UTF_8));
    lookupTableManager.flush();
    ETLBatchConfig etlConfig = ETLBatchConfig.builder("* * * * *").addStage(new ETLStage("source", MockSource.getPlugin("inputTable"))).addStage(new ETLStage("transform", LookupTransform.getPlugin("person", "age", "personTable"))).addStage(new ETLStage("sink", MockSink.getPlugin("outputTable"))).addConnection("source", "transform").addConnection("transform", "sink").build();
    ApplicationId appId = NamespaceId.DEFAULT.app("testTableLookup");
    AppRequest<ETLBatchConfig> appRequest = new AppRequest<>(APP_ARTIFACT, etlConfig);
    ApplicationManager appManager = deployApplication(appId, appRequest);
    // set up input data
    Schema inputSchema = Schema.recordOf("person", Schema.Field.of("person", Schema.of(Schema.Type.STRING)));
    StructuredRecord recordSamuel = StructuredRecord.builder(inputSchema).set("person", "samuel").build();
    StructuredRecord recordBob = StructuredRecord.builder(inputSchema).set("person", "bob").build();
    StructuredRecord recordJane = StructuredRecord.builder(inputSchema).set("person", "jane").build();
    DataSetManager<Table> inputTable = getDataset("inputTable");
    MockSource.writeInput(inputTable, ImmutableList.of(recordSamuel, recordBob, recordJane));
    WorkflowManager workflowManager = appManager.getWorkflowManager(SmartWorkflow.NAME).start();
    workflowManager.waitForRun(ProgramRunStatus.COMPLETED, 5, TimeUnit.MINUTES);
    Schema schema = Schema.recordOf("person", Schema.Field.of("person", Schema.of(Schema.Type.STRING)), Schema.Field.of("age", Schema.of(Schema.Type.STRING)), Schema.Field.of("gender", Schema.of(Schema.Type.STRING)));
    Set<StructuredRecord> expected = new HashSet<>();
    expected.add(StructuredRecord.builder(schema).set("person", "samuel").set("age", "12").set("gender", "m").build());
    expected.add(StructuredRecord.builder(schema).set("person", "bob").set("age", "36").set("gender", "m").build());
    expected.add(StructuredRecord.builder(schema).set("person", "jane").set("age", "25").set("gender", "f").build());
    DataSetManager<Table> outputTable = getDataset("outputTable");
    Set<StructuredRecord> actual = new HashSet<>(MockSink.readOutput(outputTable));
    Assert.assertEquals(expected, actual);
    validateMetric(3, appId, "source.records.out");
    validateMetric(3, appId, "sink.records.in");
    deleteDatasetInstance(NamespaceId.DEFAULT.dataset("inputTable"));
    deleteDatasetInstance(NamespaceId.DEFAULT.dataset("outputTable"));
}
Also used : ApplicationManager(co.cask.cdap.test.ApplicationManager) KeyValueTable(co.cask.cdap.api.dataset.lib.KeyValueTable) Table(co.cask.cdap.api.dataset.table.Table) Schema(co.cask.cdap.api.data.schema.Schema) WorkflowManager(co.cask.cdap.test.WorkflowManager) StructuredRecord(co.cask.cdap.api.data.format.StructuredRecord) AppRequest(co.cask.cdap.proto.artifact.AppRequest) ETLBatchConfig(co.cask.cdap.etl.proto.v2.ETLBatchConfig) ETLStage(co.cask.cdap.etl.proto.v2.ETLStage) ApplicationId(co.cask.cdap.proto.id.ApplicationId) HashSet(java.util.HashSet) Test(org.junit.Test)

Example 4 with ETLBatchConfig

use of io.cdap.cdap.etl.proto.v2.ETLBatchConfig in project cdap by caskdata.

the class DataPipelineTest method testOuterJoin.

public void testOuterJoin(Engine engine) throws Exception {
    Schema inputSchema1 = Schema.recordOf("customerRecord", Schema.Field.of("customer_id", Schema.of(Schema.Type.STRING)), Schema.Field.of("customer_name", Schema.of(Schema.Type.STRING)));
    Schema inputSchema2 = Schema.recordOf("itemRecord", Schema.Field.of("item_id", Schema.of(Schema.Type.STRING)), Schema.Field.of("item_price", Schema.of(Schema.Type.LONG)), Schema.Field.of("cust_id", Schema.of(Schema.Type.STRING)), Schema.Field.of("cust_name", Schema.of(Schema.Type.STRING)));
    Schema inputSchema3 = Schema.recordOf("transactionRecord", Schema.Field.of("t_id", Schema.of(Schema.Type.STRING)), Schema.Field.of("c_id", Schema.of(Schema.Type.STRING)), Schema.Field.of("c_name", Schema.of(Schema.Type.STRING)));
    String input1Name = "source1OuterJoinInput-" + engine;
    String input2Name = "source2OuterJoinInput-" + engine;
    String input3Name = "source3OuterJoinInput-" + engine;
    String outputName = "outerJoinOutput-" + engine;
    String joinerName = "outerJoiner-" + engine;
    String sinkName = "outerJoinSink-" + engine;
    ETLBatchConfig etlConfig = ETLBatchConfig.builder("* * * * *").addStage(new ETLStage("source1", MockSource.getPlugin(input1Name, inputSchema1))).addStage(new ETLStage("source2", MockSource.getPlugin(input2Name, inputSchema2))).addStage(new ETLStage("source3", MockSource.getPlugin(input3Name, inputSchema3))).addStage(new ETLStage("t1", IdentityTransform.getPlugin())).addStage(new ETLStage("t2", IdentityTransform.getPlugin())).addStage(new ETLStage("t3", IdentityTransform.getPlugin())).addStage(new ETLStage(joinerName, MockJoiner.getPlugin("t1.customer_id=t2.cust_id=t3.c_id&" + "t1.customer_name=t2.cust_name=t3.c_name", "t1", ""))).addStage(new ETLStage(sinkName, MockSink.getPlugin(outputName))).addConnection("source1", "t1").addConnection("source2", "t2").addConnection("source3", "t3").addConnection("t1", joinerName).addConnection("t2", joinerName).addConnection("t3", joinerName).addConnection(joinerName, sinkName).setEngine(engine).build();
    AppRequest<ETLBatchConfig> appRequest = new AppRequest<>(APP_ARTIFACT, etlConfig);
    ApplicationId appId = NamespaceId.DEFAULT.app("OuterJoinApp-" + engine);
    ApplicationManager appManager = deployApplication(appId, appRequest);
    Schema outSchema = Schema.recordOf("join.output", Schema.Field.of("customer_id", Schema.of(Schema.Type.STRING)), Schema.Field.of("customer_name", Schema.of(Schema.Type.STRING)), Schema.Field.of("item_id", Schema.nullableOf(Schema.of(Schema.Type.STRING))), Schema.Field.of("item_price", Schema.nullableOf(Schema.of(Schema.Type.LONG))), Schema.Field.of("cust_id", Schema.nullableOf(Schema.of(Schema.Type.STRING))), Schema.Field.of("cust_name", Schema.nullableOf(Schema.of(Schema.Type.STRING))), Schema.Field.of("t_id", Schema.nullableOf(Schema.of(Schema.Type.STRING))), Schema.Field.of("c_id", Schema.nullableOf(Schema.of(Schema.Type.STRING))), Schema.Field.of("c_name", Schema.nullableOf(Schema.of(Schema.Type.STRING))));
    StructuredRecord recordSamuel = StructuredRecord.builder(inputSchema1).set("customer_id", "1").set("customer_name", "samuel").build();
    StructuredRecord recordBob = StructuredRecord.builder(inputSchema1).set("customer_id", "2").set("customer_name", "bob").build();
    StructuredRecord recordJane = StructuredRecord.builder(inputSchema1).set("customer_id", "3").set("customer_name", "jane").build();
    StructuredRecord recordMartha = StructuredRecord.builder(inputSchema1).set("customer_id", "4").set("customer_name", "martha").build();
    StructuredRecord recordCar = StructuredRecord.builder(inputSchema2).set("item_id", "11").set("item_price", 10000L).set("cust_id", "1").set("cust_name", "samuel").build();
    StructuredRecord recordBike = StructuredRecord.builder(inputSchema2).set("item_id", "22").set("item_price", 100L).set("cust_id", "3").set("cust_name", "jane").build();
    StructuredRecord recordTrasCar = StructuredRecord.builder(inputSchema3).set("t_id", "1").set("c_id", "1").set("c_name", "samuel").build();
    StructuredRecord recordTrasPlane = StructuredRecord.builder(inputSchema3).set("t_id", "2").set("c_id", "2").set("c_name", "bob").build();
    StructuredRecord recordTrasBike = StructuredRecord.builder(inputSchema3).set("t_id", "3").set("c_id", "3").set("c_name", "jane").build();
    // write one record to each source
    DataSetManager<Table> inputManager = getDataset(NamespaceId.DEFAULT.dataset(input1Name));
    MockSource.writeInput(inputManager, ImmutableList.of(recordSamuel, recordBob, recordJane, recordMartha));
    inputManager = getDataset(NamespaceId.DEFAULT.dataset(input2Name));
    MockSource.writeInput(inputManager, ImmutableList.of(recordCar, recordBike));
    inputManager = getDataset(NamespaceId.DEFAULT.dataset(input3Name));
    MockSource.writeInput(inputManager, ImmutableList.of(recordTrasCar, recordTrasPlane, recordTrasBike));
    WorkflowManager workflowManager = appManager.getWorkflowManager(SmartWorkflow.NAME);
    workflowManager.start();
    workflowManager.waitForRun(ProgramRunStatus.COMPLETED, 5, TimeUnit.MINUTES);
    StructuredRecord joinRecordSamuel = StructuredRecord.builder(outSchema).set("customer_id", "1").set("customer_name", "samuel").set("item_id", "11").set("item_price", 10000L).set("cust_id", "1").set("cust_name", "samuel").set("t_id", "1").set("c_id", "1").set("c_name", "samuel").build();
    StructuredRecord joinRecordBob = StructuredRecord.builder(outSchema).set("customer_id", "2").set("customer_name", "bob").set("t_id", "2").set("c_id", "2").set("c_name", "bob").build();
    StructuredRecord joinRecordJane = StructuredRecord.builder(outSchema).set("customer_id", "3").set("customer_name", "jane").set("item_id", "22").set("item_price", 100L).set("cust_id", "3").set("cust_name", "jane").set("t_id", "3").set("c_id", "3").set("c_name", "jane").build();
    StructuredRecord joinRecordMartha = StructuredRecord.builder(outSchema).set("customer_id", "4").set("customer_name", "martha").build();
    DataSetManager<Table> sinkManager = getDataset(outputName);
    Set<StructuredRecord> expected = ImmutableSet.of(joinRecordSamuel, joinRecordJane, joinRecordBob, joinRecordMartha);
    Set<StructuredRecord> actual = Sets.newHashSet(MockSink.readOutput(sinkManager));
    Assert.assertEquals(expected, actual);
    validateMetric(4, appId, joinerName + ".records.out");
    validateMetric(4, appId, sinkName + ".records.in");
}
Also used : ApplicationManager(co.cask.cdap.test.ApplicationManager) KeyValueTable(co.cask.cdap.api.dataset.lib.KeyValueTable) Table(co.cask.cdap.api.dataset.table.Table) Schema(co.cask.cdap.api.data.schema.Schema) WorkflowManager(co.cask.cdap.test.WorkflowManager) StructuredRecord(co.cask.cdap.api.data.format.StructuredRecord) AppRequest(co.cask.cdap.proto.artifact.AppRequest) ETLBatchConfig(co.cask.cdap.etl.proto.v2.ETLBatchConfig) ETLStage(co.cask.cdap.etl.proto.v2.ETLStage) ApplicationId(co.cask.cdap.proto.id.ApplicationId)

Example 5 with ETLBatchConfig

use of io.cdap.cdap.etl.proto.v2.ETLBatchConfig in project cdap by caskdata.

the class DataPipelineTest method testSinglePhase.

@Test
public void testSinglePhase() throws Exception {
    Schema schema = Schema.recordOf("testRecord", Schema.Field.of("name", Schema.of(Schema.Type.STRING)));
    /*
     * source --> sink
     */
    ETLBatchConfig etlConfig = ETLBatchConfig.builder("* * * * *").addStage(new ETLStage("source", MockSource.getPlugin("singleInput", schema))).addStage(new ETLStage("sink", MockSink.getPlugin("singleOutput"))).addConnection("source", "sink").build();
    AppRequest<ETLBatchConfig> appRequest = new AppRequest<>(APP_ARTIFACT_RANGE, etlConfig);
    ApplicationId appId = NamespaceId.DEFAULT.app("SinglePhaseApp");
    ApplicationManager appManager = deployApplication(appId, appRequest);
    StructuredRecord recordSamuel = StructuredRecord.builder(schema).set("name", "samuel").build();
    StructuredRecord recordBob = StructuredRecord.builder(schema).set("name", "bob").build();
    // write records to source
    DataSetManager<Table> inputManager = getDataset(NamespaceId.DEFAULT.dataset("singleInput"));
    MockSource.writeInput(inputManager, ImmutableList.of(recordSamuel, recordBob));
    WorkflowManager workflowManager = appManager.getWorkflowManager(SmartWorkflow.NAME);
    workflowManager.start();
    workflowManager.waitForRun(ProgramRunStatus.COMPLETED, 5, TimeUnit.MINUTES);
    // check sink
    DataSetManager<Table> sinkManager = getDataset("singleOutput");
    Set<StructuredRecord> expected = ImmutableSet.of(recordSamuel, recordBob);
    Set<StructuredRecord> actual = Sets.newHashSet(MockSink.readOutput(sinkManager));
    Assert.assertEquals(expected, actual);
    validateMetric(2, appId, "source.records.out");
    validateMetric(2, appId, "sink.records.in");
}
Also used : ETLBatchConfig(co.cask.cdap.etl.proto.v2.ETLBatchConfig) ApplicationManager(co.cask.cdap.test.ApplicationManager) KeyValueTable(co.cask.cdap.api.dataset.lib.KeyValueTable) Table(co.cask.cdap.api.dataset.table.Table) ETLStage(co.cask.cdap.etl.proto.v2.ETLStage) Schema(co.cask.cdap.api.data.schema.Schema) WorkflowManager(co.cask.cdap.test.WorkflowManager) ApplicationId(co.cask.cdap.proto.id.ApplicationId) StructuredRecord(co.cask.cdap.api.data.format.StructuredRecord) AppRequest(co.cask.cdap.proto.artifact.AppRequest) Test(org.junit.Test)

Aggregations

ETLBatchConfig (io.cdap.cdap.etl.proto.v2.ETLBatchConfig)121 ETLStage (io.cdap.cdap.etl.proto.v2.ETLStage)121 Test (org.junit.Test)117 ApplicationId (io.cdap.cdap.proto.id.ApplicationId)79 AppRequest (io.cdap.cdap.proto.artifact.AppRequest)76 ApplicationManager (io.cdap.cdap.test.ApplicationManager)74 ETLBatchConfig (co.cask.cdap.etl.proto.v2.ETLBatchConfig)72 WorkflowManager (io.cdap.cdap.test.WorkflowManager)72 ETLStage (co.cask.cdap.etl.proto.v2.ETLStage)70 Table (io.cdap.cdap.api.dataset.table.Table)68 StructuredRecord (io.cdap.cdap.api.data.format.StructuredRecord)64 Schema (io.cdap.cdap.api.data.schema.Schema)58 KeyValueTable (io.cdap.cdap.api.dataset.lib.KeyValueTable)46 AppRequest (co.cask.cdap.proto.artifact.AppRequest)43 ApplicationId (co.cask.cdap.proto.id.ApplicationId)43 ApplicationManager (co.cask.cdap.test.ApplicationManager)40 WorkflowManager (co.cask.cdap.test.WorkflowManager)39 Table (co.cask.cdap.api.dataset.table.Table)36 KeyValueTable (co.cask.cdap.api.dataset.lib.KeyValueTable)33 ArrayList (java.util.ArrayList)33