use of co.cask.cdap.app.preview.PreviewRunner in project cdap by caskdata.
the class DefaultPreviewManager method start.
@Override
public ApplicationId start(NamespaceId namespace, AppRequest<?> appRequest) throws Exception {
ApplicationId previewApp = namespace.app(PREFIX + System.currentTimeMillis());
Injector injector = createPreviewInjector(previewApp);
PreviewRunner runner = injector.getInstance(PreviewRunner.class);
if (runner instanceof Service) {
((Service) runner).startAndWait();
}
try {
runner.startPreview(new PreviewRequest<>(getProgramIdFromRequest(previewApp, appRequest), appRequest));
} catch (Exception e) {
if (runner instanceof Service) {
stopQuietly((Service) runner);
}
removePreviewDir(previewApp);
throw e;
}
appInjectors.put(previewApp, injector);
return previewApp;
}
use of co.cask.cdap.app.preview.PreviewRunner in project cdap by caskdata.
the class PreviewDataPipelineTest method testPreviewFailedRun.
private void testPreviewFailedRun(Engine engine) throws Exception {
PreviewManager previewManager = getPreviewManager();
String sourceTableName = "singleInput";
String sinkTableName = "singleOutput";
Schema schema = Schema.recordOf("testRecord", Schema.Field.of("name", Schema.of(Schema.Type.STRING)));
/*
* source --> transform -> sink
*/
ETLBatchConfig etlConfig = ETLBatchConfig.builder("* * * * *").addStage(new ETLStage("source", MockSource.getPlugin(sourceTableName, schema))).addStage(new ETLStage("transform", ExceptionTransform.getPlugin("name", "samuel"))).addStage(new ETLStage("sink", MockSink.getPlugin(sinkTableName))).addConnection("source", "transform").addConnection("transform", "sink").setNumOfRecordsPreview(100).setEngine(engine).build();
// Construct the preview config with the program name and program type.
PreviewConfig previewConfig = new PreviewConfig(SmartWorkflow.NAME, ProgramType.WORKFLOW, Collections.<String, String>emptyMap(), 10);
// Create the table for the mock source
addDatasetInstance(Table.class.getName(), sourceTableName, DatasetProperties.of(ImmutableMap.of("schema", schema.toString())));
DataSetManager<Table> inputManager = getDataset(NamespaceId.DEFAULT.dataset(sourceTableName));
StructuredRecord recordSamuel = StructuredRecord.builder(schema).set("name", "samuel").build();
StructuredRecord recordBob = StructuredRecord.builder(schema).set("name", "bob").build();
MockSource.writeInput(inputManager, "1", recordSamuel);
MockSource.writeInput(inputManager, "2", recordBob);
AppRequest<ETLBatchConfig> appRequest = new AppRequest<>(APP_ARTIFACT, etlConfig, previewConfig);
// Start the preview and get the corresponding PreviewRunner.
ApplicationId previewId = previewManager.start(NamespaceId.DEFAULT, appRequest);
final PreviewRunner previewRunner = previewManager.getRunner(previewId);
// Wait for the preview status go into FAILED.
Tasks.waitFor(PreviewStatus.Status.RUN_FAILED, new Callable<PreviewStatus.Status>() {
@Override
public PreviewStatus.Status call() throws Exception {
PreviewStatus status = previewRunner.getStatus();
return status == null ? null : status.getStatus();
}
}, 5, TimeUnit.MINUTES);
// Get the data for stage "source" in the PreviewStore.
checkPreviewStore(previewRunner, "source", 2);
// Get the data for stage "transform" in the PreviewStore, should contain one less record than source.
checkPreviewStore(previewRunner, "transform", 1);
// Get the data for stage "sink" in the PreviewStore, should contain one less record than source.
checkPreviewStore(previewRunner, "sink", 1);
// Validate the metrics for preview
validateMetric(2, previewId, "source.records.in", previewRunner);
validateMetric(2, previewId, "source.records.out", previewRunner);
validateMetric(2, previewId, "transform.records.in", previewRunner);
validateMetric(1, previewId, "transform.records.out", previewRunner);
validateMetric(1, previewId, "sink.records.out", previewRunner);
validateMetric(1, previewId, "sink.records.in", previewRunner);
// Check the sink table is not created in the real space.
DataSetManager<Table> sinkManager = getDataset(sinkTableName);
Assert.assertNull(sinkManager.get());
deleteDatasetInstance(NamespaceId.DEFAULT.dataset(sourceTableName));
}
use of co.cask.cdap.app.preview.PreviewRunner in project cdap by caskdata.
the class PreviewDataPipelineTest method testDataPipelinePreviewRun.
private void testDataPipelinePreviewRun(Engine engine) throws Exception {
PreviewManager previewManager = getPreviewManager();
String sourceTableName = "singleInput";
String sinkTableName = "singleOutput";
Schema schema = Schema.recordOf("testRecord", Schema.Field.of("name", Schema.of(Schema.Type.STRING)));
/*
* source --> transform -> sink
*/
ETLBatchConfig etlConfig = ETLBatchConfig.builder("* * * * *").addStage(new ETLStage("source", MockSource.getPlugin(sourceTableName, schema))).addStage(new ETLStage("transform", IdentityTransform.getPlugin())).addStage(new ETLStage("sink", MockSink.getPlugin(sinkTableName))).addConnection("source", "transform").addConnection("transform", "sink").setEngine(engine).setNumOfRecordsPreview(100).build();
// Construct the preview config with the program name and program type
PreviewConfig previewConfig = new PreviewConfig(SmartWorkflow.NAME, ProgramType.WORKFLOW, Collections.<String, String>emptyMap(), 10);
// Create the table for the mock source
addDatasetInstance(Table.class.getName(), sourceTableName, DatasetProperties.of(ImmutableMap.of("schema", schema.toString())));
DataSetManager<Table> inputManager = getDataset(NamespaceId.DEFAULT.dataset(sourceTableName));
StructuredRecord recordSamuel = StructuredRecord.builder(schema).set("name", "samuel").build();
StructuredRecord recordBob = StructuredRecord.builder(schema).set("name", "bob").build();
MockSource.writeInput(inputManager, ImmutableList.of(recordSamuel, recordBob));
AppRequest<ETLBatchConfig> appRequest = new AppRequest<>(APP_ARTIFACT_RANGE, etlConfig, previewConfig);
// Start the preview and get the corresponding PreviewRunner.
ApplicationId previewId = previewManager.start(NamespaceId.DEFAULT, appRequest);
final PreviewRunner previewRunner = previewManager.getRunner(previewId);
// Wait for the preview status go into COMPLETED.
Tasks.waitFor(PreviewStatus.Status.COMPLETED, new Callable<PreviewStatus.Status>() {
@Override
public PreviewStatus.Status call() throws Exception {
PreviewStatus status = previewRunner.getStatus();
return status == null ? null : status.getStatus();
}
}, 5, TimeUnit.MINUTES);
// Get the data for stage "source" in the PreviewStore, should contain two records.
checkPreviewStore(previewRunner, "source", 2);
// Get the data for stage "transform" in the PreviewStore, should contain two records.
checkPreviewStore(previewRunner, "transform", 2);
// Get the data for stage "sink" in the PreviewStore, should contain two records.
checkPreviewStore(previewRunner, "sink", 2);
// Validate the metrics for preview
validateMetric(2, previewId, "source.records.in", previewRunner);
validateMetric(2, previewId, "source.records.out", previewRunner);
validateMetric(2, previewId, "transform.records.in", previewRunner);
validateMetric(2, previewId, "transform.records.out", previewRunner);
validateMetric(2, previewId, "sink.records.out", previewRunner);
validateMetric(2, previewId, "sink.records.in", previewRunner);
// Check the sink table is not created in the real space.
DataSetManager<Table> sinkManager = getDataset(sinkTableName);
Assert.assertNull(sinkManager.get());
deleteDatasetInstance(NamespaceId.DEFAULT.dataset(sourceTableName));
Assert.assertNotNull(previewRunner.getRunRecord());
}
use of co.cask.cdap.app.preview.PreviewRunner in project cdap by caskdata.
the class PreviewDataPipelineTest method testMultiplePhase.
private void testMultiplePhase(Engine engine) throws Exception {
/*
* source1 ----> t1 ------
* | --> innerjoin ----> t4 ------
* source2 ----> t2 ------ |
* | ---> outerjoin --> sink1
* |
* source3 -------------------- t3 ------------------------
*/
PreviewManager previewManager = getPreviewManager();
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("i_id", Schema.of(Schema.Type.STRING)));
Schema outSchema2 = Schema.recordOf("join.output", 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("i_id", Schema.nullableOf(Schema.of(Schema.Type.STRING))), Schema.Field.of("customer_id", Schema.nullableOf(Schema.of(Schema.Type.STRING))), Schema.Field.of("customer_name", Schema.nullableOf(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))));
String source1MulitJoinInput = "multiJoinSource1-" + engine;
String source2MultiJoinInput = "multiJoinSource2-" + engine;
String source3MultiJoinInput = "multiJoinSource3-" + engine;
String outputName = "multiJoinOutput-" + engine;
String sinkName = "multiJoinOutputSink-" + engine;
String outerJoinName = "multiJoinOuter-" + engine;
ETLBatchConfig etlConfig = ETLBatchConfig.builder("* * * * *").addStage(new ETLStage("source1", MockSource.getPlugin(source1MulitJoinInput, inputSchema1))).addStage(new ETLStage("source2", MockSource.getPlugin(source2MultiJoinInput, inputSchema2))).addStage(new ETLStage("source3", MockSource.getPlugin(source3MultiJoinInput, inputSchema3))).addStage(new ETLStage("t1", IdentityTransform.getPlugin())).addStage(new ETLStage("t2", IdentityTransform.getPlugin())).addStage(new ETLStage("t3", IdentityTransform.getPlugin())).addStage(new ETLStage("t4", IdentityTransform.getPlugin())).addStage(new ETLStage("innerjoin", MockJoiner.getPlugin("t1.customer_id=t2.cust_id", "t1,t2", ""))).addStage(new ETLStage(outerJoinName, MockJoiner.getPlugin("t4.item_id=t3.i_id", "", ""))).addStage(new ETLStage(sinkName, MockSink.getPlugin(outputName))).addConnection("source1", "t1").addConnection("source2", "t2").addConnection("source3", "t3").addConnection("t1", "innerjoin").addConnection("t2", "innerjoin").addConnection("innerjoin", "t4").addConnection("t3", outerJoinName).addConnection("t4", outerJoinName).addConnection(outerJoinName, sinkName).setEngine(engine).setNumOfRecordsPreview(100).build();
// Construct the preview config with the program name and program type
PreviewConfig previewConfig = new PreviewConfig(SmartWorkflow.NAME, ProgramType.WORKFLOW, Collections.<String, String>emptyMap(), 10);
// Create the table for the mock source
addDatasetInstance(Table.class.getName(), source1MulitJoinInput, DatasetProperties.of(ImmutableMap.of("schema", inputSchema1.toString())));
addDatasetInstance(Table.class.getName(), source2MultiJoinInput, DatasetProperties.of(ImmutableMap.of("schema", inputSchema2.toString())));
addDatasetInstance(Table.class.getName(), source3MultiJoinInput, DatasetProperties.of(ImmutableMap.of("schema", inputSchema3.toString())));
AppRequest<ETLBatchConfig> appRequest = new AppRequest<>(APP_ARTIFACT, etlConfig, previewConfig);
// Start the preview and get the corresponding PreviewRunner.
ApplicationId previewId = previewManager.start(NamespaceId.DEFAULT, appRequest);
final PreviewRunner previewRunner = previewManager.getRunner(previewId);
ingestData(inputSchema1, inputSchema2, inputSchema3, source1MulitJoinInput, source2MultiJoinInput, source3MultiJoinInput);
// Wait for the preview status go into COMPLETED.
Tasks.waitFor(PreviewStatus.Status.COMPLETED, new Callable<PreviewStatus.Status>() {
@Override
public PreviewStatus.Status call() throws Exception {
PreviewStatus status = previewRunner.getStatus();
return status == null ? null : status.getStatus();
}
}, 5, TimeUnit.MINUTES);
checkPreviewStore(previewRunner, sinkName, 3);
validateMetric(3L, previewId, sinkName + ".records.in", previewRunner);
}
use of co.cask.cdap.app.preview.PreviewRunner in project cdap by caskdata.
the class PreviewDataStreamsTest method testDataStreamsPreviewRun.
@Test
public void testDataStreamsPreviewRun() throws Exception {
PreviewManager previewManager = getPreviewManager();
String sinkTableName = "singleOutput";
Schema schema = Schema.recordOf("testRecord", Schema.Field.of("name", Schema.of(Schema.Type.STRING)));
List<StructuredRecord> records = new ArrayList<>();
StructuredRecord recordSamuel = StructuredRecord.builder(schema).set("name", "samuel").build();
StructuredRecord recordBob = StructuredRecord.builder(schema).set("name", "bob").build();
StructuredRecord recordTest = StructuredRecord.builder(schema).set("name", "test").build();
records.add(recordSamuel);
records.add(recordBob);
records.add(recordTest);
/*
* source --> transform -> sink
*/
DataStreamsConfig etlConfig = DataStreamsConfig.builder().addStage(new ETLStage("source", MockSource.getPlugin(schema, records))).addStage(new ETLStage("transform", IdentityTransform.getPlugin())).addStage(new ETLStage("sink", MockSink.getPlugin(sinkTableName))).addConnection("source", "transform").addConnection("transform", "sink").setNumOfRecordsPreview(100).setBatchInterval("1s").build();
// Construct the preview config with the program name and program type.
PreviewConfig previewConfig = new PreviewConfig(DataStreamsSparkLauncher.NAME, ProgramType.SPARK, Collections.<String, String>emptyMap(), 1);
AppRequest<DataStreamsConfig> appRequest = new AppRequest<>(APP_ARTIFACT, etlConfig, previewConfig);
// Start the preview and get the corresponding PreviewRunner.
ApplicationId previewId = previewManager.start(NamespaceId.DEFAULT, appRequest);
final PreviewRunner previewRunner = previewManager.getRunner(previewId);
// Wait for the preview to be running and wait until the records are processed in the sink.
Tasks.waitFor(true, new Callable<Boolean>() {
@Override
public Boolean call() throws Exception {
Map<String, List<JsonElement>> data = previewRunner.getData("sink");
return data != null && data.get(DATA_TRACER_PROPERTY) != null && data.get(DATA_TRACER_PROPERTY).size() == 3;
}
}, 1, TimeUnit.MINUTES);
// check data in source and transform
checkPreviewStore(previewRunner, "source", 3);
checkPreviewStore(previewRunner, "transform", 3);
// Wait for the pipeline to be shutdown by timer.
TimeUnit.MINUTES.sleep(1);
Tasks.waitFor(PreviewStatus.Status.KILLED_BY_TIMER, new Callable<PreviewStatus.Status>() {
@Override
public PreviewStatus.Status call() throws Exception {
return previewRunner.getStatus().getStatus();
}
}, 1, TimeUnit.MINUTES);
// Validate the metrics for preview
validateMetric(3, previewId, "source.records.out", previewRunner);
validateMetric(3, previewId, "transform.records.in", previewRunner);
validateMetric(3, previewId, "transform.records.out", previewRunner);
validateMetric(3, previewId, "sink.records.in", previewRunner);
validateMetric(3, previewId, "sink.records.out", previewRunner);
// Check the sink table is not created in the real space.
DataSetManager<Table> sinkManager = getDataset(sinkTableName);
Assert.assertNull(sinkManager.get());
}
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