Examples with ETLStage io.cdap.cdap.etl.proto.v2.ETLStage used on opensource projects

Example 91 with ETLStage

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

the class DataPipelineServiceTest method testValidateStagePluginNotFound.

@Test
public void testValidateStagePluginNotFound() throws Exception {
    String name = MockSource.NAME;
    String type = BatchSource.PLUGIN_TYPE;
    ArtifactSelectorConfig requestedArtifact = new ArtifactSelectorConfig(ArtifactScope.USER.name(), batchMocksArtifactId.getArtifact() + "-ghost", batchMocksArtifactId.getVersion());
    String stageName = "src";
    ETLStage stage = new ETLStage(stageName, new ETLPlugin(name, type, Collections.emptyMap(), requestedArtifact));
    StageValidationResponse actual = sendRequest(new StageValidationRequest(stage, Collections.emptyList(), false));
    Assert.assertEquals(1, actual.getFailures().size());
    ValidationFailure failure = actual.getFailures().iterator().next();
    Assert.assertEquals(stageName, failure.getCauses().get(0).getAttribute(CauseAttributes.PLUGIN_ID));
    Assert.assertEquals(type, failure.getCauses().get(0).getAttribute(CauseAttributes.PLUGIN_TYPE));
    Assert.assertEquals(name, failure.getCauses().get(0).getAttribute(CauseAttributes.PLUGIN_NAME));
    Assert.assertEquals(requestedArtifact.getName(), failure.getCauses().get(0).getAttribute(CauseAttributes.REQUESTED_ARTIFACT_NAME));
    Assert.assertEquals(requestedArtifact.getScope(), failure.getCauses().get(0).getAttribute(CauseAttributes.REQUESTED_ARTIFACT_SCOPE));
    Assert.assertEquals(requestedArtifact.getVersion(), failure.getCauses().get(0).getAttribute(CauseAttributes.REQUESTED_ARTIFACT_VERSION));
    Assert.assertEquals(batchMocksArtifactId.getArtifact(), failure.getCauses().get(0).getAttribute(CauseAttributes.SUGGESTED_ARTIFACT_NAME));
    Assert.assertEquals(ArtifactScope.SYSTEM.name(), failure.getCauses().get(0).getAttribute(CauseAttributes.SUGGESTED_ARTIFACT_SCOPE));
    Assert.assertEquals(batchMocksArtifactId.getVersion(), failure.getCauses().get(0).getAttribute(CauseAttributes.SUGGESTED_ARTIFACT_VERSION));
}

Example 92 with ETLStage

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

the class DataPipelineServiceTest method testMacroResolutionFromProperties.

@Test
public void testMacroResolutionFromProperties() throws Exception {
    // StringValueFilterTransform checks that the field exists in the input schema
    String stageName = "tx";
    Map<String, String> properties = new HashMap<>();
    properties.put("field", "x");
    properties.put("value", "${someProperty}");
    ETLStage stage = new ETLStage(stageName, new ETLPlugin(StringValueFilterTransform.NAME, Transform.PLUGIN_TYPE, properties));
    Schema inputSchema = Schema.recordOf("x", Schema.Field.of("x", Schema.of(Schema.Type.STRING)));
    // Set the preference value in the store
    getPreferencesService().setProperties(NamespaceId.DEFAULT, Collections.singletonMap("someProperty", "someValue"));
    // This call should include the resolved value for Field
    StageValidationRequest requestBody1 = new StageValidationRequest(stage, Collections.singletonList(new StageSchema("input", inputSchema)), true);
    StageValidationResponse actual1 = sendRequest(requestBody1);
    Assert.assertTrue(actual1.getFailures().isEmpty());
    Assert.assertNotNull(actual1.getSpec().getPlugin());
    Assert.assertEquals("someValue", actual1.getSpec().getPlugin().getProperties().get("value"));
    // This call should NOT include the resolved value for Field
    StageValidationRequest requestBody2 = new StageValidationRequest(stage, Collections.singletonList(new StageSchema("input", inputSchema)), false);
    StageValidationResponse actual2 = sendRequest(requestBody2);
    Assert.assertTrue(actual2.getFailures().isEmpty());
    Assert.assertNotNull(actual2.getSpec().getPlugin());
    Assert.assertEquals("${someProperty}", actual2.getSpec().getPlugin().getProperties().get("value"));
}

Example 93 with ETLStage

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

the class DataPipelineServiceTest method testValidationFailureForJoiner.

@Test
public void testValidationFailureForJoiner() throws Exception {
    String stageName = "joiner";
    // join key field t2_cust_name does not exist
    ETLStage stage = new ETLStage(stageName, MockJoiner.getPlugin("t1.customer_id=t2.cust_id&" + "t1.customer_name=t2.t2_cust_name", "t1,t2", ""));
    StageSchema inputSchema1 = new StageSchema("t1", Schema.recordOf("id", Schema.Field.of("customer_id", Schema.of(Schema.Type.STRING)), Schema.Field.of("customer_name", Schema.of(Schema.Type.STRING))));
    // t1.customer_id type string does not match t2.cust_id type int
    StageSchema inputSchema2 = new StageSchema("t2", Schema.recordOf("id", Schema.Field.of("cust_id", Schema.of(Schema.Type.INT)), Schema.Field.of("cust_name", Schema.of(Schema.Type.STRING))));
    StageValidationRequest requestBody = new StageValidationRequest(stage, ImmutableList.of(inputSchema1, inputSchema2), false);
    StageValidationResponse actual = sendRequest(requestBody);
    Assert.assertNull(actual.getSpec());
    Assert.assertEquals(2, actual.getFailures().size());
    ValidationFailure fieldDoesNotExist = actual.getFailures().get(0);
    Assert.assertEquals(stageName, fieldDoesNotExist.getCauses().get(0).getAttribute(STAGE));
    Assert.assertEquals("t1.customer_id=t2.cust_id", fieldDoesNotExist.getCauses().get(0).getAttribute(CauseAttributes.CONFIG_ELEMENT));
    ValidationFailure typeMismatch = actual.getFailures().get(1);
    Assert.assertEquals(stageName, typeMismatch.getCauses().get(0).getAttribute(STAGE));
    Assert.assertEquals("t1.customer_name=t2.t2_cust_name", typeMismatch.getCauses().get(0).getAttribute(CauseAttributes.CONFIG_ELEMENT));
}

Example 94 with ETLStage

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

the class DataPipelineServiceTest method testValidatePipelineBadPipelineArtifact.

@Test
public void testValidatePipelineBadPipelineArtifact() throws IOException {
    ETLBatchConfig config = ETLBatchConfig.builder().addStage(new ETLStage("src", MockSource.getPlugin("dummy1"))).addStage(new ETLStage("sink", MockSink.getPlugin("dummy2"))).addConnection("src", "sink").build();
    ArtifactSummary badArtifact = new ArtifactSummary("ghost", "1.0.0");
    AppRequest<ETLBatchConfig> appRequest = new AppRequest<>(badArtifact, config);
    URL validatePipelineURL = serviceURI.resolve(String.format("v1/contexts/%s/validations/pipeline", NamespaceId.DEFAULT.getNamespace())).toURL();
    HttpRequest request = HttpRequest.builder(HttpMethod.POST, validatePipelineURL).withBody(GSON.toJson(appRequest)).build();
    HttpResponse response = HttpRequests.execute(request, new DefaultHttpRequestConfig(false));
    Assert.assertEquals(400, response.getResponseCode());
}

Example 95 with ETLStage

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

the class DataPipelineServiceTest method testValidationFailureForAggregator.

@Test
public void testValidationFailureForAggregator() throws Exception {
    String stageName = "ag";
    ETLStage stage = new ETLStage(stageName, DistinctAggregator.getPlugin("id,name"));
    // input schema does not contain name field
    Schema inputSchema = Schema.recordOf("id", Schema.Field.of("id", Schema.of(Schema.Type.STRING)));
    StageValidationRequest requestBody = new StageValidationRequest(stage, Collections.singletonList(new StageSchema("input", inputSchema)), false);
    StageValidationResponse actual = sendRequest(requestBody);
    Assert.assertNull(actual.getSpec());
    Assert.assertEquals(1, actual.getFailures().size());
    ValidationFailure failure = actual.getFailures().iterator().next();
    Assert.assertEquals(stageName, failure.getCauses().get(0).getAttribute(STAGE));
    Assert.assertEquals("fields", failure.getCauses().get(0).getAttribute(CauseAttributes.STAGE_CONFIG));
    Assert.assertEquals("name", failure.getCauses().get(0).getAttribute(CauseAttributes.CONFIG_ELEMENT));
}