| /* |
| * Licensed to the Apache Software Foundation (ASF) under one |
| * or more contributor license agreements. See the NOTICE file |
| * distributed with this work for additional information |
| * regarding copyright ownership. The ASF licenses this file |
| * to you 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 org.apache.beam.sdk.managed; |
| |
| import static org.apache.beam.model.pipeline.v1.ExternalTransforms.ExpansionMethods.Enum.SCHEMA_TRANSFORM; |
| import static org.apache.beam.model.pipeline.v1.ExternalTransforms.SchemaTransformPayload; |
| import static org.apache.beam.sdk.managed.ManagedSchemaTransformProvider.ManagedConfig; |
| import static org.apache.beam.sdk.managed.ManagedSchemaTransformProvider.ManagedSchemaTransform; |
| import static org.apache.beam.sdk.managed.ManagedSchemaTransformTranslation.ManagedSchemaTransformTranslator; |
| import static org.junit.Assert.assertEquals; |
| import static org.junit.Assert.assertNotNull; |
| import static org.junit.Assert.assertNull; |
| |
| import java.net.URISyntaxException; |
| import java.nio.file.Paths; |
| import java.util.Arrays; |
| import java.util.List; |
| import java.util.Map; |
| import java.util.stream.Collectors; |
| import org.apache.beam.model.pipeline.v1.RunnerApi; |
| import org.apache.beam.sdk.Pipeline; |
| import org.apache.beam.sdk.coders.RowCoder; |
| import org.apache.beam.sdk.managed.testing.TestSchemaTransformProvider; |
| import org.apache.beam.sdk.options.PipelineOptionsFactory; |
| import org.apache.beam.sdk.schemas.Schema; |
| import org.apache.beam.sdk.schemas.SchemaTranslation; |
| import org.apache.beam.sdk.schemas.utils.YamlUtils; |
| import org.apache.beam.sdk.transforms.Create; |
| import org.apache.beam.sdk.util.construction.BeamUrns; |
| import org.apache.beam.sdk.util.construction.PipelineTranslation; |
| import org.apache.beam.sdk.values.PCollection; |
| import org.apache.beam.sdk.values.PCollectionRowTuple; |
| import org.apache.beam.sdk.values.Row; |
| import org.apache.beam.vendor.grpc.v1p60p1.com.google.protobuf.InvalidProtocolBufferException; |
| import org.apache.beam.vendor.guava.v32_1_2_jre.com.google.common.collect.ImmutableMap; |
| import org.junit.Test; |
| |
| public class ManagedSchemaTransformTranslationTest { |
| static final ManagedSchemaTransformProvider PROVIDER = new ManagedSchemaTransformProvider(null); |
| |
| @Test |
| public void testReCreateTransformFromRowWithConfigUrl() throws URISyntaxException { |
| String yamlConfigPath = |
| Paths.get(getClass().getClassLoader().getResource("test_config.yaml").toURI()) |
| .toFile() |
| .getAbsolutePath(); |
| |
| ManagedConfig originalConfig = |
| ManagedConfig.builder() |
| .setTransformIdentifier(TestSchemaTransformProvider.IDENTIFIER) |
| .setConfigUrl(yamlConfigPath) |
| .build(); |
| |
| ManagedSchemaTransform originalTransform = |
| (ManagedSchemaTransform) PROVIDER.from(originalConfig); |
| |
| ManagedSchemaTransformTranslator translator = new ManagedSchemaTransformTranslator(); |
| Row configRow = translator.toConfigRow(originalTransform); |
| |
| ManagedSchemaTransform transformFromRow = |
| translator.fromConfigRow(configRow, PipelineOptionsFactory.create()); |
| ManagedConfig configFromRow = transformFromRow.getManagedConfig(); |
| |
| assertNotNull(transformFromRow.getManagedConfig()); |
| assertEquals(originalConfig.getTransformIdentifier(), configFromRow.getTransformIdentifier()); |
| assertEquals(originalConfig.getConfigUrl(), configFromRow.getConfigUrl()); |
| assertNull(configFromRow.getConfig()); |
| } |
| |
| @Test |
| public void testReCreateTransformFromRowWithConfig() { |
| String yamlString = "extraString: abc\n" + "extraInteger: 123"; |
| |
| ManagedConfig originalConfig = |
| ManagedConfig.builder() |
| .setTransformIdentifier(TestSchemaTransformProvider.IDENTIFIER) |
| .setConfig(yamlString) |
| .build(); |
| |
| ManagedSchemaTransform originalTransform = |
| (ManagedSchemaTransform) PROVIDER.from(originalConfig); |
| |
| ManagedSchemaTransformTranslator translator = new ManagedSchemaTransformTranslator(); |
| Row configRow = translator.toConfigRow(originalTransform); |
| |
| ManagedSchemaTransform transformFromRow = |
| translator.fromConfigRow(configRow, PipelineOptionsFactory.create()); |
| ManagedConfig configFromRow = transformFromRow.getManagedConfig(); |
| |
| assertNotNull(transformFromRow.getManagedConfig()); |
| assertEquals(originalConfig.getTransformIdentifier(), configFromRow.getTransformIdentifier()); |
| assertEquals(configFromRow.getConfig(), yamlString); |
| assertNull(originalConfig.getConfigUrl()); |
| } |
| |
| @Test |
| public void testProtoTranslation() throws Exception { |
| // First build a pipeline |
| Pipeline p = Pipeline.create(); |
| Schema inputSchema = Schema.builder().addStringField("str").build(); |
| PCollection<Row> input = |
| p.apply( |
| Create.of( |
| Arrays.asList( |
| Row.withSchema(inputSchema).addValue("a").build(), |
| Row.withSchema(inputSchema).addValue("b").build(), |
| Row.withSchema(inputSchema).addValue("c").build()))) |
| .setRowSchema(inputSchema); |
| Map<String, Object> underlyingConfig = |
| ImmutableMap.<String, Object>builder() |
| .put("extraString", "abc") |
| .put("extraInteger", 123) |
| .build(); |
| String yamlStringConfig = YamlUtils.yamlStringFromMap(underlyingConfig); |
| Managed.ManagedTransform transform = |
| Managed.read(Managed.ICEBERG) // give a supported source to get around the check |
| .withSupportedIdentifiers(Arrays.asList(TestSchemaTransformProvider.IDENTIFIER)) |
| .toBuilder() |
| .setIdentifier(TestSchemaTransformProvider.IDENTIFIER) |
| .build() |
| .withConfig(underlyingConfig); |
| PCollectionRowTuple.of("input", input).apply(transform).get("output"); |
| |
| // Then translate the pipeline to a proto and extract the ManagedSchemaTransform's proto |
| RunnerApi.Pipeline pipelineProto = PipelineTranslation.toProto(p); |
| List<RunnerApi.PTransform> managedTransformProto = |
| pipelineProto.getComponents().getTransformsMap().values().stream() |
| .filter( |
| tr -> { |
| RunnerApi.FunctionSpec spec = tr.getSpec(); |
| try { |
| return spec.getUrn().equals(BeamUrns.getUrn(SCHEMA_TRANSFORM)) |
| && SchemaTransformPayload.parseFrom(spec.getPayload()) |
| .getIdentifier() |
| .equals(PROVIDER.identifier()); |
| } catch (InvalidProtocolBufferException e) { |
| throw new RuntimeException(e); |
| } |
| }) |
| .collect(Collectors.toList()); |
| assertEquals(1, managedTransformProto.size()); |
| RunnerApi.FunctionSpec spec = managedTransformProto.get(0).getSpec(); |
| |
| // Check that the proto contains correct values |
| SchemaTransformPayload payload = SchemaTransformPayload.parseFrom(spec.getPayload()); |
| assertEquals(PROVIDER.identifier(), payload.getIdentifier()); |
| Schema schemaFromSpec = SchemaTranslation.schemaFromProto(payload.getConfigurationSchema()); |
| assertEquals(PROVIDER.configurationSchema(), schemaFromSpec); |
| Row rowFromSpec = RowCoder.of(schemaFromSpec).decode(payload.getConfigurationRow().newInput()); |
| // Translation logic outputs a Row with snake_case naming convention |
| Row expectedRow = |
| Row.withSchema(PROVIDER.configurationSchema()) |
| .withFieldValue("transform_identifier", TestSchemaTransformProvider.IDENTIFIER) |
| .withFieldValue("config_url", null) |
| .withFieldValue("config", yamlStringConfig) |
| .build(); |
| assertEquals(expectedRow, rowFromSpec); |
| |
| // Use the information in the proto to recreate the ManagedSchemaTransform |
| ManagedSchemaTransformTranslator translator = new ManagedSchemaTransformTranslator(); |
| ManagedSchemaTransform transformFromSpec = |
| translator.fromConfigRow(rowFromSpec, PipelineOptionsFactory.create()); |
| |
| assertEquals( |
| TestSchemaTransformProvider.IDENTIFIER, |
| transformFromSpec.getManagedConfig().getTransformIdentifier()); |
| assertEquals(yamlStringConfig, transformFromSpec.getManagedConfig().getConfig()); |
| assertNull(transformFromSpec.getManagedConfig().getConfigUrl()); |
| } |
| } |