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[BEAM-14020] Adding SchemaTransform, SchemaTransformProvider, TypedSc…
…hemaTransformProvider, and PCollectionRowTuple (apache#16958) * Adding SchemaTransform, SchemaTransformProvider, TypedSchemaTransformProvider and PCollectionRowTuple. Doc: https://s.apache.org/beam-schema-transform * Update sdks/java/core/src/main/java/org/apache/beam/sdk/schemas/transforms/TypedSchemaTransformProvider.java * Fixing the test. Co-authored-by: Brian Hulette <hulettbh@gmail.com>
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sdks/java/core/src/main/java/org/apache/beam/sdk/schemas/transforms/SchemaTransform.java
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/* | ||
* 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.schemas.transforms; | ||
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import org.apache.beam.sdk.annotations.Experimental; | ||
import org.apache.beam.sdk.annotations.Experimental.Kind; | ||
import org.apache.beam.sdk.annotations.Internal; | ||
import org.apache.beam.sdk.transforms.PTransform; | ||
import org.apache.beam.sdk.values.PCollectionRowTuple; | ||
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/** | ||
* An abstraction to create schema capable and aware transforms. The interface is intended to be | ||
* used in conjunction with the interface {@link SchemaTransformProvider}. | ||
* | ||
* <p>The interfaces can be implemented to make transforms available in other SDKs in addition to | ||
* Beam SQL. | ||
* | ||
* <p><b>Internal only:</b> This interface is actively being worked on and it will likely change as | ||
* we provide implementations for more standard Beam transforms. We provide no backwards | ||
* compatibility guarantees and it should not be implemented outside of the Beam repository. | ||
*/ | ||
@Internal | ||
@Experimental(Kind.SCHEMAS) | ||
public interface SchemaTransform { | ||
PTransform<PCollectionRowTuple, PCollectionRowTuple> buildTransform(); | ||
} |
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...va/core/src/main/java/org/apache/beam/sdk/schemas/transforms/SchemaTransformProvider.java
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/* | ||
* 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.schemas.transforms; | ||
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import java.util.List; | ||
import java.util.Optional; | ||
import org.apache.beam.sdk.annotations.Experimental; | ||
import org.apache.beam.sdk.annotations.Experimental.Kind; | ||
import org.apache.beam.sdk.annotations.Internal; | ||
import org.apache.beam.sdk.options.PipelineOptions; | ||
import org.apache.beam.sdk.schemas.Schema; | ||
import org.apache.beam.sdk.values.Row; | ||
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/** | ||
* Provider to create {@link SchemaTransform} instances for use in Beam SQL and other SDKs. | ||
* | ||
* <p><b>Internal only:</b> This interface is actively being worked on and it will likely change as | ||
* we provide implementations for more standard Beam transforms. We provide no backwards | ||
* compatibility guarantees and it should not be implemented outside of the Beam repository. | ||
*/ | ||
@Internal | ||
@Experimental(Kind.SCHEMAS) | ||
public interface SchemaTransformProvider { | ||
/** Returns an id that uniquely represents this transform. */ | ||
String identifier(); | ||
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/** | ||
* Returns the expected schema of the configuration object. Note this is distinct from the schema | ||
* of the transform itself. | ||
*/ | ||
Schema configurationSchema(); | ||
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/** | ||
* Produce a SchemaTransform some transform-specific configuration object. Can throw a {@link | ||
* InvalidConfigurationException} or a {@link InvalidSchemaException}. | ||
*/ | ||
SchemaTransform from(Row configuration); | ||
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/** Returns the input collection names of this transform. */ | ||
List<String> inputCollectionNames(); | ||
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/** Returns the output collection names of this transform. */ | ||
List<String> outputCollectionNames(); | ||
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/** | ||
* List the dependencies needed for this transform. Jars from classpath are used by default when | ||
* Optional.empty() is returned. | ||
*/ | ||
default Optional<List<String>> dependencies(Row configuration, PipelineOptions options) { | ||
return Optional.empty(); | ||
} | ||
} |
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...re/src/main/java/org/apache/beam/sdk/schemas/transforms/TypedSchemaTransformProvider.java
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/* | ||
* 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.schemas.transforms; | ||
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import java.util.List; | ||
import java.util.Optional; | ||
import org.apache.beam.sdk.annotations.Experimental; | ||
import org.apache.beam.sdk.annotations.Experimental.Kind; | ||
import org.apache.beam.sdk.annotations.Internal; | ||
import org.apache.beam.sdk.options.PipelineOptions; | ||
import org.apache.beam.sdk.schemas.NoSuchSchemaException; | ||
import org.apache.beam.sdk.schemas.Schema; | ||
import org.apache.beam.sdk.schemas.SchemaRegistry; | ||
import org.apache.beam.sdk.values.Row; | ||
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/** | ||
* Like {@link SchemaTransformProvider} except uses a configuration object instead of Schema and | ||
* Row. | ||
* | ||
* <p>ConfigT should be available in the SchemaRegistry. | ||
* | ||
* <p><b>Internal only:</b> This interface is actively being worked on and it will likely change as | ||
* we provide implementations for more standard Beam transforms. We provide no backwards | ||
* compatibility guarantees and it should not be implemented outside of the Beam repository. | ||
*/ | ||
@Internal | ||
@Experimental(Kind.SCHEMAS) | ||
public abstract class TypedSchemaTransformProvider<ConfigT> implements SchemaTransformProvider { | ||
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abstract Class<ConfigT> configurationClass(); | ||
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/** | ||
* Produce a SchemaTransform from ConfigT. Can throw a {@link InvalidConfigurationException} or a | ||
* {@link InvalidSchemaException}. | ||
*/ | ||
abstract SchemaTransform from(ConfigT configuration); | ||
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/** | ||
* List the dependencies needed for this transform. Jars from classpath are used by default when | ||
* Optional.empty() is returned. | ||
*/ | ||
Optional<List<String>> dependencies(ConfigT configuration, PipelineOptions options) { | ||
return Optional.empty(); | ||
} | ||
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@Override | ||
public final Schema configurationSchema() { | ||
try { | ||
return SchemaRegistry.createDefault().getSchema(configurationClass()); | ||
} catch (NoSuchSchemaException e) { | ||
throw new RuntimeException( | ||
"Unable to find schema for " | ||
+ identifier() | ||
+ " SchemaTransformProvider's configuration."); | ||
} | ||
} | ||
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@Override | ||
public final SchemaTransform from(Row configuration) { | ||
return from(configFromRow(configuration)); | ||
} | ||
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@Override | ||
public final Optional<List<String>> dependencies(Row configuration, PipelineOptions options) { | ||
return dependencies(configFromRow(configuration), options); | ||
} | ||
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private ConfigT configFromRow(Row configuration) { | ||
try { | ||
return SchemaRegistry.createDefault() | ||
.getFromRowFunction(configurationClass()) | ||
.apply(configuration); | ||
} catch (NoSuchSchemaException e) { | ||
throw new RuntimeException( | ||
"Unable to find schema for " + identifier() + "SchemaTransformProvider's config"); | ||
} | ||
} | ||
} |
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