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[BEAM-14035 ] Implement BigQuerySchema Read/Write TransformProvider (a…
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100 changes: 100 additions & 0 deletions
100
...in/java/org/apache/beam/sdk/io/gcp/bigquery/BigQuerySchemaTransformReadConfiguration.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.io.gcp.bigquery; | ||
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import com.google.auto.value.AutoValue; | ||
import javax.annotation.Nullable; | ||
import org.apache.beam.sdk.schemas.AutoValueSchema; | ||
import org.apache.beam.sdk.schemas.annotations.DefaultSchema; | ||
import org.apache.beam.sdk.transforms.SerializableFunction; | ||
import org.apache.beam.sdk.values.Row; | ||
import org.apache.beam.sdk.values.TypeDescriptor; | ||
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/** | ||
* Configuration for reading from BigQuery. | ||
* | ||
* <p>This class is meant to be used with {@link BigQuerySchemaTransformReadProvider}. | ||
* | ||
* <p><b>Internal only:</b> This class is actively being worked on, and it will likely change. We | ||
* provide no backwards compatibility guarantees, and it should not be implemented outside the Beam | ||
* repository. | ||
*/ | ||
@SuppressWarnings({ | ||
"nullness" // TODO(https://issues.apache.org/jira/browse/BEAM-10402) | ||
}) | ||
@DefaultSchema(AutoValueSchema.class) | ||
@AutoValue | ||
public abstract class BigQuerySchemaTransformReadConfiguration { | ||
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/** Instantiates a {@link BigQuerySchemaTransformReadConfiguration.Builder}. */ | ||
public static Builder builder() { | ||
return new AutoValue_BigQuerySchemaTransformReadConfiguration.Builder(); | ||
} | ||
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private static final AutoValueSchema AUTO_VALUE_SCHEMA = new AutoValueSchema(); | ||
private static final TypeDescriptor<BigQuerySchemaTransformReadConfiguration> TYPE_DESCRIPTOR = | ||
TypeDescriptor.of(BigQuerySchemaTransformReadConfiguration.class); | ||
private static final SerializableFunction<BigQuerySchemaTransformReadConfiguration, Row> | ||
ROW_SERIALIZABLE_FUNCTION = AUTO_VALUE_SCHEMA.toRowFunction(TYPE_DESCRIPTOR); | ||
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/** Serializes configuration to a {@link Row}. */ | ||
Row toBeamRow() { | ||
return ROW_SERIALIZABLE_FUNCTION.apply(this); | ||
} | ||
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/** Configures the BigQuery read job with the SQL query. */ | ||
@Nullable | ||
public abstract String getQuery(); | ||
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/** | ||
* Specifies a table for a BigQuery read job. See {@link BigQueryIO.TypedRead#from(String)} for | ||
* more details on the expected format. | ||
*/ | ||
@Nullable | ||
public abstract String getTableSpec(); | ||
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/** BigQuery geographic location where the query job will be executed. */ | ||
@Nullable | ||
public abstract String getQueryLocation(); | ||
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/** Enables BigQuery's Standard SQL dialect when reading from a query. */ | ||
@Nullable | ||
public abstract Boolean getUseStandardSql(); | ||
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@AutoValue.Builder | ||
public abstract static class Builder { | ||
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/** Configures the BigQuery read job with the SQL query. */ | ||
public abstract Builder setQuery(String value); | ||
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/** | ||
* Specifies a table for a BigQuery read job. See {@link BigQueryIO.TypedRead#from(String)} for | ||
* more details on the expected format. | ||
*/ | ||
public abstract Builder setTableSpec(String value); | ||
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/** BigQuery geographic location where the query job will be executed. */ | ||
public abstract Builder setQueryLocation(String value); | ||
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/** Enables BigQuery's Standard SQL dialect when reading from a query. */ | ||
public abstract Builder setUseStandardSql(Boolean value); | ||
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/** Builds the {@link BigQuerySchemaTransformReadConfiguration} configuration. */ | ||
public abstract BigQuerySchemaTransformReadConfiguration build(); | ||
} | ||
} |
177 changes: 177 additions & 0 deletions
177
...rc/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQuerySchemaTransformReadProvider.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.io.gcp.bigquery; | ||
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import com.google.api.services.bigquery.model.TableRow; | ||
import com.google.common.annotations.VisibleForTesting; | ||
import java.util.Collections; | ||
import java.util.List; | ||
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.schemas.Schema; | ||
import org.apache.beam.sdk.schemas.transforms.SchemaTransform; | ||
import org.apache.beam.sdk.schemas.transforms.TypedSchemaTransformProvider; | ||
import org.apache.beam.sdk.transforms.MapElements; | ||
import org.apache.beam.sdk.transforms.PTransform; | ||
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.sdk.values.TypeDescriptor; | ||
import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Strings; | ||
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/** | ||
* An implementation of {@link TypedSchemaTransformProvider} for BigQuery read jobs configured using | ||
* {@link BigQuerySchemaTransformReadConfiguration}. | ||
* | ||
* <p><b>Internal only:</b> This class is actively being worked on, and it will likely change. We | ||
* provide no backwards compatibility guarantees, and it should not be implemented outside the Beam | ||
* repository. | ||
*/ | ||
@SuppressWarnings({ | ||
"nullness" // TODO(https://issues.apache.org/jira/browse/BEAM-10402) | ||
}) | ||
@Internal | ||
@Experimental(Kind.SCHEMAS) | ||
public class BigQuerySchemaTransformReadProvider | ||
extends TypedSchemaTransformProvider<BigQuerySchemaTransformReadConfiguration> { | ||
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private static final String API = "bigquery"; | ||
private static final String OUTPUT_TAG = "OUTPUT"; | ||
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/** Returns the expected class of the configuration. */ | ||
@Override | ||
protected Class<BigQuerySchemaTransformReadConfiguration> configurationClass() { | ||
return BigQuerySchemaTransformReadConfiguration.class; | ||
} | ||
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/** Returns the expected {@link SchemaTransform} of the configuration. */ | ||
@Override | ||
protected SchemaTransform from(BigQuerySchemaTransformReadConfiguration configuration) { | ||
return new BigQueryReadSchemaTransform(configuration); | ||
} | ||
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/** Implementation of the {@link TypedSchemaTransformProvider} identifier method. */ | ||
@Override | ||
public String identifier() { | ||
return String.format("%s:read", API); | ||
} | ||
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/** | ||
* Implementation of the {@link TypedSchemaTransformProvider} inputCollectionNames method. Since | ||
* no input is expected, this returns an empty list. | ||
*/ | ||
@Override | ||
public List<String> inputCollectionNames() { | ||
return Collections.emptyList(); | ||
} | ||
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/** | ||
* Implementation of the {@link TypedSchemaTransformProvider} outputCollectionNames method. Since | ||
* a single output is expected, this returns a list with a single name. | ||
*/ | ||
@Override | ||
public List<String> outputCollectionNames() { | ||
return Collections.singletonList(OUTPUT_TAG); | ||
} | ||
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/** | ||
* An implementation of {@link SchemaTransform} for BigQuery read jobs configured using {@link | ||
* BigQuerySchemaTransformReadConfiguration}. | ||
*/ | ||
private static class BigQueryReadSchemaTransform implements SchemaTransform { | ||
private final BigQuerySchemaTransformReadConfiguration configuration; | ||
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BigQueryReadSchemaTransform(BigQuerySchemaTransformReadConfiguration configuration) { | ||
this.configuration = configuration; | ||
} | ||
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/** Implements {@link SchemaTransform} buildTransform method. */ | ||
@Override | ||
public PTransform<PCollectionRowTuple, PCollectionRowTuple> buildTransform() { | ||
return new PCollectionRowTupleTransform(configuration); | ||
} | ||
} | ||
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/** | ||
* An implementation of {@link PTransform} for BigQuery read jobs configured using {@link | ||
* BigQuerySchemaTransformReadConfiguration}. | ||
*/ | ||
static class PCollectionRowTupleTransform | ||
extends PTransform<PCollectionRowTuple, PCollectionRowTuple> { | ||
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private final BigQuerySchemaTransformReadConfiguration configuration; | ||
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/** An instance of {@link BigQueryServices} used for testing. */ | ||
private BigQueryServices testBigQueryServices = null; | ||
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PCollectionRowTupleTransform(BigQuerySchemaTransformReadConfiguration configuration) { | ||
this.configuration = configuration; | ||
} | ||
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@VisibleForTesting | ||
void setTestBigQueryServices(BigQueryServices testBigQueryServices) { | ||
this.testBigQueryServices = testBigQueryServices; | ||
} | ||
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@Override | ||
public PCollectionRowTuple expand(PCollectionRowTuple input) { | ||
if (!input.getAll().isEmpty()) { | ||
throw new IllegalArgumentException( | ||
String.format( | ||
"%s %s input is expected to be empty", | ||
input.getClass().getSimpleName(), getClass().getSimpleName())); | ||
} | ||
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BigQueryIO.TypedRead<TableRow> read = toTypedRead(); | ||
if (testBigQueryServices != null) { | ||
read = read.withTestServices(testBigQueryServices).withoutValidation(); | ||
} | ||
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PCollection<TableRow> tableRowPCollection = input.getPipeline().apply(read); | ||
Schema schema = tableRowPCollection.getSchema(); | ||
PCollection<Row> rowPCollection = | ||
tableRowPCollection.apply( | ||
MapElements.into(TypeDescriptor.of(Row.class)) | ||
.via((tableRow) -> BigQueryUtils.toBeamRow(schema, tableRow))); | ||
return PCollectionRowTuple.of(OUTPUT_TAG, rowPCollection.setRowSchema(schema)); | ||
} | ||
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BigQueryIO.TypedRead<TableRow> toTypedRead() { | ||
BigQueryIO.TypedRead<TableRow> read = BigQueryIO.readTableRowsWithSchema(); | ||
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if (!Strings.isNullOrEmpty(configuration.getQuery())) { | ||
read = read.fromQuery(configuration.getQuery()); | ||
} | ||
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if (!Strings.isNullOrEmpty(configuration.getTableSpec())) { | ||
read = read.from(configuration.getTableSpec()); | ||
} | ||
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if (configuration.getUseStandardSql() != null && configuration.getUseStandardSql()) { | ||
read = read.usingStandardSql(); | ||
} | ||
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if (!Strings.isNullOrEmpty(configuration.getQueryLocation())) { | ||
read = read.withQueryLocation(configuration.getQueryLocation()); | ||
} | ||
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return read; | ||
} | ||
} | ||
} |
86 changes: 86 additions & 0 deletions
86
...n/java/org/apache/beam/sdk/io/gcp/bigquery/BigQuerySchemaTransformWriteConfiguration.java
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@@ -0,0 +1,86 @@ | ||
/* | ||
* 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.io.gcp.bigquery; | ||
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import com.google.auto.value.AutoValue; | ||
import org.apache.beam.sdk.schemas.AutoValueSchema; | ||
import org.apache.beam.sdk.schemas.annotations.DefaultSchema; | ||
import org.apache.beam.sdk.transforms.SerializableFunction; | ||
import org.apache.beam.sdk.values.Row; | ||
import org.apache.beam.sdk.values.TypeDescriptor; | ||
|
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/** | ||
* Configuration for writing to BigQuery. | ||
* | ||
* <p>This class is meant to be used with {@link BigQuerySchemaTransformWriteProvider}. | ||
* | ||
* <p><b>Internal only:</b> This class is actively being worked on, and it will likely change. We | ||
* provide no backwards compatibility guarantees, and it should not be implemented outside the Beam | ||
* repository. | ||
*/ | ||
@DefaultSchema(AutoValueSchema.class) | ||
@AutoValue | ||
public abstract class BigQuerySchemaTransformWriteConfiguration { | ||
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/** Instantiates a {@link BigQuerySchemaTransformWriteConfiguration.Builder}. */ | ||
public static Builder builder() { | ||
return new AutoValue_BigQuerySchemaTransformWriteConfiguration.Builder(); | ||
} | ||
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private static final AutoValueSchema AUTO_VALUE_SCHEMA = new AutoValueSchema(); | ||
private static final TypeDescriptor<BigQuerySchemaTransformWriteConfiguration> TYPE_DESCRIPTOR = | ||
TypeDescriptor.of(BigQuerySchemaTransformWriteConfiguration.class); | ||
private static final SerializableFunction<BigQuerySchemaTransformWriteConfiguration, Row> | ||
ROW_SERIALIZABLE_FUNCTION = AUTO_VALUE_SCHEMA.toRowFunction(TYPE_DESCRIPTOR); | ||
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/** | ||
* Writes to the given table specification. See {@link BigQueryIO.Write#to(String)}} for the | ||
* expected format. | ||
*/ | ||
public abstract String getTableSpec(); | ||
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/** Specifies whether the table should be created if it does not exist. */ | ||
public abstract String getCreateDisposition(); | ||
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/** Specifies what to do with existing data in the table, in case the table already exists. */ | ||
public abstract String getWriteDisposition(); | ||
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/** Serializes configuration to a {@link Row}. */ | ||
Row toBeamRow() { | ||
return ROW_SERIALIZABLE_FUNCTION.apply(this); | ||
} | ||
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@AutoValue.Builder | ||
public abstract static class Builder { | ||
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/** | ||
* Writes to the given table specification. See {@link BigQueryIO.Write#to(String)}} for the | ||
* expected format. | ||
*/ | ||
public abstract Builder setTableSpec(String value); | ||
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/** Specifies whether the table should be created if it does not exist. */ | ||
public abstract Builder setCreateDisposition(String value); | ||
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/** Specifies what to do with existing data in the table, in case the table already exists. */ | ||
public abstract Builder setWriteDisposition(String value); | ||
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/** Builds the {@link BigQuerySchemaTransformWriteConfiguration} configuration. */ | ||
public abstract BigQuerySchemaTransformWriteConfiguration build(); | ||
} | ||
} |
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