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…order has changed. (#26810) Co-authored-by: reuvenlax <[email protected]>
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122 changes: 122 additions & 0 deletions
122
...ud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/TableSchemaUpdateUtils.java
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,122 @@ | ||
| /* | ||
| * 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; | ||
|
|
||
| import com.google.auto.value.AutoValue; | ||
| import com.google.cloud.bigquery.storage.v1.TableFieldSchema; | ||
| import com.google.cloud.bigquery.storage.v1.TableSchema; | ||
| import java.util.List; | ||
| import java.util.Map; | ||
| import java.util.Optional; | ||
| import java.util.Set; | ||
| import java.util.stream.Collectors; | ||
| import javax.annotation.Nullable; | ||
| import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.Lists; | ||
| import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.Sets; | ||
|
|
||
| /** Helper utilities for handling schema-update responses. */ | ||
| public class TableSchemaUpdateUtils { | ||
| /* | ||
| Given an original schema and an updated schema, return a schema that should be used to process future records. | ||
| This function returns: | ||
| - If the new schema is not compatible (e.g. missing fields), then it will return Optional.empty(). | ||
| - If the new schema is equivalent (i.e. equal modulo field ordering) to the old schema, then it will return | ||
| Optional.empty(). | ||
| - The returned schema will always contain the old schema as a prefix. This ensures that if any of the old | ||
| fields are reordered in the new schema, we maintain the old order. | ||
| */ | ||
| public static Optional<TableSchema> getUpdatedSchema( | ||
| TableSchema oldSchema, TableSchema newSchema) { | ||
| Result updatedFields = getUpdatedSchema(oldSchema.getFieldsList(), newSchema.getFieldsList()); | ||
| if (updatedFields.isEquivalent()) { | ||
| return Optional.empty(); | ||
| } else { | ||
| return updatedFields | ||
| .getFields() | ||
| .map( | ||
| tableFieldSchemas -> | ||
| TableSchema.newBuilder().addAllFields(tableFieldSchemas).build()); | ||
| } | ||
| } | ||
|
|
||
| @AutoValue | ||
| abstract static class Result { | ||
| abstract Optional<List<TableFieldSchema>> getFields(); | ||
|
|
||
| abstract boolean isEquivalent(); | ||
|
|
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| static Result of(List<TableFieldSchema> fields, boolean isEquivalent) { | ||
| return new AutoValue_TableSchemaUpdateUtils_Result(Optional.of(fields), isEquivalent); | ||
| } | ||
|
|
||
| static Result empty() { | ||
| return new AutoValue_TableSchemaUpdateUtils_Result(Optional.empty(), false); | ||
| } | ||
| } | ||
|
|
||
| private static Result getUpdatedSchema( | ||
| @Nullable List<TableFieldSchema> oldSchema, @Nullable List<TableFieldSchema> newSchema) { | ||
| if (newSchema == null) { | ||
| return Result.empty(); | ||
| } | ||
| if (oldSchema == null) { | ||
| return Result.of(newSchema, false); | ||
| } | ||
|
|
||
| Map<String, TableFieldSchema> newSchemaMap = | ||
| newSchema.stream().collect(Collectors.toMap(TableFieldSchema::getName, x -> x)); | ||
| Set<String> fieldNamesPopulated = Sets.newHashSet(); | ||
| List<TableFieldSchema> updatedSchema = Lists.newArrayList(); | ||
| boolean isEquivalent = oldSchema.size() == newSchema.size(); | ||
| for (TableFieldSchema tableFieldSchema : oldSchema) { | ||
| @Nullable TableFieldSchema newTableFieldSchema = newSchemaMap.get(tableFieldSchema.getName()); | ||
| if (newTableFieldSchema == null) { | ||
| // We don't support deleting fields! | ||
| return Result.empty(); | ||
| } | ||
| TableFieldSchema.Builder updatedTableFieldSchema = newTableFieldSchema.toBuilder(); | ||
| updatedTableFieldSchema.clearFields(); | ||
| if (tableFieldSchema.getType().equals(TableFieldSchema.Type.STRUCT)) { | ||
| Result updatedTableFields = | ||
| getUpdatedSchema(tableFieldSchema.getFieldsList(), newTableFieldSchema.getFieldsList()); | ||
| if (!updatedTableFields.getFields().isPresent()) { | ||
| return updatedTableFields; | ||
| } | ||
| updatedTableFieldSchema.addAllFields(updatedTableFields.getFields().get()); | ||
| isEquivalent = isEquivalent && updatedTableFields.isEquivalent(); | ||
| isEquivalent = | ||
| isEquivalent | ||
| && tableFieldSchema | ||
| .toBuilder() | ||
| .clearFields() | ||
| .build() | ||
| .equals(newTableFieldSchema.toBuilder().clearFields().build()); | ||
| } else { | ||
| isEquivalent = isEquivalent && tableFieldSchema.equals(newTableFieldSchema); | ||
| } | ||
| updatedSchema.add(updatedTableFieldSchema.build()); | ||
| fieldNamesPopulated.add(updatedTableFieldSchema.getName()); | ||
| } | ||
|
|
||
| // Add in new fields at the end of the schema. | ||
| newSchema.stream() | ||
| .filter(f -> !fieldNamesPopulated.contains(f.getName())) | ||
| .forEach(updatedSchema::add); | ||
| return Result.of(updatedSchema, isEquivalent); | ||
| } | ||
| } |
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