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[FLINK-36611][pipeline-connector][kafka] Add schema info to output of Kafka sink #3791
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b712e2f
Add schema fields to DataChangeEvent.
MOBIN-F 3bd3e47
get schema json through jsonConverter.asJsonSchema
MOBIN-F b874ab4
support pipeline-connector-mysql and pipeline-connector-kafka output …
MOBIN-F c18bf0d
support pipeline-connector-values output schema info
MOBIN-F 36724f3
add e2eTest
MOBIN-F c72d25c
fix code style
MOBIN-F 61ba472
Merge remote-tracking branch 'origin/master' into release-support-deb…
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148 changes: 148 additions & 0 deletions
148
...ache/flink/cdc/connectors/kafka/json/debezium/DebeziumJsonRowDataSerializationSchema.java
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,148 @@ | ||
| /* | ||
| * 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. | ||
| */ | ||
|
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| package org.apache.flink.cdc.connectors.kafka.json.debezium; | ||
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| import org.apache.flink.api.common.serialization.SerializationSchema; | ||
| import org.apache.flink.formats.common.TimestampFormat; | ||
| import org.apache.flink.formats.json.JsonFormatOptions; | ||
| import org.apache.flink.formats.json.JsonParserRowDataDeserializationSchema; | ||
| import org.apache.flink.formats.json.JsonRowDataDeserializationSchema; | ||
| import org.apache.flink.formats.json.RowDataToJsonConverters; | ||
| import org.apache.flink.table.data.RowData; | ||
| import org.apache.flink.table.types.logical.RowType; | ||
| import org.apache.flink.util.jackson.JacksonMapperFactory; | ||
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| import org.apache.flink.shaded.jackson2.com.fasterxml.jackson.core.JsonGenerator; | ||
| import org.apache.flink.shaded.jackson2.com.fasterxml.jackson.databind.JsonNode; | ||
| import org.apache.flink.shaded.jackson2.com.fasterxml.jackson.databind.ObjectMapper; | ||
| import org.apache.flink.shaded.jackson2.com.fasterxml.jackson.databind.node.ObjectNode; | ||
|
|
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| import java.util.Objects; | ||
|
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| /** | ||
| * Serialization schema that serializes an object of Flink internal data structure into a JSON | ||
| * bytes. | ||
| * | ||
| * <p>Serializes the input Flink object into a JSON string and converts it into <code>byte[]</code>. | ||
| * | ||
| * <p>Result <code>byte[]</code> messages can be deserialized using {@link | ||
| * JsonRowDataDeserializationSchema} or {@link JsonParserRowDataDeserializationSchema}. | ||
| */ | ||
| public class DebeziumJsonRowDataSerializationSchema implements SerializationSchema<RowData> { | ||
| private static final long serialVersionUID = 1L; | ||
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| /** RowType to generate the runtime converter. */ | ||
| private final RowType rowType; | ||
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| /** The converter that converts internal data formats to JsonNode. */ | ||
| private final RowDataToJsonConverters.RowDataToJsonConverter runtimeConverter; | ||
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| /** Object mapper that is used to create output JSON objects. */ | ||
| private transient ObjectMapper mapper; | ||
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| /** Reusable object node. */ | ||
| private transient ObjectNode node; | ||
|
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| /** Timestamp format specification which is used to parse timestamp. */ | ||
| private final TimestampFormat timestampFormat; | ||
|
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| /** The handling mode when serializing null keys for map data. */ | ||
| private final JsonFormatOptions.MapNullKeyMode mapNullKeyMode; | ||
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| /** The string literal when handling mode for map null key LITERAL. */ | ||
| private final String mapNullKeyLiteral; | ||
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| /** Flag indicating whether to serialize all decimals as plain numbers. */ | ||
| private final boolean encodeDecimalAsPlainNumber; | ||
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| private final boolean includeSchemaInfo; | ||
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| public DebeziumJsonRowDataSerializationSchema( | ||
| RowType rowType, | ||
| TimestampFormat timestampFormat, | ||
| JsonFormatOptions.MapNullKeyMode mapNullKeyMode, | ||
| String mapNullKeyLiteral, | ||
| boolean encodeDecimalAsPlainNumber, | ||
| boolean includeSchemaInfo) { | ||
| this.rowType = rowType; | ||
| this.timestampFormat = timestampFormat; | ||
| this.mapNullKeyMode = mapNullKeyMode; | ||
| this.mapNullKeyLiteral = mapNullKeyLiteral; | ||
| this.encodeDecimalAsPlainNumber = encodeDecimalAsPlainNumber; | ||
| this.runtimeConverter = | ||
| new RowDataToJsonConverters(timestampFormat, mapNullKeyMode, mapNullKeyLiteral) | ||
| .createConverter(rowType); | ||
| this.includeSchemaInfo = includeSchemaInfo; | ||
| } | ||
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| @Override | ||
| public void open(InitializationContext context) throws Exception { | ||
| mapper = | ||
| JacksonMapperFactory.createObjectMapper() | ||
| .configure( | ||
| JsonGenerator.Feature.WRITE_BIGDECIMAL_AS_PLAIN, | ||
| encodeDecimalAsPlainNumber); | ||
| } | ||
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| @Override | ||
| public byte[] serialize(RowData row) { | ||
| if (node == null) { | ||
| node = mapper.createObjectNode(); | ||
| } | ||
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| try { | ||
| runtimeConverter.convert(mapper, node, row); | ||
| if (includeSchemaInfo) { | ||
| // schema is a nested json string, asText() can return a pure string without other | ||
| // escape characters such as "\" | ||
| String schemaValue = node.get("schema").asText(); | ||
| JsonNode schemaNode = mapper.readTree(schemaValue); | ||
| node.set("schema", schemaNode); | ||
| } | ||
| return mapper.writeValueAsBytes(node); | ||
| } catch (Throwable t) { | ||
| throw new RuntimeException(String.format("Could not serialize row '%s'.", row), t); | ||
| } | ||
| } | ||
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| @Override | ||
| public boolean equals(Object o) { | ||
| if (this == o) { | ||
| return true; | ||
| } | ||
| if (o == null || getClass() != o.getClass()) { | ||
| return false; | ||
| } | ||
| DebeziumJsonRowDataSerializationSchema that = (DebeziumJsonRowDataSerializationSchema) o; | ||
| return rowType.equals(that.rowType) | ||
| && timestampFormat.equals(that.timestampFormat) | ||
| && mapNullKeyMode.equals(that.mapNullKeyMode) | ||
| && mapNullKeyLiteral.equals(that.mapNullKeyLiteral) | ||
| && encodeDecimalAsPlainNumber == that.encodeDecimalAsPlainNumber; | ||
| } | ||
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| @Override | ||
| public int hashCode() { | ||
| return Objects.hash( | ||
| rowType, | ||
| timestampFormat, | ||
| mapNullKeyMode, | ||
| mapNullKeyLiteral, | ||
| encodeDecimalAsPlainNumber); | ||
| } | ||
| } | ||
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Because the schema is passed to the downstream as a string, and there is a nested json in the schema, if the json string is put into jsonNode, there will be ["]. The JsonNode.asText() method can solve this problem well.