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Posted to issues@flink.apache.org by GitBox <gi...@apache.org> on 2020/08/08 03:37:03 UTC
[GitHub] [flink] lonelyGhostisdog opened a new pull request #13090: [FLINK-18822] [umbrella] Improve and complete Change Data Capture formats
lonelyGhostisdog opened a new pull request #13090:
URL: https://github.com/apache/flink/pull/13090
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## What is the purpose of the change
*support maxwell-json for Maxwell binlog collector*
## Brief change log
- *add DeserializationSchema for deserialize byte[]*
- *add SerializationSchema for serialize data to byte[]*
- *add formatfactory for DeserializationSchema&SerializationSchema*
## Verifying this change
This change added tests and can be verified as follows:
- *Added java tests for deserialize byte[] from table source & serialize data to byte[] into table sink*
## Does this pull request potentially affect one of the following parts:
- Dependencies (does it add or upgrade a dependency): ( no)
- The public API, i.e., is any changed class annotated with `@Public(Evolving)`: ( no)
- The serializers: ( no )
- The runtime per-record code paths (performance sensitive): ( no )
- Anything that affects deployment or recovery: JobManager (and its components), Checkpointing, Kubernetes/Yarn/Mesos, ZooKeeper: ( no )
- The S3 file system connector: ( no)
## Documentation
- Does this pull request introduce a new feature? (yes )
- If yes, how is the feature documented? ( docs / JavaDocs )
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[GitHub] [flink] flinkbot edited a comment on pull request #13090: [FLINK-18822] [umbrella] Improve and complete Change Data Capture formats
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #13090:
URL: https://github.com/apache/flink/pull/13090#issuecomment-670818966
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* 3faa1b539faff3a59454cf9710ea69f4dd395e05 Azure: [SUCCESS](https://dev.azure.com/apache-flink/98463496-1af2-4620-8eab-a2ecc1a2e6fe/_build/results?buildId=5308) Azure: [FAILURE](https://dev.azure.com/apache-flink/98463496-1af2-4620-8eab-a2ecc1a2e6fe/_build/results?buildId=5305)
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[GitHub] [flink] wuchong merged pull request #13090: [FLINK-18844][json][maxwell] Support maxwell-json format to read Maxwell changelogs
Posted by GitBox <gi...@apache.org>.
wuchong merged pull request #13090:
URL: https://github.com/apache/flink/pull/13090
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[GitHub] [flink] lonelyGhostisdog commented on pull request #13090: [FLINK-18844][json][maxwell] Support maxwell-json format to read Maxwell changelogs
Posted by GitBox <gi...@apache.org>.
lonelyGhostisdog commented on pull request #13090:
URL: https://github.com/apache/flink/pull/13090#issuecomment-671680630
> Besides, it would be great if you can add the corresponding documentation in this PR.
> But create a following up JIRA issue is also fine to me.
i will finish these bugs soon.
Documentation will be add next PR .
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[GitHub] [flink] wuchong commented on pull request #13090: [FLINK-18844][json][maxwell] Support maxwell-json format to read Maxwell changelogs
Posted by GitBox <gi...@apache.org>.
wuchong commented on pull request #13090:
URL: https://github.com/apache/flink/pull/13090#issuecomment-672543906
Build is passed.
Merging...
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[GitHub] [flink] lonelyGhostisdog commented on pull request #13090: [FLINK-18844][json][maxwell] Support maxwell-json format to read Maxwell changelogs
Posted by GitBox <gi...@apache.org>.
lonelyGhostisdog commented on pull request #13090:
URL: https://github.com/apache/flink/pull/13090#issuecomment-671750025
@flinkbot run azure
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[GitHub] [flink] flinkbot edited a comment on pull request #13090: [FLINK-18844][json][maxwell] Support maxwell-json format to read Maxwell changelogs
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #13090:
URL: https://github.com/apache/flink/pull/13090#issuecomment-670818966
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[GitHub] [flink] flinkbot edited a comment on pull request #13090: [FLINK-18822] [umbrella] Improve and complete Change Data Capture formats
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #13090:
URL: https://github.com/apache/flink/pull/13090#issuecomment-670818966
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[GitHub] [flink] flinkbot edited a comment on pull request #13090: [FLINK-18822] [umbrella] Improve and complete Change Data Capture formats
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #13090:
URL: https://github.com/apache/flink/pull/13090#issuecomment-670818966
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[GitHub] [flink] lonelyGhostisdog removed a comment on pull request #13090: [FLINK-18844][json][maxwell] Support maxwell-json format to read Maxwell changelogs
Posted by GitBox <gi...@apache.org>.
lonelyGhostisdog removed a comment on pull request #13090:
URL: https://github.com/apache/flink/pull/13090#issuecomment-671752843
> ## CI report:
> * [d2a7bde](https://github.com/apache/flink/commit/d2a7bde48d5c4e4106e9f889e0a3729c5a71c716) Azure: [FAILURE](https://dev.azure.com/apache-flink/98463496-1af2-4620-8eab-a2ecc1a2e6fe/_build/results?buildId=5379)
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[GitHub] [flink] flinkbot edited a comment on pull request #13090: [FLINK-18844][json][maxwell] Support maxwell-json format to read Maxwell changelogs
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #13090:
URL: https://github.com/apache/flink/pull/13090#issuecomment-670818966
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* c527896a27f2b12500b6b730ce07ab97ccbafff0 UNKNOWN
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[GitHub] [flink] lonelyGhostisdog commented on pull request #13090: [FLINK-18822] [umbrella] Improve and complete Change Data Capture formats
Posted by GitBox <gi...@apache.org>.
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[GitHub] [flink] lonelyGhostisdog commented on pull request #13090: [FLINK-18844][json][maxwell] Support maxwell-json format to read Maxwell changelogs
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/flink/pull/13090#issuecomment-671752843
> ## CI report:
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[GitHub] [flink] flinkbot edited a comment on pull request #13090: [FLINK-18844][json][maxwell] Support maxwell-json format to read Maxwell changelogs
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/flink/pull/13090#issuecomment-670818966
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[GitHub] [flink] wuchong commented on pull request #13090: [FLINK-18844][json][maxwell] Support maxwell-json format to read Maxwell changelogs
Posted by GitBox <gi...@apache.org>.
wuchong commented on pull request #13090:
URL: https://github.com/apache/flink/pull/13090#issuecomment-671249958
Besides, it would be great if you can add the corresponding documentation in this PR.
But create a following up JIRA issue is also fine to me.
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[GitHub] [flink] flinkbot edited a comment on pull request #13090: [FLINK-18822] [umbrella] Improve and complete Change Data Capture formats
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #13090:
URL: https://github.com/apache/flink/pull/13090#issuecomment-670818966
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[GitHub] [flink] flinkbot edited a comment on pull request #13090: [FLINK-18822] [umbrella] Improve and complete Change Data Capture formats
Posted by GitBox <gi...@apache.org>.
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[GitHub] [flink] flinkbot commented on pull request #13090: [FLINK-18822] [umbrella] Improve and complete Change Data Capture formats
Posted by GitBox <gi...@apache.org>.
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[GitHub] [flink] lonelyGhostisdog closed pull request #13090: [FLINK-18844][json][maxwell] Support maxwell-json format to read Maxwell changelogs
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[GitHub] [flink] flinkbot edited a comment on pull request #13090: [FLINK-18844][json][maxwell] Support maxwell-json format to read Maxwell changelogs
Posted by GitBox <gi...@apache.org>.
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[GitHub] [flink] lonelyGhostisdog commented on pull request #13090: [FLINK-18822] [umbrella] Improve and complete Change Data Capture formats
Posted by GitBox <gi...@apache.org>.
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[GitHub] [flink] lonelyGhostisdog removed a comment on pull request #13090: [FLINK-18844][json][maxwell] Support maxwell-json format to read Maxwell changelogs
Posted by GitBox <gi...@apache.org>.
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[GitHub] [flink] flinkbot edited a comment on pull request #13090: [FLINK-18844][json][maxwell] Support maxwell-json format to read Maxwell changelogs
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/flink/pull/13090#issuecomment-670818966
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[GitHub] [flink] flinkbot edited a comment on pull request #13090: [FLINK-18822] [umbrella] Improve and complete Change Data Capture formats
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/flink/pull/13090#issuecomment-670818966
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[GitHub] [flink] flinkbot edited a comment on pull request #13090: [FLINK-18822] [umbrella] Improve and complete Change Data Capture formats
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #13090:
URL: https://github.com/apache/flink/pull/13090#issuecomment-670818966
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[GitHub] [flink] wuchong commented on a change in pull request #13090: [FLINK-18844][json][maxwell] Support maxwell-json format to read Maxwell changelogs
Posted by GitBox <gi...@apache.org>.
wuchong commented on a change in pull request #13090:
URL: https://github.com/apache/flink/pull/13090#discussion_r467776390
##########
File path: flink-formats/flink-json/src/main/java/org/apache/flink/formats/json/maxwell/MaxwellJsonDeserializationSchema.java
##########
@@ -0,0 +1,181 @@
+/*
+ * 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.flink.formats.json.maxwell;
+
+import org.apache.flink.api.common.serialization.DeserializationSchema;
+import org.apache.flink.api.common.typeinfo.TypeInformation;
+import org.apache.flink.formats.json.JsonRowDataDeserializationSchema;
+import org.apache.flink.formats.json.TimestampFormat;
+import org.apache.flink.table.api.DataTypes;
+import org.apache.flink.table.data.GenericRowData;
+import org.apache.flink.table.data.RowData;
+import org.apache.flink.table.types.DataType;
+import org.apache.flink.table.types.logical.RowType;
+import org.apache.flink.types.RowKind;
+import org.apache.flink.util.Collector;
+
+import java.io.IOException;
+import java.util.Objects;
+
+import static java.lang.String.format;
+import static org.apache.flink.table.types.utils.TypeConversions.fromLogicalToDataType;
+
+/**
+ * Deserialization schema from Maxwell JSON to Flink Table/SQL internal data structure {@link RowData}.
+ * The deserialization schema knows Maxwell's schema definition and can extract the database data
+ * and convert into {@link RowData} with {@link RowKind}.
+ *
+ * <p>Deserializes a <code>byte[]</code> message as a JSON object and reads
+ * the specified fields.
+ *
+ * <p>Failures during deserialization are forwarded as wrapped IOExceptions.
+ *
+ * @see <a href="http://maxwells-daemon.io/">Maxwell</a>
+ */
+public class MaxwellJsonDeserializationSchema implements DeserializationSchema<RowData> {
+ private static final long serialVersionUID = 1L;
+
+ private static final String OP_INSERT = "insert";
+ private static final String OP_UPDATE = "update";
+ private static final String OP_DELETE = "delete";
+
+ /** The deserializer to deserialize Maxwell JSON data. */
+ private final JsonRowDataDeserializationSchema jsonDeserializer;
+
+ /** TypeInformation of the produced {@link RowData}. **/
+ private final TypeInformation<RowData> resultTypeInfo;
+
+ /** Flag indicating whether to ignore invalid fields/rows (default: throw an exception). */
+ private final boolean ignoreParseErrors;
+
+ /** Number of fields. */
+ private final int fieldCount;
+
+ public MaxwellJsonDeserializationSchema(RowType rowType,
+ TypeInformation<RowData> resultTypeInfo,
+ boolean ignoreParseErrors,
+ TimestampFormat timestampFormatOption) {
Review comment:
```suggestion
public MaxwellJsonDeserializationSchema(
RowType rowType,
TypeInformation<RowData> resultTypeInfo,
boolean ignoreParseErrors,
TimestampFormat timestampFormatOption) {
```
Indent.
##########
File path: flink-formats/flink-json/src/main/java/org/apache/flink/formats/json/maxwell/MaxwellJsonDeserializationSchema.java
##########
@@ -0,0 +1,181 @@
+/*
+ * 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.flink.formats.json.maxwell;
+
+import org.apache.flink.api.common.serialization.DeserializationSchema;
+import org.apache.flink.api.common.typeinfo.TypeInformation;
+import org.apache.flink.formats.json.JsonRowDataDeserializationSchema;
+import org.apache.flink.formats.json.TimestampFormat;
+import org.apache.flink.table.api.DataTypes;
+import org.apache.flink.table.data.GenericRowData;
+import org.apache.flink.table.data.RowData;
+import org.apache.flink.table.types.DataType;
+import org.apache.flink.table.types.logical.RowType;
+import org.apache.flink.types.RowKind;
+import org.apache.flink.util.Collector;
+
+import java.io.IOException;
+import java.util.Objects;
+
+import static java.lang.String.format;
+import static org.apache.flink.table.types.utils.TypeConversions.fromLogicalToDataType;
+
+/**
+ * Deserialization schema from Maxwell JSON to Flink Table/SQL internal data structure {@link RowData}.
+ * The deserialization schema knows Maxwell's schema definition and can extract the database data
+ * and convert into {@link RowData} with {@link RowKind}.
+ *
+ * <p>Deserializes a <code>byte[]</code> message as a JSON object and reads
+ * the specified fields.
+ *
+ * <p>Failures during deserialization are forwarded as wrapped IOExceptions.
+ *
+ * @see <a href="http://maxwells-daemon.io/">Maxwell</a>
+ */
+public class MaxwellJsonDeserializationSchema implements DeserializationSchema<RowData> {
+ private static final long serialVersionUID = 1L;
+
+ private static final String OP_INSERT = "insert";
+ private static final String OP_UPDATE = "update";
+ private static final String OP_DELETE = "delete";
+
+ /** The deserializer to deserialize Maxwell JSON data. */
+ private final JsonRowDataDeserializationSchema jsonDeserializer;
+
+ /** TypeInformation of the produced {@link RowData}. **/
+ private final TypeInformation<RowData> resultTypeInfo;
+
+ /** Flag indicating whether to ignore invalid fields/rows (default: throw an exception). */
+ private final boolean ignoreParseErrors;
+
+ /** Number of fields. */
+ private final int fieldCount;
+
+ public MaxwellJsonDeserializationSchema(RowType rowType,
+ TypeInformation<RowData> resultTypeInfo,
+ boolean ignoreParseErrors,
+ TimestampFormat timestampFormatOption) {
+ this.resultTypeInfo = resultTypeInfo;
+ this.ignoreParseErrors = ignoreParseErrors;
+ this.fieldCount = rowType.getFieldCount();
+ this.jsonDeserializer = new JsonRowDataDeserializationSchema(
+ createJsonRowType(fromLogicalToDataType(rowType)),
+ // the result type is never used, so it's fine to pass in Canal's result type
+ resultTypeInfo,
+ false, // ignoreParseErrors already contains the functionality of failOnMissingField
+ ignoreParseErrors,
+ timestampFormatOption);
+ }
+
+ @Override
+ public RowData deserialize(byte[] message) throws IOException {
+ throw new RuntimeException(
+ "Please invoke DeserializationSchema#deserialize(byte[], Collector<RowData>) instead.");
+ }
+
+ @Override
+ public void deserialize(byte[] message, Collector<RowData> out) throws IOException {
+ try {
+ RowData row = jsonDeserializer.deserialize(message);
+ String type = row.getString(2).toString(); // "type" field
+ if (OP_INSERT.equals(type)) {
+ // difference with canal-json is that the "data" section in canal-json contains Array <Row <>>,
+ // and maxwell-json is Row <>
+ // So just take out Row<> in row and collect it
Review comment:
We don't need to compare with canal-json in the comment. From my point of view, canal-json is a special case in encoding. You can just mention the "data" is the new image of insertion.
##########
File path: flink-formats/flink-json/src/main/java/org/apache/flink/formats/json/maxwell/MaxwellJsonSerializationSchema.java
##########
@@ -0,0 +1,113 @@
+/*
+ * 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.flink.formats.json.maxwell;
+
+import org.apache.flink.api.common.serialization.SerializationSchema;
+import org.apache.flink.formats.json.JsonRowDataSerializationSchema;
+import org.apache.flink.formats.json.TimestampFormat;
+import org.apache.flink.table.api.DataTypes;
+import org.apache.flink.table.data.GenericRowData;
+import org.apache.flink.table.data.RowData;
+import org.apache.flink.table.data.StringData;
+import org.apache.flink.table.types.DataType;
+import org.apache.flink.table.types.logical.RowType;
+import org.apache.flink.types.RowKind;
+
+import java.util.Objects;
+
+import static org.apache.flink.table.types.utils.TypeConversions.fromLogicalToDataType;
+
+/**
+ * Serialization schema from Flink Table/SQL internal data structure {@link RowData} to maxwell-Json.
+ */
+public class MaxwellJsonSerializationSchema implements SerializationSchema<RowData> {
+ private static final long serialVersionUID = 1L;
+
+ private static final StringData OP_INSERT = StringData.fromString("insert");
+ private static final StringData OP_DELETE = StringData.fromString("delete");
+
+ private final JsonRowDataSerializationSchema jsonSerializer;
+
+ /**
+ * Timestamp format specification which is used to parse timestamp.
+ */
+ private final TimestampFormat timestampFormat;
+
+ private transient GenericRowData reuse;
+
+ public MaxwellJsonSerializationSchema(RowType rowType, TimestampFormat timestampFormat) {
+ this.jsonSerializer = new JsonRowDataSerializationSchema(
+ createJsonRowType(fromLogicalToDataType(rowType)),
+ timestampFormat);
+ this.timestampFormat = timestampFormat;
+ }
+
+ @Override
+ public void open(InitializationContext context) throws Exception {
+ this.reuse = new GenericRowData(3);
+ }
+
+ @Override
+ public byte[] serialize(RowData element) {
+ reuse.setField(0, element);
+ reuse.setField(1, null);
+ reuse.setField(2, rowKind2String(element.getRowKind()));
+ return jsonSerializer.serialize(reuse);
+ }
+
+ private StringData rowKind2String(RowKind rowKind) {
+ switch (rowKind) {
+ case INSERT:
+ case UPDATE_AFTER:
+ return OP_INSERT;
+ case UPDATE_BEFORE:
+ case DELETE:
+ return OP_DELETE;
+ default:
+ throw new UnsupportedOperationException("Unsupported operation '" + rowKind + "' for row kind.");
+ }
+ }
+
+ @Override
+ public boolean equals(Object o) {
+ if (this == o) {
+ return true;
+ }
+ if (o == null || getClass() != o.getClass()) {
+ return false;
+ }
+ MaxwellJsonSerializationSchema that = (MaxwellJsonSerializationSchema) o;
+ return Objects.equals(jsonSerializer, that.jsonSerializer) &&
+ timestampFormat == that.timestampFormat;
+ }
+
+ @Override
+ public int hashCode() {
+ return Objects.hash(jsonSerializer, timestampFormat);
+ }
+
+ private RowType createJsonRowType(DataType databaseSchema) {
+ DataType payload = DataTypes.ROW(
+ DataTypes.FIELD("data", databaseSchema),
+ DataTypes.FIELD("old", databaseSchema),
Review comment:
From the `maxwell-data.txt`, it seems that insert and delete doesn't produce `old` field. Shall we remove this?
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[GitHub] [flink] flinkbot edited a comment on pull request #13090: [FLINK-18822] [umbrella] Improve and complete Change Data Capture formats
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #13090:
URL: https://github.com/apache/flink/pull/13090#issuecomment-670818966
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[GitHub] [flink] flinkbot edited a comment on pull request #13090: [FLINK-18822] [umbrella] Improve and complete Change Data Capture formats
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #13090:
URL: https://github.com/apache/flink/pull/13090#issuecomment-670818966
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[GitHub] [flink] lonelyGhostisdog commented on pull request #13090: [FLINK-18844][json][maxwell] Support maxwell-json format to read Maxwell changelogs
Posted by GitBox <gi...@apache.org>.
lonelyGhostisdog commented on pull request #13090:
URL: https://github.com/apache/flink/pull/13090#issuecomment-671757623
> ## CI report:
> * [d2a7bde](https://github.com/apache/flink/commit/d2a7bde48d5c4e4106e9f889e0a3729c5a71c716) Azure: [FAILURE](https://dev.azure.com/apache-flink/98463496-1af2-4620-8eab-a2ecc1a2e6fe/_build/results?buildId=5379)
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[GitHub] [flink] flinkbot edited a comment on pull request #13090: [FLINK-18844][json][maxwell] Support maxwell-json format to read Maxwell changelogs
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #13090:
URL: https://github.com/apache/flink/pull/13090#issuecomment-670818966
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* d2a7bde48d5c4e4106e9f889e0a3729c5a71c716 UNKNOWN
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[GitHub] [flink] flinkbot edited a comment on pull request #13090: [FLINK-18822] [umbrella] Improve and complete Change Data Capture formats
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #13090:
URL: https://github.com/apache/flink/pull/13090#issuecomment-670818966
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[GitHub] [flink] flinkbot commented on pull request #13090: [FLINK-18822] [umbrella] Improve and complete Change Data Capture formats
Posted by GitBox <gi...@apache.org>.
flinkbot commented on pull request #13090:
URL: https://github.com/apache/flink/pull/13090#issuecomment-670818966
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