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Posted to commits@hudi.apache.org by "SteNicholas (via GitHub)" <gi...@apache.org> on 2023/05/31 07:35:04 UTC

[GitHub] [hudi] SteNicholas opened a new pull request, #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

SteNicholas opened a new pull request, #8851:
URL: https://github.com/apache/hudi/pull/8851

   ### Change Logs
   
   Comprehensive schema evolution should support column change with a default value, which could add column with a default value etc.
   
   ### Impact
   
   Comprehensive schema evolution supports column change with a default value.
   
   ### Risk level (write none, low medium or high below)
   
   none.
   
   ### Documentation Update
   
   none.
   
   ### Contributor's checklist
   
   - [x] Read through [contributor's guide](https://hudi.apache.org/contribute/how-to-contribute)
   - [x] Change Logs and Impact were stated clearly
   - [x] Adequate tests were added if applicable
   - [x] CI passed


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[GitHub] [hudi] SteNicholas commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "SteNicholas (via GitHub)" <gi...@apache.org>.
SteNicholas commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1571658635

   @xiarixiaoyao, could you help to review this pull request?


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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1571908993

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1569859409

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1571247655

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1569958307

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1569970209

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1571111898

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1569752572

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1571067264

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[GitHub] [hudi] SteNicholas commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "SteNicholas (via GitHub)" <gi...@apache.org>.
SteNicholas commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1571254679

   @xiarixiaoyao, @yihua, could you help to review this pull request?


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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1570053618

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1570160572

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1569847762

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1571201237

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1571074411

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[GitHub] [hudi] xiarixiaoyao commented on a diff in pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "xiarixiaoyao (via GitHub)" <gi...@apache.org>.
xiarixiaoyao commented on code in PR #8851:
URL: https://github.com/apache/hudi/pull/8851#discussion_r1211598407


##########
hudi-spark-datasource/hudi-spark3.0.x/src/main/java/org/apache/spark/sql/execution/datasources/parquet/Spark30HoodieVectorizedParquetRecordReader.java:
##########
@@ -184,4 +209,62 @@ public boolean nextKeyValue() throws IOException {
     ++batchIdx;
     return true;
   }
+
+  private void initializeInternal() throws IOException, UnsupportedOperationException {
+    // Check that the requested schema is supported.
+    missingColumns = new HashMap<>();
+    List<ColumnDescriptor> columns = requestedSchema.getColumns();
+    List<String[]> paths = requestedSchema.getPaths();
+    for (int i = 0; i < requestedSchema.getFieldCount(); ++i) {
+      String[] colPath = paths.get(i);
+      if (!fileSchema.containsPath(colPath)) {
+        if (columns.get(i).getMaxDefinitionLevel() == 0) {
+          // Column is missing in data but the required data is non-nullable. This file is invalid.
+          throw new IOException("Required column is missing in data file. Col: " + Arrays.toString(colPath));
+        }
+        missingColumns.put(i, requestedSchema.getFields().get(i).getName());
+      }
+    }
+    missed = schema != null && missingColumns.keySet().stream()
+        .allMatch(columnIndex -> Objects.nonNull(schema.findField(missingColumns.get(columnIndex)).getDefaultValue()));
+  }
+
+  private void setColumnDefaultValue(int columnIndex) {

Review Comment:
   ditto



##########
hudi-spark-datasource/hudi-spark3.0.x/src/main/java/org/apache/spark/sql/execution/datasources/parquet/Spark30HoodieVectorizedParquetRecordReader.java:
##########
@@ -184,4 +209,62 @@ public boolean nextKeyValue() throws IOException {
     ++batchIdx;
     return true;
   }
+
+  private void initializeInternal() throws IOException, UnsupportedOperationException {

Review Comment:
   Pls extract this method to reuse it for different version parquetRecordReader



##########
hudi-common/src/main/java/org/apache/hudi/internal/schema/utils/SerDeHelper.java:
##########
@@ -144,6 +148,11 @@ private static void toJson(Types.RecordType record, Integer maxColumnId, Long ve
       if (field.doc() != null) {
         generator.writeStringField(DOC, field.doc());
       }
+      // NOTE: The value of null field is JsonProperties.NULL_VALUE.
+      if (field.getDefaultValue() != null && field.getDefaultValue() != JsonProperties.NULL_VALUE) {
+        generator.writeFieldName(DEFAULT_VALUE);
+        generator.writeObject(field.getDefaultValue());

Review Comment:
   Do I need to verify the correctness of the defaultValue type before serialization, rather than just serializing it directly
     private static void writeDefaultValue(Types.Field field, JsonGenerator generator) throws IOException {
       if (field.getDefaultValue() == null || field.getDefaultValue() == JsonProperties.NULL_VALUE) {
         return;
       }
       switch (field.type().typeId()) {
         case RECORD:
         case ARRAY:
         case MAP:
           JsonNode defaultNode = JacksonUtils.toJsonNode(field.getDefaultValue());
           generator.writeObjectField(DEFAULT_VALUE, defaultNode);
           break;
         case STRING:
           generator.writeStringField(DEFAULT_VALUE, field.getDefaultValue().toString());
           break;
         case INT:
           generator.writeNumberField(DEFAULT_VALUE, Integer.valueOf(field.getDefaultValue().toString()));
           break;
         case LONG:
           generator.writeNumberField(DEFAULT_VALUE, Long.valueOf(field.getDefaultValue().toString()));
           break;
         case FLOAT:
           generator.writeNumberField(DEFAULT_VALUE, Double.valueOf(field.getDefaultValue().toString()));
           break;
         case DOUBLE:
           generator.writeNumberField(DEFAULT_VALUE, Double.valueOf(field.getDefaultValue().toString()));
           break;
         case BOOLEAN:
           generator.writeBooleanField(DEFAULT_VALUE, Boolean.valueOf(field.getDefaultValue().toString()));
           break;
         case DECIMAL:
           generator.writeBinaryField(DEFAULT_VALUE, (byte[])field.getDefaultValue());
           break;
         case FIXED:
           generator.writeBinaryField(DEFAULT_VALUE, (byte[])field.getDefaultValue());
           break;
         case BINARY:
           generator.writeBinaryField(DEFAULT_VALUE, (byte[])field.getDefaultValue());
           break;
         case DATE:
           generator.writeNumberField(DEFAULT_VALUE, Integer.valueOf(field.getDefaultValue().toString()));
           break;
         case TIME:
           generator.writeNumberField(DEFAULT_VALUE, Long.valueOf(field.getDefaultValue().toString()));
           break;
         case TIMESTAMP:
           generator.writeNumberField(DEFAULT_VALUE, Long.valueOf(field.getDefaultValue().toString()));
           break;
         case UUID:
           generator.writeStringField(DEFAULT_VALUE, field.getDefaultValue().toString());
           break;
         default:
           throw new RuntimeException("not implemented");
       }
     }



##########
hudi-common/src/main/java/org/apache/hudi/internal/schema/utils/SerDeHelper.java:
##########
@@ -263,6 +273,31 @@ private static Type parseTypeFromJson(JsonNode jsonNode) {
     throw new IllegalArgumentException(String.format("cannot parse type from jsonNode: %s", jsonNode));
   }
 
+  private static Object parseDefaultValueFromJson(JsonNode jsonNode, Type type) {
+    if (!jsonNode.has(DEFAULT_VALUE)) {
+      return null;
+    }
+    String defaultValue = jsonNode.get(DEFAULT_VALUE).asText();
+    switch (type.typeId()) {
+      case BOOLEAN:
+        return Boolean.parseBoolean(defaultValue);
+      case INT:
+        return Integer.parseInt(defaultValue);
+      case LONG:
+        return Long.parseLong(defaultValue);
+      case FLOAT:
+        return Float.parseFloat(defaultValue);
+      case DOUBLE:
+        return Double.parseDouble(defaultValue);
+      case BINARY:
+        return Base64.getDecoder().decode(defaultValue);
+      case DECIMAL:
+        return new BigDecimal(defaultValue);
+      default:
+        return defaultValue;

Review Comment:
   where is other type?
     private static Object parseDefaultValue(Type type, JsonNode field) {
       if (!field.has(DEFAULT_VALUE)) {
         return null;
       }
       Object defaultValue = null;
       switch (type.typeId()) {
         case RECORD:
         case ARRAY:
         case MAP:
           JsonNode defaultNode = field.get(DEFAULT_VALUE);
           defaultValue = JacksonUtils.toObject(defaultNode);
           break;
         case STRING:
           defaultValue = field.get(DEFAULT_VALUE).asText();
           break;
         case INT:
           defaultValue = field.get(DEFAULT_VALUE).asInt();
           break;
         case LONG:
           defaultValue = field.get(DEFAULT_VALUE).asLong();
           break;
         case FLOAT:
           defaultValue = field.get(DEFAULT_VALUE).asDouble();
           break;
         case DOUBLE:
           defaultValue = field.get(DEFAULT_VALUE).asDouble();
           break;
         case BOOLEAN:
           defaultValue = field.get(DEFAULT_VALUE).asBoolean();
           break;
         case DECIMAL:
           defaultValue = toBytes(field.get(DEFAULT_VALUE));
           break;
         case FIXED:
           defaultValue = toBytes(field.get(DEFAULT_VALUE));
           break;
         case BINARY:
           defaultValue = toBytes(field.get(DEFAULT_VALUE));
           break;
         case DATE:
           defaultValue = field.get(DEFAULT_VALUE).asInt();
           break;
         case TIME:
           defaultValue = field.get(DEFAULT_VALUE).asLong();
           break;
         case TIMESTAMP:
           defaultValue = field.get(DEFAULT_VALUE).asLong();
           break;
         case UUID:
           defaultValue = field.get(DEFAULT_VALUE).asText();
           break;
         default:
           throw new RuntimeException("not implemented");
       }
       return defaultValue;
     }



##########
hudi-common/src/main/java/org/apache/hudi/internal/schema/action/InternalSchemaChangeApplier.java:
##########
@@ -47,12 +47,13 @@ public InternalSchema applyAddChange(
       String colName,
       Type colType,
       String doc,
+      Object defaultValue,

Review Comment:
   add to java doc



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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1570184288

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1570171993

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1571390186

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1570511564

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1571254989

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1571921986

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[GitHub] [hudi] SteNicholas closed pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "SteNicholas (via GitHub)" <gi...@apache.org>.
SteNicholas closed pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value
URL: https://github.com/apache/hudi/pull/8851


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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1571736923

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1571101877

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[GitHub] [hudi] danny0405 commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "danny0405 (via GitHub)" <gi...@apache.org>.
danny0405 commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1571366756

   cc @xiarixiaoyao Do you have chance to take a look at this?


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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1569766976

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1569670676

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1570752399

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1571106196

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[GitHub] [hudi] SteNicholas closed pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "SteNicholas (via GitHub)" <gi...@apache.org>.
SteNicholas closed pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value
URL: https://github.com/apache/hudi/pull/8851


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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1569681206

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1571724297

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1569779696

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1570499141

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[GitHub] [hudi] hudi-bot commented on pull request #8851: [HUDI-6281] Comprehensive schema evolution supports column change with a default value

Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #8851:
URL: https://github.com/apache/hudi/pull/8851#issuecomment-1572673644

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