zhangjun0x01 commented on code in PR #584:
URL: https://github.com/apache/incubator-paimon/pull/584#discussion_r1145071909


##########
paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/source/DataTableSource.java:
##########
@@ -163,15 +167,44 @@ public ScanRuntimeProvider 
getScanRuntimeProvider(ScanContext scanContext) {
                         .withProjection(projectFields)
                         .withPredicate(predicate)
                         .withLimit(limit)
-                        .withParallelism(
-                                Options.fromMap(table.schema().options())
-                                        
.get(FlinkConnectorOptions.SCAN_PARALLELISM))
+                        .withParallelism(inferParallelism())
                         .withWatermarkStrategy(watermarkStrategy);
 
         return new PaimonDataStreamScanProvider(
                 !streaming, env -> sourceBuilder.withEnv(env).build());
     }
 
+    private Integer inferParallelism() {
+        Options options = Options.fromMap(this.table.schema().options());
+        Integer parallelism = 
options.get(FlinkConnectorOptions.SCAN_PARALLELISM);
+
+        if (options.get(FlinkConnectorOptions.INFER_SCAN_PARALLELISM)) {
+            // for streaming mode, set the default parallelism to the bucket 
number.
+            if (streaming) {
+                parallelism = options.get(CoreOptions.BUCKET);
+            } else {
+                int splitSize = 1;

Review Comment:
   for empty ,the split will be empty, my initial idea was init the `splitSize 
` to 1 to guarantee inferred parallelism should be at least 1



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