ezhou413 commented on code in PR #23483:
URL: https://github.com/apache/kafka/pull/23483#discussion_r4319432913


##########
clients/src/main/java/org/apache/kafka/clients/producer/internals/ChunkedProducerBatch.java:
##########
@@ -74,17 +75,39 @@ int extensionBytesNeeded(long timestamp, byte[] key, byte[] 
value, Header[] head
      * {@code ChunkedRecordAccumulator.tryAppend}, which evaluates {@link 
#extensionBytesNeeded}
      * itself and attaches chunks before retrying, so repeating the check for 
those would size the
      * record a second time on every append for no added safety.
+     * <p>
+     * The check applies only to uncompressed batches, where the pre-size and 
the demand are the same
+     * upper bound. For a compressed batch the demand scales with the topic's 
compression ratio
+     * estimate, which can exceed 1.0 for incompressible data and can change 
between pre-sizing and
+     * batch creation, so the pre-size is only a heuristic; any overshoot is 
absorbed by the stream
+     * growing mid-write (see {@link ChunkedByteBufferOutputStream}).
+     * <p>
+     * If that growth had to fall back to the heap because the pool was 
exhausted, the record is still
+     * appended but the batch is then closed for record appends, so it is sent 
early rather than taking
+     * further records that would keep growing on the heap past buffer.memory.
      *
      * @return the record's future, or null if the batch is at its batch-size 
limit
-     * @throws IllegalStateException if the stream was not pre-sized to hold 
the batch's first record
+     * @throws IllegalStateException if the uncompressed stream was not 
pre-sized to hold the batch's first record
      */
     @Override
     public FutureRecordMetadata tryAppend(long timestamp, byte[] key, byte[] 
value, Header[] headers, Callback callback, long now) {
-        if (recordCount == 0 && extensionBytesNeeded(timestamp, key, value, 
headers) != 0)
+        if (recordCount == 0 && recordsBuilder.compression().type() == 
CompressionType.NONE

Review Comment:
   Updated



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