Dandandan opened a new pull request, #2312:
URL: https://github.com/apache/datafusion-ballista/pull/2312

   ## Which issue does this PR close?
   
   N/A
   
   ## Rationale for this change
   
   `BlockDataStream` copied every incoming transport block into a freshly 
allocated buffer, even when nothing was pending:
   
   ```rust
   self.state_buffer = Self::combine_buffers(&self.state_buffer, 
&Buffer::from(blob))
   ```
   
   Two facts make that copy avoidable in the steady state:
   
   - `Buffer::from(bytes::Bytes)` adopts the transport allocation rather than 
copying it.
   - `StreamDecoder::decode` loops `while !buffer.is_empty()`, and every 
non-error early return is `Ok(Some(batch))`. So whenever it returns `Ok(None)` 
— the only condition under which `poll_next` pulls another block — 
`state_buffer` has been fully drained.
   
   So on the hot path the incoming block can simply be adopted. Concatenation 
is only needed for a partial message straddling a block boundary, which is what 
the schema-accumulation loop in `try_new` relies on 
(`try_schema_from_ipc_buffer` peeks without consuming, so a partial header 
stays pending there).
   
   ## What changes are included in this PR?
   
   `combine_buffers` is replaced by `append_block`, which adopts the incoming 
block when nothing is pending and otherwise falls back to the existing 
concatenating path. Both call sites — the schema loop in `try_new` and 
`extend_bytes` — move to it.
   
   This is on by default for all remote shuffle reads; there is no new 
configuration.
   
   ## Are these changes tested?
   
   Yes. The existing `BlockDataStream` tests cover both paths and still pass — 
`should_process_chunked` (2-byte blocks) drives the concatenating path in the 
schema loop, and `should_process_single_message` covers whole-block adoption.
   
   Added `should_process_multi_block_payload`, which round-trips a payload 
spanning several whole blocks at 8/64/512-byte block sizes, covering the mixed 
regime this change targets.
   
   `cargo test --package ballista-core --lib client::` — 6 passed, 0 failed. 
`cargo clippy --all-targets --package ballista-core --all-features -- -D 
warnings` and `cargo fmt --all -- --check` are clean.
   
   ### Benchmark
   
   65 MiB payload at the server's 8 MiB block size: 69.7 ms → 22.7 ms 
(**−67%**). At 1 MiB blocks: 41.8 ms → 34.9 ms (−17%).
   
   ## Are there any user-facing changes?
   
   No API changes — `combine_buffers` and `append_block` are both private. 
Remote shuffle reads get faster.
   
   🤖 Generated with [Claude Code](https://claude.com/claude-code)


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