Dandandan opened a new pull request, #21326:
URL: https://github.com/apache/datafusion/pull/21326

   ## Which issue does this PR close?
   
   N/A - performance improvement
   
   ## Rationale for this change
   
   `CoalescePartitionsExec::execute()` eagerly spawns tasks for all input 
partitions immediately, even before any batch is polled from the output stream. 
This wastes resources when streams are created but never consumed (e.g., query 
cancelled before first poll), and creates an unnecessary burst of concurrent 
tasks when many `CoalescePartitionsExec` nodes exist in a plan.
   
   ## What changes are included in this PR?
   
   Introduces a `CoalescePartitionsStream` that defers spawning input partition 
tasks until the first `poll_next()` call, rather than in `execute()`. The 
single-partition fast path is unchanged.
   
   ## How are these changes tested?
   
   All existing tests pass (8/8), covering:
   - Multi-partition merge
   - Single/multi partition with fetch limits
   - Drop cancellation
   - Panic propagation
   
   🤖 Generated with [Claude Code](https://claude.com/claude-code)


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