Dandandan opened a new pull request, #21328:
URL: https://github.com/apache/datafusion/pull/21328

   ## Which issue does this PR close?
   
   N/A - performance improvement
   
   ## Rationale for this change
   
   `SortPreservingMergeExec::execute()` eagerly executes all input partitions 
and spawns buffered tasks 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.
   
   ## What changes are included in this PR?
   
   Introduces a `LazySortPreservingMergeStream` that defers executing input 
partitions, spawning buffered tasks, and building the streaming merge until the 
first `poll_next()` call. The single-partition and zero-partition paths are 
unchanged.
   
   ## How are these changes tested?
   
   All existing tests pass (17/17), covering:
   - Multi-partition merge with various overlap patterns
   - Drop cancellation
   - Fetch limits
   - Congestion handling
   - Stable sort / round-robin tie breaking
   - Metrics
   
   🤖 Generated with [Claude Code](https://claude.com/claude-code)


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