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Tasks, Futures & Concurrency

Streaming Results with as_completed

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as_completed Iterator

Process Results as They Arrive

asyncio.as_completed() returns an iterator that yields futures in completion order:

python

Why as_completed?

  • Streaming: Process results immediately without waiting for all
  • Progress: Show results to users as they arrive
  • Early exit: Stop processing once you have what you need