distributed 2021.10.0

BackRef
batches(self)

This returns an iterator of lists of futures or lists of (future, result) tuples rather than individual futures or individual (future, result) tuples. It will yield these as soon as possible without waiting.

Yield all finished futures at once rather than one-by-one

Examples

This example is valid syntax, but we were not able to check execution
>>> for batch in as_completed(futures).batches():  # doctest: +SKIP
...  results = client.gather(batch)
...  print(results) [4, 2] [1, 3, 7] [5] [6]
See :

Back References

The following pages refer to to this document either explicitly or contain code examples using this.

distributed.client.as_completed.batches

Local connectivity graph

Hover to see nodes names; edges to Self not shown, Caped at 50 nodes.

Using a canvas is more power efficient and can get hundred of nodes ; but does not allow hyperlinks; , arrows or text (beyond on hover)

SVG is more flexible but power hungry; and does not scale well to 50 + nodes.

All aboves nodes referred to, (or are referred from) current nodes; Edges from Self to other have been omitted (or all nodes would be connected to the central node "self" which is not useful). Nodes are colored by the library they belong to, and scaled with the number of references pointing them


File: /distributed/client.py#4574
type: <class 'function'>
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