Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Change Description
Fixes #172 .
Solution Description
My theory on what's going on here is that dask sees that it already has some completed tasks with the name
split_<k>
, and so doesn't even try to run them when they're encountered in the second pipeline execution. PR #173 tried to work around this issue by re-initializing the client to clear out the tasks, but that doesn't feel good/sustainable.We were using the future's key to log completed stages after task success, but PR #143 took that out, so we can just let dask assign its own task keys.