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asv benchmarks for dask projects

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Much of the distributed codebase should probably be tested with `async def` functions. Does anyone have experience here? A quick web search doesn't list much.

Is there benchmark for join and merge operation on indexed columns? According to official Dask performance guide, this operation should be fast compared to pandas, but when benchmarking on my...

Is this a correct way to trigger asv on a single commit? ``` asv run --bench array.FancyIndexing master...master^ ```

This is a sketch for some sections of documentation that should go in the README. ## What to test? Ideally, benchmarks measure how long *our project* (dask, distributed) spends doing...

``` usage: asv gh-pages [-h] [--no-push] [--verbose] [--config CONFIG] [--version] Publish the results to github pages. Updates the 'gh-pages' branch in the current repository, and pushes it to 'origin'. optional...