dask / dask/dask-cloudprovider

Switch memory specification to use Dask style strings

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enhancement hygiene provider/aws/ecs
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Python
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Description

In other parts of the Dask project it is common to define memory usage as a human string representation with units. E.g `"4 GB"` or `"1024 MiB"`.

Currently the `ECSCluster` config uses integer values in megabytes for the task memory allocations. We should switch this to use `dask.utils.parse_bytes` for this and update the defaults to be `4096 MiB` or `4 GiB` for example.

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