How to compute multiple outputs at once in Dask?

How to compute multiple outputs at once in Dask?

How to compute multiple outputs at once in Dask?

This recipe helps you compute multiple outputs at once in Dask


Recipe Objective

How to compute multiple outputs at once in Dask?

To include a lot of computation in a single call we have to create many dask.delayed calls and pass them through a for loop and then we make a dask.compute call to compute all the results.

Step 1- Importing Library

import dask

Step 2- Defining function.

We will define a incremental function.

def func(y): y = y + 1 return y

Step 3- Computing results.

Now we will compute all the results by iterating all the numerical values through the for loop.

lists=[0, 1, 2, 3, 4, 5, 6] results = [] for y in lists: a = dask.delayed(func)(y) results.append(a) results = dask.compute(*results) results

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