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Showing posts with the label Dask

Filtering Grouped Df In Dask

Related to this similar question for Pandas: filtering grouped df in pandas Action To eliminate gro… Read more Filtering Grouped Df In Dask

Assign (add) A New Column To A Dask Dataframe Based On Values Of 2 Existing Columns - Involves A Conditional Statement

I would like to add a new column to an existing dask dataframe based on the values of the 2 existin… Read more Assign (add) A New Column To A Dask Dataframe Based On Values Of 2 Existing Columns - Involves A Conditional Statement

How To Add/append A Row To A Particular Partition In The Dask Dataframe?

I want to append a row to a particular partition in dask dataframes. I have tried out many methods … Read more How To Add/append A Row To A Particular Partition In The Dask Dataframe?

Slicing A Dask Dataframe

I have the following code where I like to do a train/test split on a Dask dataframe df = dd.read_c… Read more Slicing A Dask Dataframe

Dask Persist Behavior Inconsistent

I found weird behavior with dask persist, if I comment out this line # client = Client(memory_… Read more Dask Persist Behavior Inconsistent

Dask Distributed Memory Error

I got the following error on the scheduler while running Dask on a distributed job: distributed.cor… Read more Dask Distributed Memory Error

Dask Error: Length Of Values Does Not Match Length Of Index

I have read csv file using dask this way: import dask.dataframe as dd train = dd.read_csv('act… Read more Dask Error: Length Of Values Does Not Match Length Of Index

Error Reading An Uploaded Csv Using Dask In Django: 'inmemoryuploadedfile' Object Has No Attribute 'startswith'

I'm building a Django app that enables users to upload a CSV via a form using a FormField. Once… Read more Error Reading An Uploaded Csv Using Dask In Django: 'inmemoryuploadedfile' Object Has No Attribute 'startswith'

Xarray.open_mfdataset() Doesn't Work If Dask.distributed Client Has Been Created

I have a bit of a weird problem that I'd appreciate some input on. Basically, I'm running a… Read more Xarray.open_mfdataset() Doesn't Work If Dask.distributed Client Has Been Created

Dask Scheduler Empty / Graph Not Showing

I have a setup as follows: # etl.py from dask.distributed import Client import dask from tasks impo… Read more Dask Scheduler Empty / Graph Not Showing

How Does Dask.delayed Handle Mutable Inputs?

If I have an mutable object, let's say for example a dict, how does dask handle passing that as… Read more How Does Dask.delayed Handle Mutable Inputs?

Load Images Into A Dask Dataframe

I have a dask dataframe which contains image paths in a column (called img_paths). What I want to d… Read more Load Images Into A Dask Dataframe

Dask Rolling Function By Group Syntax

I struggled for a while with the syntax to work for calculating a rolling function by group for a d… Read more Dask Rolling Function By Group Syntax