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"De-Pivot Memory issue"

User: "jlabado"
New Altair Community Member
Updated by Jocelyn

Hello Everyone,

 

I am running a process that needs to use 2 De-pivot operators. The dataset is large (aprox 900k examples). The first De-pivot runs fine but the second one crashes out of memory, even though I have a machine with 16GB of RAM.

 

I know there should be some workaround by using the Loop Batches (inserting inside the second de-pivot) and Append operators, but I just can't get it to work. Could you please explain me how to exactly set these operators to work?


Thanks a lot for your help,

Best,

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    User: "Telcontar120"
    New Altair Community Member
    Accepted Answer

    Without seeing your process or your data it is difficult to give you an exact solution.  But take a look at this example, which is a simple modification of the de-pivot tutorial process.  This loops through each example (one-by-one) and depivots it, then at the end it takes all the individual de-pivoted examples and appends them into one combined dataset.  Something like this should work for you (assuming your resulting dataset is in fact able to be contained in memory).

     

    Regards,