unable to create code env for forecast plugin

atulchavan
atulchavan Partner, Dataiku DSS Core Designer, Dataiku DSS ML Practitioner, Dataiku DSS Core Concepts, Registered Posts: 11 Partner

Answers

  • Sergey
    Sergey Dataiker, Dataiku DSS Core Designer, Dataiku DSS & SQL, Dataiku DSS Core Concepts, Registered Posts: 365 Dataiker

    Hi @atulchavan

    This plugin requires R binary present on the DSS system. Have you run install-r-integration:

    https://doc.dataiku.com/dss/latest/installation/r.html?

  • atulchavan
    atulchavan Partner, Dataiku DSS Core Designer, Dataiku DSS ML Practitioner, Dataiku DSS Core Concepts, Registered Posts: 11 Partner

    yes i have installed the R,

    please see attached

  • Sergey
    Sergey Dataiker, Dataiku DSS Core Designer, Dataiku DSS & SQL, Dataiku DSS Core Concepts, Registered Posts: 365 Dataiker

    Thanks, please try to create the code environment for this plugin (reproduce the issue) and provide backend.log (Administration->Maintenance->Log files) for review.

  • atulchavan
    atulchavan Partner, Dataiku DSS Core Designer, Dataiku DSS ML Practitioner, Dataiku DSS Core Concepts, Registered Posts: 11 Partner

    this is resolved i am able to use forecast plugin..

    it would be great if you help with flow , with example to use forecast plugin

  • Ignacio_Toledo
    Ignacio_Toledo Dataiku DSS Core Designer, Dataiku DSS Core Concepts, Neuron 2020, Neuron, Registered, Dataiku Frontrunner Awards 2021 Finalist, Neuron 2021, Neuron 2022, Frontrunner 2022 Finalist, Frontrunner 2022 Winner, Dataiku Frontrunner Awards 2021 Participant, Frontrunner 2022 Participant, Neuron 2023 Posts: 419 Neuron
  • atulchavan
    atulchavan Partner, Dataiku DSS Core Designer, Dataiku DSS ML Practitioner, Dataiku DSS Core Concepts, Registered Posts: 11 Partner

    Thanks it is helpful..
    however i wanted to forecast multiple time series which needs data to be partitioned and this function is not available for trail version

  • Reynholds
    Reynholds Registered Posts: 9 ✭✭✭✭

    Hi everyone,

    I guess I have the same issues, when I'm trying to follow the "Hands-On Tutorial: Forecasting Time Series (Plugin)"

    When I'm trying to run the recipe : Train and evaluate forecasting models, i've got the error :

    Job failed: Error in Python process: At line 2: <class 'gluonts_forecasts.mxnet_utils.GPUError'>: Error when importing mxnet, please check that you have CUDA {CUDA_VERSION} installed. Detailed error: libquadmath.so.0: cannot open shared object file: No such file or directory

    Do you have any idea about what to do ?

    Thanks by advance

  • tgb417
    tgb417 Dataiku DSS Core Designer, Dataiku DSS & SQL, Dataiku DSS ML Practitioner, Dataiku DSS Core Concepts, Neuron 2020, Neuron, Registered, Dataiku Frontrunner Awards 2021 Finalist, Neuron 2021, Neuron 2022, Frontrunner 2022 Finalist, Frontrunner 2022 Winner, Dataiku Frontrunner Awards 2021 Participant, Frontrunner 2022 Participant, Neuron 2023 Posts: 1,650 Neuron

    @Reynholds

    Looks like you are having cuda install problems. From my point of view this can be challenging.

    When installing Cuda you have to pick the appropriate version depending on if you have a Cuda supported GPU available in the computer running DSS or not. These are generally NVidea GPUs. If not you have to pick the slower CPU version of the code. As a test you might try a CPU code environment see if you can get things working. And then work on the harder to install GPU version of Cuda.

    Forcast CPU VS GPU.png

    You might want to look at these instructions for some help. https://doc.dataiku.com/dss/latest/machine-learning/deep-learning/runtime-gpu.html

    Let us know how you are getting along with your project.

  • Sergey
    Sergey Dataiker, Dataiku DSS Core Designer, Dataiku DSS & SQL, Dataiku DSS Core Concepts, Registered Posts: 365 Dataiker

    Hi @Reynholds

    Looks like you are missing libquadmath (gcc shared support library) OS package so you will need to install it.

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