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conda_environment_kaggle_windows

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Sep 25, 2024 10:34 AM
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Propagate a curated Python environment "kaggle" for KNIME with several important packages.
Like for example: h2o, arrow, XGBoost

# update the base conda environment
conda update -n base -c conda-forge conda

conda update -n kaggle --all

conda install -c h2oai h2o
conda install -c conda-forge xgboost
conda install -c conda-forge jupyterlab

# list packages in the enironment
conda list -n kaggle

# remove a single package
conda remove -n kaggle jupyterlab_execute_time

You will need a working Miniforge (or Anaconda) environment set up to be used in KNIME

https://github.com/conda-forge/miniforge#download

https://docs.knime.com/latest/python_installation_guide/index.html#_introduction
https://docs.conda.io/en/latest/miniconda.html
https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html

---------------------------------------------
KNIME official Python integration guide
https://docs.knime.com/latest/python_installation_guide/index.html#_introduction

KNIME and Python — Setting up and managing Conda environments
https://medium.com/low-code-for-advanced-data-science/knime-and-python-setting-up-and-managing-conda-environments-2ac217792539

How to Set Up Your Python Extensions
https://www.knime.com/blog/how-to-setup-the-python-extension

Component details

Output ports
  1. Type: Flow Variable
    knime_r_environment
    Flow Variable containing the Conda environment for KNIME and R

Used extensions & nodes

Created with KNIME Analytics Platform version 4.7.8
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    KNIME Conda IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.4

    knime

This component does not have nodes, extensions, nested components and related workflows

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