Installation

The Digitalhub SDK is distributed as a Python package and is hosted on PyPI so you can install them with pip.

Installing Digitalhub SDK

The most basic command to install the digitalhub package in your Python environment is:

python -m pip install digitalhub[full]

This command will install the SDK with all the various layer packages (core, data, ml).

There are more options available:

python -m pip install digitalhub[ml]
python -m pip install digitalhub[data]
python -m pip install digitalhub

Everyone of them will install the digitalhub up to a certain layer. Please note that the layer are pyramidal and proceed as follows:

core -> data -> ml

Installing Digitalhub Runtimes

The Digitalhub runtimes are installed in the same way as the SDK. We have distributed the following runtimes at the moment:

You can install the runtime directly with pip. It will come with all the required SDK dependencies:

# Install python runtime + core + data + ml
python -m pip install digitalhub-runtime-python

# Install container runtime + core
python -m pip install digitalhub-runtime-container

# Install dbt runtime + data (local option for local execution)
python -m pip install digitalhub-runtime-dbt
python -m pip install digitalhub-runtime-dbt[local]

# Install kfp runtime + core + data + ml
python -m pip install digitalhub-runtime-kfp

# Install modelserve runtime + core + data + ml
python -m pip install digitalhub-runtime-modelserve