Limitations of defining steps in notebook cells
If you want to run ZenML steps defined in notebook cells remotely (either with a remote orchestrator or step operator), the cells defining your steps must meet the following conditions:
The cell can only contain python code, no Jupyter magic commands or shell commands starting with a
%
or!
.The cell must not call code from other notebook cells. Functions or classes imported from python files are allowed.
The cell must not rely on imports of previous cells. This means your cell must perform all the imports it needs itself, including ZenML imports like
from zenml import step
.
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