description |
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Accessing meta information in real-time within your pipeline. |
To find information about the pipeline or step that is currently running, you can use the zenml.get_step_context()
function to access the StepContext
of your step:
from zenml import step, get_step_context
@step
def my_step():
step_context = get_step_context()
pipeline_name = step_context.pipeline.name
run_name = step_context.pipeline_run.name
step_name = step_context.step_run.name
Furthermore, you can also use the StepContext
to find out where the outputs of your current step will be stored and which Materializer class will be used to save them:
@step
def my_step():
step_context = get_step_context()
# Get the URI where the output will be saved.
uri = step_context.get_output_artifact_uri()
# Get the materializer that will be used to save the output.
materializer = step_context.get_output_materializer()
{% hint style="info" %}
See the SDK Docs for more information on which attributes and methods the StepContext
provides.
{% endhint %}