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integration.metaflow

comet_skip

comet_ml.integration.metaflow.comet_skip(metaflow_step)

Add this decorator to prevents the step from being tracked by comet. This is useful for join steps or foreach step with a high number of iterations. Order is important - it must be placed above the @step decorator.

Read the documentation for more details.

Example:

@comet_flow
class HelloFlow(FlowSpec):
    @comet_skip
    @step
    def start(self):
        ...

comet_flow

comet_ml.integration.metaflow.comet_flow(func=None, **kwargs)

This decorator placed before your Flow class allows you to track each step of your flow in a separate comet experiment.

Args:

  • project_name: str (optional), send your experiment to a specific project. Otherwise will be sent to Uncategorized Experiments. If project name does not already exists Comet.ml will create a new project.
  • workspace: str (optional), attach an experiment to a project that belongs to this workspace

Example:

@comet_flow(project_name="comet-example-metaflow-hello-world")
class HelloFlow(FlowSpec):
    @step
    def start(self):
        ...
Apr. 19, 2024