It’s just that for the packages argument, ClearML says:

If not provided, packages are automatically added based on the imports used inside the wrapped function.

So… 🤔

Alternatively, it would be good to specify both some requirements and auto-detect 🤔

• This then looks for a module called foo , even though it’s just a namespaceI think this is the issue, are you using python package name spaces ?
  (this is a PEP feature that is really rarely used, and I have seen break too many times)
  Assuming you have from from foo.mod import what are you seeing in pip freeze ? I'd like to see if we can fix this, and better support namespaces

I’d like to refrain from manually specifying the dependencies, since it adds a lot of overhead to extend

There's no decorator, just e.g.

def helper(foo: Optional[Any] = None):
    return foo

def step_one(...):
    # stuff

Then the type hints are not removed from helper and the code immediately crashes when being run

Exactly, it should have auto-detected the package.

There's code that strips the type hints from the component function, just think it should be applied to the helper functions too :)

Yes. Though again, just highlighting the naming of foo-mod is arbitrary. The actual module simply has a folder structured with an implicit namespace:

foo/
  mod/
    __init__.py
    # stuff

FWIW, for the time being I’m just setting the packages to all the packages the pipeline tasks sees with:

    packages = get_installed_pkgs_detail()
    packages = [f"{name}=={version}" if version else name for name, version in packages.values()]
    packages = task.data.script.requirements.get('pip', task.data.script.requirements.get('poetry')) or packages
    print(f"Task requirements:\n{packages}")
    tmp_requirements_file = "tmp_reqs.txt"
    with open(tmp_requirements_file, "w") as f:
        f.write("\n".join(packages) if isinstance(packages, list) else packages)
    
    # ...
    
    pipe.add_function_step(..., packages=tmp_requirements_file)

Still; anyone? 🥹 @<1523701070390366208:profile|CostlyOstrich36> @<1523701205467926528:profile|AgitatedDove14>

It is. In what format should I specify it? Would this enforce that package on various components? Would it then no longer capture import statements?

And is this repo installed on the pipeline creating machine ?
Basically I'm asking how come it did not automatically detect it?

For example:

my-repo @ git+