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Automatically detect UNSET parameters and interpret them as None in clickify_parameters #345

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I sed to have a manual check for this. I think it works as expected now but not sure if it may have unintended consequences. Could you take a look at this please @o-smirnov?

@@ -187,7 +193,10 @@ def clickify_parameters(schemas: Union[str, Dict[str, Any]],
if io is outputs and not (schema.is_file_type and not schema.implicit):
continue

policies = OmegaConf.merge(default_policies, schema.policies)
# None should not take precedence in the merge
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This seems to break something in breifast. I get

### running stack_time_cube
# Traceback (most recent call last):
#   File "<string>", line 7, in <module>
#   File "/home/bester/software/breifast/breifast-tron/breifast/cubes.py", line 29, in <module>
#     from breifast.main import cli, schemas
#   File "/home/bester/software/breifast/breifast-tron/breifast/main.py", line 26, in <module>
#     from . import breifast, catalogs, cubes, image_tools
#   File "/home/bester/software/breifast/breifast-tron/breifast/image_tools.py", line 23, in <module>
#     def measure_source_spectrum(images: List\[str],
#   File "/home/bester/software/breifast/breifast-tron/breifast/main.py", line 23, in <lambda>
#     clickify_parameters(schemas.cabs.get(f'breifast.{schema_name}'))(func)
#   File "/home/bester/software/stimela2/scabha/schema_utils.py", line 197, in clickify_parameters
#     merge_policies = {k: v for k, v in schema.policies.items() if v is not None}
# AttributeError: 'ParameterPolicies' object has no attribute 'items'
2024-11-07 16:09:41 STIMELA.tron.stack-cds ERROR: step 'tron.stack-cds' has failed, aborting the recipe

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I can get around this by casting the ParameterPolicies object to a dict using dataclasses.asdict but again not sure if this will have detrimental consequences elsewhere

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Yep, that works, but I would rather you use if isinstance(schema.policies, ParameterPolicies) do the asdict thing else do the other thing rather than catching exceptions. But that;s because I generally don't like using exceptions for managing "normal" code flow. Exceptions should be reserved for true errors as much as possible -- this also makes debugging easier (when you enable breakpoints on exception raised).

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Yeah, this was a bit naughty. Not sure why I did it like that

@@ -145,10 +145,15 @@ def dprint(level, *args, **kw):

# apply pod type specifications
if kube.dask_cluster.worker_pod:
print(kube.dask_cluster.worker_pod)
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@landmanbester These debug print statements ought to be replaced with dprint(1, content). See examples in same file. That way you can enable the printing by setting debug: verbose: 1 in the backend options.

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Cool, didn't know that one. Thanks

if kube.dask_cluster.scheduler_pod:
print(kube.dask_cluster.scheduler_pod)
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Ditto

@@ -187,7 +193,10 @@ def clickify_parameters(schemas: Union[str, Dict[str, Any]],
if io is outputs and not (schema.is_file_type and not schema.implicit):
continue

policies = OmegaConf.merge(default_policies, schema.policies)
# None should not take precedence in the merge
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Yep, that works, but I would rather you use if isinstance(schema.policies, ParameterPolicies) do the asdict thing else do the other thing rather than catching exceptions. But that;s because I generally don't like using exceptions for managing "normal" code flow. Exceptions should be reserved for true errors as much as possible -- this also makes debugging easier (when you enable breakpoints on exception raised).

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