Erhalten von "ValidationException: Komponentenfunktion unterstützt keine Positionsargumente, habe" Fehler erhalten, währ ⇐ Python

[Anonymous]

Ich versuche eine Pipeline mit: < /p>
zu erstellen

Code: Select all

pipeline = income_prediction_pipeline(pipeline_job_data_input=Input(type="uri_file", path=income_data.path),
pipeline_job_test_train_ratio=0.25,
pipeline_job_learning_rate=0.05,
pipeline_job_n_estimators=100,
pipeline_job_registered_model_name='income_prediction_model')
< /code>
, für den ich unter dem Fehler erhalte: < /p>
ValidationException: Component function doesn't support positional arguments, got (, ) for data_prep_income_prediction. Please use keyword arguments like: component_func(data=xxx, test_train_ratio=xxx).

Es geht über Positionsargument in data_pre_income_prediction . So sieht der Code aus: < /p>

Code: Select all

from azure.ai.ml import command, Input, Output

data_prep_component = command(name='data_prep_income_prediction',
description='data preparation step for income prediction model pipeline',
display_name='Data Preparation',
inputs={
'data' : Input(type='uri_folder'),
'test_train_ratio' : Input(type='number')
},
outputs={
'train_data' : Output(type='uri_folder', mode='rw_mount'),
'test_data' : Output(type='uri_folder', mode='rw_mount')
},
# Source folder of the component
code=data_prep_folder,
command='''python data_prep.py \
--data ${{inputs.data}}) --test_train_ratio ${{inputs.test_train_ratio}} \
--train_data ${{outputs.train_data}} --test_data ${{outputs.test_data}}''',
environment=f"{pipeline_job_env.name}:{pipeline_job_env.version}")

Kann mich jemand bitte wissen lassen, wo ich falsch gehe.