Experiment 1 done

This commit is contained in:
Lillian Violet 2024-09-05 10:36:24 +02:00
parent a911943176
commit 032b05b9c3

View file

@ -20,7 +20,7 @@ registered_model_name = "diabetes_model"
def main(): def main():
# 1. Create or Load a ML client # 1. Create or Load a ML client
ml_client = XXXX() ml_client = create_or_load_ml_client()
# 2. Create compute resources # 2. Create compute resources
create_or_load_aml() create_or_load_aml()
@ -29,7 +29,7 @@ def main():
create_tabular_dataset() create_tabular_dataset()
latest_version_dataset = next( latest_version_dataset = next(
dataset.latest_version dataset.latest_version
for dataset in ml_client.data.XXXX for dataset in ml_client.data.list()
if dataset.name == name_dataset if dataset.name == name_dataset
) )
@ -40,15 +40,15 @@ def main():
data=Input( data=Input(
type=AssetTypes.URI_FILE, type=AssetTypes.URI_FILE,
# @latest doesn't work with dataset paths # @latest doesn't work with dataset paths
path=XXXX, path=f"azureml:{name_dataset}:{latest_version_dataset}",
), ),
registered_model_name=registered_model_name, registered_model_name=registered_model_name,
), ),
code=experiment_folder, code=experiment_folder,
command=( command=(
"python ${{inputs.script_name}}" "python ${{inputs.script_name}}"
+ " --data XXXX" + " --data ${{inputs.data}}"
+ " --registered_model_name XXXX" + " --registered_model_name ${{inputs.registered_model_name}}"
), ),
environment=f"{custom_env_name}@latest", environment=f"{custom_env_name}@latest",
compute=AML_COMPUTE_NAME, compute=AML_COMPUTE_NAME,