32 lines
764 B
Python
32 lines
764 B
Python
|
"""
|
||
|
|
Script to create and register file as an uri
|
||
|
|
"""
|
||
|
|
from azure.ai.ml.constants import AssetTypes
|
||
|
|
from azure.ai.ml.entities import Data
|
||
|
|
|
||
|
|
from ml_client import create_or_load_ml_client
|
||
|
|
|
||
|
|
name_dataset = "diabetes-dataset"
|
||
|
|
data_folder = "./data/diabetes.csv"
|
||
|
|
|
||
|
|
|
||
|
|
def create_tabular_dataset():
|
||
|
|
# 1. Create or Load a ML client
|
||
|
|
ml_client = XXXXX()
|
||
|
|
|
||
|
|
# 2. Add files
|
||
|
|
if name_dataset not in [XXXXX for env in ml_client.data.list()]:
|
||
|
|
tab_data_set = Data(
|
||
|
|
path=XXXXX,
|
||
|
|
type=AssetTypes.URI_FILE,
|
||
|
|
name=name_dataset,
|
||
|
|
)
|
||
|
|
|
||
|
|
ml_client.data.create_or_update(XXXXX)
|
||
|
|
else:
|
||
|
|
print("Dataset already registered.")
|
||
|
|
|
||
|
|
|
||
|
|
if __name__ == "__main__":
|
||
|
|
create_tabular_dataset()
|