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check credential before call spark.read.mltable() #3688

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check credential before call spark.read.mltable() #3688

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4 changes: 4 additions & 0 deletions assets/model_monitoring/components/src/shared_utilities/io_utils.py
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Original file line number Diff line number Diff line change
Expand Up @@ -145,6 +145,10 @@ def read_mltable_in_spark(mltable_path: str):
"""Read mltable in spark."""
if mltable_path is None:
raise InvalidInputError("MLTable path is None.")
# validate if we can access the mltable, e.g. if env. is ready to access credential-less data
store_url = StoreUrl(mltable_path)
store_url.get_credential(True) # will raise exception if not able to access

spark = init_spark()
try:
return spark.read.mltable(mltable_path)
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