How to store the machine learning model (sklearn model) to adls and retrieve it?

Question

How to store the machine learning model (sklearn model) to adls and retrieve it?

Nalge, Meghraj 1

Nalge, Meghraj 1 Reputation point

2023-06-16T03:18:05.4166667+00:00

Hi Satish, I'm trying to create pickle file and then dumping to adls (Blob storage).

QuantumCache 20,366 Moderator

Did you try below?

# Retrieve the pickle file from ADLS
with file_system_client.get_file_client(file_path) as file:
    data = file.readall()
    model = pickle.loads(data)

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Nalge, Meghraj 1 Reputation point

2023-06-16T03:18:05.4166667+00:00

Hi Satish, I'm trying to create pickle file and then dumping to adls (Blob storage).
QuantumCache 20,366 Reputation points Moderator

2023-06-21T03:52:54.1666667+00:00

Did you try below?

# Retrieve the pickle file from ADLS with file_system_client.get_file_client(file_path) as file: data = file.readall() model = pickle.loads(data)

Answer 1

QuantumCache 20,366 Moderator

Hello @Nalge, Meghraj

How did you exported the trained model? using any Python library?

Did you try below?

# Retrieve the pickle file from ADLS
with file_system_client.get_file_client(file_path) as file:
    data = file.readall()
    model = pickle.loads(data)

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How to store the machine learning model (sklearn model) to adls and retrieve it?

1 answer

Your answer