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General Usage

Prerequisites:​

Install and Confure Istari Digital SDK:​

Follow this link for How to: istari-digital-client Installation

Example: Upload a model to the Istari platform​

Upload a file as a model​

model = client.add_model(
    path="path/to/model/file",
    description="My model",
    version_name="v1.0"
    )
print(f"Uploaded base model with ID {model.id}")

Example: List and download model artifacts​

Download the latest artifacts for a specified model​

model = client.get_model(model_id)
for artifact in model.artifacts:
    print(f"- artifact id: {artifact.id}")
    print(f"  revision id: {artifact.revision.id}")
    print(f"  extension: {artifact.extension}")
    print(f"  mime type: {artifact.mime}")
    print(f"  name: {artifact.name}")

    output_file_path = f"c:\\extracts\\{artifact.name}"

    if artifact.extension in ["txt", "csv", "md", "json", "html", "obj"]:
        with open(output_file_path, "w") as f:
            f.write(artifact.read_text())
    else:
        with open(output_file_path, "wb") as f:
            f.write(artifact.read_bytes())

Example: Retrieve existing model ID​