Downloading & Saving an ML-AutoDoc

ML-AutoDoc can allow direct downloads to a client machine or limit downloads to files systems where Steam is running.

Options:

Download an ML-AutoDoc

This example shows how to download an AutoDoc to your client machine (e.g., if you connect to Steam from a Jupyter notebook on your laptop, the AutoDoc will download to the path you specify on your laptop).

Steam Python

# import AutoDocConfig class
from h2osteam.utils import AutoDocConfig

# get H2O-3 objects required to create an automatic report
model = h2o.get_model("gbm_model")

# specify the path to the output file
output_file_path = "autodoc_report.docx"
config = AutoDocConfig()
cluster.download_autodoc(
    model=model,
    config=config,
    train_frame=train,
    path=output_file_path,
)

Save an ML-AutoDoc

This example shows how to save an AutoDoc to the remote server’s file system, where Steam is running.

Steam Python

from h2osteam.utils import AutoDocConfig

# get H2O-3 objects required to create an automatic report
model = h2o.get_model("gbm_model")

# specify the path to the output file
output_file_path = "path/to/remote/directory/autodoc_report.docx"
config = AutoDocConfig()
cluster.save_autodoc(
    model=model,
    config=config,
    train_frame=train,
    path=output_file_path,
)