Lightweight model representation for listing and basic operations.
A minimal model object containing only essential identifiers. Used by
Model.list() to efficiently return model information without fetching
full schema and configuration details.
Example
# Get from listing
models = list(Model.list(project_id=project.id))
compact_model = models[0]
# Access basic info
print(f"Model: {compact_model.name} v{compact_model.version}")
print(f"ID: {compact_model.id}")
# Fetch full details when needed
full_model = compact_model.fetch()
print(f"Task: {full_model.task}")
print(f"Schema: {len(full_model.schema.columns)} columns")
name
version
fetch()
Fetch the complete Model instance.
Retrieves the full Model object with all schema, spec, and configuration
details from the Fiddler platform using this compact model’s ID.
Returns
Complete model instance with all details and capabilities.
Example
# From model listing
compact = next(Model.list(project_id=project.id))
# Get full model details
full_model = compact.fetch()
# Now can access full functionality
full_model.publish(source=data)
print(f"Input columns: {full_model.spec.inputs}")
