Check the optional warm-start feature environment
Source:R/warm_start_python.R
warm_start_python_status.RdCheck the optional warm-start feature environment
Arguments
- schema
The frozen schema identifier, currently
"writing_features_v1".- python
Optional path to an existing Python interpreter. With
NULL, use an existing environment selected through reticulate. Automatic environment creation is disabled. Conflicting interpreter selections require correction or a fresh R session; this function never switches an initialized interpreter.
Value
A list with available, python, expected, observed, and problems.
Availability requires the pinned versions, resource contents, and pipeline
capabilities. Missing prerequisites are reported without throwing an error;
malformed arguments or missing installed metadata are errors.
Details
This explicitly invoked check may initialize reticulate's Python interpreter
and load the spaCy model to verify its capabilities. It never installs software
or downloads resources. Once Python is initialized, selecting a different
interpreter requires restarting R. Use reticulate::use_virtualenv() or
reticulate::use_condaenv() with required = TRUE before this call, or supply
python directly. See the installed python/README.md for explicit setup.
See also
extract_warm_start_features(), warm_start_feature_schema()
Other adaptive warm start:
ensemble_warm_start_models(),
extract_warm_start_features(),
fit_warm_start_model(),
make_warm_start_cv_plan(),
make_warm_start_prior(),
pairwiseLLM_warm_model,
predict.pairwiseLLM_warm_ensemble(),
predict.pairwiseLLM_warm_model(),
prepare_warm_start_model(),
register_warm_start_model(),
save_warm_start_model(),
summary.pairwiseLLM_warm_ensemble(),
summary.pairwiseLLM_warm_predictions(),
warm_start_coefficients(),
warm_start_feature_schema()