tfma.utils.update_eval_config_with_defaults

Returns a new config with default settings applied.

tfma.utils.update_eval_config_with_defaults(
    eval_config: tfma.EvalConfig,
    maybe_add_baseline: Optional[bool] = None,
    maybe_remove_baseline: Optional[bool] = None,
    has_baseline: Optional[bool] = False,
    rubber_stamp: Optional[bool] = False
) -> tfma.EvalConfig

a) Add or remove a model_spec according to "has_baseline". b) Fix the model names (model_spec.name) to tfma.CANDIDATE_KEY and tfma.BASELINE_KEY. c) Update the metrics_specs with the fixed model name.

eval_config Original eval config.
maybe_add_baseline DEPRECATED. True to add a baseline ModelSpec to the config as a copy of the candidate ModelSpec that should already be present. This is only applied if a single ModelSpec already exists in the config and that spec doesn't have a name associated with it. When applied the model specs will use the names tfma.CANDIDATE_KEY and tfma.BASELINE_KEY. Only one of maybe_add_baseline or maybe_remove_baseline should be used.
maybe_remove_baseline DEPRECATED. True to remove a baseline ModelSpec from the config if it already exists. Removal of the baseline also removes any change thresholds. Only one of maybe_add_baseline or maybe_remove_baseline should be used.
has_baseline True to add a baseline ModelSpec to the config as a copy of the candidate ModelSpec that should already be present. This is only applied if a single ModelSpec already exists in the config and that spec doesn't have a name associated with it. When applied the model specs will use the names tfma.CANDIDATE_KEY and tfma.BASELINE_KEY. False to remove a baseline ModelSpec from the config if it already exists. Removal of the baseline also removes any change thresholds. Only one of has_baseline or maybe_remove_baseline should be used.
rubber_stamp True if this model is being rubber stamped. When a model is rubber stamped diff thresholds will be ignored if an associated baseline model is not passed.

RuntimeError on missing baseline model for non-rubberstamp cases.