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Expand file tree Collapse file tree Original file line number Diff line number Diff line change 3131from ax .core .trial import Trial
3232from ax .core .trial_status import TrialStatus
3333from ax .core .types import TEvaluationOutcome , TParameterization , TParamValue
34- from ax .core .utils import get_pending_observation_features_based_on_trial_status
3534from ax .early_stopping .strategies import BaseEarlyStoppingStrategy
3635from ax .early_stopping .utils import estimate_early_stopping_savings
3736from ax .exceptions .constants import CHOLESKY_ERROR_ANNOTATION
@@ -1677,22 +1676,6 @@ def _validate_all_required_metrics_present(
16771676 missing_metrics = required_metrics - provided_metrics
16781677 return not missing_metrics
16791678
1680- @classmethod
1681- def _get_pending_observation_features (
1682- cls ,
1683- experiment : Experiment ,
1684- ) -> dict [str , list [ObservationFeatures ]] | None :
1685- """Extract pending points for the given experiment.
1686-
1687- NOTE: With one-arm `Trial`-s, we use a more performant
1688- ``get_pending_observation_features_based_on_trial_status`` utility instead
1689- of ``get_pending_observation_features``, since we can determine whether a point
1690- is pending based on the status of the corresponding trial.
1691- """
1692- return get_pending_observation_features_based_on_trial_status (
1693- experiment = experiment
1694- )
1695-
16961679 # ------------------------------ Validators. -------------------------------
16971680
16981681 def _validate_early_stopping_strategy (
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