"""Minimal localization-given-labels construction and scoring package."""

from localization.construct import (
    DEFAULT_SEED,
    PROTOCOL_NAME,
    SOURCE_DATASET,
    construction_meta,
    label_specs_from_segments,
    localization_prompt,
    multiplicity_phrase,
)
from localization.schema import (
    GoldSegment,
    LabelPrediction,
    LabelSpec,
    PredictedInterval,
    PredictionResult,
)
from localization.score import (
    interval_iou,
    metrics_from_rows,
    optimal_group_assignment,
    score_episode,
    summarize_event_rows,
)
from localization.verify import verify_row, verify_rows

__all__ = [
    "DEFAULT_SEED",
    "PROTOCOL_NAME",
    "SOURCE_DATASET",
    "GoldSegment",
    "LabelPrediction",
    "LabelSpec",
    "PredictedInterval",
    "PredictionResult",
    "construction_meta",
    "interval_iou",
    "label_specs_from_segments",
    "localization_prompt",
    "metrics_from_rows",
    "multiplicity_phrase",
    "optimal_group_assignment",
    "score_episode",
    "summarize_event_rows",
    "verify_row",
    "verify_rows",
]