from __future__ import annotations

"""RF Simulation Pack for VoxForge.

This package adds an RF/accelerator-style engineering optimizer to the
physics simulation branch. It can sample RF cavity families, evaluate surrogate
physics, score thermal/source/cooling/tolerance constraints, recommend materials,
and optionally run a small genetic optimizer.
"""

from .calibration import (
    BDR_MODEL_PRESETS,
    CONTINUOUS_GENES,
    DEFAULT_CLASS_CONFIG,
    EPS,
    REFERENCE_CLASS,
    RFCalibrationParamsV2,
    V5Thresholds,
    V5Weights,
)
from .materials import (
    MATERIAL_DB,
    MaterialRecord,
    attach_material_recommendations,
    export_material_database,
    material_db_dataframe,
    recommend_materials_for_use_case,
)
from .metrics import build_v5_dataframe, apply_v5_filters_and_scores
from .evolution import run_evolution
from .pipeline import run_pipeline, run_evolution_cli, thresholds_from_json

__all__ = [
    "BDR_MODEL_PRESETS",
    "CONTINUOUS_GENES",
    "DEFAULT_CLASS_CONFIG",
    "EPS",
    "REFERENCE_CLASS",
    "RFCalibrationParamsV2",
    "V5Thresholds",
    "V5Weights",
    "MATERIAL_DB",
    "MaterialRecord",
    "attach_material_recommendations",
    "export_material_database",
    "material_db_dataframe",
    "recommend_materials_for_use_case",
    "build_v5_dataframe",
    "apply_v5_filters_and_scores",
    "run_evolution",
    "run_pipeline",
    "run_evolution_cli",
    "thresholds_from_json",
]