"""The app-owned batch_align profile: this deployment's alignment config.

The SDK ships the BatchAlignProfile schema + params bounds; the VALUES a
deployment runs are consumer config and live here. Derive per-request copies
via ``SPACE.model_copy(deep=True)`` — never mutate the module instance.
Import-light: pulls pydantic params modules only, no torch.
"""

from __future__ import annotations

from functools import lru_cache


@lru_cache(maxsize=1)
def space_profile():
    """The deployment profile (lazy: qua_sdk is boot-installed by app.py)."""
    from qua_sdk.components.matching.runtimes.wraparound_params import WraparoundDpParams
    from qua_sdk.components.recognition.spec import RecognitionParams
    from qua_sdk.components.segmentation.runtimes.recitation_params import (
        RecitationSegmenterParams,
    )
    from qua_sdk.components.timing.runtimes.mfa_params import MfaParams
    from qua_sdk.profiles.batch_align import BatchAlignProfile

    return BatchAlignProfile(
        name="space",
        timing="timing.mfa_remote@v1",
        segmentation=RecitationSegmenterParams(
            cleaning="segmenter_native", min_silence_ms=200, min_speech_ms=750,
            pad_left_ms=100, pad_right_ms=100,
        ),
        recognition=RecognitionParams(model="Base"),
        matching=WraparoundDpParams(penalize_non_verse_final=True),
        timing_params=MfaParams(),
    )