"""Resolve the active profile's STT/TTS config for CLIENT-DIRECT voice.

Single resolver behind ``GET /api/audio/voice-config``: the desktop skips the
audio relay hop by calling providers directly with the profile's own
credentials, resolved through the exact chains of ``tools.transcription_tools``
and ``tools.tts_tool`` so the client gets byte-for-byte what the gateway uses.
Rules: same trust boundary as every REST route (keys never logged, never hit
client disk); relay is the floor, not an error (server-host-only providers and
resolution failures return ``{"mode": "relay"}``); no new key stores.
Config gate: ``voice.client_direct`` (default ``true``).
"""

from __future__ import annotations

import logging
from typing import Any, Dict, Optional

logger = logging.getLogger(__name__)

# Wire shapes the desktop knows how to speak. Anything else → relay.
#   openai-multipart : POST {base_url}/audio/transcriptions (multipart, Bearer)
#   xai-stt          : POST {base_url}/stt (multipart, Bearer, format=true)
#   elevenlabs-stt   : POST {base_url}/speech-to-text (multipart, xi-api-key)
#   openai-speech    : POST {base_url}/audio/speech (JSON, Bearer) → audio bytes
#   elevenlabs-tts   : POST {base_url}/text-to-speech/{voice_id} (JSON, xi-api-key)
STT_WIRE_OPENAI = "openai-multipart"
STT_WIRE_XAI = "xai-stt"
STT_WIRE_ELEVENLABS = "elevenlabs-stt"
TTS_WIRE_OPENAI = "openai-speech"
TTS_WIRE_ELEVENLABS = "elevenlabs-tts"


def _client_direct_enabled() -> bool:
    try:
        from hermes_cli.config import load_config
        voice_cfg = load_config().get("voice") or {}
        if not isinstance(voice_cfg, dict):
            return True
        value = voice_cfg.get("client_direct", True)
    except Exception:
        return True
    if isinstance(value, bool):
        return value
    if isinstance(value, str):
        return value.strip().lower() not in {"0", "false", "no", "off"}
    return True


def _relay(reason: str) -> Dict[str, Any]:
    """A relay verdict that tells the client WHY, without secrets."""
    return {"mode": "relay", "reason": reason}


def _section(config: Any, provider: str) -> Dict[str, Any]:
    """The provider's own sub-dict of an STT/TTS config, shape-guarded."""
    section = config.get(provider) if isinstance(config, dict) else None
    return section if isinstance(section, dict) else {}


def _direct(wire: str, provider: str, base_url: Any, api_key: str, model: Any, **extra: Any) -> Dict[str, Any]:
    return {"mode": "direct", "wire": wire, "provider": provider, "base_url": base_url,
            "api_key": api_key, "model": model, **extra}


def stt_hallucination_filter() -> Dict[str, Any]:
    """The Whisper-silence hallucination contract the relay path applies
    (``transcribe_recording`` → ``is_whisper_hallucination``), shipped to the
    client so a client-direct transcription agrees with a relayed one instead
    of submitting "thank you" on silence as a real turn."""
    from tools.voice_mode_transcript import WHISPER_HALLUCINATIONS

    return {
        "phrases": sorted(WHISPER_HALLUCINATIONS),
        # Python's _HALLUCINATION_REPEAT_RE (IGNORECASE) for repetitive filler
        # like "OK. OK. OK." — a JS regex source, so a single backslash.
        "repeat_regex": "^(?:thank you|thanks|bye|you|ok|okay|the end|[.,!\\s])+$",
    }


def _deepinfra_model(section: Dict[str, Any], kind: str) -> Optional[str]:
    """Configured model, else the first catalog model of ``kind`` (stt/tts)."""
    from hermes_cli.models import deepinfra_model_ids
    return section.get("model") or next(iter(deepinfra_model_ids(kind)), None)


# ── STT ──
# provider -> (env var, default-model attr on transcription_common, base_url).
# ``base_url`` is a transcription_common attr name or a literal URL.
_STT_KEYED: Dict[str, tuple[str, str, str]] = {
    "groq": ("GROQ_API_KEY", "DEFAULT_GROQ_STT_MODEL", "GROQ_BASE_URL"),
    "mistral": ("MISTRAL_API_KEY", "DEFAULT_MISTRAL_STT_MODEL", "https://api.mistral.ai/v1"),
}


def _resolve_stt_client_config() -> Dict[str, Any]:
    from tools import transcription_common as tc
    from tools import transcription_tools as tt

    stt_config = tt._load_stt_config()
    if not tt.is_stt_enabled(stt_config):
        return _relay("stt disabled")
    provider = tt._get_provider(stt_config)
    # Server-host-only: local whisper, the env-var command escape hatch,
    # declared command providers, and anything plugin-registered.
    if tt._is_local_stt_provider(provider, stt_config):
        return _relay("local provider")
    if provider not in tc.BUILTIN_STT_PROVIDERS:
        return _relay("command/plugin provider")

    language = tt._resolve_stt_language(
        provider, stt_config, extra_keys=("language_code",) if provider == "elevenlabs" else ())
    section = _section(stt_config, provider)
    # Same deadline the gateway's own transcription client applies
    # (``stt.openai.timeout``; riders such as groq/deepinfra inherit it), so a
    # slow endpoint fails the Desktop's direct request instead of hanging it.
    timeout_s = tc._config_number(_section(stt_config, "openai"), "timeout", 60.0)

    def direct(wire: str, base_url: Any, api_key: str, model: Any) -> Dict[str, Any]:
        return _direct(wire, provider, base_url, api_key, model, language=language, timeout_s=timeout_s,
                       hallucination_filter=stt_hallucination_filter())

    def env_base_url(env_var: str, default: str) -> str:
        from hermes_cli.config import get_env_value
        return str(section.get("base_url") or get_env_value(env_var) or default).strip().rstrip("/")

    if provider in _STT_KEYED:
        env_var, default_model, base = _STT_KEYED[provider]
        api_key = tt._resolve_provider_key(env_var, provider)
        if not api_key:
            return _relay("no credentials")
        return direct(STT_WIRE_OPENAI, getattr(tc, base, base), api_key,
                      section.get("model") or getattr(tc, default_model))
    if provider == "openai":
        # Covers the Nous-managed selection too: the resolver returns the user's
        # own gateway token + managed base URL — exactly what the client should use.
        try:
            api_key, base_url = tt._resolve_openai_audio_client_config()
        except ValueError as exc:
            return _relay(f"openai resolution failed: {exc}")
        return direct(STT_WIRE_OPENAI, base_url, api_key, section.get("model") or tc.DEFAULT_STT_MODEL)
    if provider == "xai":
        # API key only: an xAI OAuth bearer refreshes server-side mid-session and
        # would strand the client on the first 401.
        from hermes_cli.config import get_env_value
        api_key = str(get_env_value("XAI_API_KEY") or "").strip()
        if not api_key:
            return _relay("xai oauth (server-managed) or no credentials")
        return direct(STT_WIRE_XAI, env_base_url("XAI_STT_BASE_URL", tc.XAI_STT_BASE_URL), api_key, None)
    if provider == "elevenlabs":
        api_key = tt._resolve_provider_key("ELEVENLABS_API_KEY", "elevenlabs")
        if not api_key:
            return _relay("no credentials")
        return direct(STT_WIRE_ELEVENLABS, env_base_url("ELEVENLABS_STT_BASE_URL", tc.ELEVENLABS_STT_BASE_URL),
                      api_key, section.get("model") or tc.DEFAULT_ELEVENLABS_STT_MODEL)
    if provider == "deepinfra":
        api_key = tt._resolve_provider_key("DEEPINFRA_API_KEY", "deepinfra")
        if not api_key:
            return _relay("no credentials")
        from hermes_cli.models import deepinfra_base_url
        model = _deepinfra_model(section, "stt")
        if not model:
            return _relay("no deepinfra stt model")
        return direct(STT_WIRE_OPENAI, deepinfra_base_url(section), api_key, model)
    return _relay(f"provider {provider!r} has no client wire")


# ── TTS ──
def _resolve_tts_client_config() -> Dict[str, Any]:
    from tools import tts_tool as tts
    from tools import tts_tool_openai, tts_tool_providers

    tts_config = tts._load_tts_config()
    provider = tts._get_provider(tts_config)
    if provider not in tts.BUILTIN_TTS_PROVIDERS:
        return _relay("command/plugin provider")
    # The desktop's client-direct sentence cutter honours the same tts.streaming.min_len as
    # the gateway/CLI chunkers, so a short CJK opener is spoken alone on every surface.
    from tools.tts_streaming import SentenceChunker
    min_len = SentenceChunker.from_config(tts_config).min_len

    if provider == "openai":
        # Covers the direct-key, custom-base_url, and Nous-managed selections.
        try:
            api_key, base_url, is_managed = tts_tool_openai._resolve_openai_audio_client_config()
        except ValueError as exc:
            return _relay(f"openai resolution failed: {exc}")
        oai = _section(tts_config, "openai")
        model = oai.get("model") or tts_tool_openai.DEFAULT_OPENAI_MODEL
        config_base = oai.get("base_url")
        base_url = config_base or base_url
        # The managed gateway only proxies MANAGED_OPENAI_TTS_MODELS — same
        # coercion text_to_speech applies server-side.
        if is_managed and not config_base and model not in tts_tool_openai.MANAGED_OPENAI_TTS_MODELS:
            model = tts_tool_openai.DEFAULT_OPENAI_MODEL
        speed_default = tts_config.get("speed", 1.0) if isinstance(tts_config, dict) else 1.0
        try:
            speed = float(oai.get("speed", speed_default))
        except (TypeError, ValueError):
            speed = 1.0
        return _direct(TTS_WIRE_OPENAI, "openai", base_url, api_key, model,
                       voice=oai.get("voice") or tts_tool_openai.DEFAULT_OPENAI_VOICE, speed=speed,
                       extra_body=tts_tool_openai._openai_extra_body(oai),
                       min_len=min_len)
    if provider == "elevenlabs":
        api_key = tts._resolve_provider_key("ELEVENLABS_API_KEY", "elevenlabs")
        if not api_key:
            return _relay("no credentials")
        el = _section(tts_config, "elevenlabs")
        return _direct(TTS_WIRE_ELEVENLABS, "elevenlabs",
                       str(el.get("base_url") or "https://api.elevenlabs.io/v1").rstrip("/"),
                       api_key, el.get("model_id") or tts_tool_providers.DEFAULT_ELEVENLABS_MODEL_ID,
                       voice=el.get("voice_id") or tts_tool_providers.DEFAULT_ELEVENLABS_VOICE_ID, speed=None,
                       min_len=min_len)
    if provider == "deepinfra":
        api_key = tts._resolve_provider_key("DEEPINFRA_API_KEY", "deepinfra")
        if not api_key:
            return _relay("no credentials")
        from hermes_cli.models import deepinfra_base_url
        di = _section(tts_config, "deepinfra")
        model = _deepinfra_model(di, "tts")
        if not model:
            return _relay("no deepinfra tts model")
        return _direct(TTS_WIRE_OPENAI, "deepinfra", deepinfra_base_url(di), api_key, model,
                       voice=di.get("voice") or "af_bella", speed=None, min_len=min_len)
    # edge / minimax / xai / mistral / gemini / neutts / kittentts / piper: server-host-only
    # engines or wire shapes the desktop doesn't speak yet; the relay path serves them.
    return _relay(f"provider {provider!r} has no client wire")


def resolve_client_voice_config() -> Dict[str, Any]:
    """Resolve both directions for the CURRENT profile scope.

    Callers scope the profile via ``hermes_constants.set_hermes_home_override``
    (the web server's ``_config_profile_scope``) before calling — identical to
    how ``/api/audio/transcribe`` scopes ``transcribe_recording``.
    """
    if not _client_direct_enabled():
        disabled = _relay("voice.client_direct disabled")
        return {"stt": disabled, "tts": disabled}
    out: Dict[str, Any] = {}
    for key, resolver in (("stt", _resolve_stt_client_config), ("tts", _resolve_tts_client_config)):
        try:
            out[key] = resolver()
        except Exception:
            logger.exception("client voice-config %s resolution failed", key.upper())
            out[key] = _relay("resolution error")
    return out