//! Voice activity detection backends and helpers.
//!
//! Apple capture feeds VoiceProcessingIO/CoreAudio-processed microphone
//! frames into this module and prefers Apple CoreML Silero VAD when the
//! Swift bridge is linked. WebRTC VAD remains the realtime-safe fallback;
//! non-Apple platforms may use ONNX-backed Silero when available.

#[cfg(any(target_os = "ios", target_os = "macos"))]
pub mod apple_coreml;
pub mod resampler;
#[cfg(not(target_os = "ios"))]
pub mod silero_onnx;

use std::sync::atomic::{AtomicU64, Ordering};
use std::sync::{OnceLock, RwLock};

use crate::frame::{f32_to_i16, i16_to_f32};
use crate::AudioError;
use resampler::{Downsampler48to16, INPUT_FRAME_10MS};

#[cfg(not(target_os = "ios"))]
pub use silero_onnx::SileroOnnxVad;

/// Voice activity detector output for one 10 ms frame.
#[derive(Debug, Clone, Copy)]
pub struct VadOutput {
    /// Speech confidence in the inclusive range `[0.0, 1.0]`.
    pub probability: f32,
    /// Immediate detector speech decision before hangover/min-duration state.
    pub speech: bool,
}

/// Realtime-safe detector that consumes one 10 ms f32 mono frame.
pub trait VoiceActivityDetector: Send {
    /// Process one 10 ms frame and return speech probability/state.
    fn process_10ms(&mut self, samples: &[f32]) -> VadOutput;
}

/// Realtime-safe WebRTC VAD used when a model runtime is unavailable.
pub struct WebRtcFallbackVad {
    vad: webrtc_vad::Vad,
    frame_i16: [i16; INPUT_FRAME_10MS],
}

// `webrtc_vad::Vad` owns an FFI pointer and is only touched from the
// capture thread after construction. Moving the wrapper between threads is
// safe; sharing it concurrently is not required and not implemented.
unsafe impl Send for WebRtcFallbackVad {}

impl Default for WebRtcFallbackVad {
    fn default() -> Self {
        Self {
            vad: webrtc_vad::Vad::new_with_rate_and_mode(
                webrtc_vad::SampleRate::Rate48kHz,
                webrtc_vad::VadMode::Aggressive,
            ),
            frame_i16: [0; INPUT_FRAME_10MS],
        }
    }
}

impl VoiceActivityDetector for WebRtcFallbackVad {
    fn process_10ms(&mut self, samples: &[f32]) -> VadOutput {
        for (dst, src) in self.frame_i16.iter_mut().zip(samples.iter().copied()) {
            *dst = f32_to_i16(src);
        }
        let speech = self.vad.is_voice_segment(&self.frame_i16).unwrap_or(false);
        VadOutput {
            probability: if speech { 1.0 } else { 0.0 },
            speech,
        }
    }
}

/// Wraps any `VoiceActivityDetector` that operates at 16 kHz and
/// downsamples 48 kHz input before forwarding.
pub struct Resampled16kHzVad<D: VoiceActivityDetector> {
    inner: D,
    downsampler: Downsampler48to16,
}

impl<D: VoiceActivityDetector> Resampled16kHzVad<D> {
    /// Wrap a 16 kHz detector so it can consume 48 kHz frames.
    pub fn new(inner: D) -> Self {
        Self {
            inner,
            downsampler: Downsampler48to16::default(),
        }
    }
}

impl<D: VoiceActivityDetector> VoiceActivityDetector for Resampled16kHzVad<D> {
    fn process_10ms(&mut self, samples: &[f32]) -> VadOutput {
        debug_assert_eq!(samples.len(), INPUT_FRAME_10MS);
        let mut input = [0.0_f32; INPUT_FRAME_10MS];
        input.copy_from_slice(samples);
        let downsampled = self.downsampler.process_frame_10ms(&input);
        self.inner.process_10ms(&downsampled)
    }
}

/// Convert one 48 kHz i16 10 ms frame and run a detector over it.
pub fn process_i16_10ms(detector: &mut dyn VoiceActivityDetector, samples: &[i16]) -> VadOutput {
    let mut frame = [0.0_f32; INPUT_FRAME_10MS];
    for (dst, src) in frame.iter_mut().zip(samples.iter().copied()) {
        *dst = i16_to_f32(src);
    }
    detector.process_10ms(&frame)
}

static SILERO_MODEL_PATH_OVERRIDE: OnceLock<RwLock<Option<String>>> = OnceLock::new();
static SILERO_MODEL_EPOCH: AtomicU64 = AtomicU64::new(0);

fn silero_model_path_override() -> &'static RwLock<Option<String>> {
    SILERO_MODEL_PATH_OVERRIDE.get_or_init(|| RwLock::new(None))
}

/// Configure the preferred Silero ONNX model path on supported platforms.
///
/// The path is validated eagerly. A successful call increments the
/// model epoch so running non-iOS audio backends can reload the model
/// without an app restart.
pub fn set_silero_model_path(path: &str) -> Result<(), AudioError> {
    let path = path.trim();
    if path.is_empty() {
        return Err(AudioError::InvalidAudioProcessingConfig(
            "vad model path must not be empty".to_string(),
        ));
    }
    if !std::path::Path::new(path).is_file() {
        return Err(AudioError::InvalidAudioProcessingConfig(format!(
            "vad model path does not exist or is not a file: {path}"
        )));
    }
    let mut guard = silero_model_path_override()
        .write()
        .map_err(|_| AudioError::Backend("vad model path lock poisoned".to_string()))?;
    *guard = Some(path.to_string());
    SILERO_MODEL_EPOCH.fetch_add(1, Ordering::Relaxed);
    Ok(())
}

/// Monotonic counter incremented whenever the configured model path changes.
pub fn silero_model_epoch() -> u64 {
    SILERO_MODEL_EPOCH.load(Ordering::Relaxed)
}

/// Return the expected path of the Silero VAD v6 ONNX model on
/// supported platforms.
/// The model is shipped as a Flutter asset and copied to the app's
/// data directory by the Dart-side asset loader.
///
/// Android and macOS may use app data/Documents locations. Desktop
/// callers can set the path explicitly via `set_silero_model_path`.
pub fn silero_model_bundle_path() -> String {
    if let Ok(guard) = silero_model_path_override().read() {
        if let Some(path) = guard.as_ref() {
            return path.clone();
        }
    }

    // macOS: Documents directory (written by Flutter asset loader).
    // iOS keeps this fallback only for API compatibility; the ONNX
    // detector is not compiled into iOS builds.
    #[cfg(any(target_os = "ios", target_os = "macos"))]
    {
        if let Ok(home) = std::env::var("HOME") {
            let docs = format!("{home}/Documents/silero_vad.onnx");
            if std::path::Path::new(&docs).exists() {
                return docs;
            }
            let bundle = format!("{home}/../Library/silero_vad.onnx");
            if std::path::Path::new(&bundle).exists() {
                return bundle;
            }
        }
        "silero_vad.onnx".to_string()
    }

    // Android: the model is in the app's files directory, same
    // Documents path pattern used by Flutter's path_provider.
    #[cfg(target_os = "android")]
    {
        // On Android, Flutter's getApplicationDocumentsDirectory
        // resolves to /data/data/<package>/app_flutter.
        // The Silero model path is set explicitly via
        // set_silero_model_path from Dart before voice starts,
        // so this fallback is rarely needed.
        "silero_vad.onnx".to_string()
    }

    // Desktop (Windows, Linux): rely on the override set by Dart.
    #[cfg(not(any(target_os = "ios", target_os = "macos", target_os = "android")))]
    {
        if let Ok(cwd) = std::env::current_dir() {
            let local = cwd.join("silero_vad.onnx");
            if local.exists() {
                return local.to_string_lossy().to_string();
            }
        }
        "silero_vad.onnx".to_string()
    }
}

#[cfg(test)]
mod tests {
    use super::*;

    #[test]
    fn fallback_opens_for_voiced_signal() {
        let mut vad = WebRtcFallbackVad::default();
        let mut frame = [0_i16; INPUT_FRAME_10MS];
        for (idx, sample) in frame.iter_mut().enumerate() {
            let phase = idx as f32 * 2.0 * std::f32::consts::PI * 220.0 / 48_000.0;
            *sample = (phase.sin() * 12_000.0) as i16;
        }

        let output = process_i16_10ms(&mut vad, &frame);

        assert!(output.speech);
        assert!(output.probability >= 0.5);
    }

    #[test]
    fn fallback_stays_closed_for_silence() {
        let mut vad = WebRtcFallbackVad::default();
        let frame = [0_i16; INPUT_FRAME_10MS];

        let output = process_i16_10ms(&mut vad, &frame);

        assert!(!output.speech);
        assert!(output.probability < 0.5);
    }

    #[test]
    fn set_silero_model_path_rejects_missing_file() {
        let result = set_silero_model_path("/definitely/not/a/silero_vad.onnx");

        assert!(result.is_err());
    }

    #[test]
    fn set_silero_model_path_updates_override_and_epoch() {
        let path =
            std::env::temp_dir().join(format!("chanora_test_silero_{}.onnx", std::process::id()));
        std::fs::write(&path, b"test").unwrap();
        let before = silero_model_epoch();

        set_silero_model_path(path.to_str().unwrap()).unwrap();

        assert!(silero_model_epoch() > before);
        assert_eq!(silero_model_bundle_path(), path.to_string_lossy());
        let _ = std::fs::remove_file(path);
    }
}