"""
podcast/builder.py — Script → TTS → SFX → MP3 pipeline
"""

from __future__ import annotations
import os
import re
import time
from pathlib import Path
"""
BASE_DIR = Path(__file__).parent.parent
SFX_DIR  = BASE_DIR / "sfx"
POD_DIR  = BASE_DIR / "static" / "podcasts"
SEG_DIR  = BASE_DIR / "static" / "segments"
POD_DIR.mkdir(parents=True, exist_ok=True)
SEG_DIR.mkdir(parents=True, exist_ok=True)
"""
from agents.tools import (
    build_podcast_script,
    parse_script,
    strip_emotion_tags,
    synthesize_segment,
    get_segment_cache_path,
    PERSONAS,
)
from data.db import (get_top_posts_for_podcast, save_podcast ,
     SEG_DIR,
    POD_DIR,
    BASE_DIR,
    SFX_DIR)

SFX_TAG_PATTERN = re.compile(r"<(laugh|gasp|sigh|cry)/>")

SFX_MAP = {
    "laugh": "laugh.wav",
    "gasp":  "gasp.wav",
    "sigh":  "sigh.wav",
    "cry":   "violin_sting.wav",
}


def _load_sfx(filename: str):
    """Load a SFX wav file. Returns AudioSegment or None."""
    try:
        from pydub import AudioSegment
        path = SFX_DIR / filename
        if path.exists():
            return AudioSegment.from_wav(str(path))
        else:
            print(f"[SFX] File not found: {path}")
    except Exception as e:
        print(f"[SFX load error] {filename}: {e}")
    return None


def mix_episode(sections: dict[str, str], segment_paths: dict[str, Path], category: str) -> Path:
    """Mix TTS segments + SFX into a final MP3."""
    from pydub import AudioSegment

    final        = AudioSegment.empty()
    silence_short = AudioSegment.silent(duration=350)
    silence_long  = AudioSegment.silent(duration=750)

    persona         = PERSONAS.get(category, {})
    extra_sfx_files = persona.get("sfx", [])

    for key, raw_text in sections.items():
        seg_path = segment_paths.get(key)
        if seg_path and seg_path.exists():
            try:
                seg    = AudioSegment.from_file(str(seg_path))
                change = -20.0 - seg.dBFS          # normalize to -20 dBFS
                seg    = seg.apply_gain(change)
                final += seg
            except Exception as e:
                print(f"[Mix error] segment {key}: {e}")
                continue

        # Inject SFX from emotion tags in raw text
        for tag in SFX_TAG_PATTERN.findall(raw_text):
            sfx_file = SFX_MAP.get(tag)
            if sfx_file:
                sfx = _load_sfx(sfx_file)
                if sfx:
                    sfx    = sfx.apply_gain(-24 - sfx.dBFS)
                    final += silence_short + sfx + silence_short

        final += silence_long

    # Category-specific intro SFX
    if extra_sfx_files:
        sfx = _load_sfx(extra_sfx_files[0])
        if sfx:
            sfx   = sfx.apply_gain(-26 - sfx.dBFS)
            final = sfx + silence_short + final

    ts       = int(time.time())
    out_path = POD_DIR / f"podcast_{category}_{ts}.mp3"
    final.export(str(out_path), format="mp3", bitrate="128k")
    return out_path


def _fallback_copy(segment_paths: dict[str, Path], category: str) -> Path:
    """If pydub fails entirely, copy the first segment as the episode."""
    first_path = next(iter(segment_paths.values()))
    ts         = int(time.time())
    out_path   = POD_DIR / f"podcast_{category}_{ts}.wav"
    shutil.copy(str(first_path), str(out_path))
    print(f"[Podcast] Fallback copy used: {out_path}")
    return out_path


def generate_podcast(category: str) -> dict:
    """Full podcast generation pipeline."""
    print(f"[Podcast] Generating episode for: {category}")

    # 1 — top posts
    posts = get_top_posts_for_podcast(category, limit=10)
    if not posts:
        print(f"[Podcast] No qualifying posts for {category}")
        return {"status": "error", "message": "Not enough posts yet."}

    # 2 — build script
    print(f"[Podcast] Writing script with {len(posts)} posts...")
    script = build_podcast_script(category, posts)

    # 3 — parse script
    sections = parse_script(script)
    if not sections:
        return {"status": "error", "message": "Script generation failed."}

    voice = PERSONAS[category]["voice"]

    # 4 — TTS each section (with caching)
    segment_paths: dict[str, Path] = {}
    for key, raw_text in sections.items():
        clean_text = strip_emotion_tags(raw_text)
        if not clean_text.strip():
            continue

        cache_path = get_segment_cache_path(category, clean_text)

        if cache_path.exists():
            print(f"[Podcast] Cache hit: {key}")
            segment_paths[key] = cache_path
        else:
            print(f"[Podcast] Synthesizing: {key} ({len(clean_text)} chars)")
            audio_bytes = synthesize_segment(clean_text, voice=voice, category=category)
            if audio_bytes:
                cache_path.write_bytes(audio_bytes)
                segment_paths[key] = cache_path
            else:
                print(f"[Podcast] TTS failed for section: {key} — skipping")

    if not segment_paths:
        return {"status": "error", "message": "TTS synthesis failed for all sections."}

    # 5 — mix episode
    print(f"[Podcast] Mixing {len(segment_paths)} segments...")
    try:
        out_path = mix_episode(sections, segment_paths, category)
    except Exception as e:
        print(f"[Podcast] Mix error: {e}")
        out_path = _fallback_copy(segment_paths, category)

    # 6 — save to DB
    relative_path = str(out_path.relative_to(BASE_DIR))
    save_podcast(category, script, relative_path, len(posts))

    print(f"[Podcast] Done: {out_path}")
    return {"status": "ready", "audio_path": relative_path, "post_count": len(posts)}