#!/bin/bash
# AI Profile Router – Installation/Update auf dem Zielsystem.
# Wird als root auf dem Zielsystem ausgeführt (per SSH, vgl. deploy.sh).
# Erwartet ai_profile_router.py, image_worker.py, xtts_worker.py,
# mike-ai-profile-router.service und mike-ai-xtts.service im selben
# Verzeichnis wie dieses Skript.
set -euo pipefail

DIR="$(cd "$(dirname "$0")" && pwd)"
INSTALL_DIR=/opt/mike-ai/ai-profile-router
SERVICE=mike-ai-profile-router.service
XTTS_SERVICE=mike-ai-xtts.service
WHISPER_SERVICE=mike-ai-whisper.service
OLD_SERVICE=mike-ai-local-llm-router.service
OLD_DIR=/opt/mike-ai/local-llm-router
BACKUP_DIR=/opt/mike-ai/.backup-ai-profile-router-$(date +%Y%m%d-%H%M%S)
VENV="$INSTALL_DIR/venv"
MODEL_DIR=/opt/mike-ai/models/FLUX.2-klein-base-4B
IMAGE_DIR="$INSTALL_DIR/images"
XTTS_VENV=/opt/mike-ai/xtts/venv
XTTS_CACHE=/opt/mike-ai/xtts/.cache

echo "== AI Profile Router: Installation/Update =="

# --- 1. Bestehenden (alten) Router entfernen, mit Backup -------------------
if [ -f "/etc/systemd/system/${OLD_SERVICE}" ]; then
  echo "-- Entferne alten Router ${OLD_SERVICE} (Backup: ${BACKUP_DIR})"
  mkdir -p "$BACKUP_DIR"
  systemctl stop "$OLD_SERVICE" 2>/dev/null || true
  systemctl disable "$OLD_SERVICE" 2>/dev/null || true
  mv "/etc/systemd/system/${OLD_SERVICE}" "$BACKUP_DIR/"
  if [ -d "$OLD_DIR" ]; then
    mv "$OLD_DIR" "$BACKUP_DIR/local-llm-router"
  fi
else
  echo "-- Kein alter Router gefunden"
fi

# --- 2. Neue Dateien installieren -------------------------------------------
mkdir -p "$INSTALL_DIR" "$IMAGE_DIR"
install -m 0755 "$DIR/ai_profile_router.py" "$INSTALL_DIR/ai_profile_router.py"
install -m 0755 "$DIR/image_worker.py" "$INSTALL_DIR/image_worker.py"
install -m 0755 "$DIR/xtts_worker.py" "$INSTALL_DIR/xtts_worker.py"
install -m 0755 "$DIR/stt_worker.py" "$INSTALL_DIR/stt_worker.py"
install -m 0644 "$DIR/${SERVICE}" "/etc/systemd/system/${SERVICE}"
install -m 0644 "$DIR/${XTTS_SERVICE}" "/etc/systemd/system/${XTTS_SERVICE}"
install -m 0644 "$DIR/${WHISPER_SERVICE}" "/etc/systemd/system/${WHISPER_SERVICE}"

# --- 3. Python-Venv mit Bild-Abhängigkeiten ---------------------------------
if [ ! -x "$VENV/bin/python" ]; then
  echo "-- Erstelle Python-Venv in $VENV"
  python3 -m venv "$VENV"
fi
echo "-- Installiere/aktualisiere Bild-Abhängigkeiten (torch, diffusers, ...)"
"$VENV/bin/pip" install --quiet --upgrade pip
"$VENV/bin/pip" install --quiet \
  torch \
  diffusers \
  transformers \
  accelerate

# --- 4. FLUX-Modell (nur wenn noch nicht vorhanden) --------------------------
if [ -f "$MODEL_DIR/model_index.json" ]; then
  echo "-- FLUX-Modell vorhanden: $MODEL_DIR"
else
  echo "-- Lade FLUX.2-klein-base-4B nach $MODEL_DIR (kann dauern)"
  "$VENV/bin/python" - <<'PY'
import os
from huggingface_hub import snapshot_download
snapshot_download(
    repo_id="black-forest-labs/FLUX.2-klein-base-4B",
    local_dir="/opt/mike-ai/models/FLUX.2-klein-base-4B",
    local_dir_use_symlinks=False,
)
print("Modell-Download abgeschlossen")
PY
fi

# --- 5. TTS (XTTS-v2) ----------------------------------------------------------
# XTTS-Venv (Python 3.11 via uv + CPU-only torch + Coqui TTS)
if [ ! -x "$XTTS_VENV/bin/python" ]; then
  echo "-- Erstelle XTTS-Venv in $XTTS_VENV (Python 3.11 via uv)"
  mkdir -p "$XTTS_VENV"
  # uv installieren (falls noch nicht vorhanden)
  if ! command -v uv >/dev/null 2>&1; then
    curl -LsSf https://astral.sh/uv/install.sh | sh
    export PATH="$HOME/.local/bin:$PATH"
  fi
  uv venv --python 3.11 "$XTTS_VENV"
  "$XTTS_VENV/bin/pip" install --quiet --upgrade pip
  echo "-- Installiere CPU-only torch"
  "$XTTS_VENV/bin/pip" install --quiet torch torchaudio \
    --index-url https://download.pytorch.org/whl/cpu
  echo "-- Installiere Coqui TTS + Abhängigkeiten"
  "$XTTS_VENV/bin/pip" install --quiet \
    TTS==0.22.0 transformers==4.40.2 tokenizers==0.19.1 \
    huggingface-hub==0.36.2 librosa soundfile
  # PyTorch 2.6+ weights_only-Patch für Coqui TTS
  echo "-- Wende weights_only-Patch für Coqui TTS an"
  "$XTTS_VENV/bin/python" - <<'PY'
import os
patch_file = os.path.expanduser("/opt/mike-ai/xtts/venv/lib/python3.11/site-packages/TTS/utils/io.py")
with open(patch_file, 'r') as f:
    content = f.read()
if 'weights_only=False' not in content:
    content = content.replace(
        'return torch.load(f, map_location=map_location, **kwargs)',
        'return torch.load(f, map_location=map_location, weights_only=False, **kwargs)'
    )
    with open(patch_file, 'w') as f:
        f.write(content)
    print("Patch angewendet")
else:
    print("Patch bereits vorhanden")
PY
fi

# XTTS-v2-Modell (nur wenn noch nicht vorhanden)
if [ ! -d "$XTTS_CACHE/hub/models--coqui--tts_models--multilingual--multi-dataset--xtts_v2" ]; then
  echo "-- Lade XTTS-v2-Modell (kann dauern, ~1.9 GB)"
  "$XTTS_VENV/bin/python" - <<'PY'
import os
os.environ["HF_HOME"] = "/opt/mike-ai/xtts/.cache"
from TTS.api import TTS
tts = TTS("tts_models/multilingual/multi-dataset/xtts_v2")
print("Modell geladen")
PY
fi

# --- 6. Services aktivieren und starten ---------------------------------------
systemctl daemon-reload
systemctl enable "$SERVICE" "$XTTS_SERVICE" "$WHISPER_SERVICE"
systemctl restart "$XTTS_SERVICE"
systemctl restart "$WHISPER_SERVICE"
systemctl restart "$SERVICE"

# --- 7. Verifikation ----------------------------------------------------------
sleep 1
if ! systemctl is-active --quiet "$SERVICE"; then
  echo "-- FEHLER: Router-Service läuft nicht" >&2
  journalctl -u "$SERVICE" -n 20 --no-pager >&2
  exit 1
fi
echo "-- Router-Service läuft"
if ! systemctl is-active --quiet "$XTTS_SERVICE"; then
  echo "-- FEHLER: XTTS-Service läuft nicht" >&2
  journalctl -u "$XTTS_SERVICE" -n 20 --no-pager >&2
  exit 1
fi
echo "-- XTTS-Service läuft"
if ! systemctl is-active --quiet "$WHISPER_SERVICE"; then
  echo "-- FEHLER: Whisper-Service läuft nicht" >&2
  journalctl -u "$WHISPER_SERVICE" -n 20 --no-pager >&2
  exit 1
fi
echo "-- Whisper-Service läuft"
curl -sf "http://127.0.0.1:8081/status" | python3 -m json.tool
echo "== Fertig =="