#!/usr/bin/env bash
# Eval v14: inference + Track 2 + Track 4 + visual score milestones.
#
# v14 changes vs v13:
#   - Train from scratch (60 epochs, không resume)
#   - Exclude non-segmented slap (R_1000_slap, R_500_slap, S_500_slap) cả
#     training lẫn eval
#   - 42,683 records, 29 sensors
#
# Usage:
#   bash sifq/scripts/run_eval_v14.sh

set -euo pipefail

REPO_ROOT="/home/aiserver/works/fingerprint"
VENV="$REPO_ROOT/.venv"
CKPT="$REPO_ROOT/sifq/checkpoints_full_v14/last.pt"
SCORES="$REPO_ROOT/sifq/eval_results/sifq_scores_v14.jsonl"
OUTDIR="$REPO_ROOT/sifq/eval_results/v14"
EXCLUDE="R_1000_slap,R_500_slap,S_500_slap"

source "$VENV/bin/activate"
cd "$REPO_ROOT"

mkdir -p "$OUTDIR"

# ── Inference ──────────────────────────────────────────────────────────────
if [[ ! -f "$SCORES" ]]; then
    echo "[eval_v14] Running inference on $CKPT ..."
    python sifq/scripts/run_infer.py \
        --checkpoint "$CKPT" \
        --exclude-sensor "$EXCLUDE" \
        --output "$SCORES"
    echo "[eval_v14] Inference done: $SCORES"
else
    echo "[eval_v14] Scores file already exists: $SCORES (skipping inference)"
fi

# ── Evaluation (Track 2 + Track 4) ────────────────────────────────────────
echo "[eval_v14] Running evaluation (Track 2 + Track 4, exclude: $EXCLUDE)..."
python sifq/scripts/run_eval.py \
    --sifq-scores "$SCORES" \
    --checkpoint  "$CKPT" \
    --out-dir     "$OUTDIR" \
    --exclude-sensor "$EXCLUDE" \
    --skip-track1

echo "[eval_v14] Eval done. Results in $OUTDIR"

# ── Visual score milestones ────────────────────────────────────────────────
echo "[eval_v14] Generating score milestone samples..."
python sifq/visualize_score_milestones.py \
    --scores  "$SCORES" \
    --output  "$OUTDIR/milestone_samples.png" \
    --n_buckets 8

echo "[eval_v14] Milestone image: $OUTDIR/milestone_samples.png"

echo ""
echo "=== SUMMARY ==="
cat "$OUTDIR/eval_summary.json"