Spaces:
Sleeping
Sleeping
| """ | |
| HaramGuard — Central Configuration | |
| ===================================== | |
| Edit this file to tune thresholds without touching agent code. | |
| """ | |
| import os | |
| # ── API Keys ───────────────────────────────────────────────────────── | |
| GROQ_API_KEY = os.getenv('GROQ_API_KEY', 'Secret') | |
| ANTHROPIC_KEY = os.getenv('ANTHROPIC_KEY', 'YOUR_ANTHROPIC_KEY_HERE') | |
| # ── Paths ───────────────────────────────────────────────────────────── | |
| VIDEO_PATH = 'hajj_real_video.mp4' | |
| DB_PATH = 'outputs/hajjflow_rt.db' | |
| MODEL_PATH = 'yolo11l.pt' # swap to 'yolov8x.pt' for better detection | |
| # ── PerceptionAgent ─────────────────────────────────────────────────── | |
| PERCEPTION_MAX_PERSONS = 500 | |
| PERCEPTION_MAX_DENSITY = 50.0 | |
| PERCEPTION_CONF = 0.12 | |
| PERCEPTION_IOU = 0.5 | |
| PERCEPTION_IMGSZ = 1024 | |
| # ── RiskAgent ───────────────────────────────────────────────────────── | |
| # Single-camera partial-view calibration: | |
| # Camera sees near crowd first, far crowd later → peak across window is | |
| # more representative than instantaneous count. | |
| # Metric: EMA of per-frame peak (sliding-peak + exponential smoothing). | |
| # | |
| # Observed range from 17-frame demo: ~7–70 persons | |
| # Thresholds chosen so the demo naturally traverses LOW→MEDIUM→HIGH: | |
| # LOW : peak_ema < 20 (sparse, camera sees near edge only) | |
| # MEDIUM : 20–49 (moderate, mid-crowd visible) | |
| # HIGH : ≥ 50 (dense, full crowd fills frame) | |
| RISK_WINDOW_SIZE = 17 # match demo frame count — window = one full demo loop | |
| RISK_HIGH_THRESHOLD = 0.65 # score >= 0.65 → HIGH (≈ peak_ema ≥ 50 persons) | |
| RISK_MED_THRESHOLD = 0.35 # score >= 0.35 → MEDIUM (≈ peak_ema ≥ 20 persons) | |
| RISK_HIGH_DENSITY = 1.0 # kept for compression calc | |
| RISK_HIGH_COUNT = 50 # normalizer: peak_ema / HIGH_COUNT → score 0–1 | |
| RISK_EMA_ALPHA = 0.6 # raised from 0.4 — faster reaction to crowd changes | |
| # Fruin LoS-calibrated weights (Fruin 1971 + UQU Haram research) | |
| # W_DENSITY raised 0.50→0.60: fixes structural ceiling bug where HIGH was unreachable | |
| # Old weights (0.65/0.15/0.10/0.07/0.03) used by RiskAgent directly — now agent owns them | |
| RISK_W_DENSITY = 0.60 # Fruin count-based primary (c_score=1.0 → 0.60 > HIGH_THRESHOLD) | |
| RISK_W_SPACING = 0.10 # physical spacing between persons | |
| RISK_W_TREND = 0.10 # rising/stable/falling (ROC handled inside agent) | |
| RISK_W_COMPRESSION = 0.10 # crowd compression | |
| RISK_W_FLOW = 0.00 # flow velocity (disabled — noisy without optical flow) | |
| RISK_W_DISTRIBUTION = 0.00 # spatial distribution (replaced by grid-based Path 4) | |
| RISK_SPACING_REF = 120.0 # px — comfortable spacing | |
| # ── ReflectionAgent ─────────────────────────────────────────────────── | |
| REFLECTION_BIAS_WINDOW = 10 # reduced: 17-frame loop, catch bias faster | |
| REFLECTION_CROWD_LOW_THRESH = 15 # chronic LOW suspicious above 15 persons | |
| REFLECTION_HIGH_CROWD_THRESH = 50 # 50+ persons but LOW → upgrade to MEDIUM | |
| REFLECTION_OVER_EST_THRESH = 15 # HIGH risk but <15 persons → downgrade | |
| # ── OperationsAgent ─────────────────────────────────────────────────── | |
| OPS_RATE_LIMIT_SEC = 60 # reduced: 1 min cooldown (pipeline is slow, 5min was too long) | |
| OPS_P0_SCORE = 0.65 # aligned with RISK_HIGH_THRESHOLD | |
| OPS_P1_SCORE = 0.35 # aligned with RISK_MED_THRESHOLD | |
| # ── API Server ───────────────────────────────────────────────────────── | |
| API_PORT = 8000 |