fix missing files and business logic

Dockerfile

@@ -1 +1,20 @@
 FROM python:3.10-slim
+
+WORKDIR /app
+
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY . .
+
+# Create necessary directories
+RUN mkdir -p state business
+
+# Copy or create necessary files
+RUN if [ ! -f "state/health.json" ] && [ -f "state.json" ]; then \
+        cp state.json state/health.json; \
+    fi
+
+EXPOSE 7860
+
+CMD ["python", "app.py"]

app.py

@@ -1,25 +1,80 @@
 import gradio as gr, json, yaml
 from pathlib import Path
+
 def load_health():
-    try: return json.loads(Path('state/health.json').read_text())
-    except: return {'overall':'unknown'}
+    try: 
+        # Try the expected path first
+        if Path('state/health.json').exists():
+            return json.loads(Path('state/health.json').read_text())
+        # Fall back to the existing state.json file
+        elif Path('state.json').exists():
+            return json.loads(Path('state.json').read_text())
+        else:
+            return {'overall':'unknown'}
+    except: 
+        return {'overall':'unknown'}
+
 def load_verticals():
-    cfg = yaml.safe_load(Path('business/impact.yaml').read_text())
-    return list(cfg['verticals'].keys()), cfg
+    try:
+        cfg = yaml.safe_load(Path('business/impact.yaml').read_text())
+        return list(cfg['verticals'].keys()), cfg
+    except:
+        # Fallback configuration if file doesn't exist
+        default_cfg = {
+            'verticals': {
+                'fraud_detection': {
+                    'kpis': ['precision', 'recall', 'f1_score'],
+                    'scenarios': ['payment_fraud', 'account_takeover', 'identity_theft']
+                },
+                'content_moderation': {
+                    'kpis': ['accuracy', 'response_time', 'false_positive_rate'],
+                    'scenarios': ['spam_detection', 'hate_speech', 'inappropriate_content']
+                },
+                'supply_chain_risk': {
+                    'kpis': ['risk_score', 'coverage', 'detection_rate'],
+                    'scenarios': ['vendor_risk', 'logistics_disruption', 'quality_issues']
+                }
+            }
+        }
+        return list(default_cfg['verticals'].keys()), default_cfg
+
 def score(vertical, freshness):
-    h=load_health(); 
-    if h.get('overall')!='pass': return f'❌ Policy block. Health={h}'
-    base={'fraud_detection':0.87,'content_moderation':0.12,'supply_chain_risk':0.42}.get(vertical,0.5)
-    if float(freshness)>60: return '❌ Freshness>60 → block'
+    h = load_health()
+    if h.get('overall') != 'pass': 
+        return f'❌ Policy block. Health={h}'
+    
+    base = {
+        'fraud_detection': 0.87,
+        'content_moderation': 0.12,
+        'supply_chain_risk': 0.42
+    }.get(vertical, 0.5)
+    
+    if float(freshness) > 60: 
+        return '❌ Freshness>60 → block'
+    
     return f'✅ Allowed. score≈{base:.2f}, health={h}'
+
 def business(vertical):
-    _,cfg=load_verticals(); v=cfg['verticals'][vertical]
-    return json.dumps({'kpis':v['kpis'],'scenarios':v['scenarios']}, indent=2)
-verts,_=load_verticals()
+    _, cfg = load_verticals()
+    v = cfg['verticals'][vertical]
+    return json.dumps({'kpis': v['kpis'], 'scenarios': v['scenarios']}, indent=2)
+
+# Initialize
+verts, _ = load_verticals()
+
 with gr.Blocks() as demo:
     gr.Markdown('# Amazon-Style Risk Pipeline — Multi-Vertical Demo')
-    v=gr.Dropdown(choices=verts, value=verts[0])
-    f=gr.Number(value=12, label='freshness_sec')
-    out=gr.Textbox(); biz=gr.Code(language='json')
-    gr.Row([gr.Button('Score').click(score,[v,f],out), gr.Button('Load Business').click(business,v,biz)])
-demo.launch()
+    v = gr.Dropdown(choices=verts, value=verts[0], label="Vertical")
+    f = gr.Number(value=12, label='freshness_sec')
+    out = gr.Textbox(label="Score Result")
+    biz = gr.Code(language='json', label="Business Config")
+    
+    with gr.Row():
+        score_btn = gr.Button('Score')
+        business_btn = gr.Button('Load Business')
+    
+    score_btn.click(score, [v, f], out)
+    business_btn.click(business, v, biz)
+
+if __name__ == "__main__":
+    demo.launch(server_name="0.0.0.0", server_port=7860)

impact.yaml

@@ -0,0 +1,39 @@
+verticals:
+  fraud_detection:
+    kpis:
+      - precision
+      - recall
+      - f1_score
+      - false_positive_rate
+    scenarios:
+      - payment_fraud
+      - account_takeover
+      - identity_theft
+      - synthetic_identity
+      - card_not_present
+    
+  content_moderation:
+    kpis:
+      - accuracy
+      - response_time
+      - false_positive_rate
+      - coverage
+    scenarios:
+      - spam_detection
+      - hate_speech
+      - inappropriate_content
+      - misinformation
+      - adult_content
+    
+  supply_chain_risk:
+    kpis:
+      - risk_score
+      - coverage
+      - detection_rate
+      - time_to_detect
+    scenarios:
+      - vendor_risk
+      - logistics_disruption
+      - quality_issues
+      - regulatory_compliance
+      - geopolitical_risk

state.json

@@ -3,5 +3,12 @@
   "quality_status": "pass",
   "drift_status": "pass",
   "privacy_status": "pass",
-  "policy_status": "pass"
+  "policy_status": "pass",
+  "last_updated": "2025-01-20T10:30:00Z",
+  "metrics": {
+    "data_quality_score": 0.95,
+    "drift_detection_score": 0.88,
+    "privacy_compliance_score": 1.0,
+    "policy_compliance_score": 0.97
+  }
 }