codingcoolfun9ed commited on
Commit
3f069ee
·
verified ·
1 Parent(s): 28ef9e9

double pasted from my ide 😀

Files changed (1) hide show
  1. app.py +1 -51
app.py CHANGED
@@ -51,54 +51,4 @@ def predict():
51
  if __name__ == '__main__':
52
  print("starting ensemble api server", flush=True)
53
  print("loading models on first request...", flush=True)
54
- app.run(host='0.0.0.0', port=5000, debug=False)from flask import Flask, request, jsonify
55
- from flask_cors import CORS
56
- import os
57
- import sys
58
-
59
- sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
60
- from api.predict import predict_review
61
-
62
- app = Flask(__name__)
63
- CORS(app)
64
-
65
- @app.route('/health', methods=['GET'])
66
- def health():
67
- return jsonify({"status": "ok"}), 200
68
-
69
- @app.route('/predict', methods=['POST'])
70
- def predict():
71
- try:
72
- data = request.get_json()
73
-
74
- if not data or 'text' not in data:
75
- return jsonify({"error": "missing 'text' field"}), 400
76
-
77
- reviewText = data['text']
78
-
79
- if not isinstance(reviewText, str):
80
- return jsonify({"error": "'text' must be a string"}), 400
81
-
82
- if len(reviewText.strip()) == 0:
83
- return jsonify({"error": "text cannot be empty"}), 400
84
-
85
- result = predict_review(reviewText)
86
-
87
- return jsonify({
88
- "prediction": result['prediction'],
89
- "confidence": result['confidence'],
90
- "is_fake": result['is_fake'],
91
- "model_agreement": result['model_agreement'],
92
- "fake_probability": result['fake_probability'],
93
- "genuine_probability": result['genuine_probability'],
94
- "length_category": result['length_category'],
95
- "token_count": result['token_count']
96
- }), 200
97
-
98
- except Exception as e:
99
- return jsonify({"error": str(e)}), 500
100
-
101
- if __name__ == '__main__':
102
- print("starting ensemble api server")
103
- print("loading models on first request...")
104
- app.run(host='0.0.0.0', port=5000, debug=False)
 
51
  if __name__ == '__main__':
52
  print("starting ensemble api server", flush=True)
53
  print("loading models on first request...", flush=True)
54
+ app.run(host='0.0.0.0', port=5000, debug=False)from flask import Flask, request, jsonify