Hamza-cpp commited on
Commit
5f05a96
·
1 Parent(s): cc345c9

loggin added

Browse files
Files changed (1) hide show
  1. app.py +7 -4
app.py CHANGED
@@ -1,18 +1,20 @@
1
  import os
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  import time
 
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  from flask import Flask, request, jsonify
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  from transformers import AutoTokenizer, AutoModelForSeq2SeqLM, pipeline
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  from flores200_codes import flores_codes
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  app = Flask(__name__)
8
 
 
9
 
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  def load_models():
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  model_name_dict = {"nllb-distilled-600M": "facebook/nllb-200-distilled-600M"}
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  model_dict = {}
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  for call_name, real_name in model_name_dict.items():
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- print(f"\tLoading model: {call_name}")
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  model = AutoModelForSeq2SeqLM.from_pretrained(real_name)
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  tokenizer = AutoTokenizer.from_pretrained(real_name)
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  model_dict[call_name + "_model"] = model
@@ -20,19 +22,19 @@ def load_models():
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  return model_dict
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-
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  global model_dict
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  model_dict = load_models()
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-
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  @app.route("/api/translate", methods=["POST"])
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  def translate_text():
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  data = request.json
 
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  source_lang = data.get("source")
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  target_lang = data.get("target")
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  input_text = data.get("text")
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35
  if not source_lang or not target_lang or not input_text:
 
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  return jsonify({"error": "source, target, and text fields are required"}), 400
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  model_name = "nllb-distilled-600M"
@@ -41,6 +43,7 @@ def translate_text():
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  target = flores_codes.get(target_lang)
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  if not source or not target:
 
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  return jsonify({"error": "Invalid source or target language code"}), 400
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  model = model_dict[model_name + "_model"]
@@ -64,8 +67,8 @@ def translate_text():
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  "target": target_lang,
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  "result": output_text,
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  }
 
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  return jsonify(result)
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-
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  if __name__ == "__main__":
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  app.run(host="0.0.0.0", port=5000, debug=True)
 
1
  import os
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  import time
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+ import logging
4
  from flask import Flask, request, jsonify
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  from transformers import AutoTokenizer, AutoModelForSeq2SeqLM, pipeline
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  from flores200_codes import flores_codes
7
 
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  app = Flask(__name__)
9
 
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+ logging.basicConfig(level=logging.DEBUG)
11
 
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  def load_models():
13
  model_name_dict = {"nllb-distilled-600M": "facebook/nllb-200-distilled-600M"}
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  model_dict = {}
15
 
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  for call_name, real_name in model_name_dict.items():
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+ logging.info(f"\tLoading model: {call_name}")
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  model = AutoModelForSeq2SeqLM.from_pretrained(real_name)
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  tokenizer = AutoTokenizer.from_pretrained(real_name)
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  model_dict[call_name + "_model"] = model
 
22
 
23
  return model_dict
24
 
 
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  global model_dict
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  model_dict = load_models()
27
 
 
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  @app.route("/api/translate", methods=["POST"])
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  def translate_text():
30
  data = request.json
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+ logging.debug(f"Received data: {data}")
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  source_lang = data.get("source")
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  target_lang = data.get("target")
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  input_text = data.get("text")
35
 
36
  if not source_lang or not target_lang or not input_text:
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+ logging.error("Missing fields in the request")
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  return jsonify({"error": "source, target, and text fields are required"}), 400
39
 
40
  model_name = "nllb-distilled-600M"
 
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  target = flores_codes.get(target_lang)
44
 
45
  if not source or not target:
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+ logging.error("Invalid source or target language code")
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  return jsonify({"error": "Invalid source or target language code"}), 400
48
 
49
  model = model_dict[model_name + "_model"]
 
67
  "target": target_lang,
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  "result": output_text,
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  }
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+ logging.debug(f"Translation result: {result}")
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  return jsonify(result)
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73
  if __name__ == "__main__":
74
  app.run(host="0.0.0.0", port=5000, debug=True)