dayuian commited on
Commit
35b16c8
·
verified ·
1 Parent(s): 602ea6e

Update sentiment.py

Browse files
Files changed (1) hide show
  1. sentiment.py +11 -10
sentiment.py CHANGED
@@ -1,25 +1,26 @@
1
  import requests
2
  import logging
3
- from config import HEADERS
4
 
5
  # 設定 logging
6
- logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
7
 
8
- CURRENT_MODEL = "cardiffnlp/twitter-xlm-roberta-base-sentiment"
9
  API_URL = f"https://api-inference.huggingface.co/models/{CURRENT_MODEL}"
10
 
11
- def analyze_sentiment(text, model_id=None):
 
12
  global CURRENT_MODEL, API_URL
13
 
14
- if model_id and model_id != CURRENT_MODEL:
15
- CURRENT_MODEL = model_id
16
  API_URL = f"https://api-inference.huggingface.co/models/{CURRENT_MODEL}"
17
- logging.info(f" 重新載入模型: {CURRENT_MODEL}")
18
 
19
  try:
20
- logging.info(" 發送 API 請求...")
21
  response = requests.post(API_URL, headers=HEADERS, json={"inputs": text})
22
- response.raise_for_status() # 檢查 HTTP 狀態碼
23
  result = response.json()
24
  logging.info(f"✅ API 回應: {result}")
25
 
@@ -41,4 +42,4 @@ def analyze_sentiment(text, model_id=None):
41
  return f"❌ **字典鍵錯誤**: {str(e)}", 0.0
42
  except Exception as e:
43
  logging.error(f"❌ 未知錯誤: {e}")
44
- return f"❌ **未知錯誤**: {str(e)}", 0.0
 
1
  import requests
2
  import logging
3
+ from config import HEADERS, MODEL_OPTIONS, DEFAULT_MODEL
4
 
5
  # 設定 logging
6
+ logging.basicConfig(level=logging.INFO, format="%(asctime)s - %(levelname)s - %(message)s")
7
 
8
+ CURRENT_MODEL = DEFAULT_MODEL
9
  API_URL = f"https://api-inference.huggingface.co/models/{CURRENT_MODEL}"
10
 
11
+ # 📌 呼叫 Hugging Face API 進行情緒分析
12
+ def analyze_sentiment(text, model_name=None):
13
  global CURRENT_MODEL, API_URL
14
 
15
+ if model_name and MODEL_OPTIONS[model_name] != CURRENT_MODEL:
16
+ CURRENT_MODEL = MODEL_OPTIONS[model_name]
17
  API_URL = f"https://api-inference.huggingface.co/models/{CURRENT_MODEL}"
18
+ logging.info(f"🔄 切換模型: {CURRENT_MODEL}")
19
 
20
  try:
21
+ logging.info("🚀 發送 API 請求...")
22
  response = requests.post(API_URL, headers=HEADERS, json={"inputs": text})
23
+ response.raise_for_status()
24
  result = response.json()
25
  logging.info(f"✅ API 回應: {result}")
26
 
 
42
  return f"❌ **字典鍵錯誤**: {str(e)}", 0.0
43
  except Exception as e:
44
  logging.error(f"❌ 未知錯誤: {e}")
45
+ return f"❌ **未知錯誤**: {str(e)}", 0.0