Add validation module.

Chatbot/QuestionAnswering/qaBase.py

@@ -64,14 +64,14 @@ def getCustomQA(self, sentence, api_key, threshold=50):
         #i.e IMPLEMENT getUserQA(api_key)
         #customqa_list = json.loads(getUserQA(api_key))
 
-        data = '[{"Question":"你媽長得像魚人","Answers":["你媽也長得像魚人","你比痲瘋地精還臭"]}]'
+        data = '[{"question": "你好嗎?","answers": ["很好","不太好"]},{"question": "吃飽了沒?","answers": ["正要吃","剛吃飽"]}]'
         customqa_list = json.loads(data)
 
         # Load question to a list.
-        q_list = [qa["Question"] for qa in customqa_list]
+        q_list = [qa["question"] for qa in customqa_list]
         #TODO  customized threshold.
         title,index = self.matcher.match(sentence,custom_title=q_list)
         sim = self.matcher.getSimilarity()
         if sim < threshold:
             return None,0
-        return customqa_list[index]["Answers"][random.randrange(0,len(customqa_list[index]["Answers"]))],sim
+        return customqa_list[index]["answers"][random.randrange(0,len(customqa_list[index]["answers"]))],sim

Chatbot/Validation/__init__.py

@@ -0,0 +1,3 @@
+import os
+import sys
+sys.path.append(os.path.dirname(__file__))

Chatbot/Validation/validate.py

@@ -0,0 +1,44 @@
+
+class Validator(object):
+
+    """
+    用於驗證預設匹配結果與實際匹配結果是否有不同
+    """
+
+    def __init__(self):
+        self.paths = []
+        self.sentences = []
+
+    def loadValiadationData(self, paths_datapath, sentences_datapath):
+
+        self.loadPaths(paths_datapath)
+        self.loadSentences(sentences_datapath)
+
+    def loadPaths(self, path):
+        with open(path,'r',encoding='utf-8') as input:
+            self.paths = [line.strip('\n') for line in input]
+
+    def loadSentences(self, path):
+        with open(path,'r',encoding='utf-8') as input:
+            self.sentences = [line.strip('\n') for line in input]
+
+    def valiate(self, match):
+
+        """
+        驗證預設分類結果與實際分類結果
+
+        Args:
+            # match:用於比對的函式，建議採用 console.match，該函式
+            # 需要回傳匹配路徑與匹配相似度
+
+        Return : 誤分點的表列
+        """
+
+        miss = 0
+
+        for i in range(0,len(self.sentences)):
+            for sentence in self.sentences:
+                sim,path = match(sentence)
+                if path != self.paths[i]:
+                    miss += 1
+                    print("在'%s'中,預期為 %s,實際為 %s" % (sentence,self.paths[i],path))

Chatbot/task_modules/medicine/medicine.py

@@ -178,6 +178,8 @@ def pattern_match(self, subject, description):
             return "胃痛"
         elif subject=="腹部" and description == "痛推理":
             return "腹痛"
+        elif subject=="腹部" and description == "不舒服推理":
+            return "腹脹"
         elif subject=="腹部" and description == "瀉推理":
             return "腹瀉"
         elif subject=="心臟" and description == "痛推理":

Chatbot/task_modules/other/stock.py

@@ -9,7 +9,7 @@ class Stock(object):
 	def __init__(self, console):
 		self.console  = console
 		self.is_close = False
-		
+    
 	def get_response(self,user_input, domain, target):
 		"""
 		Return: