Update /nlu endpoint to handle multiple input types

app.py

@@ -1,6 +1,7 @@
 """FastAPI endpoint
 To run locally use 'uvicorn app:app --host localhost --port 7860'
 """
+import re
 
 from fastapi import FastAPI, Request
 from fastapi.responses import JSONResponse
@@ -65,22 +66,38 @@ async def evaluate_user_message_with_nlu_api(request: Request):
     message_data = data_dict.get('message_data', '')
     message_text = message_data['message']['text']['body']
 
-    # Handles if a student answer is already an integer or a float
+    # Handles if a student answer is already an integer or a float (ie., 8)
     if type(message_text) == int or type(message_text) == float:
         return JSONResponse(content={'type': 'integer', 'data': message_text})
 
-    # Checks the student answer and returns an integer
-    int_api_resp = text2int(message_text.lower())
+    # Removes whitespace and converts str to arr to handle multiple numbers
+    message_text_arr = re.split(", |,| ", message_text.strip())
+
+    # Handle if a student answer is a string of numbers (ie., "8,9, 10")
+    if all(ele.isdigit() for ele in message_text_arr):
+        return JSONResponse(content={'type': 'integer', 'data': ','.join(message_text_arr)})
+
+    student_response_arr = []
+
+    for student_response in message_text_arr:
+        # Checks the student answer and returns an integer
+
+        int_api_resp = text2int(student_response.lower())
+        student_response_arr.append(int_api_resp)
 
     # '32202' is text2int's error code for non-integer student answers (ie., "I don't know")
-    if int_api_resp == 32202:
+    # If any part of the list is 32202, sentiment analysis will run
+    if 32202 in student_response_arr:
         sentiment_api_resp = sentiment(message_text)
         # [{'label': 'POSITIVE', 'score': 0.991188645362854}]
         sent_data_dict = {'type': 'sentiment', 'data': sentiment_api_resp[0]['label']}
-        return JSONResponse(content={'type': 'sentiment', 'data': 'negative'})
+        response_object = {'type': 'sentiment', 'data': 'negative'}
+    else:
+        if len(student_response_arr) > 1:
+            response_object = {'type': 'integer', 'data': ','.join(str(num) for num in student_response_arr)}
+        else:
+            response_object = {'type': 'integer', 'data': student_response_arr[0]}
 
     prepare_message_data_for_logging(message_data)
 
-    int_data_dict = {'type': 'integer', 'data': int_api_resp}
-
-    return JSONResponse(content=int_data_dict)
+    return JSONResponse(content=response_object)

scripts/make_request.py

@@ -74,6 +74,7 @@ print(request)
 
 json = b'{"message_data": {"message":{"_vnd":{"v1":{"author":{"id":57787919091,"name":"GT","type":"OWNER"},"card_uuid":null,"chat":{"assigned_to":{"id":"jhk151kl-hj42-3752-3hjk-h4jk6hjkk2","name":"Greg Thompson","type":"OPERATOR"},"contact_uuid":"j43hk26-2hjl-43jk-hnk2-k4ljl46j0ds09","inserted_at":"2022-07-05T04:00:34.033522Z","owner":"+57787919091","permalink":"https://app.turn.io/c/4kl209sd0-a7b8-2hj3-8563-3hu4a89b32","state":"OPEN","state_reason":"Re-opened by inbound message.","unread_count":14,"updated_at":"2023-01-10T02:37:28.487319Z","uuid":"4kl209sd0-a7b8-2hj3-8563-3hu4a89b32"},"direction":"inbound","faq_uuid":null,"in_reply_to":null,"inserted_at":"2023-01-10T02:37:28.477940Z","labels":[{"confidence":0.506479332,"metadata":{"nlu":{"confidence":0.506479332,"intent":"question","model_name":"nlu-general-spacy-ngrams-20191014"}},"uuid":"ha7890s2k-hjk2-2476-s8d9-fh9779a8a9ds","value":"Unclassified"}],"last_status":null,"last_status_timestamp":null,"on_fallback_channel":false,"rendered_content":null,"uuid":"s8df79zhws-h89s-hj23-7s8d-thb248d9bh2qn"}},"from":57787919091,"id":"hsjkthzZGehkzs09sijWA3","text":{"body":"eight"},"timestamp":1673318248,"type":"text"},"type":"message"}}\n'
 
+# eight > 8
 request = requests.post(url=
                         'http://localhost:7860/nlu',
                         data=json
@@ -82,7 +83,7 @@ print(request)
 
 json2 = b'{"message_data": {"message":{"_vnd":{"v1":{"author":{"id":57787919091,"name":"GT","type":"OWNER"},"card_uuid":null,"chat":{"assigned_to":{"id":"jhk151kl-hj42-3752-3hjk-h4jk6hjkk2","name":"Greg Thompson","type":"OPERATOR"},"contact_uuid":"j43hk26-2hjl-43jk-hnk2-k4ljl46j0ds09","inserted_at":"2022-07-05T04:00:34.033522Z","owner":"+57787919091","permalink":"https://app.turn.io/c/4kl209sd0-a7b8-2hj3-8563-3hu4a89b32","state":"OPEN","state_reason":"Re-opened by inbound message.","unread_count":14,"updated_at":"2023-01-10T02:37:28.487319Z","uuid":"4kl209sd0-a7b8-2hj3-8563-3hu4a89b32"},"direction":"inbound","faq_uuid":null,"in_reply_to":null,"inserted_at":"2023-01-10T02:37:28.477940Z","labels":[{"confidence":0.506479332,"metadata":{"nlu":{"confidence":0.506479332,"intent":"question","model_name":"nlu-general-spacy-ngrams-20191014"}},"uuid":"ha7890s2k-hjk2-2476-s8d9-fh9779a8a9ds","value":"Unclassified"}],"last_status":null,"last_status_timestamp":null,"on_fallback_channel":false,"rendered_content":null,"uuid":"s8df79zhws-h89s-hj23-7s8d-thb248d9bh2qn"}},"from":57787919091,"id":"hsjkthzZGehkzs09sijWA3","text":{"body":"eight, nine, ten"},"timestamp":1673318248,"type":"text"},"type":"message"}}\n'
 
-
+# "eight, nine, ten" > 8,9,10
 request = requests.post(url=
                         'http://localhost:7860/nlu',
                         data=json2
@@ -91,12 +92,22 @@ request = requests.post(url=
 print(request)
 
 
-json2 = b'{"message_data": {"message":{"_vnd":{"v1":{"author":{"id":57787919091,"name":"GT","type":"OWNER"},"card_uuid":null,"chat":{"assigned_to":{"id":"jhk151kl-hj42-3752-3hjk-h4jk6hjkk2","name":"Greg Thompson","type":"OPERATOR"},"contact_uuid":"j43hk26-2hjl-43jk-hnk2-k4ljl46j0ds09","inserted_at":"2022-07-05T04:00:34.033522Z","owner":"+57787919091","permalink":"https://app.turn.io/c/4kl209sd0-a7b8-2hj3-8563-3hu4a89b32","state":"OPEN","state_reason":"Re-opened by inbound message.","unread_count":14,"updated_at":"2023-01-10T02:37:28.487319Z","uuid":"4kl209sd0-a7b8-2hj3-8563-3hu4a89b32"},"direction":"inbound","faq_uuid":null,"in_reply_to":null,"inserted_at":"2023-01-10T02:37:28.477940Z","labels":[{"confidence":0.506479332,"metadata":{"nlu":{"confidence":0.506479332,"intent":"question","model_name":"nlu-general-spacy-ngrams-20191014"}},"uuid":"ha7890s2k-hjk2-2476-s8d9-fh9779a8a9ds","value":"Unclassified"}],"last_status":null,"last_status_timestamp":null,"on_fallback_channel":false,"rendered_content":null,"uuid":"s8df79zhws-h89s-hj23-7s8d-thb248d9bh2qn"}},"from":57787919091,"id":"hsjkthzZGehkzs09sijWA3","text":{"body":8},"timestamp":1673318248,"type":"text"},"type":"message"}}\n'
+json = b'{"message_data": {"message":{"_vnd":{"v1":{"author":{"id":57787919091,"name":"GT","type":"OWNER"},"card_uuid":null,"chat":{"assigned_to":{"id":"jhk151kl-hj42-3752-3hjk-h4jk6hjkk2","name":"Greg Thompson","type":"OPERATOR"},"contact_uuid":"j43hk26-2hjl-43jk-hnk2-k4ljl46j0ds09","inserted_at":"2022-07-05T04:00:34.033522Z","owner":"+57787919091","permalink":"https://app.turn.io/c/4kl209sd0-a7b8-2hj3-8563-3hu4a89b32","state":"OPEN","state_reason":"Re-opened by inbound message.","unread_count":14,"updated_at":"2023-01-10T02:37:28.487319Z","uuid":"4kl209sd0-a7b8-2hj3-8563-3hu4a89b32"},"direction":"inbound","faq_uuid":null,"in_reply_to":null,"inserted_at":"2023-01-10T02:37:28.477940Z","labels":[{"confidence":0.506479332,"metadata":{"nlu":{"confidence":0.506479332,"intent":"question","model_name":"nlu-general-spacy-ngrams-20191014"}},"uuid":"ha7890s2k-hjk2-2476-s8d9-fh9779a8a9ds","value":"Unclassified"}],"last_status":null,"last_status_timestamp":null,"on_fallback_channel":false,"rendered_content":null,"uuid":"s8df79zhws-h89s-hj23-7s8d-thb248d9bh2qn"}},"from":57787919091,"id":"hsjkthzZGehkzs09sijWA3","text":{"body":8},"timestamp":1673318248,"type":"text"},"type":"message"}}\n'
+
+# 8 > 8
+request = requests.post(url=
+                        'http://localhost:7860/nlu',
+                        data=json
+                        ).json()
+
+print(request)
 
+json = b'{"message_data": {"message":{"_vnd":{"v1":{"author":{"id":57787919091,"name":"GT","type":"OWNER"},"card_uuid":null,"chat":{"assigned_to":{"id":"jhk151kl-hj42-3752-3hjk-h4jk6hjkk2","name":"Greg Thompson","type":"OPERATOR"},"contact_uuid":"j43hk26-2hjl-43jk-hnk2-k4ljl46j0ds09","inserted_at":"2022-07-05T04:00:34.033522Z","owner":"+57787919091","permalink":"https://app.turn.io/c/4kl209sd0-a7b8-2hj3-8563-3hu4a89b32","state":"OPEN","state_reason":"Re-opened by inbound message.","unread_count":14,"updated_at":"2023-01-10T02:37:28.487319Z","uuid":"4kl209sd0-a7b8-2hj3-8563-3hu4a89b32"},"direction":"inbound","faq_uuid":null,"in_reply_to":null,"inserted_at":"2023-01-10T02:37:28.477940Z","labels":[{"confidence":0.506479332,"metadata":{"nlu":{"confidence":0.506479332,"intent":"question","model_name":"nlu-general-spacy-ngrams-20191014"}},"uuid":"ha7890s2k-hjk2-2476-s8d9-fh9779a8a9ds","value":"Unclassified"}],"last_status":null,"last_status_timestamp":null,"on_fallback_channel":false,"rendered_content":null,"uuid":"s8df79zhws-h89s-hj23-7s8d-thb248d9bh2qn"}},"from":57787919091,"id":"hsjkthzZGehkzs09sijWA3","text":{"body":"8, 9, 10"},"timestamp":1673318248,"type":"text"},"type":"message"}}\n'
 
+# 8, 9, 10 > 8,9,10
 request = requests.post(url=
                         'http://localhost:7860/nlu',
-                        data=json2
+                        data=json
                         ).json()
 
 print(request)