Fixed syntax errors in app.py #2

app.py

@@ -29,10 +29,10 @@ num_cols = ['Driver City', 'Make', 'Number Of Offences', 'Stop Hour', 'Stop Year
 # Configuration section END
 
 
-make_prediction(alcohol, arrest_type, belts, contributed_to_accident, disobedience, driver_city, gender,
-                    invalid_documentation, make, mobile_phone, negligent_driving, number_of_offences, personal_injury,
-                    property_damage, race, road_signs_and_markings, search_outcome, speeding, stop_hour, stop_year,
-                    subagency, vehicle_safety_and_standards, vehicletype, year):
+def make_prediction(alcohol, arrest_type, belts, contributed_to_accident, disobedience, driver_city, gender, 
+                invalid_documentation, make, mobile_phone, negligent_driving, number_of_offences, personal_injury,
+                property_damage, race, road_signs_and_markings, search_outcome, speeding, stop_hour, stop_year,
+                subagency, vehicle_safety_and_standards, vehicletype, year):
     """
     Function to predict the 'Violation Type' of an individual sample of traffic stop:
     :param alcohol: boolean
@@ -109,26 +109,26 @@ arrest_types = ['A - Marked Patrol', 'G - Marked Moving Radar (Stationary)',
 
 iface = gr.Interface(fn=make_prediction,
                      inputs=[gr.components.Checkbox(label='Was the driver under the influence of alcohol?'),
-                             gr.components.Dropdown(label='Choose the arrest type', choices=arrest_types, value='A - Marked Patrol')
+                             gr.components.Dropdown(label='Choose the arrest type', choices=arrest_types, value='A - Marked Patrol'),
                              gr.components.Checkbox(label='Were seatbelts used appropriately?'),
                              gr.components.Checkbox(label='Did the driver actions contribute to an accident?'),
                              gr.components.Checkbox(label='Was the driver disobedient? (such as failing to display documentation upon request)?'),
-                             gr.components.Dropdown(label='Choose the arrest type', choices=tf['OrdinalEncoder_VeryHighCardinality'].categories_, value='SILVER SPRING')
-                             gr.components.Dropdown(label='Driver Gender', choices=['M', 'F', 'N'], value='M')
+                             gr.components.Dropdown(label='Choose the arrest type', choices=tf['OrdinalEncoder_VeryHighCardinality'].categories_, value='SILVER SPRING'),
+                             gr.components.Dropdown(label='Driver Gender', choices=['M', 'F', 'N'], value='M'),
                              gr.components.Checkbox(label='Was the driver driving with Invalid Documentation (such as suspended registration, suspended license, expired registration plates and validation tabs or expired license plate)?'),
-                             gr.components.Dropdown(label='Vehicle Make', choices=tf['OrdinalEncoder_HighCardinality'].categories_[0], value='TOYOTA')
+                             gr.components.Dropdown(label='Vehicle Make', choices=tf['OrdinalEncoder_HighCardinality'].categories_[0], value='TOYOTA'),
                              gr.components.Checkbox(label='Was the driver using a mobile phone while driving?'),
                              gr.components.Checkbox(label='Was the driver caught driving with negligence (example switching lanes in an unsafe manner)?'),
                              gr.components.Slider(minimum=1, step=1, label='Number of offences committed'),
                              gr.components.Checkbox(label='Did the violation involve any personal injury?'),
                              gr.components.Checkbox(label='Did the violation involve any property damage?'),
-                             gr.components.Dropdown(label='Choose the race of the driver', choices=tf['OneHotEncoder'].transformers_[0][1].categories_[2], value='WHITE')
+                             gr.components.Dropdown(label='Choose the race of the driver', choices=tf['OneHotEncoder'].transformers_[0][1].categories_[2], value='WHITE'),
                              gr.components.Checkbox(label='Did the driver fail to obey signs and markings (such as traffic control device instructions, stop lights, red signal and stop sign lines)?'),
-                             gr.components.Dropdown(label='Choose the race of the driver', choices=tf['OneHotEncoder'].transformers_[0][1].categories_[3], value='NO SEARCH CONDUCTED')
+                             gr.components.Dropdown(label='Choose the race of the driver', choices=tf['OneHotEncoder'].transformers_[0][1].categories_[3], value='NO SEARCH CONDUCTED'),
                              gr.components.Checkbox(label='Was the driver caught speeding?'),
                              gr.components.Slider(maximum=23, step=1, label='Time HOUR when stop occurred in 24-hour format'),
                              gr.components.Slider(minimum=2012, maximum=2024, step=1, label='Year when stop occurred'),
-                             gr.components.Dropdown(label='What is the name of the subagency that conducted the traffic stop?', choices=tf['OneHotEncoder'].transformers_[0][1].categories_[1], value='4th District, Wheaton')
+                             gr.components.Dropdown(label='What is the name of the subagency that conducted the traffic stop?', choices=tf['OneHotEncoder'].transformers_[0][1].categories_[1], value='4th District, Wheaton'),
                              gr.components.Checkbox(label='Was the vehicle safe and up to standards (lights properly switched, registration plates attached etc.)?'),
                              gr.components.Slider(minimum=1970, maximum=2023, step=1, label='Year of manufacture of the vehicle:')],
                      outputs=["text"])