Is this a correct way to use groups?

Rasa Open Source
1

Hi!

Situation: There are two groups (independent and dependent variables). Each of these groups have either categorical or numerical typed variables. Depending on the matrix of variables, there’s an output.

nlu.yml:

What analysis do I use if [indep]{“entity”:‘depOrIndep_var’, “group”:“indepgroup”} variables are [num]{“entity”: “numOrCat_var1”, “group”: “indepgroup”} and [cat]{“entity”: “numOrCat_var2”, “group”: “indepgroup”} but [dependent]{“entity”: “depOrIndep_var”, “group”: “depgroup”} variables are [numerical]{“entity”: “numOrCat_var3”, “group”: “depgroup”}?

domain.yml:

entities:

  • depOrIndep_var groups:
    • indepgroup
    • depgroup
  • numOrCat_var: groups:
    • indepgroup
    • depgroup slots: indepgroup: type: text mappings:
    • type: from_entity entity: depOrIndep_var group: indepgroup depgroup: type: text mappings:
    • type: from_entity entity: depOrIndep_var group: depgroup depOrIndep: type: text mappings:
    • type: from_entity entity: depOrIndep_var conditions:
      • active_loop: info_test_form numOrCat1: type: text mappings:
    • type: from_entity entity: numOrCat_var1 group: indepgroup conditions:
      • active_loop: info_test_form numOrCat2: type: text mappings:
    • type: from_entity entity: numOrCat_var2 group: indepgroup conditions:
      • active_loop: info_test_form numOrCat3: type: text mappings:
    • type: from_entity entity: numOrCat_var3 group: depgroup conditions:
      • active_loop: info_test_form

action.py

class ActionInfoTestForm(Action):

def name(self) → Text: return “action_info_test_form”

def run(self, dispatcher: CollectingDispatcher, tracker: Tracker, domain: Dict[Text, Any]) → List[Dict[Text, Any]]:

    dependency_group1 = tracker.get_latest_entity_values(entity_type="depOrIndep_var", group="firstgroup_var")
    numOrCat1_group1 = tracker.get_latest_entity_values(entity_type="numOrCat_var1", group="firstgroup_var")
    numOrCat2_group1 = tracker.get_latest_entity_values(entity_type="numOrCat_var2", group="firstgroup_var")
    dependency_group2 = tracker.get_latest_entity_values(entity_type="depOrIndep_var", group="secondgroup_var")
    numOrCat3_group2 = tracker.get_latest_entity_values(entity_type="numOrCat_var3", group="secondgroup_var")
    timeToEvent = tracker. get_latest_entity_values(entity_type="timeToEvent_var", group="secondgroup_var")
    
     
    if dependency_group1 in indep_alt and numOrCat1_group1 in num_alt and numOrCat2_group1 in cat_alt and dependency_group2 in dep_alt and numOrCat3_group2 in num_alt:
        dispatcher.utter_message(template= 'utter_indepnumcat_depnum')
    
    if dependency_group1 in indep_alt and numOrCat1_group1 in num_alt and numOrCat2_group1 in cat_alt and dependency_group2 in dep_alt and numOrCat3_group2 in cat_alt:
        dispatcher.utter_message(template= 'utter_indepnumcat_depcat') 
    
    if dependency_group1 in indep_alt and numOrCat1_group1 in num_alt and numOrCat2_group1 in cat_alt and dependency_group2 in dep_alt and timeToEvent in time2event_alt:
        dispatcher.utter_message(template= 'utter_indepnumcat_deptimetoevent')

Is this a correct way to do it? Since dependent or not is a group itself, must I specifically label the entity as groups?

2

This is very interesting things you have to trying to do. I want to know more about that.