add main README

README.md

@@ -1,7 +1,66 @@
 # Reliability of Psychological Scales on LLMs:
 
-## To-Do
-Write the README.
+## Execution Process
+
+###  Create Utils File
+An example `utils.py`:
+```py
+api_key = "<API key>"
+temperature = <model temperature>
+delay_time = <the seconds between each request>
+model = "<the name of the model>"
+```
+
+
+### Specify Test Cases
+In `main.py`, specify the server parameters:
+1. `template`: a list of prompt templates.
+2. `version`: a list of question versions.
+3. `language`: a list of language versions.
+4. `label`: a list of level option labels.
+5. `order`: a list of level orders.
+6. `questionnaire_name`: the selected questionnaire.
+7. `name_exp`: name of the save file.
+
+Start a `Server` class, all pre-testing cases are created and stored in `save/<name_exp>.json`
+```py
+test = Server(questionnaire_name, template, version, language, label, order, name_exp)
+```
+
+Load the saved file as a new save, a protection mechanism for test interruption
+```py
+test = load("<save_path>", "<new_save_name>")
+```
+
+Run for all pre-testing cases
+```py
+test.run()
+```
+
+
+### An Example Run
+```py
+from server import *
+
+template = ['t1','t2','t3','t4','t5']
+version = ['v1','v2','v3','v4','v5']
+language = ['En', 'Zh', 'Ko', 'Es', 'Fr', 'De', 'It', 'Ar', 'Ru', 'Ja']
+label = ['n', 'al', 'au', 'rl', 'ru']
+order = ['r', 'f']
+questionnaire_name = 'BFI'
+name_exp = 'bfi-save'
+
+bfi_test = Server(questionnaire_name, template, version, language, label, order, name_exp)
+bfi_test.run()
+```
+
+
+## Rephrase the Statements
+In `main.py`, execute:
+```py
+rephrase("<questionnaire_name>", "<specified_language>")
+```
+
 
 ## References
 For more details, please refer to [this paper](https://arxiv.org/abs/2305.19926). Please remember to cite us if you find our work helpful in your work!

server.py

@@ -75,7 +75,7 @@ def rephrase(questionnaire_name, language, savename=None):
 
 
 class Server:
-    def __init__(self, questionnaire_name, template, version, language, label, order, name_exp='save', basis=None, pending_tests=None, data=[]):
+    def __init__(self, questionnaire_name, template, version, language, label, order, name_exp='save', pending_tests=None, data=[]):
         self.name_exp = name_exp
         self.questionnaire_name = questionnaire_name
         self.template = template
@@ -97,7 +97,7 @@ def __init__(self, questionnaire_name, template, version, language, label, order
         self.data = data
         self.questionnaire = get_questionnaire(questionnaire_name)
         self.model = model
-        self.basis = basis
+        self.initial_save()
 
     """
     get_scales(): Extract the required scale level information and level description.
@@ -215,9 +215,31 @@ def compute(self, mapped_responses):
         return result_dict
 
     """
-    save(): Save the results in JSON format.
+    initial_save(): Save all pre-testing cases.
     """
-    def save(self, test_info, raw_data, data):
+    def initial_save(self):
+        save_data = {
+            "meta": {
+                "name_exp": self.name_exp,
+                "questionnaire_name": self.questionnaire_name,
+                "template": self.template,
+                "version": self.version,
+                "language": self.language,
+                "label": self.label,
+                "order": self.order,
+                "pending_tests": self.pending_tests
+            }, 
+            "data": []
+        }
+        save_file_path = f'save/{self.name_exp}.json'
+        os.makedirs("save", exist_ok=True)
+        with open(save_file_path, 'w') as json_file:
+            json.dump(save_data, json_file, indent=2)
+
+    """
+    save_a_case(): Save a test result in JSON format.
+    """
+    def save_a_case(self, test_info, raw_data, data):
         data = {
             "info": {**test_info},
             "raw": raw_data,
@@ -232,20 +254,8 @@ def save(self, test_info, raw_data, data):
                 save_data["data"] += [data]
                 save_data["meta"]["pending_tests"] = self.pending_tests
         except:
-            save_data = {
-                "meta": {
-                    "name_exp": self.name_exp,
-                    "questionnaire_name": self.questionnaire_name,
-                    "template": self.template,
-                    "version": self.version,
-                    "language": self.language,
-                    "label": self.label,
-                    "order": self.order,
-                    "pending_tests": self.pending_tests
-                }, 
-                "data": [data]
-            }
-
+            pass
+
         with open(save_file_path, 'w') as json_file:
             json.dump(save_data, json_file, indent=2)
         if self.data:
@@ -264,5 +274,5 @@ def run(self):
                 data = self.start(test_info)
                 compute_data = self.compute(data)
                 self.pending_tests.remove(test_info)
-                self.save(test_info, data, compute_data)
+                self.save_a_case(test_info, data, compute_data)
                 pbar.update(1)