Upload german.py

german.py

@@ -197,6 +197,7 @@ class Breast(datasets.GeneratorBasedBuilder):
         data.loc[:, "job_status"] = data.job_status.apply(self.encode_job_status)
         data.loc[:, "marital_status"] = data.personal_status_and_sex.apply(self.encode_marital_status)
         data.loc[:, "sex"] = data.personal_status_and_sex.apply(self.encode_sex)
+        data.loc[:, "loan_purpose"] = data.loan_purpose.apply(self.encode_loan_purpose)
         data.loc[:, "loan_granted"] = data.loan_granted.apply(lambda x: x - 1)
         
         data.drop("personal_status_and_sex", axis="columns", inplace=True)
@@ -464,3 +465,39 @@ class Breast(datasets.GeneratorBasedBuilder):
             0: "A201",
             1: "A202",
         }
+
+    def encode_loan_purpose(self, status):
+        return self.loan_purpose_encode_dic()[status]
+        
+    def loan_purpose_encode_dic(self):
+        return {
+            "A40": "new car",
+            "A41": "used car",
+            "A42": "furniture/equipment",
+            "A43": "radio/television",
+            "A44": "domestic appliances",
+            "A45": "repairs",
+            "A46": "education",
+            "A47": "vacation ",
+            "A48": "retraining",
+            "A49": "business",
+            "A410": "others"
+        }
+    
+    def decode_loan_purpose(self, code):
+        return self.loan_purpose_decode_dic()[code]
+    
+    def loan_purpose_decode_dic(self):
+        return {
+            "new car": "A40",
+            "used car": "A41",
+            "furniture/equipment": "A42",
+            "radio/television": "A43",
+            "domestic appliances": "A44",
+            "repairs": "A45",
+            "education": "A46",
+            "vacation ": "A47",
+            "retraining": "A48",
+            "business": "A49",
+            "others": "A410"
+        }