fix: subset format yaml

README.md

@@ -1,11 +1,36 @@
----
-license: mit
-configs:
-- config_name: acsincome
-  data_files: "data/acsincome/acsincome_dataset.parquet"
-- config_name: acspublic
-  data_files: "data/acspublic/acspublic_dataset.parquet"
-- config_name: adult
-  data_files: "data/acspublic/adult_dataset.parquet"
-
----
+---
+configs:
+- config_name: compas_is_recid
+  data_files: data/compas_is_recid/compas_is_recid_dataset.parquet
+- config_name: law_school
+  data_files: data/law_school/law_school_dataset.parquet
+- config_name: acsincome
+  data_files: data/acsincome/acsincome_dataset.parquet
+- config_name: bank_marketing
+  data_files: data/bank_marketing/bank_marketing_dataset.parquet
+- config_name: mw_small
+  data_files: data/mw_small/mw_small_dataset.parquet
+- config_name: clinical_records
+  data_files: data/clinical_records/clinical_records_dataset.parquet
+- config_name: acspublic
+  data_files: data/acspublic/acspublic_dataset.parquet
+- config_name: census_kdd
+  data_files: data/census_kdd/census_kdd_dataset.parquet
+- config_name: student
+  data_files: data/student/student_dataset.parquet
+- config_name: us_crime
+  data_files: data/us_crime/us_crime_dataset.parquet
+- config_name: german_credit
+  data_files: data/german_credit/german_credit_dataset.parquet
+- config_name: mw_medium
+  data_files: data/mw_medium/mw_medium_dataset.parquet
+- config_name: last_fm
+  data_files: data/last_fm/last_fm_dataset.parquet
+- config_name: adult
+  data_files: data/adult/adult_dataset.parquet
+- config_name: diabetes
+  data_files: data/diabetes/diabetes_dataset.parquet
+- config_name: compas_two_year_recid
+  data_files: data/compas_two_year_recid/compas_two_year_recid_dataset.parquet
+license: mit
+---

create_yaml.py

@@ -0,0 +1,21 @@
+import os
+import yaml
+
+data_folder = "data"
+data = {"license": "mit", "configs": []}
+
+# Collect configurations based on folder structure
+for folder_name in os.listdir(data_folder):
+    folder_path = os.path.join(data_folder, folder_name)
+    if os.path.isdir(folder_path):
+        config = {
+            "config_name": folder_name,
+            "data_files": f"{folder_path}/{folder_name}_dataset.parquet"
+        }
+        data["configs"].append(config)
+
+# Write YAML to README.md with delimiters
+with open("README.md", "w") as file:
+    file.write("---\n")  # Add starting delimiter
+    yaml.dump(data, file, default_flow_style=False)
+    file.write("---\n")  # Add ending delimiter