Fix --list-algorithms using path names instead of algorithm names (fi…

ann_benchmarks/definitions.py

@@ -145,16 +145,15 @@ def load_configs(point_type: str, base_dir: str = "ann_benchmarks/algorithms") -
                 print(f"Error loading YAML from {config_file}: {e}")
     return configs
 
-def _get_definitions(base_dir: str = "ann_benchmarks/algorithms") -> Dict[str, Dict[str, Any]]:
-    """Load algorithm configurations for a given point_type."""
+def _get_definitions(base_dir: str = "ann_benchmarks/algorithms") -> List[Dict[str, Any]]:
+    """Load algorithm configurations."""
     config_files = get_config_files(base_dir=base_dir)
-    configs = {}
+    configs = []
     for config_file in config_files:
         with open(config_file, 'r') as stream:
             try:
                 config_data = yaml.safe_load(stream)
-                algorithm_name = os.path.basename(os.path.dirname(config_file))
-                configs[algorithm_name] = config_data
+                configs.append(config_data)
             except yaml.YAMLError as e:
                 print(f"Error loading YAML from {config_file}: {e}")
     return configs
@@ -211,16 +210,27 @@ def list_algorithms(base_dir: str = "ann_benchmarks/algorithms") -> None:
         base_dir (str, optional): The base directory where the algorithms are stored. 
                                   Defaults to "ann_benchmarks/algorithms".
     """
-    definitions = _get_definitions(base_dir)
-
-    print("The following algorithms are supported...", definitions)
-    for algorithm in definitions:
+    all_configs = _get_definitions(base_dir)
+    data = {}
+    for algo_configs in all_configs:
+        for point_type, config_for_point_type in algo_configs.items():
+            for metric, ccc in config_for_point_type.items():
+                algo_name = ccc[0]["name"]
+                if algo_name not in data:
+                    data[algo_name] = {}
+                if point_type not in data[algo_name]:
+                    data[algo_name][point_type] = []
+                data[algo_name][point_type].append(metric)
+
+    print("The following algorithms are supported:", ", ".join(data))
+    print("Details of supported metrics and data types: ")
+    for algorithm in data:
         print('\t... for the algorithm "%s"...' % algorithm)
 
-        for point_type in definitions[algorithm]:
+        for point_type in data[algorithm]:
             print('\t\t... and the point type "%s", metrics: ' % point_type)
 
-            for metric in definitions[algorithm][point_type]:
+            for metric in data[algorithm][point_type]:
                 print("\t\t\t%s" % metric)