.

Author: kritinv

deepeval/test_run/__init__.py

@@ -12,4 +12,4 @@
 
 from .hooks import on_test_run_end, invoke_test_run_end_hook
 from .api import MetricData
-from .hyperparameters import log_hyperparameters, auto_log_hyperparameters
+from .hyperparameters import log_hyperparameters

deepeval/test_run/hyperparameters.py

@@ -1,8 +1,8 @@
 from typing import Union, Any, Dict
 
 from deepeval.test_run import global_test_run_manager
-from deepeval.test_run.test_run import TEMP_FILE_PATH
 from deepeval.prompt import Prompt, PromptApi
+from deepeval.test_run.test_run import TEMP_FILE_PATH
 
 
 def process_hyperparameters(
@@ -62,26 +62,4 @@ def wrapper(*args, **kwargs):
         return func(*args, **kwargs)
 
     # Return the wrapper function to be used as the decorator
-    return wrapper
-
-def auto_log_hyperparameters(hyperparameters: Dict[str, Any]) -> None:
-    test_run = global_test_run_manager.get_test_run()
-    if test_run is None:   
-        return      
-    existing_hyperparameters = getattr(test_run, "hyperparameters") or {}
-    merged_hyperparameters: Dict[str, Any] = existing_hyperparameters.copy()
-    for key, value in hyperparameters.items():
-        if key not in merged_hyperparameters:
-            merged_hyperparameters[key] = value
-        else:
-            if merged_hyperparameters[key] != value:
-                suffix = 1
-                new_key = f"{key}_{suffix}"
-                while new_key in merged_hyperparameters:
-                    suffix += 1
-                    new_key = f"{key}_{suffix}"
-                merged_hyperparameters[new_key] = value
-            else:
-                merged_hyperparameters[key] = value
-    test_run.hyperparameters = process_hyperparameters(merged_hyperparameters)
-    global_test_run_manager.save_test_run(TEMP_FILE_PATH)
+    return wrapper