Litellm dev 01 2025 p4 (#7776)

* fix(gemini/): support gemini 'frequency_penalty' and 'presence_penalty'

Closes https://github.com/BerriAI/litellm/issues/7748

* feat(proxy_server.py): new env var to disable prisma health check on startup

* test: fix test

litellm/llms/gemini/chat/transformation.py

@@ -12,9 +12,7 @@ from ...vertex_ai.gemini.transformation import _gemini_convert_messages_with_his
 from ...vertex_ai.gemini.vertex_and_google_ai_studio_gemini import VertexGeminiConfig
 
 
-class GoogleAIStudioGeminiConfig(
-    VertexGeminiConfig
-):  # key diff from VertexAI - 'frequency_penalty' and 'presence_penalty' not supported
+class GoogleAIStudioGeminiConfig(VertexGeminiConfig):
     """
     Reference: https://ai.google.dev/api/rest/v1beta/GenerationConfig
 
@@ -82,6 +80,7 @@ class GoogleAIStudioGeminiConfig(
             "n",
             "stop",
             "logprobs",
+            "frequency_penalty",
         ]
 
     def map_openai_params(
@@ -92,11 +91,6 @@ class GoogleAIStudioGeminiConfig(
         drop_params: bool,
     ) -> Dict:
 
-        # drop frequency_penalty and presence_penalty
-        if "frequency_penalty" in non_default_params:
-            del non_default_params["frequency_penalty"]
-        if "presence_penalty" in non_default_params:
-            del non_default_params["presence_penalty"]
         if litellm.vertex_ai_safety_settings is not None:
             optional_params["safety_settings"] = litellm.vertex_ai_safety_settings
         return super().map_openai_params(

litellm/proxy/proxy_server.py

@@ -3233,6 +3233,10 @@ class ProxyStartupEvent:
             )  # set the spend logs row count in proxy state. Don't block execution
 
             # run a health check to ensure the DB is ready
+            if (
+                get_secret_bool("DISABLE_PRISMA_HEALTH_CHECK_ON_STARTUP", False)
+                is not True
+            ):
                 await prisma_client.health_check()
         return prisma_client
 

tests/llm_translation/test_optional_params.py

@@ -217,19 +217,6 @@ def test_databricks_optional_params():
     assert "user" not in optional_params
 
 
-def test_gemini_optional_params():
-    litellm.drop_params = True
-    optional_params = get_optional_params(
-        model="",
-        custom_llm_provider="gemini",
-        max_tokens=10,
-        frequency_penalty=10,
-    )
-    print(f"optional_params: {optional_params}")
-    assert len(optional_params) == 1
-    assert "frequency_penalty" not in optional_params
-
-
 def test_azure_ai_mistral_optional_params():
     litellm.drop_params = True
     optional_params = get_optional_params(
@@ -1063,6 +1050,7 @@ def test_is_vertex_anthropic_model():
         is False
     )
 
+
 def test_groq_response_format_json_schema():
     optional_params = get_optional_params(
         model="llama-3.1-70b-versatile",
@@ -1072,3 +1060,10 @@ def test_groq_response_format_json_schema():
     assert optional_params is not None
     assert "response_format" in optional_params
     assert optional_params["response_format"]["type"] == "json_object"
+
+
+def test_gemini_frequency_penalty():
+    optional_params = get_optional_params(
+        model="gemini-1.5-flash", custom_llm_provider="gemini", frequency_penalty=0.5
+    )
+    assert optional_params["frequency_penalty"] == 0.5

tests/proxy_unit_tests/test_proxy_utils.py

@@ -1447,3 +1447,35 @@ def test_update_key_budget_with_temp_budget_increase():
         },
     )
     assert _update_key_budget_with_temp_budget_increase(valid_token).max_budget == 200
+
+
+from unittest.mock import MagicMock, AsyncMock
+
+
+@pytest.mark.asyncio
+async def test_health_check_not_called_when_disabled(monkeypatch):
+    from litellm.proxy.proxy_server import ProxyStartupEvent
+
+    # Mock environment variable
+    monkeypatch.setenv("DISABLE_PRISMA_HEALTH_CHECK_ON_STARTUP", "true")
+
+    # Create mock prisma client
+    mock_prisma = MagicMock()
+    mock_prisma.connect = AsyncMock()
+    mock_prisma.health_check = AsyncMock()
+    mock_prisma.check_view_exists = AsyncMock()
+    mock_prisma._set_spend_logs_row_count_in_proxy_state = AsyncMock()
+    # Mock PrismaClient constructor
+    monkeypatch.setattr(
+        "litellm.proxy.proxy_server.PrismaClient", lambda **kwargs: mock_prisma
+    )
+
+    # Call the setup function
+    await ProxyStartupEvent._setup_prisma_client(
+        database_url="mock_url",
+        proxy_logging_obj=MagicMock(),
+        user_api_key_cache=MagicMock(),
+    )
+
+    # Verify health check wasn't called
+    mock_prisma.health_check.assert_not_called()