diff --git a/enterprise/pyproject.toml b/enterprise/pyproject.toml
index b00bb2af0d7..9698e7912d4 100644
--- a/enterprise/pyproject.toml
+++ b/enterprise/pyproject.toml
@@ -1,6 +1,6 @@
[project]
name = "litellm-enterprise"
-version = "0.1.39"
+version = "0.1.40"
description = "Package for LiteLLM Enterprise features"
readme = "README.md"
requires-python = ">=3.9"
@@ -26,7 +26,7 @@ required-version = ">=0.10.9"
module-root = ""
[tool.commitizen]
-version = "0.1.39"
+version = "0.1.40"
version_files = [
"pyproject.toml:^version",
"../pyproject.toml:litellm-enterprise==",
diff --git a/litellm-proxy-extras/pyproject.toml b/litellm-proxy-extras/pyproject.toml
index 1a5a9b0065e..cd569ca08ec 100644
--- a/litellm-proxy-extras/pyproject.toml
+++ b/litellm-proxy-extras/pyproject.toml
@@ -1,6 +1,6 @@
[project]
name = "litellm-proxy-extras"
-version = "0.4.70"
+version = "0.4.71"
description = "Additional files for the LiteLLM Proxy. Reduces the size of the main litellm package."
readme = "README.md"
requires-python = ">=3.9"
@@ -26,7 +26,7 @@ required-version = ">=0.10.9"
module-root = ""
[tool.commitizen]
-version = "0.4.70"
+version = "0.4.71"
version_files = [
"pyproject.toml:^version",
"../pyproject.toml:litellm-proxy-extras==",
diff --git a/litellm/litellm_core_utils/realtime_streaming.py b/litellm/litellm_core_utils/realtime_streaming.py
index 4493a58f78b..c4528ff74e3 100644
--- a/litellm/litellm_core_utils/realtime_streaming.py
+++ b/litellm/litellm_core_utils/realtime_streaming.py
@@ -31,6 +31,8 @@ DefaultLoggedRealTimeEventTypes = [
"session.created",
"response.create",
"response.done",
+ "conversation.item.added", # GA
+ "conversation.item.done", # GA
]
@@ -44,6 +46,7 @@ class RealTimeStreaming:
model: str = "",
user_api_key_dict: Optional[Any] = None,
request_data: Optional[Dict] = None,
+ backend_uses_beta_protocol: Optional[bool] = None,
):
self.websocket = websocket
self.backend_ws = backend_ws
@@ -54,6 +57,14 @@ class RealTimeStreaming:
self.session_tools: List[Dict] = []
self.tool_calls: List[Dict] = []
+ # Detect whether the client is explicitly opting into the beta protocol.
+ self._client_wants_beta = self._detect_beta_header(websocket)
+ self._backend_uses_beta_protocol = (
+ self._client_wants_beta
+ if backend_uses_beta_protocol is None
+ else backend_uses_beta_protocol
+ )
+
_logged_real_time_event_types = litellm.logged_real_time_event_types
if _logged_real_time_event_types is None:
@@ -76,6 +87,27 @@ class RealTimeStreaming:
# response.create can be rewritten to include the failure context.
self._pending_guardrail_message: Optional[str] = None
+ _SESSION_EVENT_TYPES = frozenset(["session.created", "session.updated"])
+ _AUDIO_FORMAT_MAP: Dict[str, Dict[str, Any]] = {
+ "pcm16": {"type": "audio/pcm", "rate": 24000},
+ "g711_ulaw": {"type": "audio/G711-ulaw", "rate": 8000},
+ "g711_alaw": {"type": "audio/G711-alaw", "rate": 8000},
+ }
+ # GA name → beta name (when client WebSocket includes OpenAI-Beta: realtime=v1)
+ _GA_TO_BETA_EVENT_TYPES: Dict[str, str] = {
+ "conversation.item.added": "conversation.item.created",
+ "response.output_text.delta": "response.text.delta",
+ "response.output_audio.delta": "response.audio.delta",
+ "response.output_audio_transcript.delta": "response.audio_transcript.delta",
+ "response.output_text.done": "response.text.done",
+ "response.output_audio.done": "response.audio.done",
+ "response.output_audio_transcript.done": "response.audio_transcript.done",
+ }
+ _GA_TO_BETA_CONTENT_TYPES: Dict[str, str] = {
+ "output_text": "text",
+ "output_audio": "audio",
+ }
+
def _should_store_message(
self,
message_obj: Union[dict, OpenAIRealtimeEvents],
@@ -92,24 +124,27 @@ class RealTimeStreaming:
if isinstance(message, bytes):
message = message.decode("utf-8")
if isinstance(message, dict):
- message_obj = message
+ # TypedDict union members do not narrow to plain dict for mypy.
+ message_obj: Dict[str, Any] = cast(Dict[str, Any], message)
else:
- message_obj = json.loads(message)
+ message_obj = cast(Dict[str, Any], json.loads(cast(str, message)))
self._collect_tool_calls_from_response_done(cast(dict, message_obj))
try:
- if (
- not isinstance(message, dict)
- or message_obj.get("type") == "session.created"
- or message_obj.get("type") == "session.updated"
- ):
- message_obj = OpenAIRealtimeStreamSessionEvents(**message_obj) # type: ignore
- elif not isinstance(message, dict):
- message_obj = OpenAIRealtimeStreamResponseBaseObject(**message_obj) # type: ignore
+ event_type = message_obj.get("type", "")
+ if event_type in self._SESSION_EVENT_TYPES:
+ typed_obj = OpenAIRealtimeStreamSessionEvents(**message_obj) # type: ignore
+ else:
+ # Use the base object as a safe catch-all for all other event types
+ # (both beta and GA), so unknown/new event names never raise here.
+ typed_obj = OpenAIRealtimeStreamResponseBaseObject(**message_obj) # type: ignore
except Exception as e:
verbose_logger.debug(f"Error parsing message for logging: {e}")
- raise e
- if self._should_store_message(message_obj):
- self.messages.append(message_obj)
+ # Don't re-raise — a parse failure must not drop or delay the message
+ if self._should_store_message(message_obj):
+ self.messages.append(message_obj) # type: ignore[arg-type]
+ return
+ if self._should_store_message(typed_obj):
+ self.messages.append(typed_obj)
def _collect_user_input_from_client_event(self, message: Union[str, dict]) -> None:
"""Extract user text content from client WebSocket events for spend logging."""
@@ -147,6 +182,8 @@ class RealTimeStreaming:
tools = session.get("tools")
if tools and isinstance(tools, list):
self.session_tools = tools
+ # GA: session.type is required; log it for traceability but no action needed
+ verbose_logger.debug(f"Realtime session.type: {session.get('type')}")
except (json.JSONDecodeError, AttributeError, TypeError):
pass
@@ -228,6 +265,23 @@ class RealTimeStreaming:
else:
await self.backend_ws.send(message) # type: ignore[union-attr, attr-defined]
+ def _make_disable_auto_response_message(self) -> str:
+ """Return a session.update that disables VAD auto-response."""
+ if self._backend_uses_beta_protocol:
+ session: Dict[str, Any] = {
+ "turn_detection": {"create_response": False},
+ }
+ else:
+ session = {
+ "type": "realtime",
+ "audio": {
+ "input": {
+ "turn_detection": {"create_response": False},
+ }
+ },
+ }
+ return json.dumps({"type": "session.update", "session": session})
+
def _has_realtime_guardrails(self) -> bool:
"""Return True if any callback is registered for realtime guardrail event types."""
from litellm.integrations.custom_guardrail import CustomGuardrail
@@ -435,14 +489,7 @@ class RealTimeStreaming:
):
self.store_message(event_str)
await self.websocket.send_text(event_str)
- await self._send_to_backend(
- json.dumps(
- {
- "type": "session.update",
- "session": {"turn_detection": {"create_response": False}},
- }
- )
- )
+ await self._send_to_backend(self._make_disable_auto_response_message())
continue
## GUARDRAIL: run on transcription events in provider_config path too
if (
@@ -484,14 +531,7 @@ class RealTimeStreaming:
):
self.store_message(raw_response)
await self.websocket.send_text(raw_response)
- await self._send_to_backend(
- json.dumps(
- {
- "type": "session.update",
- "session": {"turn_detection": {"create_response": False}},
- }
- )
- )
+ await self._send_to_backend(self._make_disable_auto_response_message())
return True
if (
@@ -542,7 +582,20 @@ class RealTimeStreaming:
continue
## LOGGING
self.store_message(raw_response)
- await self.websocket.send_text(raw_response)
+
+ # If the client opted into beta protocol, translate GA event
+ # names/shapes back to the beta equivalents before forwarding.
+ if self._client_wants_beta:
+ try:
+ event_dict = json.loads(raw_response)
+ translated = self._translate_event_to_beta(event_dict)
+ if translated is None:
+ continue # drop GA-only events (e.g. conversation.item.done)
+ await self.websocket.send_text(json.dumps(translated))
+ except Exception:
+ await self.websocket.send_text(raw_response)
+ else:
+ await self.websocket.send_text(raw_response)
except websockets.exceptions.ConnectionClosed as e: # type: ignore
verbose_logger.exception(
@@ -553,6 +606,183 @@ class RealTimeStreaming:
finally:
await self.log_messages()
+ @staticmethod
+ def _detect_beta_header(websocket: Any) -> bool:
+ """Return True if the client sent 'OpenAI-Beta: realtime=v1'.
+
+ Checks the raw ASGI scope headers so it works for both FastAPI WebSocket
+ objects and any test doubles that expose a .scope dict.
+ """
+ try:
+ headers = websocket.scope.get("headers", [])
+ for name, value in headers:
+ if isinstance(name, bytes):
+ name = name.decode("latin-1")
+ if isinstance(value, bytes):
+ value = value.decode("latin-1")
+ if name.lower() == "openai-beta" and "realtime=v1" in value.lower():
+ return True
+ except Exception:
+ pass
+ return False
+
+ @staticmethod
+ def _remap_beta_session_to_ga(session: dict) -> dict:
+ """
+ Convert a beta-style session.update payload to the GA nested schema.
+
+ Beta → GA field mappings
+ ─────────────────────────────────────────────────────────────────────
+ session.type (inject "realtime" if absent)
+ session.modalities → session.output_modalities
+ session.voice → session.audio.output.voice
+ session.input_audio_format → session.audio.input.format (with type/rate)
+ session.output_audio_format → session.audio.output.format (with type/rate)
+ session.turn_detection → session.audio.input.turn_detection
+ session.input_audio_transcription → session.audio.input.transcription
+ ─────────────────────────────────────────────────────────────────────
+ Fields not in the mapping (instructions, tools, etc.) are passed through.
+ GA clients that already use the nested shape are unaffected.
+ """
+ # Work on a shallow copy so we don't mutate the caller's dict
+ session = dict(session)
+
+ # 1. Ensure session.type is present
+ if "type" not in session:
+ session["type"] = "realtime"
+
+ # 2. Rename modalities → output_modalities and normalise combinations.
+ # Beta allowed ["audio", "text"] together; GA only supports ["audio"] or
+ # ["text"] as single-element lists. When both are present we prefer
+ # ["audio"] because audio mode already delivers transcripts via events.
+ if "modalities" in session:
+ mods = session.pop("modalities")
+ if "output_modalities" not in session:
+ mods_set = {m.lower() for m in (mods or [])}
+ if "audio" in mods_set:
+ session["output_modalities"] = ["audio"]
+ elif "text" in mods_set:
+ session["output_modalities"] = ["text"]
+
+ # 3-7. Lift flat audio fields into the nested audio object
+ audio: Dict[str, Any] = {}
+ inp: Dict[str, Any] = {}
+ out: Dict[str, Any] = {}
+
+ # voice → audio.output.voice
+ if "voice" in session:
+ out["voice"] = session.pop("voice")
+
+ # input_audio_format → audio.input.format
+ if "input_audio_format" in session:
+ raw = session.pop("input_audio_format")
+ inp["format"] = (
+ RealTimeStreaming._AUDIO_FORMAT_MAP.get(raw, raw)
+ if isinstance(raw, str)
+ else raw
+ )
+
+ # output_audio_format → audio.output.format
+ if "output_audio_format" in session:
+ raw = session.pop("output_audio_format")
+ out["format"] = (
+ RealTimeStreaming._AUDIO_FORMAT_MAP.get(raw, raw)
+ if isinstance(raw, str)
+ else raw
+ )
+
+ # turn_detection → audio.input.turn_detection
+ if "turn_detection" in session:
+ inp["turn_detection"] = session.pop("turn_detection")
+
+ # input_audio_transcription → audio.input.transcription
+ if "input_audio_transcription" in session:
+ inp["transcription"] = session.pop("input_audio_transcription")
+
+ if inp:
+ audio["input"] = inp
+ if out:
+ audio["output"] = out
+
+ if audio:
+ # Merge with any existing GA-style `audio` block the client already set,
+ # letting the remapped values take precedence within each sub-key.
+ existing = session.get("audio") or {}
+ for sub_key, sub_val in audio.items():
+ if (
+ sub_key in existing
+ and isinstance(existing[sub_key], dict)
+ and isinstance(sub_val, dict)
+ ):
+ existing[sub_key] = {**existing[sub_key], **sub_val}
+ else:
+ existing[sub_key] = sub_val
+ session["audio"] = existing
+
+ return session
+
+ @staticmethod
+ def _translate_event_to_beta(event: dict) -> Optional[dict]:
+ """Translate a single GA event dict to its beta equivalent.
+
+ Returns None if the event should be dropped entirely (e.g. the GA-only
+ conversation.item.done has no beta counterpart).
+ Returns the (possibly mutated copy of the) event otherwise.
+ """
+ event_type = event.get("type", "")
+
+ # conversation.item.done has no beta equivalent — the client already
+ # received conversation.item.created (translated from .added).
+ if event_type == "conversation.item.done":
+ return None
+
+ # Shallow-copy so we don't mutate the stored message
+ translated = dict(event)
+
+ # Rename the type field
+ if event_type in RealTimeStreaming._GA_TO_BETA_EVENT_TYPES:
+ translated["type"] = RealTimeStreaming._GA_TO_BETA_EVENT_TYPES[event_type]
+
+ # Fix content block types inside items (response.done output list,
+ # conversation.item.created item content, etc.)
+ if "item" in translated and isinstance(translated["item"], dict):
+ translated["item"] = RealTimeStreaming._translate_item_content_types(
+ dict(translated["item"])
+ )
+ if "response" in translated and isinstance(translated["response"], dict):
+ resp = dict(translated["response"])
+ if "output" in resp and isinstance(resp["output"], list):
+ resp["output"] = [
+ (
+ RealTimeStreaming._translate_item_content_types(dict(o))
+ if isinstance(o, dict)
+ else o
+ )
+ for o in resp["output"]
+ ]
+ translated["response"] = resp
+
+ return translated
+
+ @staticmethod
+ def _translate_item_content_types(item: dict) -> dict:
+ """Replace GA content type names with beta names inside a single item."""
+ if "content" not in item or not isinstance(item["content"], list):
+ return item
+ new_content = []
+ for block in item["content"]:
+ if (
+ isinstance(block, dict)
+ and block.get("type") in RealTimeStreaming._GA_TO_BETA_CONTENT_TYPES
+ ):
+ block = dict(block)
+ block["type"] = RealTimeStreaming._GA_TO_BETA_CONTENT_TYPES[
+ block["type"]
+ ]
+ new_content.append(block)
+ item["content"] = new_content
+ return item
+
async def client_ack_messages(self):
try:
while True:
@@ -594,6 +824,19 @@ class RealTimeStreaming:
self._pending_guardrail_message = None
continue
+ # GA compatibility: remap beta-style session fields only when
+ # the upstream is in GA mode. Beta upstreams expect the flat
+ # session shape unchanged.
+ if (
+ msg_type == "session.update"
+ and not self._backend_uses_beta_protocol
+ ):
+ session = msg_obj.get("session", {})
+ if isinstance(session, dict):
+ session = self._remap_beta_session_to_ga(session)
+ msg_obj["session"] = session
+ message = json.dumps(msg_obj)
+
except (json.JSONDecodeError, AttributeError):
pass
@@ -627,3 +870,8 @@ class RealTimeStreaming:
await forward_task
except asyncio.CancelledError:
pass
+
+
+def client_sent_openai_beta_realtime_header(websocket: Any) -> bool:
+ """True when the client WebSocket includes ``OpenAI-Beta: realtime=v1``."""
+ return RealTimeStreaming._detect_beta_header(websocket)
diff --git a/litellm/llms/azure/realtime/handler.py b/litellm/llms/azure/realtime/handler.py
index 1f3428f2ca5..1f3357fd788 100644
--- a/litellm/llms/azure/realtime/handler.py
+++ b/litellm/llms/azure/realtime/handler.py
@@ -89,9 +89,10 @@ class AzureOpenAIRealtime(AzureChatCompletion):
if api_base is None:
raise ValueError("api_base is required for Azure OpenAI calls")
- if api_version is None and (
+ backend_uses_beta_protocol = (
realtime_protocol is None or realtime_protocol.upper() not in ("GA", "V1")
- ):
+ )
+ if api_version is None and backend_uses_beta_protocol:
raise ValueError("api_version is required for Azure OpenAI calls")
url = self._construct_url(
@@ -114,6 +115,7 @@ class AzureOpenAIRealtime(AzureChatCompletion):
logging_obj,
user_api_key_dict=user_api_key_dict,
request_data={"litellm_metadata": litellm_metadata or {}},
+ backend_uses_beta_protocol=backend_uses_beta_protocol,
)
await realtime_streaming.bidirectional_forward()
diff --git a/litellm/llms/bedrock/base_aws_llm.py b/litellm/llms/bedrock/base_aws_llm.py
index dae60948a58..0885775932c 100644
--- a/litellm/llms/bedrock/base_aws_llm.py
+++ b/litellm/llms/bedrock/base_aws_llm.py
@@ -7,6 +7,8 @@ from datetime import datetime
from typing import (
TYPE_CHECKING,
Any,
+ Callable,
+ ClassVar,
Dict,
List,
Literal,
@@ -63,8 +65,16 @@ class AwsAuthError(Exception):
class BaseAWSLLM:
+ # Process-wide IAM credential cache (shared across instances — Bedrock passthrough is per-request).
+ # Storage is in-process memory only: default ``DualCache()`` has no Redis backend unless attached
+ # elsewhere. Entry TTL: static access-key + secret + region use ``_get_default_ttl_for_boto3_credentials``
+ # (~59 minutes); ambient env (``_auth_with_env_vars`` returns ``ttl=None``) uses ``InMemoryCache``'s
+ # ``default_ttl`` (600 seconds / 10 minutes). AssumeRole, web identity, profiles, and explicit
+ # session-token tuples are not cached — see ``get_credentials`` and ``_get_or_set_cached_credentials``.
+ _shared_iam_cache: ClassVar[DualCache] = DualCache()
+
def __init__(self) -> None:
- self.iam_cache = DualCache()
+ self.iam_cache = BaseAWSLLM._shared_iam_cache
super().__init__()
self.aws_authentication_params = [
"aws_access_key_id",
@@ -103,6 +113,79 @@ class BaseAWSLLM:
credential_str = json.dumps(credential_args, sort_keys=True)
return hashlib.sha256(credential_str.encode()).hexdigest()
+ def _get_or_set_cached_credentials(
+ self,
+ credential_args: Dict[str, Optional[str]],
+ credential_fetcher: Callable[[], Tuple[Any, Optional[int]]],
+ ) -> Any:
+ """
+ Read-through IAM cache on the process-wide ``DualCache``.
+
+ Only the in-memory layer is used by default (no Redis on ``_shared_iam_cache`` unless
+ configured globally). TTL on write: static access-key fetches pass
+ ``_get_default_ttl_for_boto3_credentials()`` (~59 minutes); ambient env passes ``ttl=None``,
+ which ``InMemoryCache.set_cache`` resolves to ``default_ttl`` (600 seconds / 10 minutes by
+ default).
+
+ Used only for static access-key credentials and ambient credentials from
+ ``_auth_with_env_vars`` (including when skipping AssumeRole because the runtime identity
+ already matches ``aws_role_name``).
+
+ AssumeRole, web identity exchange, profiles, and explicit session-token tuples are not
+ cached here — shared ``Credentials`` / refresh state must not span logical sessions.
+ """
+ cache_key = self.get_cache_key(credential_args)
+ _cached = self.iam_cache.get_cache(cache_key)
+ if _cached:
+ return _cached
+ credentials, ttl = credential_fetcher()
+ self.iam_cache.set_cache(cache_key, credentials, ttl=ttl)
+ return credentials
+
+ @staticmethod
+ def _is_auth_with_web_identity_token(
+ aws_web_identity_token: Optional[str],
+ aws_role_name: Optional[str],
+ aws_session_name: Optional[str],
+ ) -> bool:
+ return (
+ aws_web_identity_token is not None
+ and aws_role_name is not None
+ and aws_session_name is not None
+ )
+
+ @staticmethod
+ def _is_auth_with_aws_role(aws_role_name: Optional[str]) -> bool:
+ return aws_role_name is not None
+
+ @staticmethod
+ def _is_auth_with_aws_profile(aws_profile_name: Optional[str]) -> bool:
+ return aws_profile_name is not None
+
+ @staticmethod
+ def _is_auth_with_aws_session_token_tuple(
+ aws_access_key_id: Optional[str],
+ aws_secret_access_key: Optional[str],
+ aws_session_token: Optional[str],
+ ) -> bool:
+ return (
+ aws_access_key_id is not None
+ and aws_secret_access_key is not None
+ and aws_session_token is not None
+ )
+
+ @staticmethod
+ def _is_auth_with_access_key_and_secret_key(
+ aws_access_key_id: Optional[str],
+ aws_secret_access_key: Optional[str],
+ aws_region_name: Optional[str],
+ ) -> bool:
+ return (
+ aws_access_key_id is not None
+ and aws_secret_access_key is not None
+ and aws_region_name is not None
+ )
+
@tracer.wrap()
def get_credentials(
self,
@@ -184,95 +267,97 @@ class BaseAWSLLM:
aws_external_id,
)
- # create cache key for non-expiring auth flows
args = {
k: v
for k, v in locals().items()
if k.startswith("aws_") or k == "ssl_verify"
}
- cache_key = self.get_cache_key(args)
- _cached_credentials = self.iam_cache.get_cache(cache_key)
- if _cached_credentials:
- return _cached_credentials
-
#########################################################
# Handle diff boto3 auth flows
# for each helper
# Return:
# Credentials - boto3.Credentials
# cache ttl - Optional[int]. If None, the credentials are not cached. Some auth flows have no expiry time.
+ #
+ # iam_cache: static keys and ambient env only (including skip-AssumeRole path).
+ # Do not cache AssumeRole / web identity / profile / explicit session-token paths here.
#########################################################
- if (
- aws_web_identity_token is not None
- and aws_role_name is not None
- and aws_session_name is not None
+ if self._is_auth_with_web_identity_token(
+ aws_web_identity_token,
+ aws_role_name,
+ aws_session_name,
):
credentials, _cache_ttl = self._auth_with_web_identity_token(
- aws_web_identity_token=aws_web_identity_token,
- aws_role_name=aws_role_name,
- aws_session_name=aws_session_name,
+ aws_web_identity_token=cast(str, aws_web_identity_token),
+ aws_role_name=cast(str, aws_role_name),
+ aws_session_name=cast(str, aws_session_name),
aws_region_name=aws_region_name,
aws_sts_endpoint=aws_sts_endpoint,
aws_external_id=aws_external_id,
)
- elif aws_role_name is not None:
- # Check if we're already running as the target role and can skip assumption
- # This handles IRSA (EKS), ECS task roles, and EC2 instance profiles
- if self._is_already_running_as_role(aws_role_name, ssl_verify=ssl_verify):
+ return credentials
+ elif self._is_auth_with_aws_role(aws_role_name):
+ # Same role (IRSA/ECS/EC2): ambient creds via _get_or_set_cached_credentials like the
+ # default env branch; never pre-read cache (must run _is_already_running_as_role first).
+ if self._is_already_running_as_role(
+ cast(str, aws_role_name), ssl_verify=ssl_verify
+ ):
verbose_logger.debug(
"Already running as target role %s, using ambient credentials",
aws_role_name,
)
- credentials, _cache_ttl = self._auth_with_env_vars()
- else:
- verbose_logger.debug(
- "Using role assumption: calling _auth_with_aws_role"
+ return self._get_or_set_cached_credentials(
+ args, self._auth_with_env_vars
)
- # If aws_session_name is not provided, generate a default one
- if aws_session_name is None:
- aws_session_name = (
- f"litellm-session-{int(datetime.now().timestamp())}"
- )
- credentials, _cache_ttl = self._auth_with_aws_role(
- aws_access_key_id=aws_access_key_id,
- aws_secret_access_key=aws_secret_access_key,
- aws_session_token=aws_session_token,
- aws_role_name=aws_role_name,
- aws_session_name=aws_session_name,
- aws_region_name=aws_region_name,
- aws_sts_endpoint=aws_sts_endpoint,
- aws_external_id=aws_external_id,
- ssl_verify=ssl_verify,
- )
-
- elif aws_profile_name is not None: ### CHECK SESSION ###
- credentials, _cache_ttl = self._auth_with_aws_profile(aws_profile_name)
- elif (
- aws_access_key_id is not None
- and aws_secret_access_key is not None
- and aws_session_token is not None
- ):
- credentials, _cache_ttl = self._auth_with_aws_session_token(
+ verbose_logger.debug("Using role assumption: calling _auth_with_aws_role")
+ # If aws_session_name is not provided, generate a default one
+ if aws_session_name is None:
+ aws_session_name = f"litellm-session-{int(datetime.now().timestamp())}"
+ credentials, _assume_ttl = self._auth_with_aws_role(
aws_access_key_id=aws_access_key_id,
aws_secret_access_key=aws_secret_access_key,
aws_session_token=aws_session_token,
- )
- elif (
- aws_access_key_id is not None
- and aws_secret_access_key is not None
- and aws_region_name is not None
- ):
- credentials, _cache_ttl = self._auth_with_access_key_and_secret_key(
- aws_access_key_id=aws_access_key_id,
- aws_secret_access_key=aws_secret_access_key,
+ aws_role_name=cast(str, aws_role_name),
+ aws_session_name=aws_session_name,
aws_region_name=aws_region_name,
+ aws_sts_endpoint=aws_sts_endpoint,
+ aws_external_id=aws_external_id,
+ ssl_verify=ssl_verify,
+ )
+ return credentials
+
+ elif self._is_auth_with_aws_profile(aws_profile_name):
+ credentials, _cache_ttl = self._auth_with_aws_profile(
+ cast(str, aws_profile_name)
+ )
+ return credentials
+ elif self._is_auth_with_aws_session_token_tuple(
+ aws_access_key_id,
+ aws_secret_access_key,
+ aws_session_token,
+ ):
+ credentials, _cache_ttl = self._auth_with_aws_session_token(
+ aws_access_key_id=cast(str, aws_access_key_id),
+ aws_secret_access_key=cast(str, aws_secret_access_key),
+ aws_session_token=cast(str, aws_session_token),
+ )
+ return credentials
+ elif self._is_auth_with_access_key_and_secret_key(
+ aws_access_key_id,
+ aws_secret_access_key,
+ aws_region_name,
+ ):
+ return self._get_or_set_cached_credentials(
+ args,
+ lambda: self._auth_with_access_key_and_secret_key(
+ aws_access_key_id=cast(str, aws_access_key_id),
+ aws_secret_access_key=cast(str, aws_secret_access_key),
+ aws_region_name=cast(str, aws_region_name),
+ ),
)
else:
- credentials, _cache_ttl = self._auth_with_env_vars()
-
- self.iam_cache.set_cache(cache_key, credentials, ttl=_cache_ttl)
- return credentials
+ return self._get_or_set_cached_credentials(args, self._auth_with_env_vars)
def _get_aws_region_from_model_arn(self, model: Optional[str]) -> Optional[str]:
try:
diff --git a/litellm/llms/bedrock/passthrough/transformation.py b/litellm/llms/bedrock/passthrough/transformation.py
index 274b0282acc..846af65c0f9 100644
--- a/litellm/llms/bedrock/passthrough/transformation.py
+++ b/litellm/llms/bedrock/passthrough/transformation.py
@@ -10,14 +10,12 @@ from ..base_aws_llm import BaseAWSLLM
from ..common_utils import BedrockEventStreamDecoderBase, BedrockModelInfo
if TYPE_CHECKING:
+ from httpx import URL
+
from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
from litellm.types.utils import CostResponseTypes
-if TYPE_CHECKING:
- from httpx import URL
-
-
class BedrockPassthroughConfig(
BaseAWSLLM, BedrockModelInfo, BedrockEventStreamDecoderBase, BasePassthroughConfig
):
diff --git a/litellm/llms/custom_httpx/llm_http_handler.py b/litellm/llms/custom_httpx/llm_http_handler.py
index 2ffc7acbfb1..fa1253d9005 100644
--- a/litellm/llms/custom_httpx/llm_http_handler.py
+++ b/litellm/llms/custom_httpx/llm_http_handler.py
@@ -5255,7 +5255,6 @@ class BaseLLMHTTPHandler:
headers = {
"Authorization": f"Bearer {api_key}",
"Content-Type": "application/json",
- "OpenAI-Beta": "realtime=v1",
}
if extra_headers:
diff --git a/litellm/llms/openai/realtime/handler.py b/litellm/llms/openai/realtime/handler.py
index 5ca0a3186f7..f34dae2df09 100644
--- a/litellm/llms/openai/realtime/handler.py
+++ b/litellm/llms/openai/realtime/handler.py
@@ -6,12 +6,15 @@ This requires websockets, and is currently only supported on LiteLLM Proxy.
from typing import Any, Optional, cast
-from litellm._logging import _redact_string
+from litellm._logging import _redact_string, verbose_logger
from litellm.constants import REALTIME_WEBSOCKET_MAX_MESSAGE_SIZE_BYTES
from litellm.types.realtime import RealtimeQueryParams
from ....litellm_core_utils.litellm_logging import Logging as LiteLLMLogging
-from ....litellm_core_utils.realtime_streaming import RealTimeStreaming
+from ....litellm_core_utils.realtime_streaming import (
+ RealTimeStreaming,
+ client_sent_openai_beta_realtime_header,
+)
from ....llms.custom_httpx.http_handler import get_shared_realtime_ssl_context
from ..openai import OpenAIChatCompletion
@@ -33,21 +36,24 @@ class OpenAIRealtime(OpenAIChatCompletion):
"""
return "https://api.openai.com/"
- def _get_additional_headers(self, api_key: str) -> dict:
+ def _get_additional_headers(
+ self,
+ api_key: str,
+ *,
+ openai_beta_realtime: bool = False,
+ ) -> dict:
"""
- Get additional headers beyond Authorization.
- Override this in subclasses to customize headers (e.g., remove OpenAI-Beta).
+ Headers for the upstream OpenAI Realtime WebSocket.
- Args:
- api_key: API key for authentication
-
- Returns:
- Dictionary of additional headers
+ When the client sent ``OpenAI-Beta: realtime=v1`` on the proxy WebSocket,
+ ``openai_beta_realtime`` is True and the same header is forwarded upstream
+ so the legacy beta API is used. GA clients omit that header on the client
+ connection and must send GA-shaped ``session.update`` payloads.
"""
- return {
- "Authorization": f"Bearer {api_key}",
- "OpenAI-Beta": "realtime=v1",
- }
+ headers: dict = {"Authorization": f"Bearer {api_key}"}
+ if openai_beta_realtime:
+ headers["OpenAI-Beta"] = "realtime=v1"
+ return headers
def _get_ssl_config(self, url: str) -> Any:
"""
@@ -120,8 +126,16 @@ class OpenAIRealtime(OpenAIChatCompletion):
# Get provider-specific SSL configuration
ssl_config = self._get_ssl_config(url)
- # Get provider-specific headers
- headers = self._get_additional_headers(api_key)
+ openai_beta_realtime = client_sent_openai_beta_realtime_header(websocket)
+ if not openai_beta_realtime:
+ verbose_logger.debug(
+ "OpenAI Realtime: connecting with GA protocol (no OpenAI-Beta header). "
+ "If your client expects beta event names, add 'OpenAI-Beta: realtime=v1' "
+ "to the WebSocket headers sent to the LiteLLM proxy."
+ )
+ headers = self._get_additional_headers(
+ api_key, openai_beta_realtime=openai_beta_realtime
+ )
# Log a masked request preview consistent with other endpoints.
logging_obj.pre_call(
diff --git a/litellm/llms/xai/realtime/handler.py b/litellm/llms/xai/realtime/handler.py
index 805cce5a264..eab19f4a6c8 100644
--- a/litellm/llms/xai/realtime/handler.py
+++ b/litellm/llms/xai/realtime/handler.py
@@ -28,7 +28,12 @@ class XAIRealtime(OpenAIRealtime):
"""xAI uses a different API base URL."""
return XAI_API_BASE
- def _get_additional_headers(self, api_key: str) -> dict:
+ def _get_additional_headers(
+ self,
+ api_key: str,
+ *,
+ openai_beta_realtime: bool = False,
+ ) -> dict:
"""
xAI does NOT require the OpenAI-Beta header.
Only send Authorization header.
diff --git a/litellm/proxy/_experimental/out/404.html b/litellm/proxy/_experimental/out/404.html
new file mode 100644
index 00000000000..17fdb3b3582
--- /dev/null
+++ b/litellm/proxy/_experimental/out/404.html
@@ -0,0 +1 @@
+404: This page could not be found.LiteLLM Dashboard
404
This page could not be found.
\ No newline at end of file
diff --git a/litellm/proxy/_experimental/out/__next.__PAGE__.txt b/litellm/proxy/_experimental/out/__next.__PAGE__.txt
index 46db354e084..cf19a1edd6c 100644
--- a/litellm/proxy/_experimental/out/__next.__PAGE__.txt
+++ b/litellm/proxy/_experimental/out/__next.__PAGE__.txt
@@ -1,10 +1,10 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/d415c843a5441964.js b/litellm/proxy/_experimental/out/_next/static/chunks/03c715f5e0f1425c.js
similarity index 55%
rename from litellm/proxy/_experimental/out/_next/static/chunks/d415c843a5441964.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/03c715f5e0f1425c.js
index f43252ff81a..963ac87c939 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/d415c843a5441964.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/03c715f5e0f1425c.js
@@ -1 +1 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/e641179604eae8c8.js b/litellm/proxy/_experimental/out/_next/static/chunks/8e3d0ce9505a304f.js
similarity index 67%
rename from litellm/proxy/_experimental/out/_next/static/chunks/e641179604eae8c8.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/8e3d0ce9505a304f.js
index e0ef4dd08d9..8818df96208 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/e641179604eae8c8.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/8e3d0ce9505a304f.js
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similarity index 91%
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rename to litellm/proxy/_experimental/out/_next/static/chunks/ae420624472238ad.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/d961e479f06c8774.js b/litellm/proxy/_experimental/out/_next/static/chunks/d961e479f06c8774.js
deleted file mode 100644
index 80e26691cc3..00000000000
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/e9906ef85805c46e.js b/litellm/proxy/_experimental/out/_next/static/chunks/e9906ef85805c46e.js
deleted file mode 100644
index 9c3b17cdc80..00000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/e9906ef85805c46e.js
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new file mode 100644
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3:I[897367,["/litellm-asset-prefix/_next/static/chunks/d96012bcfc98706a.js","/litellm-asset-prefix/_next/static/chunks/dbca964212122d58.js"],"MetadataBoundary"]
4:"$Sreact.suspense"
5:I[27201,["/litellm-asset-prefix/_next/static/chunks/d96012bcfc98706a.js","/litellm-asset-prefix/_next/static/chunks/dbca964212122d58.js"],"IconMark"]
-0:{"buildId":"lVPGJ4SMG3ZUqEHCANFji","rsc":["$","$1","h",{"children":[null,["$","$L2",null,{"children":[["$","meta","0",{"charSet":"utf-8"}],["$","meta","1",{"name":"viewport","content":"width=device-width, initial-scale=1"}]]}],["$","div",null,{"hidden":true,"children":["$","$L3",null,{"children":["$","$4",null,{"name":"Next.Metadata","children":[["$","title","0",{"children":"LiteLLM Dashboard"}],["$","meta","1",{"name":"description","content":"LiteLLM Proxy Admin UI"}],["$","link","2",{"rel":"icon","href":"/favicon.ico?favicon.1d32c690.ico","sizes":"48x48","type":"image/x-icon"}],["$","link","3",{"rel":"icon","href":"./favicon.ico"}],["$","$L5","4",{}]]}]}]}],["$","meta",null,{"name":"next-size-adjust","content":""}]]}],"loading":null,"isPartial":false}
+0:{"buildId":"8TZ2JbOi7SZ6BCj9ScTHW","rsc":["$","$1","h",{"children":[null,["$","$L2",null,{"children":[["$","meta","0",{"charSet":"utf-8"}],["$","meta","1",{"name":"viewport","content":"width=device-width, initial-scale=1"}]]}],["$","div",null,{"hidden":true,"children":["$","$L3",null,{"children":["$","$4",null,{"name":"Next.Metadata","children":[["$","title","0",{"children":"LiteLLM Dashboard"}],["$","meta","1",{"name":"description","content":"LiteLLM Proxy Admin UI"}],["$","link","2",{"rel":"icon","href":"/favicon.ico?favicon.1d32c690.ico","sizes":"48x48","type":"image/x-icon"}],["$","link","3",{"rel":"icon","href":"./favicon.ico"}],["$","$L5","4",{}]]}]}]}],["$","meta",null,{"name":"next-size-adjust","content":""}]]}],"loading":null,"isPartial":false}
diff --git a/litellm/proxy/_experimental/out/virtual-keys/__next._index.txt b/litellm/proxy/_experimental/out/virtual-keys/__next._index.txt
index b67ffde6a4d..f23ca44427c 100644
--- a/litellm/proxy/_experimental/out/virtual-keys/__next._index.txt
+++ b/litellm/proxy/_experimental/out/virtual-keys/__next._index.txt
@@ -5,4 +5,4 @@
5:I[837457,["/litellm-asset-prefix/_next/static/chunks/d96012bcfc98706a.js","/litellm-asset-prefix/_next/static/chunks/dbca964212122d58.js"],"default"]
:HL["/litellm-asset-prefix/_next/static/chunks/4e20891f2fd03463.css","style"]
:HL["/litellm-asset-prefix/_next/static/chunks/91037395c95e366d.css","style"]
-0:{"buildId":"lVPGJ4SMG3ZUqEHCANFji","rsc":["$","$1","c",{"children":[[["$","link","0",{"rel":"stylesheet","href":"/litellm-asset-prefix/_next/static/chunks/4e20891f2fd03463.css","precedence":"next"}],["$","link","1",{"rel":"stylesheet","href":"/litellm-asset-prefix/_next/static/chunks/91037395c95e366d.css","precedence":"next"}],["$","script","script-0",{"src":"/litellm-asset-prefix/_next/static/chunks/9e09de50158b3159.js","async":true}],["$","script","script-1",{"src":"/litellm-asset-prefix/_next/static/chunks/7e5fe5584502da06.js","async":true}]],["$","html",null,{"lang":"en","children":["$","body",null,{"className":"inter_5972bc34-module__OU16Qa__className","children":["$","$L2",null,{"children":["$","$L3",null,{"children":["$","$L4",null,{"parallelRouterKey":"children","template":["$","$L5",null,{}],"notFound":[[["$","title",null,{"children":"404: This page could not be found."}],["$","div",null,{"style":{"fontFamily":"system-ui,\"Segoe UI\",Roboto,Helvetica,Arial,sans-serif,\"Apple Color Emoji\",\"Segoe UI Emoji\"","height":"100vh","textAlign":"center","display":"flex","flexDirection":"column","alignItems":"center","justifyContent":"center"},"children":["$","div",null,{"children":[["$","style",null,{"dangerouslySetInnerHTML":{"__html":"body{color:#000;background:#fff;margin:0}.next-error-h1{border-right:1px solid rgba(0,0,0,.3)}@media (prefers-color-scheme:dark){body{color:#fff;background:#000}.next-error-h1{border-right:1px solid rgba(255,255,255,.3)}}"}}],["$","h1",null,{"className":"next-error-h1","style":{"display":"inline-block","margin":"0 20px 0 0","padding":"0 23px 0 0","fontSize":24,"fontWeight":500,"verticalAlign":"top","lineHeight":"49px"},"children":404}],["$","div",null,{"style":{"display":"inline-block"},"children":["$","h2",null,{"style":{"fontSize":14,"fontWeight":400,"lineHeight":"49px","margin":0},"children":"This page could not be found."}]}]]}]}]],[]]}]}]}]}]}]]}],"loading":null,"isPartial":false}
+0:{"buildId":"8TZ2JbOi7SZ6BCj9ScTHW","rsc":["$","$1","c",{"children":[[["$","link","0",{"rel":"stylesheet","href":"/litellm-asset-prefix/_next/static/chunks/4e20891f2fd03463.css","precedence":"next"}],["$","link","1",{"rel":"stylesheet","href":"/litellm-asset-prefix/_next/static/chunks/91037395c95e366d.css","precedence":"next"}],["$","script","script-0",{"src":"/litellm-asset-prefix/_next/static/chunks/9e09de50158b3159.js","async":true}],["$","script","script-1",{"src":"/litellm-asset-prefix/_next/static/chunks/7e5fe5584502da06.js","async":true}]],["$","html",null,{"lang":"en","children":["$","body",null,{"className":"inter_5972bc34-module__OU16Qa__className","children":["$","$L2",null,{"children":["$","$L3",null,{"children":["$","$L4",null,{"parallelRouterKey":"children","template":["$","$L5",null,{}],"notFound":[[["$","title",null,{"children":"404: This page could not be found."}],["$","div",null,{"style":{"fontFamily":"system-ui,\"Segoe UI\",Roboto,Helvetica,Arial,sans-serif,\"Apple Color Emoji\",\"Segoe UI Emoji\"","height":"100vh","textAlign":"center","display":"flex","flexDirection":"column","alignItems":"center","justifyContent":"center"},"children":["$","div",null,{"children":[["$","style",null,{"dangerouslySetInnerHTML":{"__html":"body{color:#000;background:#fff;margin:0}.next-error-h1{border-right:1px solid rgba(0,0,0,.3)}@media (prefers-color-scheme:dark){body{color:#fff;background:#000}.next-error-h1{border-right:1px solid rgba(255,255,255,.3)}}"}}],["$","h1",null,{"className":"next-error-h1","style":{"display":"inline-block","margin":"0 20px 0 0","padding":"0 23px 0 0","fontSize":24,"fontWeight":500,"verticalAlign":"top","lineHeight":"49px"},"children":404}],["$","div",null,{"style":{"display":"inline-block"},"children":["$","h2",null,{"style":{"fontSize":14,"fontWeight":400,"lineHeight":"49px","margin":0},"children":"This page could not be found."}]}]]}]}]],[]]}]}]}]}]}]]}],"loading":null,"isPartial":false}
diff --git a/litellm/proxy/_experimental/out/virtual-keys/__next._tree.txt b/litellm/proxy/_experimental/out/virtual-keys/__next._tree.txt
index 262a4c2ecaf..047910d64f1 100644
--- a/litellm/proxy/_experimental/out/virtual-keys/__next._tree.txt
+++ b/litellm/proxy/_experimental/out/virtual-keys/__next._tree.txt
@@ -1,4 +1,4 @@
:HL["/litellm-asset-prefix/_next/static/chunks/4e20891f2fd03463.css","style"]
:HL["/litellm-asset-prefix/_next/static/chunks/91037395c95e366d.css","style"]
:HL["/litellm-asset-prefix/_next/static/media/83afe278b6a6bb3c-s.p.3a6ba036.woff2","font",{"crossOrigin":"","type":"font/woff2"}]
-0:{"buildId":"lVPGJ4SMG3ZUqEHCANFji","tree":{"name":"","paramType":null,"paramKey":"","hasRuntimePrefetch":false,"slots":{"children":{"name":"(dashboard)","paramType":null,"paramKey":"(dashboard)","hasRuntimePrefetch":false,"slots":{"children":{"name":"virtual-keys","paramType":null,"paramKey":"virtual-keys","hasRuntimePrefetch":false,"slots":{"children":{"name":"__PAGE__","paramType":null,"paramKey":"__PAGE__","hasRuntimePrefetch":false,"slots":null,"isRootLayout":false}},"isRootLayout":false}},"isRootLayout":false}},"isRootLayout":true},"staleTime":300}
+0:{"buildId":"8TZ2JbOi7SZ6BCj9ScTHW","tree":{"name":"","paramType":null,"paramKey":"","hasRuntimePrefetch":false,"slots":{"children":{"name":"(dashboard)","paramType":null,"paramKey":"(dashboard)","hasRuntimePrefetch":false,"slots":{"children":{"name":"virtual-keys","paramType":null,"paramKey":"virtual-keys","hasRuntimePrefetch":false,"slots":{"children":{"name":"__PAGE__","paramType":null,"paramKey":"__PAGE__","hasRuntimePrefetch":false,"slots":null,"isRootLayout":false}},"isRootLayout":false}},"isRootLayout":false}},"isRootLayout":true},"staleTime":300}
diff --git a/litellm/types/llms/openai.py b/litellm/types/llms/openai.py
index 986ec39f3bb..abe58199dfd 100644
--- a/litellm/types/llms/openai.py
+++ b/litellm/types/llms/openai.py
@@ -1878,14 +1878,24 @@ class OpenAIRealtimeStreamSessionEvents(TypedDict):
class OpenAIRealtimeStreamResponseOutputItemContent(TypedDict, total=False):
audio: str
- """Base64-encoded audio bytes, used for 'input_audio' content types"""
+ """Base64-encoded audio bytes, used for 'input_audio' / 'audio' / 'output_audio' content types"""
id: str
"""The ID of the previous conversation item for reference"""
text: str
- """The text content, used for 'input_text' and 'text' content types"""
+ """The text content, used for 'input_text' / 'text' / 'output_text' content types"""
transcript: str
- """The transcript content, used for 'input_audio' content types"""
- type: Literal["input_audio", "input_text", "text", "item_reference", "audio"]
+ """The transcript content, used for 'input_audio' / 'audio' content types"""
+ type: Literal[
+ "input_audio",
+ "input_text",
+ # Beta assistant content types
+ "text",
+ "audio",
+ "item_reference",
+ # GA assistant content types (aligns with Responses API)
+ "output_text",
+ "output_audio",
+ ]
"""The type of content"""
@@ -1945,23 +1955,46 @@ class OpenAIRealtimeConversationCreated(TypedDict, total=False):
class OpenAIRealtimeConversationItemCreated(TypedDict, total=False):
+ """Beta: single event emitted when a conversation item is created."""
+
type: Required[Literal["conversation.item.created"]]
item: OpenAIRealtimeStreamResponseOutputItem
event_id: str
- previous_item_id: str
+ previous_item_id: Optional[str] # None when this is the first item
+
+
+class OpenAIRealtimeConversationItemAdded(TypedDict, total=False):
+ """GA: emitted immediately when a conversation item is added (replaces .created)."""
+
+ type: Required[Literal["conversation.item.added"]]
+ item: OpenAIRealtimeStreamResponseOutputItem
+ event_id: str
+ previous_item_id: Optional[str] # None when this is the first item
+
+
+class OpenAIRealtimeConversationItemDone(TypedDict, total=False):
+ """GA: emitted when a conversation item is fully complete (e.g. transcription done)."""
+
+ type: Required[Literal["conversation.item.done"]]
+ item: OpenAIRealtimeStreamResponseOutputItem
+ event_id: str
+ previous_item_id: Optional[str] # None when this is the first item
class OpenAIRealtimeResponseContentPart(TypedDict, total=False):
audio: str
- """Base64-encoded audio bytes, if type is 'audio'"""
+ """Base64-encoded audio bytes, if type is 'audio' or 'output_audio'"""
text: str
- """The text content, if type is 'text'"""
+ """The text content, if type is 'text' or 'output_text'"""
transcript: str
- """The transcript content, if type is 'audio'"""
+ """The transcript content, if type is 'audio' or 'output_audio'"""
- type: Literal["audio", "text"]
+ type: Union[
+ Literal["audio", "text"], # beta
+ Literal["output_audio", "output_text"], # GA
+ ]
"""The type of content"""
@@ -1982,7 +2015,14 @@ class OpenAIRealtimeResponseDelta(TypedDict):
item_id: str
output_index: int
response_id: str
- type: Union[Literal["response.text.delta"], Literal["response.audio.delta"]]
+ type: Union[
+ Literal["response.text.delta"],
+ Literal["response.audio.delta"],
+ # GA renamed events
+ Literal["response.output_text.delta"],
+ Literal["response.output_audio.delta"],
+ Literal["response.output_audio_transcript.delta"],
+ ]
class OpenAIRealtimeResponseTextDone(TypedDict):
@@ -1992,7 +2032,10 @@ class OpenAIRealtimeResponseTextDone(TypedDict):
output_index: int
response_id: str
text: str
- type: Literal["response.text.done"]
+ type: Union[
+ Literal["response.text.done"],
+ Literal["response.output_text.done"], # GA rename
+ ]
class OpenAIRealtimeResponseAudioDone(TypedDict):
@@ -2001,7 +2044,11 @@ class OpenAIRealtimeResponseAudioDone(TypedDict):
item_id: str
output_index: int
response_id: str
- type: Literal["response.audio.done"]
+ type: Union[
+ Literal["response.audio.done"],
+ Literal["response.output_audio.done"], # GA rename
+ Literal["response.output_audio_transcript.done"], # GA rename
+ ]
class OpenAIRealtimeContentPartDone(TypedDict):
@@ -2046,10 +2093,18 @@ class OpenAIRealtimeDoneEvent(TypedDict):
class OpenAIRealtimeEventTypes(Enum):
SESSION_CREATED = "session.created"
+ # Beta delta event names
RESPONSE_TEXT_DELTA = "response.text.delta"
RESPONSE_AUDIO_DELTA = "response.audio.delta"
RESPONSE_TEXT_DONE = "response.text.done"
RESPONSE_AUDIO_DONE = "response.audio.done"
+ # GA renamed delta event names
+ RESPONSE_OUTPUT_TEXT_DELTA = "response.output_text.delta"
+ RESPONSE_OUTPUT_AUDIO_DELTA = "response.output_audio.delta"
+ RESPONSE_OUTPUT_AUDIO_TRANSCRIPT_DELTA = "response.output_audio_transcript.delta"
+ RESPONSE_OUTPUT_TEXT_DONE = "response.output_text.done"
+ RESPONSE_OUTPUT_AUDIO_DONE = "response.output_audio.done"
+ RESPONSE_OUTPUT_AUDIO_TRANSCRIPT_DONE = "response.output_audio_transcript.done"
RESPONSE_DONE = "response.done"
RESPONSE_OUTPUT_ITEM_ADDED = "response.output_item.added"
RESPONSE_CONTENT_PART_ADDED = "response.content_part.added"
@@ -2060,7 +2115,11 @@ OpenAIRealtimeEvents = Union[
OpenAIRealtimeStreamSessionEvents,
OpenAIRealtimeStreamResponseOutputItemAdded,
OpenAIRealtimeResponseContentPartAdded,
+ # Beta conversation item event
OpenAIRealtimeConversationItemCreated,
+ # GA conversation item events
+ OpenAIRealtimeConversationItemAdded,
+ OpenAIRealtimeConversationItemDone,
OpenAIRealtimeConversationCreated,
OpenAIRealtimeResponseDelta,
OpenAIRealtimeResponseTextDone,
diff --git a/pyproject.toml b/pyproject.toml
index 48acf8d8712..8445a5a60f8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,8 +52,8 @@ proxy = [
"azure-identity==1.25.2",
"azure-storage-blob==12.28.0",
"mcp==1.26.0",
- "litellm-proxy-extras==0.4.70",
- "litellm-enterprise==0.1.39",
+ "litellm-proxy-extras==0.4.71",
+ "litellm-enterprise==0.1.40",
"RestrictedPython==8.1",
"rich==13.9.4",
"polars==1.38.1",
diff --git a/tests/_vcr_conftest_common.py b/tests/_vcr_conftest_common.py
new file mode 100644
index 00000000000..73a5635ab67
--- /dev/null
+++ b/tests/_vcr_conftest_common.py
@@ -0,0 +1,443 @@
+"""Shared VCR (Redis-backed) plumbing imported by per-directory conftests.
+
+See ``tests/llm_translation/Readme.md`` for the full design and
+``tests/llm_translation/conftest.py`` for the reference wiring."""
+
+from __future__ import annotations
+
+import atexit
+import hashlib
+import os
+import sys
+from typing import Iterable
+
+import pytest
+
+from tests._vcr_redis_persister import (
+ cassette_cache_capacity_snapshot,
+ cassette_cache_health,
+ filter_non_2xx_response,
+ format_vcr_verdict,
+ make_redis_persister,
+ mark_test_outcome_for_cassette,
+ patch_vcrpy_aiohttp_record_path,
+ vcr_verbose_enabled,
+)
+
+CASSETTE_CACHE_HIGH_WATER_FRACTION = 0.85
+
+
+SAFE_BODY_MATCHER_NAME = "safe_body"
+KEY_FINGERPRINT_MATCHER_NAME = "key_fingerprint"
+KEY_FINGERPRINT_HEADER = "x-litellm-key-fp"
+
+# Intentionally narrower than ``FILTERED_REQUEST_HEADERS``: AWS SigV4 headers
+# carry secrets but their values rotate on every call, so fingerprinting them
+# would defeat caching.
+API_KEY_HEADERS = (
+ "authorization",
+ "x-api-key",
+ "anthropic-api-key",
+ "openai-api-key",
+ "azure-api-key",
+ "api-key",
+ "x-goog-api-key",
+)
+
+FILTERED_REQUEST_HEADERS = (
+ "authorization",
+ "x-api-key",
+ "anthropic-api-key",
+ "anthropic-version",
+ "openai-api-key",
+ "azure-api-key",
+ "api-key",
+ "cookie",
+ "x-amz-security-token",
+ "x-amz-date",
+ "x-amz-content-sha256",
+ "amz-sdk-invocation-id",
+ "amz-sdk-request",
+ "x-goog-api-key",
+ "x-goog-user-project",
+)
+
+FILTERED_RESPONSE_HEADERS = (
+ "set-cookie",
+ "x-request-id",
+ "request-id",
+ "cf-ray",
+ "anthropic-organization-id",
+ "openai-organization",
+ "x-amzn-requestid",
+ "x-amzn-trace-id",
+ "date",
+)
+
+
+def _scrub_response(response):
+ if not isinstance(response, dict):
+ return response
+ headers = response.get("headers") or {}
+ if isinstance(headers, dict):
+ for header in list(headers):
+ if header.lower() in FILTERED_RESPONSE_HEADERS:
+ headers.pop(header, None)
+ return response
+
+
+def _before_record_response(response):
+ return filter_non_2xx_response(_scrub_response(response))
+
+
+def _safe_body_matcher(r1, r2) -> None:
+ """Compare request bodies as bytes; never invokes ``json.loads``.
+
+ vcrpy's stock ``body`` matcher unconditionally json-decodes
+ ``application/json`` payloads, which raises on JSON Lines bodies
+ (e.g. the Bedrock batch S3 PUT) before it can return "no match".
+ This matcher is strictly more conservative — the only equivalence
+ it gives up vs. the default is "JSON key order doesn't matter".
+ """
+ body1 = getattr(r1, "body", None)
+ body2 = getattr(r2, "body", None)
+ if body1 == body2:
+ return
+
+ def _to_bytes(b):
+ if b is None:
+ return b""
+ if isinstance(b, bytes):
+ return b
+ if isinstance(b, str):
+ return b.encode("utf-8")
+ return None
+
+ n1 = _to_bytes(body1)
+ n2 = _to_bytes(body2)
+ if n1 is not None and n2 is not None and n1 == n2:
+ return
+ raise AssertionError("request bodies differ")
+
+
+def _iter_header_values(headers, name: str):
+ if headers is None:
+ return
+ target = name.lower()
+ try:
+ items = headers.items()
+ except AttributeError:
+ return
+ for key, value in items:
+ if str(key).lower() != target:
+ continue
+ if isinstance(value, (list, tuple)):
+ for v in value:
+ yield v
+ else:
+ yield value
+
+
+def _compute_key_fingerprint(request) -> str:
+ headers = getattr(request, "headers", None)
+ parts: list[str] = []
+ for header_name in API_KEY_HEADERS:
+ for value in _iter_header_values(headers, header_name):
+ if value is None:
+ continue
+ text = value if isinstance(value, str) else str(value)
+ text = text.strip()
+ if not text:
+ continue
+ parts.append(f"{header_name}={text}")
+ if not parts:
+ return "no-key"
+ digest = hashlib.sha256("\n".join(parts).encode("utf-8")).hexdigest()
+ return digest[:16]
+
+
+def _strip_headers(headers, names: Iterable[str]) -> None:
+ if headers is None:
+ return
+ targets = {n.lower() for n in names}
+ try:
+ keys = list(headers.keys())
+ except AttributeError:
+ return
+ for key in keys:
+ if str(key).lower() in targets:
+ try:
+ del headers[key]
+ except (KeyError, TypeError):
+ pass
+
+
+def _before_record_request(request):
+ """Fingerprint API keys, then scrub them.
+
+ Order matters in two ways:
+
+ 1. vcrpy's ``filter_headers`` config option runs *before*
+ ``before_record_request``, so the auth-header scrubbing has to
+ live here; otherwise the secret would already be gone when we
+ try to hash it.
+ 2. vcrpy invokes this hook more than once per request (e.g.
+ ``can_play_response_for`` calls it, then ``_responses`` calls it
+ again on the result). The second invocation sees a request whose
+ auth headers we already stripped, so re-hashing would yield
+ ``"no-key"`` and the stored vs. incoming fingerprints would
+ diverge. Skip the recompute when the header is already set so
+ this hook is idempotent.
+ """
+ headers = getattr(request, "headers", None)
+ if headers is None:
+ return request
+ if not any(_iter_header_values(headers, KEY_FINGERPRINT_HEADER)):
+ fingerprint = _compute_key_fingerprint(request)
+ try:
+ headers[KEY_FINGERPRINT_HEADER] = fingerprint
+ except (TypeError, AttributeError):
+ pass
+ _strip_headers(headers, FILTERED_REQUEST_HEADERS)
+ return request
+
+
+def _key_fingerprint_matcher(r1, r2) -> None:
+ def _fp(req):
+ for value in _iter_header_values(
+ getattr(req, "headers", None), KEY_FINGERPRINT_HEADER
+ ):
+ if value is None:
+ continue
+ return value if isinstance(value, str) else str(value)
+ return "no-key"
+
+ if _fp(r1) != _fp(r2):
+ raise AssertionError("API key fingerprints differ")
+
+
+def vcr_config_dict() -> dict:
+ return {
+ "decode_compressed_response": True,
+ "record_mode": "new_episodes",
+ "allow_playback_repeats": True,
+ "match_on": (
+ "method",
+ "scheme",
+ "host",
+ "port",
+ "path",
+ "query",
+ KEY_FINGERPRINT_MATCHER_NAME,
+ SAFE_BODY_MATCHER_NAME,
+ ),
+ "before_record_request": _before_record_request,
+ "before_record_response": _before_record_response,
+ }
+
+
+def vcr_disabled() -> bool:
+ if os.environ.get("LITELLM_VCR_DISABLE") == "1":
+ return True
+ return not os.environ.get("CASSETTE_REDIS_URL")
+
+
+_atexit_banner_registered = False
+
+
+def _print_atexit_banner() -> None:
+ """Fallback for conftests that don't wire up ``pytest_terminal_summary``."""
+ if vcr_disabled():
+ return
+ if os.environ.get("PYTEST_XDIST_WORKER"):
+ return
+ health = cassette_cache_health()
+ save_failures = int(health.get("save_failures", 0) or 0)
+ load_failures = int(health.get("load_failures", 0) or 0)
+ snapshot = cassette_cache_capacity_snapshot()
+
+ def _emit(line: str) -> None:
+ sys.stderr.write(f"{line}\n")
+
+ if save_failures or load_failures:
+ bar = "=" * 60
+ _emit(bar)
+ _emit("VCR CASSETTE CACHE DEGRADED")
+ if save_failures:
+ _emit(
+ f" {save_failures} cassette save failure(s); last error: "
+ f"{health.get('save_failure_last_error', '')}"
+ )
+ if load_failures:
+ _emit(
+ f" {load_failures} cassette load failure(s); last error: "
+ f"{health.get('load_failure_last_error', '')}"
+ )
+ if snapshot:
+ _emit(_format_capacity_line(snapshot))
+ _emit(bar)
+ return
+ if snapshot and snapshot["used_pct"] >= CASSETTE_CACHE_HIGH_WATER_FRACTION * 100:
+ bar = "=" * 60
+ _emit(bar)
+ _emit("VCR CASSETTE CACHE NEAR CAPACITY")
+ _emit(_format_capacity_line(snapshot))
+ _emit(bar)
+
+
+def register_persister_if_enabled(vcr) -> None:
+ """Call from ``pytest_recording_configure(config, vcr)`` in each conftest."""
+ if vcr_disabled():
+ return
+ vcr.register_persister(make_redis_persister())
+ vcr.register_matcher(SAFE_BODY_MATCHER_NAME, _safe_body_matcher)
+ vcr.register_matcher(KEY_FINGERPRINT_MATCHER_NAME, _key_fingerprint_matcher)
+ patch_vcrpy_aiohttp_record_path()
+ global _atexit_banner_registered
+ if not _atexit_banner_registered:
+ atexit.register(_print_atexit_banner)
+ _atexit_banner_registered = True
+
+
+def apply_vcr_auto_marker_to_items(
+ items,
+ *,
+ skip_files: Iterable[str] = (),
+ skip_nodeid_suffixes: Iterable[str] = (),
+) -> None:
+ """Auto-apply ``pytest.mark.vcr`` to collected items.
+
+ ``skip_files`` are basenames to leave un-marked (e.g. respx-using
+ files, since respx and vcrpy both patch the httpx transport).
+ ``skip_nodeid_suffixes`` are node-id suffixes for individual tests
+ that depend on live cross-call provider state.
+ """
+ if vcr_disabled():
+ return
+ skip_files = frozenset(skip_files)
+ skip_nodeid_suffixes = tuple(skip_nodeid_suffixes)
+ for item in items:
+ filename = os.path.basename(str(item.path))
+ if filename in skip_files:
+ continue
+ if any(item.nodeid.endswith(suffix) for suffix in skip_nodeid_suffixes):
+ continue
+ if item.get_closest_marker("vcr") is not None:
+ continue
+ item.add_marker(pytest.mark.vcr)
+
+
+def record_vcr_outcome(request, vcr) -> None:
+ """Call from the post-yield section of an autouse fixture per test."""
+ cassette = vcr
+ rep_call = getattr(request.node, "rep_call", None)
+ test_passed = bool(rep_call and rep_call.passed)
+ cassette_path = getattr(cassette, "_path", None) if cassette is not None else None
+ if cassette_path:
+ mark_test_outcome_for_cassette(cassette_path, test_passed)
+
+ if not vcr_verbose_enabled():
+ return
+ verdict = format_vcr_verdict(cassette)
+ request.node.user_properties.append(("vcr_verdict", verdict))
+
+
+def _format_capacity_line(snapshot: dict) -> str:
+ used = int(snapshot.get("used_memory_bytes", 0) or 0)
+ cap = int(snapshot.get("maxmemory_bytes", 0) or 0)
+ pct = float(snapshot.get("used_pct", 0.0) or 0.0)
+ used_mb = used / (1024 * 1024)
+ cap_mb = cap / (1024 * 1024)
+ return (
+ f" Cassette Redis usage: {used_mb:.1f} MiB / {cap_mb:.1f} MiB "
+ f"({pct:.1f}% of maxmemory)"
+ )
+
+
+def emit_cassette_cache_session_banner(terminalreporter) -> None:
+ """Call from ``pytest_terminal_summary``. No-op on xdist workers."""
+ if vcr_disabled():
+ return
+ if os.environ.get("PYTEST_XDIST_WORKER"):
+ return
+
+ health = cassette_cache_health()
+ save_failures = int(health.get("save_failures", 0) or 0)
+ load_failures = int(health.get("load_failures", 0) or 0)
+ snapshot = cassette_cache_capacity_snapshot()
+
+ if save_failures or load_failures:
+ terminalreporter.write_sep(
+ "=", "VCR CASSETTE CACHE DEGRADED", red=True, bold=True
+ )
+ if save_failures:
+ terminalreporter.write_line(
+ f" {save_failures} cassette save failure(s); last error: "
+ f"{health.get('save_failure_last_error', '')}"
+ )
+ if load_failures:
+ terminalreporter.write_line(
+ f" {load_failures} cassette load failure(s); last error: "
+ f"{health.get('load_failure_last_error', '')}"
+ )
+ terminalreporter.write_line(
+ " Tests still passed because cassette persistence is best-effort, "
+ "but the Redis cache may be degraded (e.g. at maxmemory cap, "
+ "unreachable, or read-only)."
+ )
+ if snapshot:
+ terminalreporter.write_line(_format_capacity_line(snapshot))
+ terminalreporter.write_sep("=", red=True, bold=True)
+ return
+
+ if snapshot and snapshot["used_pct"] >= CASSETTE_CACHE_HIGH_WATER_FRACTION * 100:
+ terminalreporter.write_sep(
+ "=", "VCR CASSETTE CACHE NEAR CAPACITY", yellow=True, bold=True
+ )
+ terminalreporter.write_line(_format_capacity_line(snapshot))
+ terminalreporter.write_line(
+ " No save failures yet, but Redis is approaching maxmemory. "
+ "Consider running tests/_flush_vcr_cache.py or letting more "
+ "keys age out before the next session."
+ )
+ terminalreporter.write_sep("=", yellow=True, bold=True)
+
+
+class VerboseReporterState:
+ """Holds the controller's plugin manager / terminal reporter so each
+ consuming conftest can print ``[VCR HIT|MISS|...]`` lines next to tests."""
+
+ def __init__(self) -> None:
+ self.pluginmanager = None
+ self.terminal_reporter = None
+
+ def remember_pluginmanager(self, config) -> None:
+ if os.environ.get("PYTEST_XDIST_WORKER"):
+ return
+ self.pluginmanager = config.pluginmanager
+
+ def resolve_terminal_reporter(self):
+ if self.terminal_reporter is not None:
+ return self.terminal_reporter
+ if self.pluginmanager is None:
+ return None
+ self.terminal_reporter = self.pluginmanager.getplugin("terminalreporter")
+ return self.terminal_reporter
+
+ def maybe_emit_verdict(self, report) -> None:
+ if report.when != "teardown":
+ return
+ if os.environ.get("PYTEST_XDIST_WORKER"):
+ return
+ if not vcr_verbose_enabled():
+ return
+ reporter = self.resolve_terminal_reporter()
+ if reporter is None:
+ return
+ verdict = next(
+ (v for k, v in (report.user_properties or []) if k == "vcr_verdict"),
+ None,
+ )
+ if not verdict:
+ return
+ reporter.write_line(f"{verdict} :: {report.nodeid}")
diff --git a/tests/_vcr_redis_persister.py b/tests/_vcr_redis_persister.py
index a6ed448f1cb..7fdb7267a38 100644
--- a/tests/_vcr_redis_persister.py
+++ b/tests/_vcr_redis_persister.py
@@ -2,6 +2,7 @@ from __future__ import annotations
import logging
import os
+import warnings
from typing import Any, Optional
from vcr.persisters.filesystem import CassetteNotFoundError
@@ -19,6 +20,74 @@ _log = logging.getLogger(__name__)
_passed_by_cassette_key: dict[str, bool] = {}
+class VCRCassetteCacheWarning(UserWarning):
+ """Emitted when the cassette Redis cache fails to load or save.
+
+ Surfaced in pytest's session-end warnings summary so failures are
+ visible in CI logs even when the underlying tests pass.
+ """
+
+
+# Per-process counters; surfaced via :func:`cassette_cache_health` so
+# conftests can emit a session-end banner when failures occurred.
+_cache_health = {
+ "save_failures": 0,
+ "save_failure_last_error": "",
+ "load_failures": 0,
+ "load_failure_last_error": "",
+}
+
+
+def _record_cache_failure(kind: str, exc: BaseException) -> None:
+ err = f"{type(exc).__name__}: {exc}"
+ if kind == "save":
+ _cache_health["save_failures"] = int(_cache_health["save_failures"]) + 1
+ _cache_health["save_failure_last_error"] = err
+ elif kind == "load":
+ _cache_health["load_failures"] = int(_cache_health["load_failures"]) + 1
+ _cache_health["load_failure_last_error"] = err
+
+
+def cassette_cache_health() -> dict:
+ return dict(_cache_health)
+
+
+def reset_cassette_cache_health() -> None:
+ _cache_health["save_failures"] = 0
+ _cache_health["save_failure_last_error"] = ""
+ _cache_health["load_failures"] = 0
+ _cache_health["load_failure_last_error"] = ""
+
+
+def cassette_cache_capacity_snapshot(client: Optional[Any] = None) -> Optional[dict]:
+ """Probe Redis ``INFO memory`` and return used/max bytes and percent.
+
+ Returns ``None`` if Redis is unreachable, the server didn't report
+ ``maxmemory``, or ``maxmemory`` is 0 (uncapped). Best-effort: any
+ exception turns into ``None`` so this never breaks a test session.
+ """
+ try:
+ if client is None:
+ client = _build_default_client()
+ info = client.info(section="memory")
+ except Exception: # pragma: no cover - best-effort probe
+ return None
+ used = info.get("used_memory")
+ maxmem = info.get("maxmemory")
+ try:
+ used = int(used) if used is not None else None
+ maxmem = int(maxmem) if maxmem is not None else None
+ except (TypeError, ValueError): # pragma: no cover - defensive
+ return None
+ if not used or not maxmem or maxmem <= 0:
+ return None
+ return {
+ "used_memory_bytes": used,
+ "maxmemory_bytes": maxmem,
+ "used_pct": (used / maxmem) * 100.0,
+ }
+
+
def mark_test_outcome_for_cassette(cassette_path: str, passed: bool) -> None:
_passed_by_cassette_key[redis_key_for(cassette_path)] = passed
@@ -70,24 +139,23 @@ def make_redis_persister(
redis_client = client if client is not None else _build_default_client()
try:
- from redis.exceptions import ConnectionError as RedisConnectionError
- from redis.exceptions import TimeoutError as RedisTimeoutError
-
- _transient_errors: tuple = (RedisConnectionError, RedisTimeoutError)
+ from redis.exceptions import RedisError
except ImportError: # pragma: no cover - redis is a hard test dep
- _transient_errors = ()
+ RedisError = Exception # type: ignore[assignment,misc]
class _RedisPersister:
@staticmethod
def load_cassette(cassette_path, serializer):
try:
data = redis_client.get(redis_key_for(cassette_path))
- except _transient_errors as exc:
- _log.warning(
- "VCR redis load failed for %s; treating as cache miss: %s",
- cassette_path,
- exc,
+ except RedisError as exc:
+ _record_cache_failure("load", exc)
+ msg = (
+ f"VCR redis load failed for {cassette_path}; treating "
+ f"as cache miss: {type(exc).__name__}: {exc}"
)
+ _log.warning(msg)
+ warnings.warn(msg, VCRCassetteCacheWarning, stacklevel=2)
raise CassetteNotFoundError() from exc
if data is None:
raise CassetteNotFoundError()
@@ -123,12 +191,21 @@ def make_redis_persister(
payload = data.encode("utf-8") if isinstance(data, str) else data
try:
redis_client.set(key, payload, ex=ttl_seconds)
- except _transient_errors as exc:
- _log.warning(
- "VCR redis save failed for %s; cassette not persisted: %s",
- cassette_path,
- exc,
+ except RedisError as exc:
+ # Cassette persistence is strictly best-effort: connection
+ # blips, timeouts, OOM at the maxmemory cap, READONLY
+ # replicas, etc. should all degrade gracefully to "test
+ # passed but cassette not cached" rather than failing the
+ # test on teardown. We still want a loud signal so the
+ # failure shows up in pytest's warnings summary at the
+ # end of the session and feeds the session-end banner.
+ _record_cache_failure("save", exc)
+ msg = (
+ f"VCR redis save failed for {cassette_path}; cassette "
+ f"not persisted: {type(exc).__name__}: {exc}"
)
+ _log.warning(msg)
+ warnings.warn(msg, VCRCassetteCacheWarning, stacklevel=2)
return _RedisPersister
diff --git a/tests/audio_tests/conftest.py b/tests/audio_tests/conftest.py
new file mode 100644
index 00000000000..d07057a4b63
--- /dev/null
+++ b/tests/audio_tests/conftest.py
@@ -0,0 +1,50 @@
+import os
+import sys
+
+import pytest
+
+sys.path.insert(0, os.path.abspath("../.."))
+
+from tests._vcr_conftest_common import ( # noqa: E402
+ VerboseReporterState,
+ apply_vcr_auto_marker_to_items,
+ record_vcr_outcome,
+ register_persister_if_enabled,
+ vcr_config_dict,
+)
+
+_verbose_state = VerboseReporterState()
+
+
+@pytest.fixture(scope="module")
+def vcr_config():
+ return vcr_config_dict()
+
+
+def pytest_recording_configure(config, vcr):
+ register_persister_if_enabled(vcr)
+
+
+@pytest.hookimpl(hookwrapper=True)
+def pytest_runtest_makereport(item, call):
+ outcome = yield
+ rep = outcome.get_result()
+ setattr(item, f"rep_{rep.when}", rep)
+
+
+@pytest.fixture(autouse=True)
+def _vcr_outcome_gate(request, vcr):
+ yield
+ record_vcr_outcome(request, vcr)
+
+
+def pytest_configure(config):
+ _verbose_state.remember_pluginmanager(config)
+
+
+def pytest_runtest_logreport(report):
+ _verbose_state.maybe_emit_verdict(report)
+
+
+def pytest_collection_modifyitems(config, items):
+ apply_vcr_auto_marker_to_items(items)
diff --git a/tests/batches_tests/conftest.py b/tests/batches_tests/conftest.py
index f0a28236596..e6e31546a82 100644
--- a/tests/batches_tests/conftest.py
+++ b/tests/batches_tests/conftest.py
@@ -1,5 +1,6 @@
# conftest.py
+import asyncio
import importlib
import os
import sys
@@ -9,8 +10,17 @@ import pytest
sys.path.insert(
0, os.path.abspath("../..")
) # Adds the parent directory to the system path
-import litellm
-import asyncio
+import litellm # noqa: E402,F401
+
+from tests._vcr_conftest_common import ( # noqa: E402
+ VerboseReporterState,
+ apply_vcr_auto_marker_to_items,
+ record_vcr_outcome,
+ register_persister_if_enabled,
+ vcr_config_dict,
+)
+
+_verbose_state = VerboseReporterState()
@pytest.fixture(scope="session")
@@ -21,3 +31,37 @@ def event_loop():
loop = asyncio.new_event_loop()
yield loop
loop.close()
+
+
+@pytest.fixture(scope="module")
+def vcr_config():
+ return vcr_config_dict()
+
+
+def pytest_recording_configure(config, vcr):
+ register_persister_if_enabled(vcr)
+
+
+@pytest.hookimpl(hookwrapper=True)
+def pytest_runtest_makereport(item, call):
+ outcome = yield
+ rep = outcome.get_result()
+ setattr(item, f"rep_{rep.when}", rep)
+
+
+@pytest.fixture(autouse=True)
+def _vcr_outcome_gate(request, vcr):
+ yield
+ record_vcr_outcome(request, vcr)
+
+
+def pytest_configure(config):
+ _verbose_state.remember_pluginmanager(config)
+
+
+def pytest_runtest_logreport(report):
+ _verbose_state.maybe_emit_verdict(report)
+
+
+def pytest_collection_modifyitems(config, items):
+ apply_vcr_auto_marker_to_items(items)
diff --git a/tests/guardrails_tests/conftest.py b/tests/guardrails_tests/conftest.py
index c57d4ed5de7..674d5500c3c 100644
--- a/tests/guardrails_tests/conftest.py
+++ b/tests/guardrails_tests/conftest.py
@@ -16,6 +16,46 @@ sys.path.insert(
) # Adds the parent directory to the system path
import litellm
+from tests._vcr_conftest_common import ( # noqa: E402
+ VerboseReporterState,
+ apply_vcr_auto_marker_to_items,
+ record_vcr_outcome,
+ register_persister_if_enabled,
+ vcr_config_dict,
+)
+
+_verbose_state = VerboseReporterState()
+
+
+@pytest.fixture(scope="module")
+def vcr_config():
+ return vcr_config_dict()
+
+
+def pytest_recording_configure(config, vcr):
+ register_persister_if_enabled(vcr)
+
+
+@pytest.hookimpl(hookwrapper=True)
+def pytest_runtest_makereport(item, call):
+ outcome = yield
+ rep = outcome.get_result()
+ setattr(item, f"rep_{rep.when}", rep)
+
+
+@pytest.fixture(autouse=True)
+def _vcr_outcome_gate(request, vcr):
+ yield
+ record_vcr_outcome(request, vcr)
+
+
+def pytest_configure(config):
+ _verbose_state.remember_pluginmanager(config)
+
+
+def pytest_runtest_logreport(report):
+ _verbose_state.maybe_emit_verdict(report)
+
@pytest.fixture(scope="function", autouse=True)
def isolate_litellm_state():
@@ -97,6 +137,8 @@ def setup_and_teardown():
def pytest_collection_modifyitems(config, items):
+ apply_vcr_auto_marker_to_items(items)
+
# Separate tests in 'test_amazing_proxy_custom_logger.py' and other tests
custom_logger_tests = [
item for item in items if "custom_logger" in item.parent.name
diff --git a/tests/image_gen_tests/conftest.py b/tests/image_gen_tests/conftest.py
index c0b1a44be84..ae67a4a9243 100644
--- a/tests/image_gen_tests/conftest.py
+++ b/tests/image_gen_tests/conftest.py
@@ -1,15 +1,23 @@
-import importlib
+import asyncio
import os
import sys
-import asyncio
+
import pytest
sys.path.insert(
0, os.path.abspath("../..")
) # Adds the parent directory to the system path
-import litellm
+import litellm # noqa: E402,F401
-import asyncio
+from tests._vcr_conftest_common import ( # noqa: E402
+ VerboseReporterState,
+ apply_vcr_auto_marker_to_items,
+ record_vcr_outcome,
+ register_persister_if_enabled,
+ vcr_config_dict,
+)
+
+_verbose_state = VerboseReporterState()
@pytest.fixture(scope="session")
@@ -20,3 +28,37 @@ def event_loop():
loop = asyncio.new_event_loop()
yield loop
loop.close()
+
+
+@pytest.fixture(scope="module")
+def vcr_config():
+ return vcr_config_dict()
+
+
+def pytest_recording_configure(config, vcr):
+ register_persister_if_enabled(vcr)
+
+
+@pytest.hookimpl(hookwrapper=True)
+def pytest_runtest_makereport(item, call):
+ outcome = yield
+ rep = outcome.get_result()
+ setattr(item, f"rep_{rep.when}", rep)
+
+
+@pytest.fixture(autouse=True)
+def _vcr_outcome_gate(request, vcr):
+ yield
+ record_vcr_outcome(request, vcr)
+
+
+def pytest_configure(config):
+ _verbose_state.remember_pluginmanager(config)
+
+
+def pytest_runtest_logreport(report):
+ _verbose_state.maybe_emit_verdict(report)
+
+
+def pytest_collection_modifyitems(config, items):
+ apply_vcr_auto_marker_to_items(items)
diff --git a/tests/litellm_utils_tests/conftest.py b/tests/litellm_utils_tests/conftest.py
index eca0bc431a5..a110128d2ff 100644
--- a/tests/litellm_utils_tests/conftest.py
+++ b/tests/litellm_utils_tests/conftest.py
@@ -1,5 +1,6 @@
# conftest.py
+import asyncio
import importlib
import os
import sys
@@ -9,7 +10,29 @@ import pytest
sys.path.insert(
0, os.path.abspath("../..")
) # Adds the parent directory to the system path
-import litellm
+import litellm # noqa: E402,F401
+
+from tests._vcr_conftest_common import ( # noqa: E402
+ VerboseReporterState,
+ apply_vcr_auto_marker_to_items,
+ record_vcr_outcome,
+ register_persister_if_enabled,
+ vcr_config_dict,
+)
+
+_verbose_state = VerboseReporterState()
+
+
+# Files where VCR replay breaks the test:
+# - ``test_litellm_overhead.py``: asserts overhead/total < 40%, which
+# inverts when cached replay collapses the upstream time to microseconds.
+_VCR_INCOMPATIBLE_FILES = frozenset(
+ {
+ "test_litellm_overhead.py",
+ }
+)
+
+_VCR_INCOMPATIBLE_NODEID_SUFFIXES: tuple[str, ...] = ()
@pytest.fixture(scope="function", autouse=True)
@@ -17,21 +40,17 @@ def setup_and_teardown():
"""
This fixture reloads litellm before every function. To speed up testing by removing callbacks being chained.
"""
- curr_dir = os.getcwd() # Get the current working directory
sys.path.insert(
0, os.path.abspath("../..")
) # Adds the project directory to the system path
import litellm
- from litellm import Router
importlib.reload(litellm)
- import asyncio
loop = asyncio.get_event_loop_policy().new_event_loop()
asyncio.set_event_loop(loop)
print(litellm)
- # from litellm import Router, completion, aembedding, acompletion, embedding
yield
# Teardown code (executes after the yield point)
@@ -39,7 +58,43 @@ def setup_and_teardown():
asyncio.set_event_loop(None) # Remove the reference to the loop
+@pytest.fixture(scope="module")
+def vcr_config():
+ return vcr_config_dict()
+
+
+def pytest_recording_configure(config, vcr):
+ register_persister_if_enabled(vcr)
+
+
+@pytest.hookimpl(hookwrapper=True)
+def pytest_runtest_makereport(item, call):
+ outcome = yield
+ rep = outcome.get_result()
+ setattr(item, f"rep_{rep.when}", rep)
+
+
+@pytest.fixture(autouse=True)
+def _vcr_outcome_gate(request, vcr):
+ yield
+ record_vcr_outcome(request, vcr)
+
+
+def pytest_configure(config):
+ _verbose_state.remember_pluginmanager(config)
+
+
+def pytest_runtest_logreport(report):
+ _verbose_state.maybe_emit_verdict(report)
+
+
def pytest_collection_modifyitems(config, items):
+ apply_vcr_auto_marker_to_items(
+ items,
+ skip_files=_VCR_INCOMPATIBLE_FILES,
+ skip_nodeid_suffixes=_VCR_INCOMPATIBLE_NODEID_SUFFIXES,
+ )
+
# Separate tests in 'test_amazing_proxy_custom_logger.py' and other tests
custom_logger_tests = [
item for item in items if "custom_logger" in item.parent.name
diff --git a/tests/llm_responses_api_testing/conftest.py b/tests/llm_responses_api_testing/conftest.py
index 80f36e159a9..e16d3cb4a3f 100644
--- a/tests/llm_responses_api_testing/conftest.py
+++ b/tests/llm_responses_api_testing/conftest.py
@@ -13,97 +13,24 @@ sys.path.insert(
import litellm # noqa: E402
-from tests._vcr_redis_persister import ( # noqa: E402
- filter_non_2xx_response,
- format_vcr_verdict,
- make_redis_persister,
- mark_test_outcome_for_cassette,
- patch_vcrpy_aiohttp_record_path,
- vcr_verbose_enabled,
+from tests._vcr_conftest_common import ( # noqa: E402
+ VerboseReporterState,
+ apply_vcr_auto_marker_to_items,
+ record_vcr_outcome,
+ register_persister_if_enabled,
+ vcr_config_dict,
)
-
-_controller_pluginmanager = None
-_controller_terminal_reporter = None
-
-
-_FILTERED_REQUEST_HEADERS = (
- "authorization",
- "x-api-key",
- "anthropic-api-key",
- "anthropic-version",
- "openai-api-key",
- "azure-api-key",
- "api-key",
- "cookie",
- "x-amz-security-token",
- "x-amz-date",
- "x-amz-content-sha256",
- "amz-sdk-invocation-id",
- "amz-sdk-request",
- "x-goog-api-key",
- "x-goog-user-project",
-)
-
-_FILTERED_RESPONSE_HEADERS = (
- "set-cookie",
- "x-request-id",
- "request-id",
- "cf-ray",
- "anthropic-organization-id",
- "openai-organization",
- "x-amzn-requestid",
- "x-amzn-trace-id",
- "date",
-)
-
-
-def _scrub_response(response):
- if not isinstance(response, dict):
- return response
- headers = response.get("headers") or {}
- if isinstance(headers, dict):
- for header in list(headers):
- if header.lower() in _FILTERED_RESPONSE_HEADERS:
- headers.pop(header, None)
- return response
-
-
-def _before_record_response(response):
- return filter_non_2xx_response(_scrub_response(response))
+_verbose_state = VerboseReporterState()
@pytest.fixture(scope="module")
def vcr_config():
- return {
- "filter_headers": list(_FILTERED_REQUEST_HEADERS),
- "decode_compressed_response": True,
- "record_mode": "new_episodes",
- "allow_playback_repeats": True,
- "match_on": (
- "method",
- "scheme",
- "host",
- "port",
- "path",
- "query",
- "body",
- ),
- "before_record_response": _before_record_response,
- }
-
-
-def _vcr_disabled() -> bool:
- if os.environ.get("LITELLM_VCR_DISABLE") == "1":
- return True
- return not os.environ.get("CASSETTE_REDIS_URL")
+ return vcr_config_dict()
def pytest_recording_configure(config, vcr):
- if _vcr_disabled():
- return
- vcr.register_persister(make_redis_persister())
- patch_vcrpy_aiohttp_record_path()
+ register_persister_if_enabled(vcr)
@pytest.hookimpl(hookwrapper=True)
@@ -116,55 +43,15 @@ def pytest_runtest_makereport(item, call):
@pytest.fixture(autouse=True)
def _vcr_outcome_gate(request, vcr):
yield
- cassette = vcr
- rep_call = getattr(request.node, "rep_call", None)
- test_passed = bool(rep_call and rep_call.passed)
- cassette_path = getattr(cassette, "_path", None) if cassette is not None else None
- if cassette_path:
- mark_test_outcome_for_cassette(cassette_path, test_passed)
-
- if not vcr_verbose_enabled():
- return
- verdict = format_vcr_verdict(cassette)
- request.node.user_properties.append(("vcr_verdict", verdict))
+ record_vcr_outcome(request, vcr)
def pytest_configure(config):
- global _controller_pluginmanager
- if os.environ.get("PYTEST_XDIST_WORKER"):
- return
- _controller_pluginmanager = config.pluginmanager
-
-
-def _resolve_terminal_reporter():
- global _controller_terminal_reporter
- if _controller_terminal_reporter is not None:
- return _controller_terminal_reporter
- if _controller_pluginmanager is None:
- return None
- _controller_terminal_reporter = _controller_pluginmanager.getplugin(
- "terminalreporter"
- )
- return _controller_terminal_reporter
+ _verbose_state.remember_pluginmanager(config)
def pytest_runtest_logreport(report):
- if report.when != "teardown":
- return
- if os.environ.get("PYTEST_XDIST_WORKER"):
- return
- if not vcr_verbose_enabled():
- return
- reporter = _resolve_terminal_reporter()
- if reporter is None:
- return
- verdict = next(
- (v for k, v in (report.user_properties or []) if k == "vcr_verdict"),
- None,
- )
- if not verdict:
- return
- reporter.write_line(f"{verdict} :: {report.nodeid}")
+ _verbose_state.maybe_emit_verdict(report)
@pytest.fixture(scope="session")
@@ -182,13 +69,11 @@ def setup_and_teardown():
"""
This fixture reloads litellm before every function. To speed up testing by removing callbacks being chained.
"""
- curr_dir = os.getcwd() # Get the current working directory
sys.path.insert(
0, os.path.abspath("../..")
) # Adds the project directory to the system path
import litellm
- from litellm import Router
importlib.reload(litellm)
@@ -200,12 +85,9 @@ def setup_and_teardown():
except Exception as e:
print(f"Error reloading litellm.proxy.proxy_server: {e}")
- import asyncio
-
loop = asyncio.get_event_loop_policy().new_event_loop()
asyncio.set_event_loop(loop)
print(litellm)
- # from litellm import Router, completion, aembedding, acompletion, embedding
yield
# Teardown code (executes after the yield point)
@@ -214,11 +96,7 @@ def setup_and_teardown():
def pytest_collection_modifyitems(config, items):
- if not _vcr_disabled():
- for item in items:
- if item.get_closest_marker("vcr") is not None:
- continue
- item.add_marker(pytest.mark.vcr)
+ apply_vcr_auto_marker_to_items(items)
custom_logger_tests = [
item for item in items if "custom_logger" in item.parent.name
diff --git a/tests/llm_translation/Readme.md b/tests/llm_translation/Readme.md
index 958adbd9755..813c188ee7b 100644
--- a/tests/llm_translation/Readme.md
+++ b/tests/llm_translation/Readme.md
@@ -16,12 +16,38 @@ The persister, header scrubbing, and 2xx-only filtering are defined in
patches the same httpx transport vcrpy does) are excluded from the
auto-marker — see `_RESPX_CONFLICTING_FILES` in `conftest.py`.
+The same VCR cache is used by other test directories that exercise live
+provider APIs. The reusable conftest plumbing lives in
+`tests/_vcr_conftest_common.py` and is wired into:
+
+- `tests/llm_translation/`
+- `tests/llm_responses_api_testing/`
+- `tests/audio_tests/`
+- `tests/batches_tests/`
+- `tests/guardrails_tests/`
+- `tests/image_gen_tests/`
+- `tests/litellm_utils_tests/`
+- `tests/local_testing/` (covers `local_testing_part1`, `local_testing_part2`,
+ `litellm_router_testing`, `litellm_assistants_api_testing`,
+ `langfuse_logging_unit_tests`)
+- `tests/logging_callback_tests/`
+- `tests/pass_through_unit_tests/`
+- `tests/router_unit_tests/`
+- `tests/unified_google_tests/`
+
+Test directories that run LiteLLM proxy in Docker (e.g. `build_and_test`,
+`proxy_logging_guardrails_model_info_tests`, `proxy_store_model_in_db_tests`)
+are intentionally not included: VCR.py patches the in-process httpx
+transport, so it cannot intercept the LLM calls that originate inside the
+Docker container.
+
### Required environment
-`REDIS_HOST`, `REDIS_PORT`, `REDIS_PASSWORD` — same vars CircleCI uses for
-its other Redis-backed jobs. Provider credentials
-(`ANTHROPIC_API_KEY`, `OPENAI_API_KEY`, `AWS_*`, etc.) are needed only on
-cache-miss (the daily re-record), not on replay.
+`CASSETTE_REDIS_URL` — separate Redis instance from the application
+Redis (`REDIS_URL`/`REDIS_HOST`) so test cassettes are not flushed by
+proxy tests. Provider credentials (`ANTHROPIC_API_KEY`, `OPENAI_API_KEY`,
+`AWS_*`, etc.) are needed only on cache-miss (the daily re-record), not
+on replay.
### Flushing the cache
diff --git a/tests/llm_translation/conftest.py b/tests/llm_translation/conftest.py
index 17ffb800ea0..a059c4540c7 100644
--- a/tests/llm_translation/conftest.py
+++ b/tests/llm_translation/conftest.py
@@ -18,20 +18,14 @@ sys.path.insert(
import litellm # noqa: E402
-from tests._vcr_redis_persister import ( # noqa: E402
- filter_non_2xx_response,
- format_vcr_verdict,
- make_redis_persister,
- mark_test_outcome_for_cassette,
- patch_vcrpy_aiohttp_record_path,
- vcr_verbose_enabled,
+from tests._vcr_conftest_common import ( # noqa: E402
+ VerboseReporterState,
+ apply_vcr_auto_marker_to_items,
+ record_vcr_outcome,
+ register_persister_if_enabled,
+ vcr_config_dict,
)
-
-_controller_pluginmanager = None
-_controller_terminal_reporter = None
-
-
# vcrpy and respx both patch the httpx transport — applying both makes one
# silently win, so respx-using files opt out of the auto-marker.
_RESPX_CONFLICTING_FILES = frozenset(
@@ -51,96 +45,23 @@ _VCR_AUTO_MARKER_SKIP_FILES = _RESPX_CONFLICTING_FILES | frozenset(
# Tests that observe live cross-call provider state (e.g. prompt-cache
# warm-up between two consecutive calls); replay can't reproduce that state.
-_VCR_INCOMPATIBLE_NODEID_SUFFIXES = frozenset(
- {
- "::test_prompt_caching",
- "TestBedrockInvokeNovaJson::test_json_response_pydantic_obj",
- "::test_bedrock_converse__streaming_passthrough",
- }
+_VCR_INCOMPATIBLE_NODEID_SUFFIXES = (
+ "::test_prompt_caching",
+ "TestBedrockInvokeNovaJson::test_json_response_pydantic_obj",
+ "::test_bedrock_converse__streaming_passthrough",
)
-def _is_vcr_incompatible(nodeid: str) -> bool:
- return any(nodeid.endswith(suffix) for suffix in _VCR_INCOMPATIBLE_NODEID_SUFFIXES)
-
-
-_FILTERED_REQUEST_HEADERS = (
- "authorization",
- "x-api-key",
- "anthropic-api-key",
- "anthropic-version",
- "openai-api-key",
- "azure-api-key",
- "api-key",
- "cookie",
- "x-amz-security-token",
- "x-amz-date",
- "x-amz-content-sha256",
- "amz-sdk-invocation-id",
- "amz-sdk-request",
- "x-goog-api-key",
- "x-goog-user-project",
-)
-
-_FILTERED_RESPONSE_HEADERS = (
- "set-cookie",
- "x-request-id",
- "request-id",
- "cf-ray",
- "anthropic-organization-id",
- "openai-organization",
- "x-amzn-requestid",
- "x-amzn-trace-id",
- "date",
-)
-
-
-def _scrub_response(response):
- if not isinstance(response, dict):
- return response
- headers = response.get("headers") or {}
- if isinstance(headers, dict):
- for header in list(headers):
- if header.lower() in _FILTERED_RESPONSE_HEADERS:
- headers.pop(header, None)
- return response
-
-
-def _before_record_response(response):
- return filter_non_2xx_response(_scrub_response(response))
+_verbose_state = VerboseReporterState()
@pytest.fixture(scope="module")
def vcr_config():
- return {
- "filter_headers": list(_FILTERED_REQUEST_HEADERS),
- "decode_compressed_response": True,
- "record_mode": "new_episodes",
- "allow_playback_repeats": True,
- "match_on": (
- "method",
- "scheme",
- "host",
- "port",
- "path",
- "query",
- "body",
- ),
- "before_record_response": _before_record_response,
- }
-
-
-def _vcr_disabled() -> bool:
- if os.environ.get("LITELLM_VCR_DISABLE") == "1":
- return True
- return not os.environ.get("CASSETTE_REDIS_URL")
+ return vcr_config_dict()
def pytest_recording_configure(config, vcr):
- if _vcr_disabled():
- return
- vcr.register_persister(make_redis_persister())
- patch_vcrpy_aiohttp_record_path()
+ register_persister_if_enabled(vcr)
@pytest.hookimpl(hookwrapper=True)
@@ -153,55 +74,15 @@ def pytest_runtest_makereport(item, call):
@pytest.fixture(autouse=True)
def _vcr_outcome_gate(request, vcr):
yield
- cassette = vcr
- rep_call = getattr(request.node, "rep_call", None)
- test_passed = bool(rep_call and rep_call.passed)
- cassette_path = getattr(cassette, "_path", None) if cassette is not None else None
- if cassette_path:
- mark_test_outcome_for_cassette(cassette_path, test_passed)
-
- if not vcr_verbose_enabled():
- return
- verdict = format_vcr_verdict(cassette)
- request.node.user_properties.append(("vcr_verdict", verdict))
+ record_vcr_outcome(request, vcr)
def pytest_configure(config):
- global _controller_pluginmanager
- if os.environ.get("PYTEST_XDIST_WORKER"):
- return
- _controller_pluginmanager = config.pluginmanager
-
-
-def _resolve_terminal_reporter():
- global _controller_terminal_reporter
- if _controller_terminal_reporter is not None:
- return _controller_terminal_reporter
- if _controller_pluginmanager is None:
- return None
- _controller_terminal_reporter = _controller_pluginmanager.getplugin(
- "terminalreporter"
- )
- return _controller_terminal_reporter
+ _verbose_state.remember_pluginmanager(config)
def pytest_runtest_logreport(report):
- if report.when != "teardown":
- return
- if os.environ.get("PYTEST_XDIST_WORKER"):
- return
- if not vcr_verbose_enabled():
- return
- reporter = _resolve_terminal_reporter()
- if reporter is None:
- return
- verdict = next(
- (v for k, v in (report.user_properties or []) if k == "vcr_verdict"),
- None,
- )
- if not verdict:
- return
- reporter.write_line(f"{verdict} :: {report.nodeid}")
+ _verbose_state.maybe_emit_verdict(report)
# ---------------------------------------------------------------------------
@@ -282,16 +163,11 @@ def setup_and_teardown(event_loop): # Add event_loop as a dependency
def pytest_collection_modifyitems(config, items):
- if not _vcr_disabled():
- for item in items:
- filename = os.path.basename(str(item.fspath))
- if filename in _VCR_AUTO_MARKER_SKIP_FILES:
- continue
- if _is_vcr_incompatible(item.nodeid):
- continue
- if item.get_closest_marker("vcr") is not None:
- continue
- item.add_marker(pytest.mark.vcr)
+ apply_vcr_auto_marker_to_items(
+ items,
+ skip_files=_VCR_AUTO_MARKER_SKIP_FILES,
+ skip_nodeid_suffixes=_VCR_INCOMPATIBLE_NODEID_SUFFIXES,
+ )
custom_logger_tests = [
item for item in items if "custom_logger" in item.parent.name
diff --git a/tests/llm_translation/test_vcr_conftest_common_banner.py b/tests/llm_translation/test_vcr_conftest_common_banner.py
new file mode 100644
index 00000000000..70ee39abd39
--- /dev/null
+++ b/tests/llm_translation/test_vcr_conftest_common_banner.py
@@ -0,0 +1,181 @@
+from __future__ import annotations
+
+import os
+import sys
+from io import StringIO
+
+import pytest
+
+sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), "..", "..")))
+
+from tests._vcr_conftest_common import ( # noqa: E402
+ emit_cassette_cache_session_banner,
+)
+from tests._vcr_redis_persister import ( # noqa: E402
+ _cache_health,
+ reset_cassette_cache_health,
+)
+
+
+class _FakeTerminalReporter:
+ def __init__(self) -> None:
+ self.buf = StringIO()
+
+ def write_sep(self, sep, title="", **kwargs):
+ if title:
+ self.buf.write(f"{sep * 5} {title} {sep * 5}\n")
+ else:
+ self.buf.write(f"{sep * 60}\n")
+
+ def write_line(self, line):
+ self.buf.write(f"{line}\n")
+
+ @property
+ def output(self) -> str:
+ return self.buf.getvalue()
+
+
+@pytest.fixture
+def health_reset():
+ reset_cassette_cache_health()
+ yield
+ reset_cassette_cache_health()
+
+
+@pytest.fixture
+def vcr_enabled(monkeypatch):
+ """Make :func:`vcr_disabled` return False so the banner emits."""
+ monkeypatch.setenv("CASSETTE_REDIS_URL", "redis://stub")
+ monkeypatch.delenv("LITELLM_VCR_DISABLE", raising=False)
+ monkeypatch.delenv("PYTEST_XDIST_WORKER", raising=False)
+
+
+@pytest.fixture
+def patch_capacity_snapshot(monkeypatch):
+ """Stub :func:`cassette_cache_capacity_snapshot` so we don't try to
+ open a real Redis connection. The fixture returns a setter that
+ each test uses to inject the snapshot it wants."""
+ state = {"snapshot": None}
+
+ def _stub():
+ return state["snapshot"]
+
+ import tests._vcr_conftest_common as common
+
+ monkeypatch.setattr(common, "cassette_cache_capacity_snapshot", _stub)
+
+ def _set(snapshot):
+ state["snapshot"] = snapshot
+
+ return _set
+
+
+def test_banner_silent_when_no_failures_and_capacity_healthy(
+ health_reset, vcr_enabled, patch_capacity_snapshot
+):
+ patch_capacity_snapshot(
+ {"used_memory_bytes": 100, "maxmemory_bytes": 1000, "used_pct": 10.0}
+ )
+ reporter = _FakeTerminalReporter()
+
+ emit_cassette_cache_session_banner(reporter)
+
+ assert reporter.output == ""
+
+
+def test_banner_red_section_when_save_failures_recorded(
+ health_reset, vcr_enabled, patch_capacity_snapshot
+):
+ _cache_health["save_failures"] = 3
+ _cache_health["save_failure_last_error"] = (
+ "OutOfMemoryError: command not allowed when used memory > 'maxmemory'."
+ )
+ patch_capacity_snapshot(
+ {"used_memory_bytes": 990, "maxmemory_bytes": 1000, "used_pct": 99.0}
+ )
+ reporter = _FakeTerminalReporter()
+
+ emit_cassette_cache_session_banner(reporter)
+
+ out = reporter.output
+ assert "VCR CASSETTE CACHE DEGRADED" in out
+ assert "3 cassette save failure(s)" in out
+ assert "OutOfMemoryError" in out
+ assert "99.0% of maxmemory" in out
+
+
+def test_banner_red_section_when_load_failures_recorded(
+ health_reset, vcr_enabled, patch_capacity_snapshot
+):
+ _cache_health["load_failures"] = 2
+ _cache_health["load_failure_last_error"] = "ConnectionError: simulated outage"
+ patch_capacity_snapshot(None)
+ reporter = _FakeTerminalReporter()
+
+ emit_cassette_cache_session_banner(reporter)
+
+ out = reporter.output
+ assert "VCR CASSETTE CACHE DEGRADED" in out
+ assert "2 cassette load failure(s)" in out
+ assert "ConnectionError" in out
+
+
+def test_banner_yellow_high_water_when_no_failures_but_near_capacity(
+ health_reset, vcr_enabled, patch_capacity_snapshot
+):
+ patch_capacity_snapshot(
+ {"used_memory_bytes": 900, "maxmemory_bytes": 1000, "used_pct": 90.0}
+ )
+ reporter = _FakeTerminalReporter()
+
+ emit_cassette_cache_session_banner(reporter)
+
+ out = reporter.output
+ assert "VCR CASSETTE CACHE NEAR CAPACITY" in out
+ assert "90.0% of maxmemory" in out
+ assert "VCR CASSETTE CACHE DEGRADED" not in out
+
+
+def test_banner_silent_when_below_high_water_and_no_failures(
+ health_reset, vcr_enabled, patch_capacity_snapshot
+):
+ patch_capacity_snapshot(
+ {"used_memory_bytes": 800, "maxmemory_bytes": 1000, "used_pct": 80.0}
+ )
+ reporter = _FakeTerminalReporter()
+
+ emit_cassette_cache_session_banner(reporter)
+
+ assert reporter.output == ""
+
+
+def test_banner_silent_when_vcr_disabled(
+ monkeypatch, health_reset, patch_capacity_snapshot
+):
+ monkeypatch.delenv("CASSETTE_REDIS_URL", raising=False)
+ _cache_health["save_failures"] = 5
+ _cache_health["save_failure_last_error"] = "OutOfMemoryError: foo"
+ patch_capacity_snapshot(
+ {"used_memory_bytes": 999, "maxmemory_bytes": 1000, "used_pct": 99.9}
+ )
+ reporter = _FakeTerminalReporter()
+
+ emit_cassette_cache_session_banner(reporter)
+
+ assert reporter.output == ""
+
+
+def test_banner_silent_on_xdist_worker(
+ monkeypatch, vcr_enabled, health_reset, patch_capacity_snapshot
+):
+ monkeypatch.setenv("PYTEST_XDIST_WORKER", "gw3")
+ _cache_health["save_failures"] = 1
+ _cache_health["save_failure_last_error"] = "OutOfMemoryError: bar"
+ patch_capacity_snapshot(
+ {"used_memory_bytes": 999, "maxmemory_bytes": 1000, "used_pct": 99.9}
+ )
+ reporter = _FakeTerminalReporter()
+
+ emit_cassette_cache_session_banner(reporter)
+
+ assert reporter.output == ""
diff --git a/tests/llm_translation/test_vcr_redis_persister.py b/tests/llm_translation/test_vcr_redis_persister.py
index 6e62e4491cb..ec86ee73597 100644
--- a/tests/llm_translation/test_vcr_redis_persister.py
+++ b/tests/llm_translation/test_vcr_redis_persister.py
@@ -6,6 +6,8 @@ import sys
import fakeredis
import pytest
from redis.exceptions import ConnectionError as RedisConnectionError
+from redis.exceptions import OutOfMemoryError as RedisOutOfMemoryError
+from redis.exceptions import TimeoutError as RedisTimeoutError
from vcr.persisters.filesystem import CassetteNotFoundError
from vcr.request import Request
from vcr.serializers import yamlserializer
@@ -15,10 +17,14 @@ sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), "..",
from tests._vcr_redis_persister import ( # noqa: E402
CASSETTE_TTL_SECONDS,
MAX_EPISODES_PER_CASSETTE,
+ VCRCassetteCacheWarning,
+ cassette_cache_capacity_snapshot,
+ cassette_cache_health,
filter_non_2xx_response,
make_redis_persister,
mark_test_outcome_for_cassette,
redis_key_for,
+ reset_cassette_cache_health,
)
@@ -107,23 +113,42 @@ def test_redis_key_is_stable_across_working_directories(tmp_path, monkeypatch):
class _FlakyRedis:
- def __init__(self, inner, fail_on: str):
+ def __init__(self, inner, fail_on: str, exc=None):
self._inner = inner
self._fail_on = fail_on
+ self._exc = exc if exc is not None else RedisConnectionError("simulated outage")
def get(self, *args, **kwargs):
if self._fail_on == "get":
- raise RedisConnectionError("simulated outage")
+ raise self._exc
return self._inner.get(*args, **kwargs)
def set(self, *args, **kwargs):
if self._fail_on == "set":
- raise RedisConnectionError("simulated outage")
+ raise self._exc
return self._inner.set(*args, **kwargs)
-def test_save_swallows_connection_errors_so_teardown_does_not_fail():
- flaky = _FlakyRedis(fakeredis.FakeStrictRedis(), fail_on="set")
+@pytest.mark.parametrize(
+ "exc",
+ [
+ RedisConnectionError("simulated outage"),
+ RedisTimeoutError("simulated timeout"),
+ RedisOutOfMemoryError("command not allowed when used memory > 'maxmemory'."),
+ ],
+ ids=["connection_error", "timeout", "out_of_memory"],
+)
+def test_save_swallows_redis_errors_so_teardown_does_not_fail(exc):
+ """Redis-side failures during cassette persistence must never fail
+ the test on teardown.
+
+ Regression: previously the persister only swallowed
+ ConnectionError/TimeoutError, so OutOfMemoryError (raised by Redis
+ Cloud when the cassette cache hit its maxmemory cap) propagated out
+ of vcrpy's autouse fixture and failed otherwise-passing tests on
+ teardown.
+ """
+ flaky = _FlakyRedis(fakeredis.FakeStrictRedis(), fail_on="set", exc=exc)
persister = make_redis_persister(client=flaky)
persister.save_cassette(
@@ -229,8 +254,17 @@ def test_save_proceeds_when_outcome_unknown():
assert fake.get(key) is not None
-def test_load_treats_connection_errors_as_cassette_miss():
- flaky = _FlakyRedis(fakeredis.FakeStrictRedis(), fail_on="get")
+@pytest.mark.parametrize(
+ "exc",
+ [
+ RedisConnectionError("simulated outage"),
+ RedisTimeoutError("simulated timeout"),
+ RedisOutOfMemoryError("command not allowed when used memory > 'maxmemory'."),
+ ],
+ ids=["connection_error", "timeout", "out_of_memory"],
+)
+def test_load_treats_redis_errors_as_cassette_miss(exc):
+ flaky = _FlakyRedis(fakeredis.FakeStrictRedis(), fail_on="get", exc=exc)
persister = make_redis_persister(client=flaky)
with pytest.raises(CassetteNotFoundError):
@@ -266,3 +300,125 @@ def test_only_2xx_responses_are_cached(status_code, expect_dropped):
assert (result is None) == expect_dropped
if not expect_dropped:
assert result is response
+
+
+@pytest.fixture
+def reset_health():
+ reset_cassette_cache_health()
+ yield
+ reset_cassette_cache_health()
+
+
+def test_save_failure_increments_health_counter_and_emits_warning(reset_health):
+ flaky = _FlakyRedis(
+ fakeredis.FakeStrictRedis(),
+ fail_on="set",
+ exc=RedisOutOfMemoryError(
+ "command not allowed when used memory > 'maxmemory'."
+ ),
+ )
+ persister = make_redis_persister(client=flaky)
+
+ with pytest.warns(VCRCassetteCacheWarning, match="OutOfMemoryError"):
+ persister.save_cassette(
+ "tests/llm_translation/test_x/test_save_outage",
+ _sample_cassette_dict(),
+ yamlserializer,
+ )
+
+ health = cassette_cache_health()
+ assert health["save_failures"] == 1
+ assert "OutOfMemoryError" in health["save_failure_last_error"]
+ assert health["load_failures"] == 0
+
+
+def test_load_failure_increments_health_counter_and_emits_warning(reset_health):
+ flaky = _FlakyRedis(
+ fakeredis.FakeStrictRedis(),
+ fail_on="get",
+ exc=RedisConnectionError("simulated outage"),
+ )
+ persister = make_redis_persister(client=flaky)
+
+ with pytest.warns(VCRCassetteCacheWarning, match="ConnectionError"):
+ with pytest.raises(CassetteNotFoundError):
+ persister.load_cassette(
+ "tests/llm_translation/test_x/test_load_outage", yamlserializer
+ )
+
+ health = cassette_cache_health()
+ assert health["load_failures"] == 1
+ assert "ConnectionError" in health["load_failure_last_error"]
+ assert health["save_failures"] == 0
+
+
+def test_health_counters_accumulate_across_failures(reset_health):
+ flaky = _FlakyRedis(
+ fakeredis.FakeStrictRedis(),
+ fail_on="set",
+ exc=RedisConnectionError("simulated outage"),
+ )
+ persister = make_redis_persister(client=flaky)
+
+ for i in range(3):
+ with pytest.warns(VCRCassetteCacheWarning):
+ persister.save_cassette(
+ f"tests/llm_translation/test_x/test_outage_{i}",
+ _sample_cassette_dict(),
+ yamlserializer,
+ )
+
+ assert cassette_cache_health()["save_failures"] == 3
+
+
+def test_successful_save_does_not_emit_warning_or_increment_counter(reset_health):
+ _, persister = _persister_with_fake_redis()
+
+ import warnings as _warnings
+
+ with _warnings.catch_warnings():
+ _warnings.simplefilter("error", VCRCassetteCacheWarning)
+ persister.save_cassette(
+ "tests/llm_translation/test_x/test_happy",
+ _sample_cassette_dict(),
+ yamlserializer,
+ )
+
+ assert cassette_cache_health()["save_failures"] == 0
+
+
+class _FakeRedisWithInfo:
+ def __init__(self, used: int, maxmem: int):
+ self._used = used
+ self._maxmem = maxmem
+
+ def info(self, section=None):
+ return {"used_memory": self._used, "maxmemory": self._maxmem}
+
+
+def test_capacity_snapshot_returns_used_max_and_pct():
+ client = _FakeRedisWithInfo(used=900, maxmem=1000)
+ snap = cassette_cache_capacity_snapshot(client=client)
+ assert snap == {
+ "used_memory_bytes": 900,
+ "maxmemory_bytes": 1000,
+ "used_pct": 90.0,
+ }
+
+
+def test_capacity_snapshot_returns_none_when_uncapped():
+ client = _FakeRedisWithInfo(used=900, maxmem=0)
+ assert cassette_cache_capacity_snapshot(client=client) is None
+
+
+def test_capacity_snapshot_returns_none_when_used_unknown():
+ client = _FakeRedisWithInfo(used=0, maxmem=1000)
+ assert cassette_cache_capacity_snapshot(client=client) is None
+
+
+def test_capacity_snapshot_swallows_exceptions():
+ class _Boom:
+ def info(self, section=None):
+ raise RuntimeError("redis offline")
+
+ assert cassette_cache_capacity_snapshot(client=_Boom()) is None
diff --git a/tests/local_testing/conftest.py b/tests/local_testing/conftest.py
index 94d4f135a56..cad27869ad2 100644
--- a/tests/local_testing/conftest.py
+++ b/tests/local_testing/conftest.py
@@ -22,6 +22,72 @@ sys.path.insert(
) # Adds the parent directory to the system path
import litellm
+from tests._vcr_conftest_common import ( # noqa: E402
+ VerboseReporterState,
+ apply_vcr_auto_marker_to_items,
+ record_vcr_outcome,
+ register_persister_if_enabled,
+ vcr_config_dict,
+)
+
+# vcrpy and respx both patch the httpx transport — applying both makes one
+# silently win, so respx-using files opt out of the auto-marker.
+_RESPX_CONFLICTING_FILES = frozenset(
+ {
+ "test_router.py",
+ "test_amazing_vertex_completion.py",
+ "test_azure_openai.py",
+ }
+)
+
+# Files where VCR replay breaks the test:
+# - ``test_assistants.py``: polls fresh per-session run IDs that no cassette
+# can match, so every CI run re-records and the suite times out.
+# - ``test_router_caching.py``: asserts upstream returns a *new* id per call,
+# which a deterministic cassette replay violates.
+_VCR_INCOMPATIBLE_FILES = frozenset(
+ {
+ "test_assistants.py",
+ "test_router_caching.py",
+ }
+)
+
+_VCR_INCOMPATIBLE_NODEID_SUFFIXES: tuple[str, ...] = ()
+
+
+_verbose_state = VerboseReporterState()
+
+
+@pytest.fixture(scope="module")
+def vcr_config():
+ return vcr_config_dict()
+
+
+def pytest_recording_configure(config, vcr):
+ register_persister_if_enabled(vcr)
+
+
+@pytest.hookimpl(hookwrapper=True)
+def pytest_runtest_makereport(item, call):
+ outcome = yield
+ rep = outcome.get_result()
+ setattr(item, f"rep_{rep.when}", rep)
+
+
+@pytest.fixture(autouse=True)
+def _vcr_outcome_gate(request, vcr):
+ yield
+ record_vcr_outcome(request, vcr)
+
+
+def pytest_configure(config):
+ _verbose_state.remember_pluginmanager(config)
+
+
+def pytest_runtest_logreport(report):
+ _verbose_state.maybe_emit_verdict(report)
+
+
# ---------------------------------------------------------------------------
# Capture TRUE defaults at conftest import time. This runs before any test
# module's top-level code (e.g. `litellm.num_retries = 3`) executes, so
@@ -147,6 +213,12 @@ def setup_and_teardown():
def pytest_collection_modifyitems(config, items):
+ apply_vcr_auto_marker_to_items(
+ items,
+ skip_files=_RESPX_CONFLICTING_FILES | _VCR_INCOMPATIBLE_FILES,
+ skip_nodeid_suffixes=_VCR_INCOMPATIBLE_NODEID_SUFFIXES,
+ )
+
# Separate tests in 'test_amazing_proxy_custom_logger.py' and other tests
custom_logger_tests = [
item for item in items if "custom_logger" in item.parent.name
diff --git a/tests/logging_callback_tests/conftest.py b/tests/logging_callback_tests/conftest.py
index 7100c8456a9..4f847d93a52 100644
--- a/tests/logging_callback_tests/conftest.py
+++ b/tests/logging_callback_tests/conftest.py
@@ -19,6 +19,67 @@ sys.path.insert(
) # Adds the parent directory to the system path
import litellm
+from tests._vcr_conftest_common import ( # noqa: E402
+ VerboseReporterState,
+ apply_vcr_auto_marker_to_items,
+ record_vcr_outcome,
+ register_persister_if_enabled,
+ vcr_config_dict,
+)
+
+# vcrpy and respx both patch the httpx transport — applying both makes one
+# silently win, so respx-using files opt out of the auto-marker.
+_RESPX_CONFLICTING_FILES = frozenset(
+ {
+ "test_assemble_streaming_responses.py",
+ "test_langfuse_unit_tests.py",
+ }
+)
+
+# Files where VCR replay breaks the test:
+# - ``test_amazing_s3_logs.py``: vcrpy's boto3 stub intercepts a real S3
+# PUT/LIST round-trip the test asserts on, so the per-run id is never found.
+_VCR_INCOMPATIBLE_FILES = frozenset(
+ {
+ "test_amazing_s3_logs.py",
+ }
+)
+
+_VCR_INCOMPATIBLE_NODEID_SUFFIXES: tuple[str, ...] = ()
+
+
+_verbose_state = VerboseReporterState()
+
+
+@pytest.fixture(scope="module")
+def vcr_config():
+ return vcr_config_dict()
+
+
+def pytest_recording_configure(config, vcr):
+ register_persister_if_enabled(vcr)
+
+
+@pytest.hookimpl(hookwrapper=True)
+def pytest_runtest_makereport(item, call):
+ outcome = yield
+ rep = outcome.get_result()
+ setattr(item, f"rep_{rep.when}", rep)
+
+
+@pytest.fixture(autouse=True)
+def _vcr_outcome_gate(request, vcr):
+ yield
+ record_vcr_outcome(request, vcr)
+
+
+def pytest_configure(config):
+ _verbose_state.remember_pluginmanager(config)
+
+
+def pytest_runtest_logreport(report):
+ _verbose_state.maybe_emit_verdict(report)
+
_LIST_ATTRS = (
"callbacks",
@@ -137,6 +198,12 @@ def setup_and_teardown():
def pytest_collection_modifyitems(config, items):
+ apply_vcr_auto_marker_to_items(
+ items,
+ skip_files=_RESPX_CONFLICTING_FILES | _VCR_INCOMPATIBLE_FILES,
+ skip_nodeid_suffixes=_VCR_INCOMPATIBLE_NODEID_SUFFIXES,
+ )
+
# Separate tests in 'test_amazing_proxy_custom_logger.py' and other tests
custom_logger_tests = [
item for item in items if "custom_logger" in item.parent.name
diff --git a/tests/ocr_tests/conftest.py b/tests/ocr_tests/conftest.py
new file mode 100644
index 00000000000..db48e2db2a5
--- /dev/null
+++ b/tests/ocr_tests/conftest.py
@@ -0,0 +1,57 @@
+# conftest.py
+#
+# Wires OCR tests into the Redis-backed VCR cache so live provider
+# calls (Mistral OCR, Azure AI OCR, Azure Document Intelligence,
+# Vertex AI OCR) are replayed for 24h. See tests/llm_translation/Readme.md
+# for the design overview.
+
+import os
+import sys
+
+import pytest
+
+sys.path.insert(0, os.path.abspath("../.."))
+
+from tests._vcr_conftest_common import ( # noqa: E402
+ VerboseReporterState,
+ apply_vcr_auto_marker_to_items,
+ record_vcr_outcome,
+ register_persister_if_enabled,
+ vcr_config_dict,
+)
+
+_verbose_state = VerboseReporterState()
+
+
+@pytest.fixture(scope="module")
+def vcr_config():
+ return vcr_config_dict()
+
+
+def pytest_recording_configure(config, vcr):
+ register_persister_if_enabled(vcr)
+
+
+@pytest.hookimpl(hookwrapper=True)
+def pytest_runtest_makereport(item, call):
+ outcome = yield
+ rep = outcome.get_result()
+ setattr(item, f"rep_{rep.when}", rep)
+
+
+@pytest.fixture(autouse=True)
+def _vcr_outcome_gate(request, vcr):
+ yield
+ record_vcr_outcome(request, vcr)
+
+
+def pytest_configure(config):
+ _verbose_state.remember_pluginmanager(config)
+
+
+def pytest_runtest_logreport(report):
+ _verbose_state.maybe_emit_verdict(report)
+
+
+def pytest_collection_modifyitems(config, items):
+ apply_vcr_auto_marker_to_items(items)
diff --git a/tests/pass_through_unit_tests/conftest.py b/tests/pass_through_unit_tests/conftest.py
new file mode 100644
index 00000000000..d07057a4b63
--- /dev/null
+++ b/tests/pass_through_unit_tests/conftest.py
@@ -0,0 +1,50 @@
+import os
+import sys
+
+import pytest
+
+sys.path.insert(0, os.path.abspath("../.."))
+
+from tests._vcr_conftest_common import ( # noqa: E402
+ VerboseReporterState,
+ apply_vcr_auto_marker_to_items,
+ record_vcr_outcome,
+ register_persister_if_enabled,
+ vcr_config_dict,
+)
+
+_verbose_state = VerboseReporterState()
+
+
+@pytest.fixture(scope="module")
+def vcr_config():
+ return vcr_config_dict()
+
+
+def pytest_recording_configure(config, vcr):
+ register_persister_if_enabled(vcr)
+
+
+@pytest.hookimpl(hookwrapper=True)
+def pytest_runtest_makereport(item, call):
+ outcome = yield
+ rep = outcome.get_result()
+ setattr(item, f"rep_{rep.when}", rep)
+
+
+@pytest.fixture(autouse=True)
+def _vcr_outcome_gate(request, vcr):
+ yield
+ record_vcr_outcome(request, vcr)
+
+
+def pytest_configure(config):
+ _verbose_state.remember_pluginmanager(config)
+
+
+def pytest_runtest_logreport(report):
+ _verbose_state.maybe_emit_verdict(report)
+
+
+def pytest_collection_modifyitems(config, items):
+ apply_vcr_auto_marker_to_items(items)
diff --git a/tests/router_unit_tests/conftest.py b/tests/router_unit_tests/conftest.py
index 6e331d3a4c0..a210244b3df 100644
--- a/tests/router_unit_tests/conftest.py
+++ b/tests/router_unit_tests/conftest.py
@@ -1,5 +1,6 @@
# conftest.py
+import asyncio
import importlib
import os
import sys
@@ -9,9 +10,17 @@ import pytest
sys.path.insert(
0, os.path.abspath("../..")
) # Adds the parent directory to the system path
-import litellm
+import litellm # noqa: E402,F401
-import asyncio
+from tests._vcr_conftest_common import ( # noqa: E402
+ VerboseReporterState,
+ apply_vcr_auto_marker_to_items,
+ record_vcr_outcome,
+ register_persister_if_enabled,
+ vcr_config_dict,
+)
+
+_verbose_state = VerboseReporterState()
@pytest.fixture(scope="session")
@@ -29,14 +38,11 @@ def setup_and_teardown():
"""
This fixture reloads litellm before every function. To speed up testing by removing callbacks being chained.
"""
- curr_dir = os.getcwd() # Get the current working directory
sys.path.insert(
0, os.path.abspath("../..")
) # Adds the project directory to the system path
import litellm
- from litellm import Router
- import asyncio
from litellm.litellm_core_utils.logging_worker import GLOBAL_LOGGING_WORKER
@@ -53,12 +59,9 @@ def setup_and_teardown():
except Exception as e:
print(f"Error reloading litellm.proxy.proxy_server: {e}")
- import asyncio
-
loop = asyncio.get_event_loop_policy().new_event_loop()
asyncio.set_event_loop(loop)
print(litellm)
- # from litellm import Router, completion, aembedding, acompletion, embedding
yield
# Teardown code (executes after the yield point)
@@ -66,7 +69,39 @@ def setup_and_teardown():
asyncio.set_event_loop(None) # Remove the reference to the loop
+@pytest.fixture(scope="module")
+def vcr_config():
+ return vcr_config_dict()
+
+
+def pytest_recording_configure(config, vcr):
+ register_persister_if_enabled(vcr)
+
+
+@pytest.hookimpl(hookwrapper=True)
+def pytest_runtest_makereport(item, call):
+ outcome = yield
+ rep = outcome.get_result()
+ setattr(item, f"rep_{rep.when}", rep)
+
+
+@pytest.fixture(autouse=True)
+def _vcr_outcome_gate(request, vcr):
+ yield
+ record_vcr_outcome(request, vcr)
+
+
+def pytest_configure(config):
+ _verbose_state.remember_pluginmanager(config)
+
+
+def pytest_runtest_logreport(report):
+ _verbose_state.maybe_emit_verdict(report)
+
+
def pytest_collection_modifyitems(config, items):
+ apply_vcr_auto_marker_to_items(items)
+
# Separate tests in 'test_amazing_proxy_custom_logger.py' and other tests
custom_logger_tests = [
item for item in items if "custom_logger" in item.parent.name
diff --git a/tests/search_tests/conftest.py b/tests/search_tests/conftest.py
new file mode 100644
index 00000000000..3b4623c53a5
--- /dev/null
+++ b/tests/search_tests/conftest.py
@@ -0,0 +1,58 @@
+# conftest.py
+#
+# Wires search tests into the Redis-backed VCR cache so live provider
+# calls (Brave, DataForSEO, DuckDuckGo, Exa, Firecrawl, Google PSE,
+# Linkup, Parallel.ai, Perplexity, SearchAPI, Searxng, Serper, Tavily)
+# are replayed for 24h. See tests/llm_translation/Readme.md for the
+# design overview.
+
+import os
+import sys
+
+import pytest
+
+sys.path.insert(0, os.path.abspath("../.."))
+
+from tests._vcr_conftest_common import ( # noqa: E402
+ VerboseReporterState,
+ apply_vcr_auto_marker_to_items,
+ record_vcr_outcome,
+ register_persister_if_enabled,
+ vcr_config_dict,
+)
+
+_verbose_state = VerboseReporterState()
+
+
+@pytest.fixture(scope="module")
+def vcr_config():
+ return vcr_config_dict()
+
+
+def pytest_recording_configure(config, vcr):
+ register_persister_if_enabled(vcr)
+
+
+@pytest.hookimpl(hookwrapper=True)
+def pytest_runtest_makereport(item, call):
+ outcome = yield
+ rep = outcome.get_result()
+ setattr(item, f"rep_{rep.when}", rep)
+
+
+@pytest.fixture(autouse=True)
+def _vcr_outcome_gate(request, vcr):
+ yield
+ record_vcr_outcome(request, vcr)
+
+
+def pytest_configure(config):
+ _verbose_state.remember_pluginmanager(config)
+
+
+def pytest_runtest_logreport(report):
+ _verbose_state.maybe_emit_verdict(report)
+
+
+def pytest_collection_modifyitems(config, items):
+ apply_vcr_auto_marker_to_items(items)
diff --git a/tests/test_litellm/litellm_core_utils/test_realtime_streaming.py b/tests/test_litellm/litellm_core_utils/test_realtime_streaming.py
index 8d842fefb7b..2b238b0cdf7 100644
--- a/tests/test_litellm/litellm_core_utils/test_realtime_streaming.py
+++ b/tests/test_litellm/litellm_core_utils/test_realtime_streaming.py
@@ -13,7 +13,10 @@ sys.path.insert(
) # Adds the parent directory to the system path
from litellm.integrations.custom_guardrail import CustomGuardrail
-from litellm.litellm_core_utils.realtime_streaming import RealTimeStreaming
+from litellm.litellm_core_utils.realtime_streaming import (
+ RealTimeStreaming,
+ client_sent_openai_beta_realtime_header,
+)
from litellm.types.guardrails import GuardrailEventHooks
from litellm.types.llms.openai import (
OpenAIRealtimeStreamResponseBaseObject,
@@ -80,6 +83,175 @@ def test_realtime_streaming_store_message():
assert len(streaming.messages) == 2 # Should not store the new message
+def test_remap_beta_session_to_ga_normalizes_modalities_and_audio():
+ out = RealTimeStreaming._remap_beta_session_to_ga(
+ {"modalities": ["audio", "text"], "voice": "alloy"}
+ )
+ assert out["type"] == "realtime"
+ assert out["output_modalities"] == ["audio"]
+ assert out["audio"]["output"]["voice"] == "alloy"
+
+
+def test_remap_beta_session_to_ga_preserves_ga_audio_format_dicts():
+ input_format = {"type": "audio/pcm", "rate": 24000}
+ output_format = {"type": "audio/G711-ulaw", "rate": 8000}
+
+ out = RealTimeStreaming._remap_beta_session_to_ga(
+ {
+ "input_audio_format": input_format,
+ "output_audio_format": output_format,
+ }
+ )
+
+ assert out["audio"]["input"]["format"] == input_format
+ assert out["audio"]["output"]["format"] == output_format
+
+
+def test_make_disable_auto_response_message_produces_ga_shape():
+ """_make_disable_auto_response_message must produce a GA-shaped session.update.
+
+ The GA Realtime API requires:
+ - session.type = "realtime"
+ - turn_detection nested at session.audio.input.turn_detection
+ The old beta-style flat ``session.turn_detection`` is rejected by GA upstreams.
+ """
+ websocket = MagicMock()
+ backend_ws = MagicMock()
+ logging_obj = MagicMock()
+ streaming = RealTimeStreaming(websocket, backend_ws, logging_obj)
+
+ raw = streaming._make_disable_auto_response_message()
+ msg = json.loads(raw)
+
+ assert msg["type"] == "session.update"
+ session = msg["session"]
+ assert (
+ session.get("type") == "realtime"
+ ), "GA session.update must include session.type='realtime'"
+ # turn_detection must NOT be at the flat beta location
+ assert (
+ "turn_detection" not in session
+ ), "turn_detection must not be at the top-level session (beta shape); use audio.input"
+ # turn_detection must be nested under audio.input
+ assert session["audio"]["input"]["turn_detection"]["create_response"] is False
+
+
+def test_make_disable_auto_response_message_produces_beta_shape_for_beta_clients():
+ websocket = MagicMock()
+ websocket.scope = {"headers": [(b"openai-beta", b"realtime=v1")]}
+ backend_ws = MagicMock()
+ logging_obj = MagicMock()
+ streaming = RealTimeStreaming(websocket, backend_ws, logging_obj)
+
+ raw = streaming._make_disable_auto_response_message()
+ msg = json.loads(raw)
+
+ assert msg["type"] == "session.update"
+ session = msg["session"]
+ assert session == {"turn_detection": {"create_response": False}}
+
+
+@pytest.mark.asyncio
+async def test_client_ack_messages_keeps_beta_session_shape_for_beta_clients():
+ client_ws = MagicMock()
+ client_ws.scope = {"headers": [(b"openai-beta", b"realtime=v1")]}
+ session_update = json.dumps(
+ {
+ "type": "session.update",
+ "session": {
+ "modalities": ["audio", "text"],
+ "voice": "alloy",
+ "turn_detection": {"create_response": False},
+ },
+ }
+ )
+ client_ws.receive_text = AsyncMock(
+ side_effect=[
+ session_update,
+ Exception("connection closed"),
+ ]
+ )
+ backend_ws = MagicMock()
+ backend_ws.send = AsyncMock()
+ logging_obj = MagicMock()
+ logging_obj.pre_call = MagicMock()
+ streaming = RealTimeStreaming(client_ws, backend_ws, logging_obj)
+
+ await streaming.client_ack_messages()
+
+ sent_to_backend = json.loads(backend_ws.send.call_args_list[0].args[0])
+ session = sent_to_backend["session"]
+ assert session["modalities"] == ["audio", "text"]
+ assert session["voice"] == "alloy"
+ assert session["turn_detection"] == {"create_response": False}
+ assert "type" not in session
+ assert "output_modalities" not in session
+ assert "audio" not in session
+
+
+@pytest.mark.asyncio
+async def test_client_ack_messages_keeps_beta_session_shape_for_beta_backend():
+ client_ws = MagicMock()
+ session_update = json.dumps(
+ {
+ "type": "session.update",
+ "session": {
+ "modalities": ["audio", "text"],
+ "voice": "alloy",
+ "turn_detection": {"create_response": False},
+ },
+ }
+ )
+ client_ws.receive_text = AsyncMock(
+ side_effect=[
+ session_update,
+ Exception("connection closed"),
+ ]
+ )
+ backend_ws = MagicMock()
+ backend_ws.send = AsyncMock()
+ logging_obj = MagicMock()
+ logging_obj.pre_call = MagicMock()
+ streaming = RealTimeStreaming(
+ client_ws, backend_ws, logging_obj, backend_uses_beta_protocol=True
+ )
+
+ await streaming.client_ack_messages()
+
+ sent_to_backend = json.loads(backend_ws.send.call_args_list[0].args[0])
+ session = sent_to_backend["session"]
+ assert session["modalities"] == ["audio", "text"]
+ assert session["voice"] == "alloy"
+ assert session["turn_detection"] == {"create_response": False}
+ assert "type" not in session
+ assert "output_modalities" not in session
+ assert "audio" not in session
+
+
+def test_translate_event_to_beta_renames_delta_types():
+ ev = RealTimeStreaming._translate_event_to_beta(
+ {"type": "response.output_audio.delta", "delta": "abc", "event_id": "e1"}
+ )
+ assert ev is not None
+ assert ev["type"] == "response.audio.delta"
+
+
+def test_translate_event_to_beta_drops_conversation_item_done():
+ assert (
+ RealTimeStreaming._translate_event_to_beta({"type": "conversation.item.done"})
+ is None
+ )
+
+
+def test_client_sent_openai_beta_realtime_header_detects_header():
+ ws = MagicMock()
+ ws.scope = {"headers": [(b"openai-beta", b"realtime=v1")]}
+ assert client_sent_openai_beta_realtime_header(ws) is True
+ empty = MagicMock()
+ empty.scope = {"headers": []}
+ assert client_sent_openai_beta_realtime_header(empty) is False
+
+
def test_collect_user_input_from_text_conversation_item():
"""
Test that conversation.item.create with input_text content is collected as user input.
@@ -761,7 +933,14 @@ async def test_realtime_session_created_injects_session_update_for_audio_guardra
assert (
len(session_updates) == 1
), f"Expected one session.update injected to backend, got: {sent_to_backend}"
- assert session_updates[0]["session"]["turn_detection"]["create_response"] is False
+ # GA shape: turn_detection must be nested under audio.input, not at top-level session
+ injected_session = session_updates[0]["session"]
+ assert (
+ injected_session["type"] == "realtime"
+ ), "GA session.update must include session.type='realtime'"
+ assert (
+ injected_session["audio"]["input"]["turn_detection"]["create_response"] is False
+ ), "GA session.update must nest turn_detection under audio.input"
litellm.callbacks = [] # cleanup
@@ -818,7 +997,14 @@ async def test_realtime_session_created_injects_session_update_for_pre_call_guar
assert (
len(session_updates) == 1
), f"pre_call guardrail should inject session.update to gate audio responses, got: {sent_to_backend}"
- assert session_updates[0]["session"]["turn_detection"]["create_response"] is False
+ # GA shape: turn_detection must be nested under audio.input, not at top-level session
+ injected_session = session_updates[0]["session"]
+ assert (
+ injected_session["type"] == "realtime"
+ ), "GA session.update must include session.type='realtime'"
+ assert (
+ injected_session["audio"]["input"]["turn_detection"]["create_response"] is False
+ ), "GA session.update must nest turn_detection under audio.input"
litellm.callbacks = [] # cleanup
diff --git a/tests/test_litellm/llms/azure/realtime/test_azure_realtime_handler.py b/tests/test_litellm/llms/azure/realtime/test_azure_realtime_handler.py
index 42108e46b59..41d301c5d5f 100644
--- a/tests/test_litellm/llms/azure/realtime/test_azure_realtime_handler.py
+++ b/tests/test_litellm/llms/azure/realtime/test_azure_realtime_handler.py
@@ -247,6 +247,10 @@ async def test_async_realtime_uses_ga_protocol_end_to_end():
assert "model=gpt-4o-realtime-preview" in called_url
assert "api-version" not in called_url
assert "deployment" not in called_url
+ assert (
+ mock_realtime_streaming.call_args.kwargs["backend_uses_beta_protocol"]
+ is False
+ )
@pytest.mark.asyncio
@@ -419,3 +423,7 @@ async def test_async_realtime_default_maintains_backwards_compatibility():
called_url = mock_ws_connect.call_args[0][0]
assert "/openai/realtime?" in called_url
assert "/openai/v1/realtime" not in called_url
+ assert (
+ mock_realtime_streaming.call_args.kwargs["backend_uses_beta_protocol"]
+ is True
+ )
diff --git a/tests/test_litellm/llms/bedrock/test_base_aws_llm.py b/tests/test_litellm/llms/bedrock/test_base_aws_llm.py
index 55f810380b4..a4969e5dacc 100644
--- a/tests/test_litellm/llms/bedrock/test_base_aws_llm.py
+++ b/tests/test_litellm/llms/bedrock/test_base_aws_llm.py
@@ -18,7 +18,6 @@ from botocore.awsrequest import AWSPreparedRequest, AWSRequest
from botocore.credentials import Credentials
import litellm
-from litellm.caching.caching import DualCache
from litellm.llms.bedrock.base_aws_llm import (
AwsAuthError,
BaseAWSLLM,
@@ -32,6 +31,155 @@ BASE_AWS_LLM_PATH = os.path.join(
)
+@pytest.fixture(autouse=True)
+def flush_shared_bedrock_iam_cache():
+ """Process-wide IAM cache must not leak static/env credential entries across tests."""
+ BaseAWSLLM._shared_iam_cache.flush_cache()
+ yield
+
+
+def test_base_aws_llm_instances_share_process_wide_iam_cache():
+ """Regression LIT-2662: new instances must reuse iam_cache (Bedrock passthrough is per-request)."""
+ first = BaseAWSLLM()
+ second = BaseAWSLLM()
+ assert first.iam_cache is second.iam_cache
+ assert first.iam_cache is BaseAWSLLM._shared_iam_cache
+
+
+def test_static_access_key_credentials_use_iam_cache_across_calls():
+ """Static access-key path hits shared iam_cache; second identical call does not refetch."""
+ base = BaseAWSLLM()
+ fake_creds = MagicMock()
+
+ with patch.object(
+ base,
+ "_auth_with_access_key_and_secret_key",
+ return_value=(fake_creds, 3600),
+ ) as mock_static_auth:
+ base.get_credentials(
+ aws_access_key_id="AKIAEXAMPLE",
+ aws_secret_access_key="secret",
+ aws_region_name="us-east-1",
+ )
+ base.get_credentials(
+ aws_access_key_id="AKIAEXAMPLE",
+ aws_secret_access_key="secret",
+ aws_region_name="us-east-1",
+ )
+ mock_static_auth.assert_called_once()
+
+
+def _os_environ_without_aws_keys() -> Dict[str, str]:
+ """Strip AWS_* so get_credentials hits the ambient-env branch when no explicit keys are passed."""
+ return {k: v for k, v in os.environ.items() if not k.startswith("AWS_")}
+
+
+def test_ambient_env_credentials_use_iam_cache_across_instances():
+ """Else-branch env path uses shared iam_cache; second call on another instance does not refetch."""
+ base_a = BaseAWSLLM()
+ base_b = BaseAWSLLM()
+ fake_creds = MagicMock()
+ with patch.dict(os.environ, _os_environ_without_aws_keys(), clear=True):
+ with patch.object(
+ BaseAWSLLM,
+ "_auth_with_env_vars",
+ return_value=(fake_creds, None),
+ ) as mock_env:
+ base_a.get_credentials()
+ base_b.get_credentials()
+ mock_env.assert_called_once()
+
+
+def test_static_access_key_path_boto3_session_constructed_once_when_cached():
+ """With real _auth_with_access_key_and_secret_key, boto3.Session is only built once per cache key."""
+ base_a = BaseAWSLLM()
+ base_b = BaseAWSLLM()
+ real_creds = Credentials("AKIAEXAMPLE", "secret-key-val", None)
+ mock_session_instance = MagicMock()
+ mock_session_instance.get_credentials.return_value = real_creds
+ with patch("boto3.Session", return_value=mock_session_instance) as mock_session_cls:
+ base_a.get_credentials(
+ aws_access_key_id="AKIAEXAMPLE",
+ aws_secret_access_key="secret-key-val",
+ aws_region_name="us-east-1",
+ )
+ base_b.get_credentials(
+ aws_access_key_id="AKIAEXAMPLE",
+ aws_secret_access_key="secret-key-val",
+ aws_region_name="us-east-1",
+ )
+ mock_session_cls.assert_called_once()
+
+
+def test_ambient_env_path_boto3_session_constructed_once_when_cached():
+ """Else branch: boto3.Session() inside _auth_with_env_vars runs once for two cache hits."""
+ base_a = BaseAWSLLM()
+ base_b = BaseAWSLLM()
+ real_creds = Credentials("AKIAENV", "secret-env", None)
+ mock_session_instance = MagicMock()
+ mock_session_instance.get_credentials.return_value = real_creds
+ with patch.dict(os.environ, _os_environ_without_aws_keys(), clear=True):
+ with patch(
+ "boto3.Session", return_value=mock_session_instance
+ ) as mock_session_cls:
+ base_a.get_credentials()
+ base_b.get_credentials()
+ mock_session_cls.assert_called_once()
+
+
+def test_explicit_session_token_tuple_not_cached_in_iam_cache():
+ """Temporary key+secret+session paths must not use process-wide iam_cache between calls."""
+ base = BaseAWSLLM()
+ with patch.object(
+ base,
+ "_auth_with_aws_session_token",
+ return_value=(
+ Credentials("ak", "sk", "token"),
+ None,
+ ),
+ ) as mock_sess:
+ base.get_credentials(
+ aws_access_key_id="AKIA",
+ aws_secret_access_key="sec",
+ aws_session_token="tok",
+ )
+ base.get_credentials(
+ aws_access_key_id="AKIA",
+ aws_secret_access_key="sec",
+ aws_session_token="tok",
+ )
+ assert mock_sess.call_count == 2
+
+
+def test_aws_profile_path_not_cached_in_iam_cache():
+ base = BaseAWSLLM()
+ with patch.object(
+ base,
+ "_auth_with_aws_profile",
+ return_value=(Credentials("prof-ak", "prof-sk", None), None),
+ ) as mock_profile:
+ base.get_credentials(aws_profile_name="my-profile")
+ base.get_credentials(aws_profile_name="my-profile")
+ assert mock_profile.call_count == 2
+
+
+def test_web_identity_path_not_cached_in_iam_cache():
+ base = BaseAWSLLM()
+ with patch.object(
+ base,
+ "_auth_with_web_identity_token",
+ return_value=(Credentials("wi-ak", "wi-sk", "wi-tok"), None),
+ ) as mock_wi:
+ kwargs = dict(
+ aws_web_identity_token="jwt-token",
+ aws_role_name="arn:aws:iam::123456789012:role/WebIdentity",
+ aws_session_name="web-id-session",
+ )
+ base.get_credentials(**kwargs)
+ base.get_credentials(**kwargs)
+ assert mock_wi.call_count == 2
+
+
def test_boto3_init_tracer_wrapping():
"""
Test that all boto3 initializations are wrapped in tracer.trace or @tracer.wrap
@@ -48,6 +196,8 @@ def test_boto3_init_tracer_wrapping():
lines = content.split("\n")
# Check each boto3 initialization is wrapped in tracer.trace
for line_number, line in enumerate(lines, 1):
+ if line.lstrip().startswith("#"):
+ continue
for pattern in boto3_init_patterns:
if pattern in line:
# Look back up to 5 lines for decorator or trace block
@@ -544,7 +694,6 @@ def test_role_assumption_without_session_name():
# Mock the STS response with proper expiration handling
mock_expiry = MagicMock()
mock_expiry.tzinfo = timezone.utc
- current_time = datetime.now(timezone.utc)
# Create a timedelta object that returns 3600 when total_seconds() is called
time_diff = MagicMock()
time_diff.total_seconds.return_value = 3600
@@ -597,24 +746,61 @@ def test_role_assumption_without_session_name():
call_args = mock_sts_client.assume_role.call_args
assert call_args[1]["RoleSessionName"] == "my-custom-session"
- # Test case 3: Verify caching works with auto-generated session names
- # Clear the cache first
- base_aws_llm.iam_cache = DualCache()
-
+ # Test case 3: AssumeRole is not stored in iam_cache; identical calls each invoke STS.
+ BaseAWSLLM._shared_iam_cache.flush_cache()
mock_sts_client.reset_mock()
with patch("boto3.client", return_value=mock_sts_client):
- # First call
credentials1 = base_aws_llm.get_credentials(
aws_role_name="arn:aws:iam::2222222222222:role/LitellmEvalBedrockRole"
)
- # Second call with same role should use cache (not call assume_role again)
credentials2 = base_aws_llm.get_credentials(
aws_role_name="arn:aws:iam::2222222222222:role/LitellmEvalBedrockRole"
)
- # Should only be called once due to caching
- assert mock_sts_client.assume_role.call_count == 1
+ assert mock_sts_client.assume_role.call_count == 2
+ assert credentials1.access_key == credentials2.access_key
+
+
+def test_assume_role_path_does_not_use_process_iam_cache():
+ """AssumeRole credentials are not cached; each get_credentials repeats STS AssumeRole."""
+ base_aws_llm = BaseAWSLLM()
+
+ mock_sts_client = MagicMock()
+ mock_expiry = MagicMock()
+ mock_expiry.tzinfo = timezone.utc
+ time_diff = MagicMock()
+ time_diff.total_seconds.return_value = 3600
+ mock_expiry.__sub__ = MagicMock(return_value=time_diff)
+
+ mock_sts_client.assume_role.return_value = {
+ "Credentials": {
+ "AccessKeyId": "assumed-access-key",
+ "SecretAccessKey": "assumed-secret-key",
+ "SessionToken": "assumed-session-token",
+ "Expiration": mock_expiry,
+ }
+ }
+ mock_sts_client.get_caller_identity.return_value = {
+ "Arn": "arn:aws:sts::111111111111:assumed-role/SomeOtherRole/session-name",
+ }
+
+ role_arn = "arn:aws:iam::2222222222222:role/LitellmEvalBedrockRole"
+ env_without_irsa = {
+ k: v
+ for k, v in os.environ.items()
+ if k not in ("AWS_ROLE_ARN", "AWS_WEB_IDENTITY_TOKEN_FILE")
+ }
+
+ with patch.dict(os.environ, env_without_irsa, clear=True):
+ with patch("boto3.client", return_value=mock_sts_client):
+ base_aws_llm.get_credentials(aws_role_name=role_arn)
+ mock_sts_client.get_caller_identity.reset_mock()
+
+ base_aws_llm.get_credentials(aws_role_name=role_arn)
+
+ mock_sts_client.get_caller_identity.assert_called()
+ assert mock_sts_client.assume_role.call_count == 2
def test_cache_keys_are_different_for_different_roles():
@@ -828,6 +1014,11 @@ def test_partial_credentials_still_use_ambient():
Test that if only one credential is provided, we still use ambient credentials.
This handles edge cases where configuration might be incomplete.
"""
+ env_without_aws_region = {
+ k: v
+ for k, v in os.environ.items()
+ if k not in ("AWS_REGION", "AWS_DEFAULT_REGION")
+ }
base_aws_llm = BaseAWSLLM()
# Mock the boto3 STS client
@@ -850,37 +1041,43 @@ def test_partial_credentials_still_use_ambient():
}
mock_sts_client.assume_role.return_value = mock_sts_response
- with patch("boto3.client", return_value=mock_sts_client) as mock_boto3_client:
+ with patch.dict(os.environ, env_without_aws_region, clear=True):
+ with patch("boto3.client", return_value=mock_sts_client) as mock_boto3_client:
- # Call with only access key (missing secret key)
- credentials, ttl = base_aws_llm._auth_with_aws_role(
- aws_access_key_id="AKIAEXAMPLE",
- aws_secret_access_key=None,
- aws_session_token=None,
- aws_role_name="arn:aws:iam::2222222222222:role/LitellmEvalBedrockRole",
- aws_session_name="test-session",
- )
+ # Call with only access key (missing secret key)
+ credentials, ttl = base_aws_llm._auth_with_aws_role(
+ aws_access_key_id="AKIAEXAMPLE",
+ aws_secret_access_key=None,
+ aws_session_token=None,
+ aws_role_name="arn:aws:iam::2222222222222:role/LitellmEvalBedrockRole",
+ aws_session_name="test-session",
+ )
- # Should still pass partial credentials to boto3.client
- mock_boto3_client.assert_called_once_with(
- "sts",
- aws_access_key_id="AKIAEXAMPLE",
- aws_secret_access_key=None,
- aws_session_token=None,
- verify=True,
- )
+ # Should still pass partial credentials to boto3.client
+ mock_boto3_client.assert_called_once_with(
+ "sts",
+ aws_access_key_id="AKIAEXAMPLE",
+ aws_secret_access_key=None,
+ aws_session_token=None,
+ verify=True,
+ )
- # Should still call assume_role
- mock_sts_client.assume_role.assert_called_once_with(
- RoleArn="arn:aws:iam::2222222222222:role/LitellmEvalBedrockRole",
- RoleSessionName="test-session",
- )
+ # Should still call assume_role
+ mock_sts_client.assume_role.assert_called_once_with(
+ RoleArn="arn:aws:iam::2222222222222:role/LitellmEvalBedrockRole",
+ RoleSessionName="test-session",
+ )
def test_cross_account_role_assumption():
"""
Test assuming a role in a different AWS account (common in multi-account setups).
"""
+ env_without_aws_region = {
+ k: v
+ for k, v in os.environ.items()
+ if k not in ("AWS_REGION", "AWS_DEFAULT_REGION")
+ }
base_aws_llm = BaseAWSLLM()
# Mock the boto3 STS client
@@ -903,31 +1100,32 @@ def test_cross_account_role_assumption():
}
mock_sts_client.assume_role.return_value = mock_sts_response
- with patch("boto3.client", return_value=mock_sts_client) as mock_boto3_client:
+ with patch.dict(os.environ, env_without_aws_region, clear=True):
+ with patch("boto3.client", return_value=mock_sts_client) as mock_boto3_client:
- # Assume role in different account (EKS/IRSA scenario)
- credentials, ttl = base_aws_llm._auth_with_aws_role(
- aws_access_key_id=None,
- aws_secret_access_key=None,
- aws_session_token=None,
- aws_role_name="arn:aws:iam::999999999999:role/CrossAccountRole",
- aws_session_name="cross-account-session",
- )
+ # Assume role in different account (EKS/IRSA scenario)
+ credentials, ttl = base_aws_llm._auth_with_aws_role(
+ aws_access_key_id=None,
+ aws_secret_access_key=None,
+ aws_session_token=None,
+ aws_role_name="arn:aws:iam::999999999999:role/CrossAccountRole",
+ aws_session_name="cross-account-session",
+ )
- # Should use ambient credentials
- mock_boto3_client.assert_called_once_with("sts", verify=True)
+ # Should use ambient credentials
+ mock_boto3_client.assert_called_once_with("sts", verify=True)
- # Should call assume_role with cross-account role
- mock_sts_client.assume_role.assert_called_once_with(
- RoleArn="arn:aws:iam::999999999999:role/CrossAccountRole",
- RoleSessionName="cross-account-session",
- )
+ # Should call assume_role with cross-account role
+ mock_sts_client.assume_role.assert_called_once_with(
+ RoleArn="arn:aws:iam::999999999999:role/CrossAccountRole",
+ RoleSessionName="cross-account-session",
+ )
- # Verify cross-account credentials are returned
- assert credentials.access_key == "cross-account-access-key"
- assert credentials.secret_key == "cross-account-secret-key"
- assert credentials.token == "cross-account-session-token"
- assert ttl is not None
+ # Verify cross-account credentials are returned
+ assert credentials.access_key == "cross-account-access-key"
+ assert credentials.secret_key == "cross-account-secret-key"
+ assert credentials.token == "cross-account-session-token"
+ assert ttl is not None
def test_role_assumption_with_custom_session_name():
@@ -1618,7 +1816,7 @@ def test_get_credentials_ecs_same_role_skips_assume_role():
base_aws_llm,
"_is_already_running_as_role",
return_value=True,
- ):
+ ) as mock_already_running:
with patch.object(
base_aws_llm,
"_auth_with_env_vars",
@@ -1632,13 +1830,71 @@ def test_get_credentials_ecs_same_role_skips_assume_role():
aws_role_name="arn:aws:iam::123456789012:role/MyEcsTaskRole",
aws_region_name="us-east-1",
)
+ base_aws_llm.get_credentials(
+ aws_role_name="arn:aws:iam::123456789012:role/MyEcsTaskRole",
+ aws_region_name="us-east-1",
+ )
- # Should use env vars, NOT role assumption
+ # Each get_credentials must check identity first; second call still checks before
+ # taking the iam_cache hit (no pre-peek that bypasses _is_already_running_as_role).
+ assert mock_already_running.call_count == 2
+ # Cached env resolution: second call hits iam_cache, not _auth_with_env_vars again.
mock_env_auth.assert_called_once()
mock_role_auth.assert_not_called()
assert credentials.access_key == "ecs-access-key"
+def test_get_credentials_role_second_call_not_same_role_uses_assume_not_env_cache():
+ """
+ First request: already target role -> env path fills iam_cache.
+ Second request (e.g. identity changed): not same role -> AssumeRole path; must not reuse
+ cached env resolution from the first call.
+ """
+ base_aws_llm = BaseAWSLLM()
+
+ env_creds = MagicMock()
+ env_creds.access_key = "ambient-key"
+ env_creds.secret_key = "ambient-secret"
+ env_creds.token = "ambient-token"
+
+ assumed_creds = MagicMock()
+ assumed_creds.access_key = "assumed-key"
+ assumed_creds.secret_key = "assumed-secret"
+ assumed_creds.token = "assumed-token"
+
+ role_arn = "arn:aws:iam::123456789012:role/TargetRole"
+
+ with patch.object(
+ base_aws_llm,
+ "_is_already_running_as_role",
+ side_effect=[True, False],
+ ) as mock_already:
+ with patch.object(
+ base_aws_llm,
+ "_auth_with_env_vars",
+ return_value=(env_creds, None),
+ ) as mock_env_auth:
+ with patch.object(
+ base_aws_llm,
+ "_auth_with_aws_role",
+ return_value=(assumed_creds, 3600),
+ ) as mock_role_auth:
+ first = base_aws_llm.get_credentials(
+ aws_role_name=role_arn,
+ aws_region_name="us-east-1",
+ )
+ second = base_aws_llm.get_credentials(
+ aws_role_name=role_arn,
+ aws_region_name="us-east-1",
+ )
+
+ assert mock_already.call_count == 2
+ mock_env_auth.assert_called_once()
+ mock_role_auth.assert_called_once()
+ assert first.access_key == "ambient-key"
+ assert second.access_key == "assumed-key"
+
+
def test_parse_arn_account_and_role_name():
"""Test the ARN parser helper for various ARN formats."""
parse = BaseAWSLLM._parse_arn_account_and_role_name
diff --git a/tests/test_litellm/llms/openai/realtime/test_openai_realtime_handler.py b/tests/test_litellm/llms/openai/realtime/test_openai_realtime_handler.py
index 4f5764e3d6e..e9798f45dce 100644
--- a/tests/test_litellm/llms/openai/realtime/test_openai_realtime_handler.py
+++ b/tests/test_litellm/llms/openai/realtime/test_openai_realtime_handler.py
@@ -213,12 +213,12 @@ async def test_async_realtime_url_contains_model():
assert called_url.startswith("wss://api.openai.com/v1/realtime?")
assert f"model={model}" in called_url
- # Verify proper headers were set
+ # Verify proper headers were set (GA default: no OpenAI-Beta unless client sent it)
called_kwargs = mock_ws_connect.call_args[1]
assert "additional_headers" in called_kwargs
additional_headers = called_kwargs["additional_headers"]
assert additional_headers["Authorization"] == f"Bearer {api_key}"
- assert additional_headers["OpenAI-Beta"] == "realtime=v1"
+ assert "OpenAI-Beta" not in additional_headers
# Verify SSL is configured (should be an SSLContext or True, not None or False)
assert called_kwargs["ssl"] is not None
assert called_kwargs["ssl"] is not False
@@ -227,6 +227,65 @@ async def test_async_realtime_url_contains_model():
mock_streaming_instance.bidirectional_forward.assert_awaited_once()
+@pytest.mark.asyncio
+async def test_async_realtime_forwards_openai_beta_header_when_client_sends_it():
+ """Upstream WS gets OpenAI-Beta: realtime=v1 only when the client WebSocket included it."""
+ from litellm.llms.openai.realtime.handler import OpenAIRealtime
+ from litellm.types.realtime import RealtimeQueryParams
+
+ handler = OpenAIRealtime()
+ api_base = "https://api.openai.com/"
+ api_key = "test-key"
+ model = "gpt-4o-mini-realtime-preview"
+ query_params: RealtimeQueryParams = {"model": model}
+
+ dummy_websocket = MagicMock()
+ dummy_websocket.scope = {
+ "headers": [
+ (b"openai-beta", b"realtime=v1"),
+ ]
+ }
+ dummy_logging_obj = MagicMock()
+ mock_backend_ws = AsyncMock()
+
+ class DummyAsyncContextManager:
+ def __init__(self, value):
+ self.value = value
+
+ async def __aenter__(self):
+ return self.value
+
+ async def __aexit__(self, exc_type, exc, tb):
+ return None
+
+ with (
+ patch(
+ "websockets.connect", return_value=DummyAsyncContextManager(mock_backend_ws)
+ ) as mock_ws_connect,
+ patch(
+ "litellm.llms.openai.realtime.handler.RealTimeStreaming"
+ ) as mock_realtime_streaming,
+ ):
+ mock_streaming_instance = MagicMock()
+ mock_realtime_streaming.return_value = mock_streaming_instance
+ mock_streaming_instance.bidirectional_forward = AsyncMock()
+
+ await handler.async_realtime(
+ model=model,
+ websocket=dummy_websocket,
+ logging_obj=dummy_logging_obj,
+ api_base=api_base,
+ api_key=api_key,
+ query_params=query_params,
+ )
+
+ mock_ws_connect.assert_called_once()
+ called_kwargs = mock_ws_connect.call_args[1]
+ additional_headers = called_kwargs["additional_headers"]
+ assert additional_headers["Authorization"] == f"Bearer {api_key}"
+ assert additional_headers["OpenAI-Beta"] == "realtime=v1"
+
+
@pytest.mark.asyncio
async def test_async_realtime_uses_max_size_parameter():
"""
diff --git a/tests/test_litellm/test_vcr_safe_body_matcher.py b/tests/test_litellm/test_vcr_safe_body_matcher.py
new file mode 100644
index 00000000000..0ed6ad69e3c
--- /dev/null
+++ b/tests/test_litellm/test_vcr_safe_body_matcher.py
@@ -0,0 +1,168 @@
+from __future__ import annotations
+
+import os
+import sys
+from types import SimpleNamespace
+
+import pytest
+
+_REPO_ROOT = os.path.abspath(os.path.join(os.path.dirname(__file__), "..", ".."))
+if _REPO_ROOT not in sys.path:
+ sys.path.insert(0, _REPO_ROOT)
+
+from tests._vcr_conftest_common import ( # noqa: E402
+ KEY_FINGERPRINT_HEADER,
+ KEY_FINGERPRINT_MATCHER_NAME,
+ SAFE_BODY_MATCHER_NAME,
+ _before_record_request,
+ _key_fingerprint_matcher,
+ _safe_body_matcher,
+ vcr_config_dict,
+)
+
+
+def _req(body):
+ return SimpleNamespace(body=body, headers={"Content-Type": "application/json"})
+
+
+def _req_with_headers(headers, body=b""):
+ return SimpleNamespace(headers=dict(headers), body=body)
+
+
+def test_safe_body_matcher_is_in_match_on():
+ cfg = vcr_config_dict()
+ assert SAFE_BODY_MATCHER_NAME in cfg["match_on"]
+ assert "body" not in cfg["match_on"]
+
+
+def test_safe_body_matcher_accepts_identical_bytes():
+ _safe_body_matcher(_req(b"hello"), _req(b"hello"))
+
+
+def test_safe_body_matcher_accepts_str_bytes_equivalent():
+ _safe_body_matcher(_req("hello"), _req(b"hello"))
+
+
+def test_safe_body_matcher_handles_jsonl_without_crashing():
+ jsonl = (
+ b'{"recordId": "request-1", "modelInput": {}}\n'
+ b'{"recordId": "request-2", "modelInput": {}}\n'
+ )
+ _safe_body_matcher(_req(jsonl), _req(jsonl))
+
+
+def test_safe_body_matcher_rejects_different_jsonl_bodies():
+ a = b'{"recordId": "request-1"}\n{"recordId": "request-2"}\n'
+ b = b'{"recordId": "request-1"}\n{"recordId": "request-3"}\n'
+ with pytest.raises(AssertionError):
+ _safe_body_matcher(_req(a), _req(b))
+
+
+def test_safe_body_matcher_rejects_different_bytes():
+ with pytest.raises(AssertionError):
+ _safe_body_matcher(_req(b"a"), _req(b"b"))
+
+
+def test_safe_body_matcher_treats_none_bodies_as_equal():
+ _safe_body_matcher(_req(None), _req(None))
+
+
+def test_safe_body_matcher_does_not_normalize_json_key_order():
+ with pytest.raises(AssertionError):
+ _safe_body_matcher(_req(b'{"a":1,"b":2}'), _req(b'{"b":2,"a":1}'))
+
+
+def test_default_vcrpy_body_matcher_crashes_on_jsonl_for_documentation():
+ """Pin the upstream behavior our ``safe_body`` matcher exists to work around."""
+ import json
+
+ from vcr.matchers import body as vcrpy_body # type: ignore
+
+ jsonl = b'{"recordId": "request-1"}\n{"recordId": "request-2"}\n'
+ with pytest.raises(json.JSONDecodeError):
+ vcrpy_body(_req(jsonl), _req(jsonl))
+
+
+def test_key_fingerprint_matcher_is_in_match_on():
+ cfg = vcr_config_dict()
+ assert KEY_FINGERPRINT_MATCHER_NAME in cfg["match_on"]
+
+
+def test_before_record_request_strips_auth_and_adds_fingerprint():
+ req = _req_with_headers(
+ {
+ "Authorization": "Bearer sk-real-key-1234567890",
+ "Content-Type": "application/json",
+ "x-amz-date": "20240115T120000Z",
+ }
+ )
+ out = _before_record_request(req)
+ assert "Authorization" not in out.headers
+ assert "x-amz-date" not in out.headers
+ fp = out.headers.get(KEY_FINGERPRINT_HEADER)
+ assert fp and isinstance(fp, str)
+ assert len(fp) >= 8
+ assert "sk-real" not in fp
+
+
+def test_before_record_request_no_auth_yields_stable_no_key_bucket():
+ a = _before_record_request(_req_with_headers({"Content-Type": "application/json"}))
+ b = _before_record_request(_req_with_headers({}))
+ assert a.headers[KEY_FINGERPRINT_HEADER] == b.headers[KEY_FINGERPRINT_HEADER]
+ _key_fingerprint_matcher(a, b)
+
+
+def test_key_fingerprint_matcher_distinguishes_good_and_bad_keys():
+ good = _before_record_request(
+ _req_with_headers({"Authorization": "Bearer sk-real-good-key"})
+ )
+ bad = _before_record_request(
+ _req_with_headers({"Authorization": "Bearer my-bad-key"})
+ )
+ assert good.headers[KEY_FINGERPRINT_HEADER] != bad.headers[KEY_FINGERPRINT_HEADER]
+ with pytest.raises(AssertionError):
+ _key_fingerprint_matcher(good, bad)
+
+
+def test_key_fingerprint_matcher_matches_repeated_good_key_calls():
+ a = _before_record_request(
+ _req_with_headers({"Authorization": "Bearer sk-same-key"})
+ )
+ b = _before_record_request(
+ _req_with_headers({"Authorization": "Bearer sk-same-key"})
+ )
+ _key_fingerprint_matcher(a, b)
+
+
+def test_key_fingerprint_matcher_distinguishes_x_api_key_callers():
+ a = _before_record_request(_req_with_headers({"x-api-key": "anthropic-real"}))
+ b = _before_record_request(_req_with_headers({"x-api-key": "anthropic-bad"}))
+ with pytest.raises(AssertionError):
+ _key_fingerprint_matcher(a, b)
+
+
+def test_before_record_request_is_deterministic_across_distinct_requests():
+ payload = {"Authorization": "Bearer sk-deterministic"}
+ first = _before_record_request(_req_with_headers(payload))
+ second = _before_record_request(_req_with_headers(payload))
+ assert (
+ first.headers[KEY_FINGERPRINT_HEADER] == second.headers[KEY_FINGERPRINT_HEADER]
+ )
+
+
+def test_before_record_request_is_idempotent_on_the_same_request_object():
+ """vcrpy invokes ``before_record_request`` more than once per request.
+
+ ``can_play_response_for`` calls it, then ``__contains__`` /
+ ``_responses`` call it again on the result. The second call sees a
+ request whose auth headers are already gone, so a naive recompute
+ would produce ``"no-key"`` and the matcher would consider the
+ request distinct from anything it just stored — manifesting in CI as
+ ``UnhandledHTTPRequestError`` from ``play_response``.
+ """
+ req = _req_with_headers({"Authorization": "Bearer sk-someone"})
+ _before_record_request(req)
+ fp_after_first = req.headers[KEY_FINGERPRINT_HEADER]
+ _before_record_request(req)
+ assert req.headers[KEY_FINGERPRINT_HEADER] == fp_after_first
+ assert fp_after_first != "no-key"
diff --git a/tests/unified_google_tests/conftest.py b/tests/unified_google_tests/conftest.py
index 01d5f69974e..bae5769ad3c 100644
--- a/tests/unified_google_tests/conftest.py
+++ b/tests/unified_google_tests/conftest.py
@@ -1,5 +1,6 @@
# conftest.py
+import asyncio
import importlib
import os
import sys
@@ -9,8 +10,17 @@ import pytest
sys.path.insert(
0, os.path.abspath("../..")
) # Adds the parent directory to the system path
-import litellm
-import asyncio
+import litellm # noqa: E402,F401
+
+from tests._vcr_conftest_common import ( # noqa: E402
+ VerboseReporterState,
+ apply_vcr_auto_marker_to_items,
+ record_vcr_outcome,
+ register_persister_if_enabled,
+ vcr_config_dict,
+)
+
+_verbose_state = VerboseReporterState()
@pytest.fixture(scope="session")
@@ -28,21 +38,17 @@ def setup_and_teardown():
"""
This fixture reloads litellm before every function. To speed up testing by removing callbacks being chained.
"""
- curr_dir = os.getcwd() # Get the current working directory
sys.path.insert(
0, os.path.abspath("../..")
) # Adds the project directory to the system path
import litellm
- from litellm import Router
importlib.reload(litellm)
- import asyncio
loop = asyncio.get_event_loop_policy().new_event_loop()
asyncio.set_event_loop(loop)
print(litellm)
- # from litellm import Router, completion, aembedding, acompletion, embedding
yield
# Teardown code (executes after the yield point)
@@ -50,7 +56,39 @@ def setup_and_teardown():
asyncio.set_event_loop(None) # Remove the reference to the loop
+@pytest.fixture(scope="module")
+def vcr_config():
+ return vcr_config_dict()
+
+
+def pytest_recording_configure(config, vcr):
+ register_persister_if_enabled(vcr)
+
+
+@pytest.hookimpl(hookwrapper=True)
+def pytest_runtest_makereport(item, call):
+ outcome = yield
+ rep = outcome.get_result()
+ setattr(item, f"rep_{rep.when}", rep)
+
+
+@pytest.fixture(autouse=True)
+def _vcr_outcome_gate(request, vcr):
+ yield
+ record_vcr_outcome(request, vcr)
+
+
+def pytest_configure(config):
+ _verbose_state.remember_pluginmanager(config)
+
+
+def pytest_runtest_logreport(report):
+ _verbose_state.maybe_emit_verdict(report)
+
+
def pytest_collection_modifyitems(config, items):
+ apply_vcr_auto_marker_to_items(items)
+
# Separate tests in 'test_amazing_proxy_custom_logger.py' and other tests
custom_logger_tests = [
item for item in items if "custom_logger" in item.parent.name
diff --git a/ui/litellm-dashboard/src/app/onboarding/OnboardingForm.test.tsx b/ui/litellm-dashboard/src/app/onboarding/OnboardingForm.test.tsx
index bf73e802cd8..965b0db47c3 100644
--- a/ui/litellm-dashboard/src/app/onboarding/OnboardingForm.test.tsx
+++ b/ui/litellm-dashboard/src/app/onboarding/OnboardingForm.test.tsx
@@ -61,6 +61,8 @@ describe("OnboardingForm", () => {
beforeEach(() => {
vi.clearAllMocks();
document.cookie = "token=; expires=Thu, 01 Jan 1970 00:00:00 GMT; path=/";
+ document.cookie = "token=; expires=Thu, 01 Jan 1970 00:00:00 GMT; path=/ui";
+ sessionStorage.clear();
});
it("should render loading view when credentials are loading", () => {
@@ -112,6 +114,58 @@ describe("OnboardingForm", () => {
expect(screen.getByTestId("form-body")).toHaveAttribute("data-variant", "reset_password");
});
+ it("should overwrite a prior admin sessionStorage token after successful claim", async () => {
+ // Simulate the prior admin session that the inviter left behind in the same tab.
+ sessionStorage.setItem("token", "ADMIN_SESSION_TOKEN");
+
+ mockUseOnboardingCredentials.mockReturnValue({
+ data: { token: "fake-jwt-token" },
+ isLoading: false,
+ isError: false,
+ });
+ mockClaimToken.mockImplementation((_params, options) => {
+ options.onSuccess({ token: "NEW_USER_TOKEN" });
+ });
+
+ render();
+
+ await act(async () => {
+ fireEvent.click(screen.getByRole("button", { name: "Submit" }));
+ });
+
+ // After signup the new user's token must replace the admin's sessionStorage entry,
+ // otherwise the HttpOnly-fallback path in getCookie() keeps returning the admin token.
+ expect(sessionStorage.getItem("token")).toBe("NEW_USER_TOKEN");
+ });
+
+ it("should set the new token cookie at path=/ui after successful claim", async () => {
+ mockUseOnboardingCredentials.mockReturnValue({
+ data: { token: "fake-jwt-token" },
+ isLoading: false,
+ isError: false,
+ });
+ mockClaimToken.mockImplementation((_params, options) => {
+ options.onSuccess({ token: "NEW_USER_TOKEN" });
+ });
+
+ const cookieSpy = vi.spyOn(document, "cookie", "set");
+ render();
+
+ await act(async () => {
+ fireEvent.click(screen.getByRole("button", { name: "Submit" }));
+ });
+
+ // The /ui path is what storeLoginToken writes to (and what LoginPage reads from);
+ // a cookie at path=/ alone leaves any pre-existing /ui-scoped admin cookie winning.
+ const newTokenCookieAtUiPath = cookieSpy.mock.calls.some(([value]) => {
+ const v = String(value);
+ return v.includes("token=NEW_USER_TOKEN") && v.includes("path=/ui");
+ });
+ expect(newTokenCookieAtUiPath).toBe(true);
+
+ cookieSpy.mockRestore();
+ });
+
it("should show claim error when claim response is missing final token", async () => {
mockUseOnboardingCredentials.mockReturnValue({
data: { token: "fake-jwt-token" },
diff --git a/ui/litellm-dashboard/src/app/onboarding/OnboardingForm.tsx b/ui/litellm-dashboard/src/app/onboarding/OnboardingForm.tsx
index 1e8afe7645e..add58102c57 100644
--- a/ui/litellm-dashboard/src/app/onboarding/OnboardingForm.tsx
+++ b/ui/litellm-dashboard/src/app/onboarding/OnboardingForm.tsx
@@ -4,6 +4,7 @@ import { useSearchParams } from "next/navigation";
import { jwtDecode } from "jwt-decode";
import { useOnboardingCredentials, useClaimOnboardingToken } from "@/app/(dashboard)/hooks/onboarding/useOnboarding";
import { getProxyBaseUrl } from "@/components/networking";
+import { clearTokenCookies, storeLoginToken } from "@/utils/cookieUtils";
import { OnboardingLoadingView } from "./OnboardingLoadingView";
import { OnboardingErrorView } from "./OnboardingErrorView";
import { OnboardingFormBody } from "./OnboardingFormBody";
@@ -45,7 +46,12 @@ export function OnboardingForm({ variant }: OnboardingFormProps) {
setClaimError("Failed to start session. Please try again.");
return;
}
- document.cookie = `token=${data.token}; path=/; SameSite=Lax`;
+ // Invite signup is a principal-change boundary — the prior admin's
+ // cookies/sessionStorage must be invalidated before the new user's
+ // session is established, otherwise getCookie() can fall back to
+ // the inviter's token.
+ clearTokenCookies();
+ storeLoginToken(data.token);
const proxyBaseUrl = getProxyBaseUrl();
window.location.href = proxyBaseUrl
? `${proxyBaseUrl}/ui/?login=success`
diff --git a/ui/litellm-dashboard/src/components/playground/chat_ui/RealtimePlayground.tsx b/ui/litellm-dashboard/src/components/playground/chat_ui/RealtimePlayground.tsx
index a3dd864b894..682ea62cbe9 100644
--- a/ui/litellm-dashboard/src/components/playground/chat_ui/RealtimePlayground.tsx
+++ b/ui/litellm-dashboard/src/components/playground/chat_ui/RealtimePlayground.tsx
@@ -134,10 +134,12 @@ const RealtimePlayground: React.FC = ({
const type = data.type;
if (type === "session.created") {
+ // GA: session.type is required ("realtime" | "transcription")
ws.send(
JSON.stringify({
type: "session.update",
session: {
+ type: "realtime",
modalities: ["text", "audio"],
voice: selectedVoice,
input_audio_format: "pcm16",
@@ -149,24 +151,36 @@ const RealtimePlayground: React.FC = ({
);
} else if (type === "session.updated") {
// session configured
- } else if (type === "response.audio.delta") {
+ } else if (
+ // GA: response.output_audio.delta | beta: response.audio.delta
+ type === "response.output_audio.delta" || type === "response.audio.delta"
+ ) {
if (data.delta) playAudioChunk(data.delta);
- } else if (type === "response.audio_transcript.delta" || type === "response.text.delta") {
+ } else if (
+ // GA: response.output_text.delta / response.output_audio_transcript.delta
+ // beta: response.text.delta / response.audio_transcript.delta
+ type === "response.output_text.delta" ||
+ type === "response.output_audio_transcript.delta" ||
+ type === "response.audio_transcript.delta" ||
+ type === "response.text.delta"
+ ) {
if (data.delta) appendAssistantText(data.delta);
} else if (
type === "conversation.item.input_audio_transcription.completed"
) {
if (data.transcript) addMessage("user", data.transcript);
} else if (type === "response.done") {
- // Ensure we have the full text if deltas were missed
+ // Ensure we have the full text if deltas were missed.
+ // Accept both beta (type=text/audio) and GA (type=output_text/output_audio) content.
setMessages((prev) => {
const last = prev[prev.length - 1];
if (last && last.role === "assistant" && last.content) return prev;
- // No assistant message yet — extract from response.done
const output = data.response?.output || [];
const texts: string[] = [];
for (const item of output) {
for (const c of item.content || []) {
+ // beta: c.text (type=text), c.transcript (type=audio)
+ // GA: c.text (type=output_text), c.transcript (type=output_audio)
const t = c.text || c.transcript;
if (t) texts.push(t);
}
@@ -219,10 +233,12 @@ const RealtimePlayground: React.FC = ({
if (!wsRef.current || wsRef.current.readyState !== WebSocket.OPEN) return;
// Switch to server VAD mode for voice input
+ // GA: session.type is required
wsRef.current.send(
JSON.stringify({
type: "session.update",
session: {
+ type: "realtime",
modalities: ["text", "audio"],
voice: selectedVoice,
input_audio_format: "pcm16",
@@ -304,10 +320,12 @@ const RealtimePlayground: React.FC = ({
if (!wsRef.current || wsRef.current.readyState !== WebSocket.OPEN) return;
if (configureSessionRef.current) return;
configureSessionRef.current = true;
+ // GA: session.type is required
wsRef.current.send(
JSON.stringify({
type: "session.update",
session: {
+ type: "realtime",
modalities: ["text", "audio"],
voice: selectedVoice,
input_audio_format: "pcm16",
diff --git a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx
index d2c00e5326b..8f3553a8395 100644
--- a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx
+++ b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx
@@ -653,10 +653,12 @@ const TeamInfoView: React.FC = ({
const { team_info: info } = teamData;
const initialKillSwitchOn = info.metadata?.disable_global_guardrails === true;
- const optedOutGlobals = new Set(info.metadata?.opted_out_global_guardrails || []);
- const nonGlobalOptIns: string[] = (info.metadata?.guardrails || []).filter(
- (n: string) => !globalGuardrailNames.has(n),
+ const optedOutGlobals = new Set(
+ Array.isArray(info.metadata?.opted_out_global_guardrails) ? info.metadata.opted_out_global_guardrails : [],
);
+ const nonGlobalOptIns: string[] = (
+ Array.isArray(info.metadata?.guardrails) ? info.metadata.guardrails : []
+ ).filter((n: string) => !globalGuardrailNames.has(n));
const effectiveGuardrails: string[] = initialKillSwitchOn
? nonGlobalOptIns
: [
@@ -815,8 +817,8 @@ const TeamInfoView: React.FC = ({
@@ -1619,8 +1621,8 @@ const TeamInfoView: React.FC = ({