diff --git a/litellm/llms/anthropic/experimental_pass_through/adapters/streaming_iterator.py b/litellm/llms/anthropic/experimental_pass_through/adapters/streaming_iterator.py index 9158ff4569f..47974dca20c 100644 --- a/litellm/llms/anthropic/experimental_pass_through/adapters/streaming_iterator.py +++ b/litellm/llms/anthropic/experimental_pass_through/adapters/streaming_iterator.py @@ -11,7 +11,6 @@ from typing import ( Final, Literal, Protocol, - cast, # noqa: TID251 # rebuilt message_delta dict spans the ContentBlockDelta/MessageBlockDelta union get_args, ) @@ -25,6 +24,7 @@ from litellm.types.llms.anthropic import ( ContentBlockDelta, ContextManagementResponse, MessageBlockDelta, + MessageDelta, StreamingContentBlockDeltaType, UsageDelta, UsageIteration, @@ -1006,26 +1006,28 @@ class AnthropicStreamWrapper(AdapterCompletionStreamWrapper): self, processed_chunk: ContentBlockDelta | MessageBlockDelta, ) -> ContentBlockDelta | MessageBlockDelta: - if processed_chunk.get("type") != "message_delta" or not self._refusal_text: + if processed_chunk["type"] != "message_delta" or not self._refusal_text: return processed_chunk - delta: Final = cast(Mapping[str, object], processed_chunk["delta"]) # cast-ok: keys checked before use + delta: Final = processed_chunk["delta"] if delta.get("stop_reason") == "max_tokens": return processed_chunk from litellm.llms.anthropic.experimental_pass_through.messages.utils import ( refusal_stop_details, ) - return cast( # cast-ok: rebuilt dict matches the message_delta TypedDict shape for this branch - ContentBlockDelta | MessageBlockDelta, - { # mutable-ok: fresh translation payload; never mutated after construction - **processed_chunk, - "delta": { # mutable-ok: fresh message_delta payload; never mutated after construction - **delta, - "stop_reason": "refusal", - "stop_details": refusal_stop_details(self._refusal_text), - }, - }, - ) + refusal_delta: Final[MessageDelta] = { # mutable-ok: fresh message_delta payload + **delta, + "stop_reason": "refusal", + "stop_details": refusal_stop_details(self._refusal_text), + } + if "context_management" in processed_chunk: + return MessageBlockDelta( + type="message_delta", + delta=refusal_delta, + usage=processed_chunk["usage"], + context_management=processed_chunk["context_management"], + ) + return MessageBlockDelta(type="message_delta", delta=refusal_delta, usage=processed_chunk["usage"]) @staticmethod def _delta_has_content(processed_chunk: Mapping[str, object]) -> bool: diff --git a/litellm/llms/anthropic/experimental_pass_through/messages/utils.py b/litellm/llms/anthropic/experimental_pass_through/messages/utils.py index 7545dff1408..89105c00428 100644 --- a/litellm/llms/anthropic/experimental_pass_through/messages/utils.py +++ b/litellm/llms/anthropic/experimental_pass_through/messages/utils.py @@ -37,7 +37,7 @@ def _mapping_field(container: object, key: str) -> object | None: """One key of a raw provider payload, or None when the payload is not a mapping.""" if not isinstance(container, Mapping): return None - return cast(Mapping[str, object], container).get(key) # cast-ok: raw payload, callers re-check every value + return container.get(key) def _mapping_str_field(container: object, key: str) -> str | None: diff --git a/litellm/proxy/pass_through_endpoints/llm_provider_handlers/vertex_passthrough_logging_handler.py b/litellm/proxy/pass_through_endpoints/llm_provider_handlers/vertex_passthrough_logging_handler.py index 119a53c2411..00db751abe2 100644 --- a/litellm/proxy/pass_through_endpoints/llm_provider_handlers/vertex_passthrough_logging_handler.py +++ b/litellm/proxy/pass_through_endpoints/llm_provider_handlers/vertex_passthrough_logging_handler.py @@ -1,5 +1,6 @@ import asyncio import re +from collections.abc import Mapping from datetime import datetime from typing import TYPE_CHECKING, Any, Final, cast from urllib.parse import urlparse @@ -380,7 +381,7 @@ class VertexPassthroughLoggingHandler: @staticmethod def _is_audio_predict_response( model: str, - json_response: dict, # mutable-ok: predicate inspects the decoded provider response dictionary without mutation + json_response: Mapping[str, object], ) -> bool: return ( VertexPassthroughLoggingHandler._get_audio_prediction_count(json_response=json_response) > 0 @@ -389,7 +390,7 @@ class VertexPassthroughLoggingHandler: @staticmethod def _get_audio_prediction_count( - json_response: dict, # mutable-ok: counter inspects the decoded provider response dictionary without mutation + json_response: Mapping[str, object], ) -> int: predictions: Final = json_response.get("predictions") if not isinstance(predictions, list):