two version of R2R are hereHEADmaster

1 files changed, 160 insertions, 0 deletions

diff --git a/.venv/lib/python3.12/site-packages/litellm/proxy/pass_through_endpoints/streaming_handler.py b/.venv/lib/python3.12/site-packages/litellm/proxy/pass_through_endpoints/streaming_handler.py
new file mode 100644
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+++ b/.venv/lib/python3.12/site-packages/litellm/proxy/pass_through_endpoints/streaming_handler.py
@@ -0,0 +1,160 @@
+import asyncio
+import threading
+from datetime import datetime
+from typing import List, Optional
+
+import httpx
+
+from litellm._logging import verbose_proxy_logger
+from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
+from litellm.proxy._types import PassThroughEndpointLoggingResultValues
+from litellm.types.utils import StandardPassThroughResponseObject
+
+from .llm_provider_handlers.anthropic_passthrough_logging_handler import (
+    AnthropicPassthroughLoggingHandler,
+)
+from .llm_provider_handlers.vertex_passthrough_logging_handler import (
+    VertexPassthroughLoggingHandler,
+)
+from .success_handler import PassThroughEndpointLogging
+from .types import EndpointType
+
+
+class PassThroughStreamingHandler:
+
+    @staticmethod
+    async def chunk_processor(
+        response: httpx.Response,
+        request_body: Optional[dict],
+        litellm_logging_obj: LiteLLMLoggingObj,
+        endpoint_type: EndpointType,
+        start_time: datetime,
+        passthrough_success_handler_obj: PassThroughEndpointLogging,
+        url_route: str,
+    ):
+        """
+        - Yields chunks from the response
+        - Collect non-empty chunks for post-processing (logging)
+        """
+        try:
+            raw_bytes: List[bytes] = []
+            async for chunk in response.aiter_bytes():
+                raw_bytes.append(chunk)
+                yield chunk
+
+            # After all chunks are processed, handle post-processing
+            end_time = datetime.now()
+
+            asyncio.create_task(
+                PassThroughStreamingHandler._route_streaming_logging_to_handler(
+                    litellm_logging_obj=litellm_logging_obj,
+                    passthrough_success_handler_obj=passthrough_success_handler_obj,
+                    url_route=url_route,
+                    request_body=request_body or {},
+                    endpoint_type=endpoint_type,
+                    start_time=start_time,
+                    raw_bytes=raw_bytes,
+                    end_time=end_time,
+                )
+            )
+        except Exception as e:
+            verbose_proxy_logger.error(f"Error in chunk_processor: {str(e)}")
+            raise
+
+    @staticmethod
+    async def _route_streaming_logging_to_handler(
+        litellm_logging_obj: LiteLLMLoggingObj,
+        passthrough_success_handler_obj: PassThroughEndpointLogging,
+        url_route: str,
+        request_body: dict,
+        endpoint_type: EndpointType,
+        start_time: datetime,
+        raw_bytes: List[bytes],
+        end_time: datetime,
+    ):
+        """
+        Route the logging for the collected chunks to the appropriate handler
+
+        Supported endpoint types:
+        - Anthropic
+        - Vertex AI
+        """
+        all_chunks = PassThroughStreamingHandler._convert_raw_bytes_to_str_lines(
+            raw_bytes
+        )
+        standard_logging_response_object: Optional[
+            PassThroughEndpointLoggingResultValues
+        ] = None
+        kwargs: dict = {}
+        if endpoint_type == EndpointType.ANTHROPIC:
+            anthropic_passthrough_logging_handler_result = AnthropicPassthroughLoggingHandler._handle_logging_anthropic_collected_chunks(
+                litellm_logging_obj=litellm_logging_obj,
+                passthrough_success_handler_obj=passthrough_success_handler_obj,
+                url_route=url_route,
+                request_body=request_body,
+                endpoint_type=endpoint_type,
+                start_time=start_time,
+                all_chunks=all_chunks,
+                end_time=end_time,
+            )
+            standard_logging_response_object = (
+                anthropic_passthrough_logging_handler_result["result"]
+            )
+            kwargs = anthropic_passthrough_logging_handler_result["kwargs"]
+        elif endpoint_type == EndpointType.VERTEX_AI:
+            vertex_passthrough_logging_handler_result = (
+                VertexPassthroughLoggingHandler._handle_logging_vertex_collected_chunks(
+                    litellm_logging_obj=litellm_logging_obj,
+                    passthrough_success_handler_obj=passthrough_success_handler_obj,
+                    url_route=url_route,
+                    request_body=request_body,
+                    endpoint_type=endpoint_type,
+                    start_time=start_time,
+                    all_chunks=all_chunks,
+                    end_time=end_time,
+                )
+            )
+            standard_logging_response_object = (
+                vertex_passthrough_logging_handler_result["result"]
+            )
+            kwargs = vertex_passthrough_logging_handler_result["kwargs"]
+
+        if standard_logging_response_object is None:
+            standard_logging_response_object = StandardPassThroughResponseObject(
+                response=f"cannot parse chunks to standard response object. Chunks={all_chunks}"
+            )
+        threading.Thread(
+            target=litellm_logging_obj.success_handler,
+            args=(
+                standard_logging_response_object,
+                start_time,
+                end_time,
+                False,
+            ),
+        ).start()
+        await litellm_logging_obj.async_success_handler(
+            result=standard_logging_response_object,
+            start_time=start_time,
+            end_time=end_time,
+            cache_hit=False,
+            **kwargs,
+        )
+
+    @staticmethod
+    def _convert_raw_bytes_to_str_lines(raw_bytes: List[bytes]) -> List[str]:
+        """
+        Converts a list of raw bytes into a list of string lines, similar to aiter_lines()
+
+        Args:
+            raw_bytes: List of bytes chunks from aiter.bytes()
+
+        Returns:
+            List of string lines, with each line being a complete data: {} chunk
+        """
+        # Combine all bytes and decode to string
+        combined_str = b"".join(raw_bytes).decode("utf-8")
+
+        # Split by newlines and filter out empty lines
+        lines = [line.strip() for line in combined_str.split("\n") if line.strip()]
+
+        return lines