^hSSKrSSKrSSKJrJrJrJrJrJr SSK J r SSK J r SSK Jr SSKJrJrJrJr "SS\5rg) N)AnyDictListOptionalTupleUnion)+_convert_vertex_datetime_to_openai_datetime)_transform_request_body)VertexGeminiConfig)CreateFileRequest FileObject FileTypesPathLikec\rSrSrSrSS\\S\\\44Sjjr S\ \ \\ 44Sjr S\ \ \\ 4S\4S jrS \ \\ 4S\ \\ 44S jrS\S\4S jrS \S\ \\ 4S\4SjrSrg)VertexAIFilesTransformationzI Transforms OpenAI /v1/files/* requests to VertexAI /v1/files/* requests Nopenai_file_contentreturncTUc [S5eURU5nUR5Vs/sH/o3R5(dM[R "U5PM1 nnUR U5nSRSU55nURUS9nXg4$s snf)zE Transforms OpenAI FileContentRequest to VertexAI FileContentRequest zcontents of file are None c3N# UHn[R"U5v M g7fN)jsondumps).0items e/home/james-whalen/.local/lib/python3.13/site-packages/litellm/llms/vertex_ai/files/transformation.py fVertexAIFilesTransformation.transform_openai_file_content_to_vertex_ai_file_content..)s ( )=DJJt  )=s#%)openai_jsonl_content) ValueError_get_content_from_openai_file splitlinesstriprloads:_transform_openai_jsonl_content_to_vertex_ai_jsonl_contentjoin_get_gcs_object_name)selfr file_contentliner vertex_jsonl_contentvertex_jsonl_string object_names r7transform_openai_file_content_to_vertex_ai_file_contentSVertexAIFilesTransformation.transform_openai_file_content_to_vertex_ai_file_contents  &89 999:MN *6)@)@)B )Bjjl DJJt )B    K K$   #ii( )=(  //!50 #// s B%B%r c /nUHmnURS5=(d 0n[URS/5URSS5URU5S0SS9nURSU05 Mo U$) a Transforms OpenAI JSONL content to VertexAI JSONL content jsonl body for vertex is {"request": } Example Vertex jsonl {"request":{"contents": [{"role": "user", "parts": [{"text": "What is the relation between the following video and image samples?"}, {"fileData": {"fileUri": "gs://cloud-samples-data/generative-ai/video/animals.mp4", "mimeType": "video/mp4"}}, {"fileData": {"fileUri": "gs://cloud-samples-data/generative-ai/image/cricket.jpeg", "mimeType": "image/jpeg"}}]}]}} {"request":{"contents": [{"role": "user", "parts": [{"text": "Describe what is happening in this video."}, {"fileData": {"fileUri": "gs://cloud-samples-data/generative-ai/video/another_video.mov", "mimeType": "video/mov"}}]}]}} bodymessagesmodel vertex_aiN)r3r4optional_paramscustom_llm_providerlitellm_paramscached_contentrequest)getr _map_openai_to_vertex_paramsappend)r)r r,_openai_jsonl_contentopenai_request_bodyvertex_request_bodys rr&VVertexAIFilesTransformation._transform_openai_jsonl_content_to_vertex_ai_jsonl_content1s "%9 !"7";";F"C"Ir "9,00R@)--gr: $ A ABU V$/!# #  ! ' '4G(H I&:$#cUSRS05RSS5nSU;aSU3nSUS[R"53nU$) zn Gets a unique GCS object name for the VertexAI batch prediction job named as: litellm-vertex-{model}-{uuid} rr2r4r5zpublishers/google/modelszpublishers/google/models/zlitellm-vertex-files//)r<uuiduuid4)r)r _modelr.s rr(0VertexAIFilesTransformation._get_gcs_object_nameKsZ&a(,,VR8<0#+I#60 sCx0:$$(c3h$8$4 "4S>2   !#s(^ c3h ##s#J 1 HLSRUX  rCr)rrFtypingrrrrrr#litellm.llms.vertex_ai.common_utilsr ,litellm.llms.vertex_ai.gemini.transformationr @litellm.llms.vertex_ai.gemini.vertex_and_google_ai_studio_geminir litellm.types.llms.openair r rrrrsrCrrs9 ::QYXT "4T rC