From 62d09c118fa5c3e5d1112c4afa064905c9604c56 Mon Sep 17 00:00:00 2001 From: Hemang Date: Wed, 19 Feb 2025 15:31:39 +0100 Subject: [PATCH 1/3] Handle error from openai. --- proxy/routes/open_ai.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/proxy/routes/open_ai.py b/proxy/routes/open_ai.py index ba33d94..5336e45 100644 --- a/proxy/routes/open_ai.py +++ b/proxy/routes/open_ai.py @@ -332,6 +332,10 @@ async def handle_non_streaming_response( ): """Handles non-streaming OpenAI responses""" json_response = response.json() + if json_response.get("error"): + raise HTTPException( + status_code=response.status_code, detail=json_response.get("error") + ) await push_to_explorer( dataset_name, json_response, request_body_json, invariant_authorization ) From 8fa127ff3807c3b7f9410a0041fb09f0190a9d5c Mon Sep 17 00:00:00 2001 From: Hemang Date: Wed, 19 Feb 2025 15:39:52 +0100 Subject: [PATCH 2/3] Add a test with openai and an image in the chat. --- proxy/routes/open_ai.py | 79 ++++++++++-------- tests/images/two-cats.png | Bin 0 -> 226216 bytes tests/open_ai/test_chat_without_tool_calls.py | 76 +++++++++++++++++ 3 files changed, 118 insertions(+), 37 deletions(-) create mode 100644 tests/images/two-cats.png diff --git a/proxy/routes/open_ai.py b/proxy/routes/open_ai.py index 5336e45..a18c084 100644 --- a/proxy/routes/open_ai.py +++ b/proxy/routes/open_ai.py @@ -5,7 +5,7 @@ from typing import Any import httpx from fastapi import APIRouter, Depends, Header, HTTPException, Request, Response -from starlette.responses import StreamingResponse +from fastapi.responses import StreamingResponse from utils.constants import CLIENT_TIMEOUT, IGNORED_HEADERS from utils.explorer import push_trace @@ -101,7 +101,7 @@ async def stream_response( dataset_name: str, request_body_json: dict[str, Any], invariant_authorization: str, -) -> StreamingResponse: +) -> Response: """ Handles streaming the OpenAI response to the client while building a merged_response The chunks are returned to the caller immediately @@ -109,6 +109,16 @@ async def stream_response( It is sent to the Invariant Explorer at the end of the stream """ + response = await client.send(open_ai_request, stream=True) + if response.status_code != 200: + error_content = await response.aread() + try: + error_json = json.loads(error_content.decode("utf-8")) + error_detail = error_json.get("error", "Unknown error from OpenAI API") + except json.JSONDecodeError: + error_detail = {"error": "Failed to parse OpenAI error response"} + raise HTTPException(status_code=response.status_code, detail=error_detail) + async def event_generator() -> Any: # merged_response will be updated with the data from the chunks in the stream # At the end of the stream, this will be sent to the explorer @@ -128,43 +138,31 @@ async def stream_response( # Combines the choice index and tool call index to uniquely identify a tool call tool_call_mapping_by_index = {} - async with client.stream( - "POST", - open_ai_request.url, - headers=open_ai_request.headers, - content=open_ai_request.content, - ) as response: - if response.status_code != 200: - yield json.dumps( - {"error": f"Failed to fetch response: {response.status_code}"} - ).encode() - return + async for chunk in response.aiter_bytes(): + chunk_text = chunk.decode().strip() + if not chunk_text: + continue - async for chunk in response.aiter_bytes(): - chunk_text = chunk.decode().strip() - if not chunk_text: - continue + # Yield chunk immediately to the client (proxy behavior) + yield chunk - # Yield chunk immediately to the client (proxy behavior) - yield chunk - - # Process the chunk - # This will update merged_response with the data from the chunk - process_chunk_text( - chunk_text, - merged_response, - choice_mapping_by_index, - tool_call_mapping_by_index, - ) - - # Send full merged response to the explorer - await push_to_explorer( - dataset_name, + # Process the chunk + # This will update merged_response with the data from the chunk + process_chunk_text( + chunk_text, merged_response, - request_body_json, - invariant_authorization, + choice_mapping_by_index, + tool_call_mapping_by_index, ) + # Send full merged response to the explorer + await push_to_explorer( + dataset_name, + merged_response, + request_body_json, + invariant_authorization, + ) + return StreamingResponse(event_generator(), media_type="text/event-stream") @@ -331,10 +329,17 @@ async def handle_non_streaming_response( invariant_authorization: str, ): """Handles non-streaming OpenAI responses""" - json_response = response.json() - if json_response.get("error"): + try: + json_response = response.json() + except json.JSONDecodeError as e: raise HTTPException( - status_code=response.status_code, detail=json_response.get("error") + status_code=response.status_code, + detail="Invalid JSON response received from OpenAI API", + ) from e + if response.status_code != 200: + raise HTTPException( + status_code=response.status_code, + detail=json_response.get("error", "Unknown error from OpenAI API"), ) await push_to_explorer( dataset_name, json_response, request_body_json, invariant_authorization diff --git a/tests/images/two-cats.png b/tests/images/two-cats.png new file mode 100644 index 0000000000000000000000000000000000000000..682062617d856825cc54e4621a2e63ca1d79c1e0 GIT binary patch literal 226216 zcmbSyWmMG9_y2o??hcU#kxoHCSU|dw?(UQZVHZS78U&@0?hxr%KthmKL2?Ocq#JgB zpYOx})Bl`vCmzh5IrnvD=APG`8>geCOoUI54*&p>s>(|}0D%721*_sh{%asFzY6?U z13DV|ivJCFW_o8cE%rvsX1=xl9mt!lMMQWy{2poxbhL;M^1eA-tYkD3{5EYAO471!TX-CL8h`Fnh%EGjo8VI0}fSoXQDq)1m8_BlQI z2=#Miynk`Dcl}%OQg1=}+pwNY?;jNr=YRh+mKC*q3>(VvUM_U*PP9H;oB#UWVWBx8 z>b2WSnQwMNbbE7C9m42mrp;>${r7IBB@s^MY6@uq_D$*G$fCEM*@&i;*Bie^e|`V* z&c$eDa==+zetxto%t9@}%VIgl{GF}FC%ETwe_3<1Wlcg*M}A^)q#J6eZm}yr$whaf zKBM_lbS=Wf`<1)^Gi}owZGRKxwq(a&ZP}w$iM?UU#bMT?AMD1v>Z@bDx-&g7Mc z9X?X#l3a@14F5Kl=c?m|{Uz~n@snQ(T+I}>l*Z}`Fy@#E?bLdm{OLLAi#==&y;*7= z_?nmRZWf>_c=vbsYiU-!lbC~nW|gCcg_e>ZjMG_)BU0f>YoNt|vsjxoucZi6fvMcf z7veQ~9N9`w0{9;Z3kou-Xge>{L5|mUANij>Q@_(tKYv-$)`jlql zSNpgB&VaO^p4KY>jYiY`Cj$S;gT2b9`#0HkVKdEhs#z1)Eln5bm9cMYiyiC89n|~v zzia!|f97_+_TKDHZuY<5Zt?zY4?w&hslJrc4_Y|ri}+6|fGB*Zq^Sh|ulxU3tS?b1 z|CBHnaX8nJan7cym={f^`EIcEP21&$lOs#)Rv)-IiG+82dmi8CaC(jdj`^`r1 z_jHk8r7rQ~Hkl54t|9dpcLTY?UvFC~l%Ey!sVmhpb~sGek35&%xPS2$-FJ1m@}76j zXOfs13`lS%EqeCu`gJb1W@Y8iy~PDkLB^itp(p$lEN1tZOS;m^z<;>_kQBMNYsD9S zTQp*vkGV|?Kje9H)JKhr_+ArWl@Qg|O%;Qkf_00g z=%?kNRrG0&;Ufj!nhZpckCg_|#|c`8XX=^`|GavLVefCO162g#|EE;MWFT2B{;#nr zhbQH>$(BeO=`FHVOa=WrEj0P)x$6E(D|XK=C=iL`*1_tYI)jsO+>(8agZos zGrysBxqrTqfsBS-gfW=;oas;FzMtJkTD;O4s(6v&87d$d$AMOZQ&A{bY&<4dcXQz6 zbug_u5QTo^gBH*k$Y}UYU!4)L3W7;&^JY`uY#QW|#JsCJZGp~5litc6NCeJcyMAgk zG_I}@uEhKJ(F$a(k+H+Tdv z#DB&%Oc*x#y0iaxo9(WF05OF@q1r_R8Kvv7!hLA1N;rg2H=$W>L_kSl-1pORmv!kjN${~ z`mZFtb<(yHES@&#J@LTP;kJ_ir9^r2JB$L@NF?ZIy~Nyr&F>aa5=tJBx1b5coSM

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zl1O8#?w4fQH$wvrv4Yg3arfmK%_}RHo&oq*GL8~2O`$<}v0?2V$CiQbc zM=26e#m&k4YaIlo$nr+QB(Bv$9yld_v$&|IkOx!bf}+!n(7o%-zZw`51TkI+D7mph z)csi$r2_2kRtJs6W}@k?3)|Lf{TUBNt7?XU8HNh`Na93P49GbK9X*Wm6EOuKj!_3; l=}!R^`v1QmZy}Os4V~>wMFc$^CLe" + }, # This key is not used for local tests + ), + base_url=f"{proxy_url}/api/v1/proxy/{dataset_name}/openai", + ) + image_path = Path(__file__).parent.parent / "images" / "two-cats.png" + with image_path.open("rb") as image_file: + base64_image = base64.b64encode(image_file.read()).decode("utf-8") + + chat_response = client.chat.completions.create( + model="gpt-4o", + messages=[ + { + "role": "user", + "content": [ + { + "type": "text", + "text": "How many cats are there in this image?", + }, + { + "type": "image_url", + "image_url": { + "url": f"data:image/png;base64,{base64_image}" + }, + }, + ], + } + ], + max_tokens=100, + ) + + assert "TWO" in chat_response.choices[0].message.content.upper() + + # Fetch the trace ids for the dataset + traces_response = await context.request.get( + f"{explorer_api_url}/api/v1/dataset/byuser/developer/{dataset_name}/traces" + ) + traces = await traces_response.json() + assert len(traces) == 1 + trace_id = traces[0]["id"] + + # Fetch the trace + trace_response = await context.request.get( + f"{explorer_api_url}/api/v1/trace/{trace_id}" + ) + trace = await trace_response.json() + + # Verify the trace messages + assert trace["messages"] == [ + { + "role": "user", + "content": [ + {"type": "text", "text": "How many cats are there in this image?"}, + { + "type": "image_url", + "image_url": {"url": "data:image/png;base64," + base64_image}, + }, + ], + }, + { + "role": "assistant", + "content": chat_response.choices[0].message.content, + }, + ] From b1dedee9ee25d59198d52dbbefaac2d0c3a9713d Mon Sep 17 00:00:00 2001 From: Hemang Date: Wed, 19 Feb 2025 17:39:46 +0100 Subject: [PATCH 3/3] Add @pytest.mark.skipif to the openai image chat completion test. --- tests/open_ai/test_chat_without_tool_calls.py | 1 + 1 file changed, 1 insertion(+) diff --git a/tests/open_ai/test_chat_without_tool_calls.py b/tests/open_ai/test_chat_without_tool_calls.py index 3a11223..f6e43cb 100644 --- a/tests/open_ai/test_chat_without_tool_calls.py +++ b/tests/open_ai/test_chat_without_tool_calls.py @@ -79,6 +79,7 @@ async def test_chat_completion(context, explorer_api_url, proxy_url, do_stream): ] +@pytest.mark.skipif(not os.getenv("OPENAI_API_KEY"), reason="No OPENAI_API_KEY set") async def test_chat_completion_with_image(context, explorer_api_url, proxy_url): """Test the chat completions proxy works with image.""" dataset_name = "test-dataset-open-ai-" + str(uuid.uuid4())