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fix(open-9027): azure openai tracer fix for chunks #597

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Merged
gustavocidornelas merged 1 commit into from
Feb 17, 2026
Merged

fix(open-9027): azure openai tracer fix for chunks #597

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29 changes: 25 additions & 4 deletions src/openlayer/lib/integrations/async_openai_tracer.py
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Original file line number Diff line number Diff line change
Expand Up @@ -206,6 +206,11 @@ async def handle_async_streaming_create(
num_of_completion_tokens = i + 1
i += 1

choices = getattr(chunk, "choices", None)
if not choices:
yield chunk
continue

delta = chunk.choices[0].delta

if delta.content:
Expand Down Expand Up @@ -235,7 +240,13 @@ async def handle_async_streaming_create(
if collected_output_data:
output_data = "".join(collected_output_data)
else:
collected_function_call["arguments"] = json.loads(collected_function_call["arguments"])
if collected_function_call["arguments"]:
try:
collected_function_call["arguments"] = json.loads(
collected_function_call["arguments"]
)
except json.JSONDecodeError:
pass
output_data = collected_function_call

trace_args = create_trace_args(
Expand Down Expand Up @@ -543,6 +554,12 @@ async def handle_async_streaming_parse(
num_of_completion_tokens = i + 1
i += 1

# Skip chunks with empty choices (e.g., Azure OpenAI heartbeat chunks)
choices = getattr(chunk, "choices", None)
if not choices:
yield chunk
continue

delta = chunk.choices[0].delta

if delta.content:
Expand Down Expand Up @@ -578,9 +595,13 @@ async def handle_async_streaming_parse(
if collected_output_data:
output_data = "".join(collected_output_data)
else:
collected_function_call["arguments"] = json.loads(
collected_function_call["arguments"]
)
if collected_function_call["arguments"]:
try:
collected_function_call["arguments"] = json.loads(
collected_function_call["arguments"]
)
except json.JSONDecodeError:
pass
output_data = collected_function_call

trace_args = create_trace_args(
Expand Down
30 changes: 26 additions & 4 deletions src/openlayer/lib/integrations/groq_tracer.py
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Original file line number Diff line number Diff line change
Expand Up @@ -133,6 +133,11 @@ def stream_chunks(
if i > 0:
num_of_completion_tokens = i + 1

choices = getattr(chunk, "choices", None)
if not choices:
yield chunk
continue

delta = chunk.choices[0].delta

if delta.content:
Expand Down Expand Up @@ -161,7 +166,13 @@ def stream_chunks(
if collected_output_data:
output_data = "".join(collected_output_data)
else:
collected_function_call["arguments"] = json.loads(collected_function_call["arguments"])
if collected_function_call["arguments"]:
try:
collected_function_call["arguments"] = json.loads(
collected_function_call["arguments"]
)
except json.JSONDecodeError:
pass
output_data = collected_function_call

# Get usage data from the last chunk
Expand Down Expand Up @@ -321,14 +332,25 @@ def parse_non_streaming_output_data(
output_data = output_content.strip()
elif output_function_call or output_tool_calls:
if output_function_call:
args_str = getattr(output_function_call, "arguments", "") or ""
try:
arguments = json.loads(args_str) if args_str.strip() else {}
except json.JSONDecodeError:
arguments = args_str
function_call = {
"name": output_function_call.name,
"arguments": json.loads(output_function_call.arguments),
"arguments": arguments,
}
else:
func = output_tool_calls[0].function
args_str = getattr(func, "arguments", "") or ""
try:
arguments = json.loads(args_str) if args_str.strip() else {}
except json.JSONDecodeError:
arguments = args_str
function_call = {
"name": output_tool_calls[0].function.name,
"arguments": json.loads(output_tool_calls[0].function.arguments),
"name": func.name,
"arguments": arguments,
}
output_data = function_call
else:
Expand Down
23 changes: 18 additions & 5 deletions src/openlayer/lib/integrations/openai_tracer.py
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Original file line number Diff line number Diff line change
Expand Up @@ -216,7 +216,8 @@ def stream_chunks(
num_of_completion_tokens = i + 1

# Skip chunks with empty choices (e.g., Azure OpenAI heartbeat chunks)
if not chunk.choices:
choices = getattr(chunk, "choices", None)
if not choices:
yield chunk
continue

Expand Down Expand Up @@ -1344,14 +1345,25 @@ def parse_non_streaming_output_data(
# Function/tool call response
if output_function_call or output_tool_calls:
if output_function_call:
args_str = getattr(output_function_call, "arguments", "") or ""
try:
arguments = json.loads(args_str) if args_str.strip() else {}
except json.JSONDecodeError:
arguments = args_str
return {
"name": output_function_call.name,
"arguments": json.loads(output_function_call.arguments),
"arguments": arguments,
}
else:
func = output_tool_calls[0].function
args_str = getattr(func, "arguments", "") or ""
try:
arguments = json.loads(args_str) if args_str.strip() else {}
except json.JSONDecodeError:
arguments = args_str
return {
"name": output_tool_calls[0].function.name,
"arguments": json.loads(output_tool_calls[0].function.arguments),
"name": func.name,
"arguments": arguments,
}

return None
Expand Down Expand Up @@ -1417,7 +1429,8 @@ def stream_parse_chunks(
num_of_completion_tokens = i + 1

# Skip chunks with empty choices (e.g., Azure OpenAI heartbeat chunks)
if not chunk.choices:
choices = getattr(chunk, "choices", None)
if not choices:
yield chunk
continue

Expand Down