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Fix trace_async to support async generators with proper logging
Co-authored-by: vinicius <[email protected]>
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2 files changed

+81
-11
lines changed

2 files changed

+81
-11
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CURSOR_MEMORY.md

Lines changed: 8 additions & 10 deletions
Original file line numberDiff line numberDiff line change
@@ -2,19 +2,17 @@
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## Key Lessons Learned
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### 🚨 CRITICAL SDK BUG: trace_async Doesn't Support Async Generators
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### ✅ FIXED: trace_async Now Supports Async Generators
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**STATUS**: This is a fundamental bug in the Openlayer SDK that needs immediate fixing. Users should NOT have to modify their code.
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**STATUS**: **FIXED** - Applied proper async generator support to the SDK.
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**The Bug**: `trace_async` decorator cannot handle async generator functions (functions that use `yield`). It tries to `await` an async generator function, which returns the generator object instead of the yielded values.
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**What Was Fixed**:
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- Added `inspect.isasyncgenfunction()` detection in `trace_async` decorator
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- Properly handles async generators by consuming them while maintaining streaming behavior
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- Collects complete output and logs it after streaming finishes
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- Measures timing correctly for the full streaming duration
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**Impact**:
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- Logs `<async_generator object>` instead of actual content
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- Wrong timing measurements
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- Breaks user expectations for streaming functions
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- Forces unnecessary code modifications
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**Required Fix**: Use `inspect.isasyncgenfunction()` to detect async generators and handle them by consuming the generator while yielding values to maintain streaming behavior.
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**Result**: Users can now use `@trace_async()` on async generator functions without any code modifications. The decorator automatically detects async generators and handles them appropriately while preserving streaming behavior.
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### Duplicate Trace Issue with Async Streaming
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src/openlayer/lib/tracing/tracer.py

Lines changed: 73 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -5,7 +5,7 @@
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import inspect
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import logging
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import contextvars
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from typing import Any, Dict, List, Tuple, Optional, Awaitable, Generator
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from typing import Any, Dict, List, Tuple, Optional, Awaitable, Generator, AsyncIterator
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from functools import wraps
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from contextlib import contextmanager
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@@ -287,6 +287,15 @@ def decorator(func):
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async def wrapper(*func_args, **func_kwargs):
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if step_kwargs.get("name") is None:
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step_kwargs["name"] = func.__name__
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# Check if function is an async generator
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if inspect.isasyncgenfunction(func):
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return handle_async_generator(
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func, func_args, func_kwargs, step_args, step_kwargs,
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inference_pipeline_id, context_kwarg, func_signature
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)
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# Handle regular async functions
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with create_step(
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*step_args, inference_pipeline_id=inference_pipeline_id, **step_kwargs
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) as step:
@@ -327,6 +336,69 @@ async def wrapper(*func_args, **func_kwargs):
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raise exception
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return output
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async def handle_async_generator(
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func, func_args, func_kwargs, step_args, step_kwargs,
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inference_pipeline_id, context_kwarg, func_signature
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) -> AsyncIterator[Any]:
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"""Handle async generator functions properly."""
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with create_step(
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*step_args, inference_pipeline_id=inference_pipeline_id, **step_kwargs
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) as step:
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collected_output = []
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exception = None
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# Prepare inputs
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bound = func_signature.bind(*func_args, **func_kwargs)
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bound.apply_defaults()
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inputs = dict(bound.arguments)
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inputs.pop("self", None)
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inputs.pop("cls", None)
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if context_kwarg:
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if context_kwarg in inputs:
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log_context(inputs.get(context_kwarg))
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else:
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logger.warning(
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"Context kwarg `%s` not found in inputs of the "
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"current function.",
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context_kwarg,
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)
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try:
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# Get the async generator
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async_gen = func(*func_args, **func_kwargs)
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# Consume and collect all values while yielding them
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async for value in async_gen:
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collected_output.append(value)
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yield value # Maintain streaming behavior
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except Exception as exc:
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step.log(metadata={"Exceptions": str(exc)})
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exception = exc
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raise
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finally:
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# Log complete output after streaming finishes
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end_time = time.time()
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latency = (end_time - step.start_time) * 1000 # in ms
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# Convert collected output to string representation
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if collected_output:
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# Handle different types of output
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if all(isinstance(item, str) for item in collected_output):
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complete_output = "".join(collected_output)
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else:
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complete_output = "".join(str(item) for item in collected_output)
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else:
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complete_output = ""
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step.log(
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inputs=inputs,
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output=complete_output, # Actual content, not generator object
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end_time=end_time,
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latency=latency, # Correct timing for full streaming
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)
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return wrapper
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return decorator

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