Bug: Using Tracer when using asyncio causes runtime failures

[ryancausey]

Expected Behaviour

When using Tracer, I should be able to use asyncio code without X-Ray causing execution failures.

Current Behaviour

I'm having the following error pop up when trying to run async code in my Python based lambda:

Unhandled exception group in event loop:
  + Exception Group Traceback (most recent call last):
  |   File "/var/task/dynamodb_lambda/lambda_handler.py", line 195, in lambda_handler
  |     return asyncio.run(main(event=event))
  |            ~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^
  |   File "/var/lang/lib/python3.13/asyncio/runners.py", line 195, in run
  |     return runner.run(main)
  |            ~~~~~~~~~~^^^^^^
  |   File "/var/lang/lib/python3.13/asyncio/runners.py", line 118, in run
  |     return self._loop.run_until_complete(task)
  |            ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^
  |   File "/var/lang/lib/python3.13/asyncio/base_events.py", line 725, in run_until_complete
  |     return future.result()
  |            ~~~~~~~~~~~~~^^
  |   File "/var/task/dynamodb_lambda/lambda_handler.py", line 177, in main
  |     return await schedule_event_deletion(
  |            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  |         parsed_event=parsed_event.payload, dynamodb_client=client
  |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  |     )
  |     ^
  |   File "/var/task/dynamodb_lambda/lambda_handler.py", line 137, in schedule_event_deletion
  |     async with asyncio.TaskGroup() as group:
  |                ~~~~~~~~~~~~~~~~~^^
  |   File "/var/lang/lib/python3.13/asyncio/taskgroups.py", line 71, in __aexit__
  |     return await self._aexit(et, exc)
  |            ^^^^^^^^^^^^^^^^^^^^^^^^^^
  |   File "/var/lang/lib/python3.13/asyncio/taskgroups.py", line 173, in _aexit
  |     raise BaseExceptionGroup(
  |     ...<2 lines>...
  |     ) from None
  | ExceptionGroup: unhandled errors in a TaskGroup (1 sub-exception)
  +-+---------------- 1 ----------------
    | Traceback (most recent call last):
    |   File "/var/task/tenacity/asyncio/__init__.py", line 189, in async_wrapped
    |     return await copy(fn, *args, **kwargs)
    |            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    |   File "/var/task/tenacity/asyncio/__init__.py", line 111, in __call__
    |     do = await self.iter(retry_state=retry_state)
    |          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    |   File "/var/task/tenacity/asyncio/__init__.py", line 153, in iter
    |     result = await action(retry_state)
    |              ^^^^^^^^^^^^^^^^^^^^^^^^^
    |   File "/var/task/tenacity/_utils.py", line 99, in inner
    |     return call(*args, **kwargs)
    |   File "/var/task/tenacity/__init__.py", line 400, in <lambda>
    |     self._add_action_func(lambda rs: rs.outcome.result())
    |                                      ~~~~~~~~~~~~~~~~~^^
    |   File "/var/lang/lib/python3.13/concurrent/futures/_base.py", line 449, in result
    |     return self.__get_result()
    |            ~~~~~~~~~~~~~~~~~^^
    |   File "/var/lang/lib/python3.13/concurrent/futures/_base.py", line 401, in __get_result
    |     raise self._exception
    |   File "/var/task/tenacity/asyncio/__init__.py", line 114, in __call__
    |     result = await fn(*args, **kwargs)
    |              ^^^^^^^^^^^^^^^^^^^^^^^^^
    |   File "/var/task/dynamodb_lambda/dynamodb_utils.py", line 126, in dynamodb_update_item
    |     result = await dynamodb_client.update_item(**kwargs)
    |              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    |   File "/var/task/aws_xray_sdk/ext/aiobotocore/patch.py", line 32, in _xray_traced_aiobotocore
    |     result = await xray_recorder.record_subsegment_async(
    |              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    |     ...<4 lines>...
    |     )
    |     ^
    |   File "/var/task/aws_xray_sdk/core/async_recorder.py", line 93, in record_subsegment_async
    |     meta_processor(
    |     ~~~~~~~~~~~~~~^
    |         wrapped=wrapped,
    |         ^^^^^^^^^^^^^^^^
    |     ...<6 lines>...
    |         stack=stack,
    |         ^^^^^^^^^^^^
    |     )
    |     ^
    |   File "/var/task/aws_xray_sdk/ext/boto_utils.py", line 53, in aws_meta_processor
    |     subsegment.put_http_meta(http.STATUS,
    |     ~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^
    |                              resp_meta.get('HTTPStatusCode'))
    |                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    |   File "/var/task/aws_xray_sdk/core/models/entity.py", line 110, in put_http_meta
    |     self._check_ended()
    |     ~~~~~~~~~~~~~~~~~^^
    |   File "/var/task/aws_xray_sdk/core/models/entity.py", line 306, in _check_ended
    |     raise AlreadyEndedException("Already ended segment and subsegment cannot be modified.")
    | aws_xray_sdk.core.exceptions.exceptions.AlreadyEndedException: Already ended segment and subsegment cannot be modified.
    +------------------------------------

This leads to a failure of the lambda due to this unhandled exception.

Code snippet

Code:

import asyncio
import traceback

import aioboto3
from aws_lambda_powertools import Logger, Tracer
from botocore.config import Config

tracer = Tracer()
logger = Logger()
retry_config = Config(retries={"max_attempts": 10, "mode": "adaptive"})


async def main():
    session = aioboto3.Session()
    async with session.client("dynamodb", config=retry_config) as client:
        async with asyncio.TaskGroup() as group:
            for i in range(100):
                logger.info("Creating task %s.", i)
                group.create_task(
                    client.put_item(
                        Item={"pk": {"S": str(i)}},
                        TableName="test_table_for_xray_issue",
                    )
                )
                logger.info("Created task %s.", i)


@logger.inject_lambda_context
@tracer.capture_lambda_handler
def lambda_handler(event, context):
    try:
        return asyncio.run(main())
    except ExceptionGroup as exception:
        # We need this call to format the exception properly
        logger.exception(
            "Unhandled exception group in event loop:\n%s",
            "".join(traceback.format_exception(exception)),
            extra={"input_event": event},
        )
        raise
    except Exception as exception:
        logger.exception(
            "Unhandled exception in event loop: %s",
            exception,
            extra={"input_event": event},
        )
        raise

requirements.txt:

aioboto3==14.1.0 ; python_version >= "3.13" and python_version < "4.0" \
    --hash=sha256:9d59b536ae8a951b9413ce151bf77df9c7cfe2cbaa2c4c240c066f384305c932 \
    --hash=sha256:f8547032bc4f90966b22869c1295d890c161549f4e8919f32853571ceb6fd0c6
aiobotocore==2.21.1 ; python_version >= "3.13" and python_version < "4.0" \
    --hash=sha256:010357f43004413e92a9d066bb0db1f241aeb29ffed306e9197061ffc94e6577 \
    --hash=sha256:bd7c49a6d6f8a3d9444b0a94417c8da13813b5c7eec1c4f0ec2db7e8ce8f23e7
aiofiles==24.1.0 ; python_version >= "3.13" and python_version < "4.0" \
    --hash=sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c \
    --hash=sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5
aiohappyeyeballs==2.6.1 ; python_version >= "3.13" and python_version < "4.0" \
    --hash=sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558 \
    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
aiohttp==3.11.18 ; python_version >= "3.13" and python_version < "4.0" \
    --hash=sha256:0700055a6e05c2f4711011a44364020d7a10fbbcd02fbf3e30e8f7e7fddc8717 \
    --hash=sha256:0a8d8f20c39d3fa84d1c28cdb97f3111387e48209e224408e75f29c6f8e0861d \
    --hash=sha256:0e2a92101efb9f4c2942252c69c63ddb26d20f46f540c239ccfa5af865197bb8 \
    --hash=sha256:0f421843b0f70740772228b9e8093289924359d306530bcd3926f39acbe1adda \
    --hash=sha256:106032eaf9e62fd6bc6578c8b9e6dc4f5ed9a5c1c7fb2231010a1b4304393421 \
    --hash=sha256:11d5391946605f445ddafda5eab11caf310f90cdda1fd99865564e3164f5cff9 \
    --hash=sha256:122f3e739f6607e5e4c6a2f8562a6f476192a682a52bda8b4c6d4254e1138f4d \
    --hash=sha256:12a62691eb5aac58d65200c7ae94d73e8a65c331c3a86a2e9670927e94339ee8 \
    --hash=sha256:13cd38515568ae230e1ef6919e2e33da5d0f46862943fcda74e7e915096815f3 \
    --hash=sha256:1596ebf17e42e293cbacc7a24c3e0dc0f8f755b40aff0402cb74c1ff6baec1d3 \
    --hash=sha256:25557982dd36b9e32c0a3357f30804e80790ec2c4d20ac6bcc598533e04c6361 \
    --hash=sha256:28c3f975e5ae3dbcbe95b7e3dcd30e51da561a0a0f2cfbcdea30fc1308d72137 \
    --hash=sha256:2c828b6d23b984255b85b9b04a5b963a74278b7356a7de84fda5e3b76866597b \
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    --hash=sha256:ea4cf2488156e0f281f93cc2fd365025efcba3e2d217cbe3df2840f8c73db261 \
    --hash=sha256:eab7b040a8a873020113ba814b7db7fa935235e4cbaf8f3da17671baa1024863 \
    --hash=sha256:f0ddc9337a0fb0e727785ad4f41163cc314376e82b31846d3835673786420ef1 \
    --hash=sha256:f2c50bad73ed629cc326cc0f75aed8ecfb013f88c5af116f33df556ed47143eb \
    --hash=sha256:f414f37b244f2a97e79b98d48c5ff0789a0b4b4609b17d64fa81771ad780e415 \
    --hash=sha256:f8af2ef3b4b652ff109f98087242e2ab974b2b2b496304063585e3d78de0b000 \
    --hash=sha256:f9e6710ebebfce2ba21cee6d91e7452d1125100f41b906fb5af3da8c78b764c1 \
    --hash=sha256:fdb239f47328581e2ec7744ab5911f97afb10752332a6dd3d98e14e429e1a9e7 \
    --hash=sha256:fe7cdd3f7d1df43200e1c80f1aed86bb36033bf65e3c7cf46a2b97a253ef8798
aioitertools==0.12.0 ; python_version >= "3.13" and python_version < "4.0" \
    --hash=sha256:c2a9055b4fbb7705f561b9d86053e8af5d10cc845d22c32008c43490b2d8dd6b \
    --hash=sha256:fc1f5fac3d737354de8831cbba3eb04f79dd649d8f3afb4c5b114925e662a796
aiosignal==1.3.2 ; python_version >= "3.13" and python_version < "4.0" \
    --hash=sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5 \
    --hash=sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54
attrs==25.3.0 ; python_version >= "3.13" and python_version < "4.0" \
    --hash=sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3 \
    --hash=sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b
aws-lambda-powertools==3.10.0 ; python_version >= "3.13" and python_version < "4.0" \
    --hash=sha256:a8cdadb669ed66f32926e1e43214b27d9a24d2a16b7045d7d7b9613a0ed45ab8 \
    --hash=sha256:e91d6a513957cae3f2b1d5142adfc8bac2f38358ee8fd86ec04e980d9471d979
aws-xray-sdk==2.14.0 ; python_version >= "3.13" and python_version < "4.0" \
    --hash=sha256:aab843c331af9ab9ba5cefb3a303832a19db186140894a523edafc024cc0493c \
    --hash=sha256:cfbe6feea3d26613a2a869d14c9246a844285c97087ad8f296f901633554ad94
boto3==1.37.1 ; python_version >= "3.13" and python_version < "4.0" \
    --hash=sha256:4320441f904435a1b85e6ecb81793192e522c737cc9ed6566014e29f0a11cb22 \
    --hash=sha256:96d18f7feb0c1fcb95f8837b74b6c8880e1b4e35ce5f8a8f8cb243a090c278ed
botocore==1.37.1 ; python_version >= "3.13" and python_version < "4.0" \
    --hash=sha256:b194db8fb2a0ffba53568c364ae26166e7eec0445496b2ac86a6e142f3dd982f \
    --hash=sha256:c1db1bfc5d8c6b3b6d1ca6794f605294b4264e82a7e727b88e0fef9c2b9fbb9c
frozenlist==1.6.0 ; python_version >= "3.13" and python_version < "4.0" \
    --hash=sha256:01bcaa305a0fdad12745502bfd16a1c75b14558dabae226852f9159364573117 \
    --hash=sha256:03572933a1969a6d6ab509d509e5af82ef80d4a5d4e1e9f2e1cdd22c77a3f4d2 \
    --hash=sha256:0dbae96c225d584f834b8d3cc688825911960f003a85cb0fd20b6e5512468c42 \
    --hash=sha256:0e6f8653acb82e15e5443dba415fb62a8732b68fe09936bb6d388c725b57f812 \
    --hash=sha256:0f2ca7810b809ed0f1917293050163c7654cefc57a49f337d5cd9de717b8fad3 \
    --hash=sha256:118e97556306402e2b010da1ef21ea70cb6d6122e580da64c056b96f524fbd6a \
    --hash=sha256:1255d5d64328c5a0d066ecb0f02034d086537925f1f04b50b1ae60d37afbf572 \
    --hash=sha256:1330f0a4376587face7637dfd245380a57fe21ae8f9d360c1c2ef8746c4195fa \
    --hash=sha256:1b8e8cd8032ba266f91136d7105706ad57770f3522eac4a111d77ac126a25a9b \
    --hash=sha256:1c6eceb88aaf7221f75be6ab498dc622a151f5f88d536661af3ffc486245a626 \
    --hash=sha256:1d7fb014fe0fbfee3efd6a94fc635aeaa68e5e1720fe9e57357f2e2c6e1a647e \
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propcache==0.3.1 ; python_version >= "3.13" and python_version < "4.0" \
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python-dateutil==2.9.0.post0 ; python_version >= "3.13" and python_version < "4.0" \
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s3transfer==0.11.3 ; python_version >= "3.13" and python_version < "4.0" \
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six==1.17.0 ; python_version >= "3.13" and python_version < "4.0" \
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typing-extensions==4.13.2 ; python_version >= "3.13" and python_version < "4.0" \
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urllib3==2.4.0 ; python_version >= "3.13" and python_version < "4.0" \
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wrapt==1.17.2 ; python_version >= "3.13" and python_version < "4.0" \
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Possible Solution

Solve the underlying X-Ray SDK issue: aws/aws-xray-sdk-python#164

Steps to Reproduce

1. Create the lambda with X-Ray tracing permissions/support enabled using requirements.txt to create a Zip file based deployment package. Ensure the lambda has 1024 MB of memory and a long execution timeout of 5 minutes.
2. Create a test dynamodb table with only a PK value named pk of type String. Ensure the lambda has permissions to PutItem on this table.
3. Update the TableName used in the lambda handler to match the table name created in step 2.
4. Use the console's "Test" function to send a test event. The event contents do not matter as the event is not used inside the handler.

Powertools for AWS Lambda (Python) version

latest

AWS Lambda function runtime

3.13

Packaging format used

PyPi

Debugging logs

[boring-cyborg]

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