Importing sagemaker library in airflow, makes airflow fail to upload logs to s3.

**Describe the bug**
Importing the SageMaker library at the top of the Airflow plugin or hook declaration file causes issues with uploading logs to S3.

**To reproduce**

Setup a sample dag with the plugin as mentioned below. main problem is around importing sagemaker library.

### Sample dag

```python
from datetime import datetime
from airflow import DAG
from airflow.operators.python import PythonOperator
import logging

LOGGER = logging.getLogger(__name__)

def test_function(**_):
LOGGER.info("Success_test_dag")

with DAG(
dag_id="test_dag",
description=__doc__,
schedule_interval=None, # Every month on 6th at 6:00 PM IST
default_args={
"depends_on_past": False,
"owner": "Data Platform",
"start_date": datetime(2025, 4, 29),
"retries": 1,
},
catchup=False,
max_active_runs=1,
) as dag:
PythonOperator(
task_id="test_task",
python_callable=test_function,
provide_context=True,
)
```

### sample plugin
plugins/sample_hook.py
```python
from airflow.hooks.base import BaseHook
from airflow.plugins_manager import AirflowPlugin

import sagemaker

class SampleHook(BaseHook):
...

class SamplePlugin(AirflowPlugin):
name = "sample_hook"
hooks = [SampleHook]
```

Env variables:
AIRFLOW__LOGGING__REMOTE_BASE_LOG_FOLDER=s3://airflow/logs
AIRFLOW__LOGGING__REMOTE_LOGGING=True
AIRFLOW__LOGGING__REMOTE_LOG_CONN_ID=s3_airflow_logging
AIRFLOW__LOGGING__REMOTE_LOGGING=True

**Expected behavior**

When you run the DAG, it shows as successful, but Airflow fails to retrieve the logs from S3, even though the s3_airflow_logging connection is configured correctly. However, if you remove the line that imports the SageMaker library, the logs are successfully stored and retrieved from S3 as expected.

**Screenshots or logs**

When sagemaker is not imported
```logs
da08261f9df2
▼ Log message source details
*** Found logs in s3:
*** * s3://airflow/logs/dag_id=test_dag/run_id=manual__2025-06-16T10:10:39.397088+00:00/task_id=test_task/attempt=1.log
▲▲▲ Log group end
[2025-06-16, 15:40:42 IST] {{process = ForkPoolWorker-3:26, thread = MainThread:256226136576032}} {{local_task_job_runner.py:123}} ▼ Pre task execution logs
[2025-06-16, 15:40:42 IST] {{process = ForkPoolWorker-3:26, thread = MainThread:256226136576032}} {{taskinstance.py:2613}} INFO - Dependencies all met for dep_context=non-requeueable deps ti=
[2025-06-16, 15:40:42 IST] {{process = ForkPoolWorker-3:26, thread = MainThread:256226136576032}} {{taskinstance.py:2613}} INFO - Dependencies all met for dep_context=requeueable deps ti=
[2025-06-16, 15:40:42 IST] {{process = ForkPoolWorker-3:26, thread = MainThread:256226136576032}} {{taskinstance.py:2866}} INFO - Starting attempt 1 of 2
[2025-06-16, 15:40:42 IST] {{process = ForkPoolWorker-3:26, thread = MainThread:256226136576032}} {{taskinstance.py:2889}} INFO - Executing on 2025-06-16 10:10:39.397088+00:00
[2025-06-16, 15:40:42 IST] {{process = ForkPoolWorker-3:26, thread = MainThread:256226136576032}} {{standard_task_runner.py:72}} INFO - Started process 29 to run task
[2025-06-16, 15:40:42 IST] {{process = ForkPoolWorker-3:29, thread = MainThread:256226136576032}} {{standard_task_runner.py:104}} INFO - Running: ['***', 'tasks', 'run', 'test_dag', 'test_task', 'manual__2025-06-16T10:10:39.397088+00:00', '--job-id', '65', '--raw', '--subdir', 'DAGS_FOLDER/test.py', '--cfg-path', '/tmp/tmpmn1u32bm']
[2025-06-16, 15:40:42 IST] {{process = ForkPoolWorker-3:29, thread = MainThread:256226136576032}} {{standard_task_runner.py:105}} INFO - Job 65: Subtask test_task
[2025-06-16, 15:40:42 IST] {{process = ForkPoolWorker-3:29, thread = MainThread:256226136576032}} {{task_command.py:467}} INFO - Running on host da08261f9df2
[2025-06-16, 15:40:42 IST] {{process = ForkPoolWorker-3:29, thread = MainThread:256226136576032}} {{taskinstance.py:3132}} INFO - Exporting env vars: AIRFLOW_CTX_DAG_OWNER='Data Platform' AIRFLOW_CTX_DAG_ID='test_dag' AIRFLOW_CTX_TASK_ID='test_task' AIRFLOW_CTX_EXECUTION_DATE='2025-06-16T10:10:39.397088+00:00' AIRFLOW_CTX_TRY_NUMBER='1' AIRFLOW_CTX_DAG_RUN_ID='manual__2025-06-16T10:10:39.397088+00:00'
[2025-06-16, 15:40:42 IST] {{process = ForkPoolWorker-3:29, thread = MainThread:256226136576032}} {{taskinstance.py:731}} ▲▲▲ Log group end
[2025-06-16, 15:40:42 IST] {{process = ForkPoolWorker-3:29, thread = MainThread:256226136576032}} {{test.py:10}} INFO - Success_test_dag
[2025-06-16, 15:40:43 IST] {{process = ForkPoolWorker-3:29, thread = MainThread:256226136576032}} {{python.py:240}} INFO - Done. Returned value was: None
[2025-06-16, 15:40:43 IST] {{process = ForkPoolWorker-3:29, thread = MainThread:256226136576032}} {{taskinstance.py:340}} ▼ Post task execution logs
[2025-06-16, 15:40:43 IST] {{process = ForkPoolWorker-3:29, thread = MainThread:256226136576032}} {{taskinstance.py:352}} INFO - Marking task as SUCCESS. dag_id=test_dag, task_id=test_task, run_id=manual__2025-06-16T10:10:39.397088+00:00, execution_date=20250616T101039, start_date=20250616T101042, end_date=20250616T101043
[2025-06-16, 15:40:43 IST] {{process = ForkPoolWorker-3:26, thread = MainThread:256226136576032}} {{local_task_job_runner.py:266}} INFO - Task exited with return code 0
[2025-06-16, 15:40:43 IST] {{process = ForkPoolWorker-3:26, thread = MainThread:256226136576032}} {{taskinstance.py:3895}} INFO - 0 downstream tasks scheduled from follow-on schedule check
[2025-06-16, 15:40:43 IST] {{process = ForkPoolWorker-3:26, thread = MainThread:256226136576032}} {{local_task_job_runner.py:245}} ▲▲▲ Log group end
```

When sagemaker is imported
```logs
da08261f9df2
▼ Log message source details
*** No logs found on s3 for ti=
*** Found local files:
*** * /opt/airflow/logs/dag_id=test_dag/run_id=manual__2025-06-16T10:18:26.179356+00:00/task_id=test_task/attempt=1.log
▲▲▲ Log group end
[2025-06-16, 15:48:29 IST] {{process = ForkPoolWorker-3:26, thread = MainThread:248620777738272}} {{local_task_job_runner.py:123}} ▼ Pre task execution logs
[2025-06-16, 15:48:29 IST] {{process = ForkPoolWorker-3:26, thread = MainThread:248620777738272}} {{taskinstance.py:2613}} INFO - Dependencies all met for dep_context=non-requeueable deps ti=
[2025-06-16, 15:48:29 IST] {{process = ForkPoolWorker-3:26, thread = MainThread:248620777738272}} {{taskinstance.py:2613}} INFO - Dependencies all met for dep_context=requeueable deps ti=
[2025-06-16, 15:48:29 IST] {{process = ForkPoolWorker-3:26, thread = MainThread:248620777738272}} {{taskinstance.py:2866}} INFO - Starting attempt 1 of 2
[2025-06-16, 15:48:29 IST] {{process = ForkPoolWorker-3:26, thread = MainThread:248620777738272}} {{taskinstance.py:2889}} INFO - Executing on 2025-06-16 10:18:26.179356+00:00
[2025-06-16, 15:48:29 IST] {{process = ForkPoolWorker-3:26, thread = MainThread:248620777738272}} {{standard_task_runner.py:72}} INFO - Started process 38 to run task
[2025-06-16, 15:48:29 IST] {{process = ForkPoolWorker-3:38, thread = MainThread:248620777738272}} {{standard_task_runner.py:104}} INFO - Running: ['***', 'tasks', 'run', 'test_dag', 'test_task', 'manual__2025-06-16T10:18:26.179356+00:00', '--job-id', '71', '--raw', '--subdir', 'DAGS_FOLDER/test.py', '--cfg-path', '/tmp/tmpegkx_0gj']
[2025-06-16, 15:48:29 IST] {{process = ForkPoolWorker-3:38, thread = MainThread:248620777738272}} {{standard_task_runner.py:105}} INFO - Job 71: Subtask test_task
[2025-06-16, 15:48:29 IST] {{process = ForkPoolWorker-3:38, thread = MainThread:248620777738272}} {{task_command.py:467}} INFO - Running on host da08261f9df2
[2025-06-16, 15:48:29 IST] {{process = ForkPoolWorker-3:38, thread = MainThread:248620777738272}} {{taskinstance.py:3132}} INFO - Exporting env vars: AIRFLOW_CTX_DAG_OWNER='Data Platform' AIRFLOW_CTX_DAG_ID='test_dag' AIRFLOW_CTX_TASK_ID='test_task' AIRFLOW_CTX_EXECUTION_DATE='2025-06-16T10:18:26.179356+00:00' AIRFLOW_CTX_TRY_NUMBER='1' AIRFLOW_CTX_DAG_RUN_ID='manual__2025-06-16T10:18:26.179356+00:00'
[2025-06-16, 15:48:29 IST] {{process = ForkPoolWorker-3:38, thread = MainThread:248620777738272}} {{taskinstance.py:731}} ▲▲▲ Log group end
[2025-06-16, 15:48:29 IST] {{process = ForkPoolWorker-3:38, thread = MainThread:248620777738272}} {{test.py:10}} INFO - Success_test_dag
[2025-06-16, 15:48:29 IST] {{process = ForkPoolWorker-3:38, thread = MainThread:248620777738272}} {{python.py:240}} INFO - Done. Returned value was: None
[2025-06-16, 15:48:29 IST] {{process = ForkPoolWorker-3:38, thread = MainThread:248620777738272}} {{taskinstance.py:340}} ▼ Post task execution logs
[2025-06-16, 15:48:29 IST] {{process = ForkPoolWorker-3:38, thread = MainThread:248620777738272}} {{taskinstance.py:352}} INFO - Marking task as SUCCESS. dag_id=test_dag, task_id=test_task, run_id=manual__2025-06-16T10:18:26.179356+00:00, execution_date=20250616T101826, start_date=20250616T101829, end_date=20250616T101829
[2025-06-16, 15:48:29 IST] {{process = ForkPoolWorker-3:26, thread = MainThread:248620777738272}} {{local_task_job_runner.py:266}} INFO - Task exited with return code 0
[2025-06-16, 15:48:29 IST] {{process = ForkPoolWorker-3:26, thread = MainThread:248620777738272}} {{taskinstance.py:3895}} INFO - 0 downstream tasks scheduled from follow-on schedule check
[2025-06-16, 15:48:29 IST] {{process = ForkPoolWorker-3:26, thread = MainThread:248620777738272}} {{local_task_job_runner.py:245}} ▲▲▲ Log group end
```

**System information**
Version:
- airflow: 2.10.4
- python: 3.9
- sagemaker: 2.233.0