eladkal opened a new issue, #49875:
URL: https://github.com/apache/airflow/issues/49875
### Body
Given code:
```
from datetime import datetime
from airflow import DAG
from airflow.decorators import task
from time import sleep
default_args = {
'owner': 'airflow',
'start_date': datetime(2023, 2, 1)
}
with DAG('scheduler', schedule="@daily", catchup=True,
default_args=default_args):
@task()
def sleep():
sleep(3600)
sleep()
```
It fails with:
```
TypeError: too many positional arguments
File "/opt/airflow/task-sdk/src/airflow/sdk/execution_time/task_runner.py",
line 829 in run
File "/opt/airflow/task-sdk/src/airflow/sdk/execution_time/task_runner.py",
line 1092 in _execute_task
File "/opt/airflow/task-sdk/src/airflow/sdk/bases/operator.py", line 408 in
wrapper
File "/opt/airflow/task-sdk/src/airflow/sdk/bases/decorator.py", line 251 in
execute
File "/opt/airflow/task-sdk/src/airflow/sdk/bases/operator.py", line 408 in
wrapper
File
"/opt/airflow/providers/standard/src/airflow/providers/standard/operators/python.py",
line 212 in execute
File
"/opt/airflow/providers/standard/src/airflow/providers/standard/operators/python.py",
line 235 in execute_callable
File
"/opt/airflow/task-sdk/src/airflow/sdk/execution_time/callback_runner.py", line
81 in run
File "/files/dags/scheduler.py", line 15 in sleep
File "/opt/airflow/task-sdk/src/airflow/sdk/bases/decorator.py", line 363 in
__call__
File "/opt/airflow/task-sdk/src/airflow/sdk/bases/operator.py", line 513 in
apply_defaults
File
"/opt/airflow/providers/standard/src/airflow/providers/standard/decorators/python.py",
line 58 in __init__
File "/opt/airflow/task-sdk/src/airflow/sdk/bases/operator.py", line 513 in
apply_defaults
File "/opt/airflow/task-sdk/src/airflow/sdk/bases/decorator.py", line 239 in
__init__
File "/usr/local/lib/python3.9/inspect.py", line 3045 in bind
File "/usr/local/lib/python3.9/inspect.py", line 2966 in _bind
```
The reason for this failure is because the python task has the exact name as
the python function it executes thus Airflow thinks it's recursion. Obviously
this is wrong coding but I expected the error to be more informative. I think
we need to catch this case and raise user friendly error. My real code was more
complex than the example I share here.. it took me several minutes to figure
out what was the issue.
<img width="1610" alt="Image"
src="https://github.com/user-attachments/assets/6d56a97f-fc77-4743-913a-d34b16654bb0";
/>
### Committer
- [x] I acknowledge that I am a maintainer/committer of the Apache Airflow
project.
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