Repository: apache/airflow

Issue:
AirbyteTriggerSyncOperator should kill job upon timeout 
### Apache Airflow version

2.7.3

### What happened

When calling in not asyncronous way the AirbyteTriggerSyncOperator ([here](https://github.com/apache/airflow/blob/main/airflow/providers/airbyte/operators/airbyte.py#L79)) and timeout is reached [here](https://github.com/apache/airflow/blob/main/airflow/providers/airbyte/hooks/airbyte.py#L66) the job should be killed otherwise the airbyte will keep running,

is just a matter of calling the cancel job which is already there https://github.com/apache/airflow/blob/main/airflow/providers/airbyte/hooks/airbyte.py#L110C9-L110C9


### What you think should happen instead

I think that if the airbyte operator has not finished within the defined timeout then the airbyte should also stop. Otherwise the airbyte job may continue to operate and even finish (after the timeout). This way the airflow will have failed but airbyte will look successful, which is inconsistency among airflow and airbyte

### How to reproduce

Its very easy to reproduce by calling a connection with very small timeout

```
from airflow import DAG
from airflow.utils.dates import days_ago
from airflow.providers.airbyte.operators.airbyte import AirbyteTriggerSyncOperator

with DAG(dag_id='trigger_airbyte_job_example',
         default_args={'owner': 'airflow'},
         schedule_interval='@daily',
         start_date=days_ago(1)
    ) as dag:

    money_to_json = AirbyteTriggerSyncOperator(
        task_id='airbyte_money_json_example',
        airbyte_conn_id='airbyte_conn_example',
        connection_id='1e3b5a72-7bfd-4808-a13c-204505490110', # change this to something that works
        asynchronous=False, # important to have this to False
        timeout=10, # something really small
        wait_seconds=3
    )
```

### Operating System

Debian GNU/Linux 11 (bullseye)

### Versions of Apache Airflow Providers

apache-airflow-providers-airbyte 3.4.0

### Deployment

Docker-Compose

### Deployment details

_No response_

### Anything else

_No response_

### Are you willing to submit PR?

- [ ] Yes I am willing to submit a PR!

### Code of Conduct

- [X] I agree to follow this project's [Code of Conduct](https://github.com/apache/airflow/blob/main/CODE_OF_CONDUCT.md)



Discussion:
Thanks for opening your first issue here! Be sure to follow the issue template! If you are willing to raise PR to address this issue please do so, no need to wait for approval.

I think this will do the trick
```
git diff
diff --git a/airflow/providers/airbyte/hooks/airbyte.py b/airflow/providers/airbyte/hooks/airbyte.py
index f0b68e1ad5..b1683654eb 100644
--- a/airflow/providers/airbyte/hooks/airbyte.py
+++ b/airflow/providers/airbyte/hooks/airbyte.py
@@ -63,6 +63,7 @@ class AirbyteHook(HttpHook):
         start = time.monotonic()
         while True:
             if timeout and start + timeout < time.monotonic():
+                self.cancel_job(int(job_id))
                 raise AirflowException(f"Timeout: Airbyte job {job_id} is not ready after {timeout}s")
             time.sleep(wait_seconds)
             try:
```

Resolving patch:
diff --git a/airflow/providers/airbyte/hooks/airbyte.py b/airflow/providers/airbyte/hooks/airbyte.py
--- a/airflow/providers/airbyte/hooks/airbyte.py
+++ b/airflow/providers/airbyte/hooks/airbyte.py
@@ -63,6 +63,7 @@ def wait_for_job(self, job_id: str | int, wait_seconds: float = 3, timeout: floa
         start = time.monotonic()
         while True:
             if timeout and start + timeout < time.monotonic():
+                self.cancel_job(job_id=(int(job_id)))
                 raise AirflowException(f"Timeout: Airbyte job {job_id} is not ready after {timeout}s")
             time.sleep(wait_seconds)
             try:


Test patch:
diff --git a/tests/providers/airbyte/hooks/test_airbyte.py b/tests/providers/airbyte/hooks/test_airbyte.py
--- a/tests/providers/airbyte/hooks/test_airbyte.py
+++ b/tests/providers/airbyte/hooks/test_airbyte.py
@@ -112,7 +112,8 @@ def test_wait_for_job_incomplete_succeeded(self, mock_get_job):
         mock_get_job.assert_has_calls(calls)
 
     @mock.patch("airflow.providers.airbyte.hooks.airbyte.AirbyteHook.get_job")
-    def test_wait_for_job_timeout(self, mock_get_job):
+    @mock.patch("airflow.providers.airbyte.hooks.airbyte.AirbyteHook.cancel_job")
+    def test_wait_for_job_timeout(self, mock_cancel_job, mock_get_job):
         mock_get_job.side_effect = [
             self.return_value_get_job(self.hook.PENDING),
             self.return_value_get_job(self.hook.RUNNING),
@@ -122,7 +123,9 @@ def test_wait_for_job_timeout(self, mock_get_job):
 
         calls = [mock.call(job_id=self.job_id)]
         mock_get_job.assert_has_calls(calls)
+        mock_cancel_job.assert_has_calls(calls)
         assert mock_get_job.mock_calls == calls
+        assert mock_cancel_job.mock_calls == calls
 
     @mock.patch("airflow.providers.airbyte.hooks.airbyte.AirbyteHook.get_job")
     def test_wait_for_job_state_unrecognized(self, mock_get_job):