themitigater commented on issue #36567:
URL: https://github.com/apache/airflow/issues/36567#issuecomment-1875911494
This is my DAG File
```python
from airflow.models import DAG
from utils.helpers import analytical_pipeline_params, dataflow_request,
dag_start_date
from operators.dataflow_staging import (
DataflowStartFlexTemplateOperator,
)
from airflow.hooks.base_hook import BaseHook
from hooks.failure_hook import failure_hook
name = "some-"
env = "staging"
ENV_PREFIX = ""
if env != "prod":
ENV_PREFIX = f"{env}-"
JOB_NAME_SUFFIX = (
"{{macros.ds_format(data_interval_start,'%Y-%m-%dT%H:%M:%S%z','%Y%m%d-%H%M%S')}}"
)
JOB_NAME_SUFFIX += "-" + "{{task_instance.try_number}}"
params = analytical_pipeline_params(ENV_PREFIX, BaseHook, 30, 0, 0, env)
request_params = dataflow_request(ENV_PREFIX, name, JOB_NAME_SUFFIX)
body = request_params["body"]
default_args = {"start_date": dag_start_date(days=2)}
with DAG(
f"dataflow_dag-{ENV_PREFIX}{name}",
params=params,
default_args=default_args,
is_paused_upon_creation=True,
tags=[env, "AssistedVideo", "VS", "Analytical", "Hourly"],
schedule_interval="5,35 4-15 * * 1-5",
on_failure_callback=failure_hook,
) as dag:
parameters = {
"clickhouseURL": "{{params.clickhouseURL}}",
"minutes": "{{ params.minutes }}",
"hours": "{{ params.hours }}",
"days": "{{ params.days }}",
"startTime": "{{ data_interval_start - macros.timedelta(minutes=5)
if dag_run.run_type != 'manual' else params.startTime }}",
}
body["launchParameter"]["parameters"] = parameters
start_template_job = DataflowStartFlexTemplateOperator(
task_id=f"dataflow_operator-{ENV_PREFIX}{name}",
project_id=request_params["project"],
location=request_params["region"],
body=body,
wait_until_finished=True,
dag=dag,
do_xcom_push=False,
)
if __name__ == "__main__":
dag.test()
```
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