气流:在下一个任务中获取上一个任务ID

时间:2019-05-26 00:33:01

标签: airflow apache-airflow-xcom

我有2个任务。在第一个中,python运算符计算某些内容,在第二个中,我想在Http运算符中使用python运算符的输出。这是我的代码:

source_list = ['account', 'sales']

for source_type in source_list:
    t2 = PythonOperator(
                task_id='compute_next_gather_time_for_' + source_type,
                python_callable=compute_next_gather_time,
                provide_context=True,
                trigger_rule=TriggerRule.ALL_SUCCESS,
                op_args=[source_type],
                retries=3
            )

    t3 = SimpleHttpOperator(
                task_id='request_' + source_type + '_report',
                method='POST',
                http_conn_id='abc',
                endpoint=endpoint,
                data=json.dumps({
                    "query": {
                        "start": "{{ task_instance.xcom_pull(task_ids='prev_task_id') }}",
                        "stop": str(yesterday),
                        "fields": [
                            1
                        ]
                    }
                }),
                headers={"Content-Type": "application/json", "Authorization": 'abc'},
                response_check=lambda response: True if len(response.json()) == 0 else False,
                log_response=True,
                retries=3
            )

查询:我想在t3的数据变量中传递以前的任务ID。我不确定该怎么做,因为t2任务ID不是恒定的。它随着source_type的变化而变化。显然,当我尝试时它没有呈现出来。

2 个答案:

答案 0 :(得分:1)

我能够通过这样做得到它:

next(iter(context['task'].upstream_task_ids))

答案 1 :(得分:0)

以前我没有在任何DAG中使用Jinja模板,但是遇到了类似的问题,我需要从具有动态生成的task_id的特定任务中检索XCOM值。

您可以按照在T2中定义task_ids的相同方式在T3中定义task_id。例如:

source_list = ['account', 'sales']

for source_type in source_list:

    task_id='compute_next_gather_time_for_' + source_type

    t2 = PythonOperator(
                task_id=task_id,
                python_callable=compute_next_gather_time,
                provide_context=True,
                trigger_rule=TriggerRule.ALL_SUCCESS,
                op_args=[source_type],
                retries=3
            )

    t3 = SimpleHttpOperator(
                task_id='request_' + source_type + '_report',
                method='POST',
                http_conn_id='abc',
                endpoint=endpoint,
                data=json.dumps({
                    "query": {
                        "start": "{{ task_instance.xcom_pull(task_ids=task_id) }}",
                        "stop": str(yesterday),
                        "fields": [
                            1
                        ]
                    }
                }),
                headers={"Content-Type": "application/json", "Authorization": 'abc'},
                response_check=lambda response: True if len(response.json()) == 0 else False,
                log_response=True,
                retries=3
            )