使用代码，如何更新气流变量？ [英] With code, how do you update an airflow variable?

问题描述

我需要以编程方式更新在Airflow中创建的变量，但找不到如何使用代码来解决问题的答案。

I need to update a variable I have made in Airflow programmatically but I can not find the answer on how to do that with code.

我已检索到变量使用以下代码：

I have retrieved my variable with this code:

column_number = Variable.get（'column_number'）

在函数末尾，我想将column_number加1

At the end of the function, I would like to increment the column_number by one

我已经尝试过：
Variable.set_val（ column_number，int（column_number）+ 1）

它不起作用。

以下是完整的参考代码：

Here is the full code for reference:

import airflow
from datetime import datetime, timedelta
from random import randint
from airflow import DAG
from airflow.hooks.postgres_hook import PostgresHook
from airflow.models import Variable
from airflow.operators.python_operator import PythonOperator

args = {
    'owner': 'besteman',
    'start_date': datetime.utcnow(),
    'retries': 1,
    'retry_delay': timedelta(minutes=30)
}

dag = DAG(dag_id='test-postgres', default_args=args, schedule_interval='@hourly')

def add_columns_and_values():

    column_number = Variable.get('column_number')

    pg_hook = PostgresHook(postgres_conn_id='airflow-test')

    add_columns = f'ALTER TABLE students ADD COLUMN test{column_number} smallint;'

    pg_hook.run(add_columns) 

    for i in range(8):
        add_values = f"UPDATE students SET test{column_number} = '{randint(50, 100)}' WHERE id = {i+1};"
        pg_hook.run(add_values)

    Variable.set_val("column_number", int(column_number) + 1)


t1 = PythonOperator(task_id='add_columns_values',
    python_callable=add_columns_and_values,
    dag=dag)

推荐答案

使用 Variable.set 代替 Variable.set_val 。 set_val（）是 val 属性的设置器，不适用于外部使用。这应该做您想要的：

Use Variable.set instead of Variable.set_val. set_val() is a setter for the val attribute and not intended for outside use. This should do what you want:

Variable.set("column_number", int(column_number) + 1)

它将对数据库进行实际更新，并在需要时为您处理会话和序列化。

It will make the actual update to the database, along with handling session and serialization for you if needed.

参考： https://github.com/apache/incubator-airflow/blob/1.10.1/airflow/models.py#L4558-L4569

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