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Airflow 변수 사용 문제
주석에 질문 있습니다!
# 이 밑의 solutionVersionArn 변수를 여러 함수가 사용하려고 해요
solutionVersionArn = ''
# update solution version
def make_new_solution_version(**kwargs):
personalize = boto3.client('personalize', region_name='us-east-1', aws_access_key_id=os.environ.get('AWS_ACCESS_KEY_ID'), aws_secret_access_key=os.environ.get('AWS_SECRET_ACCESS_KEY'))
response = personalize.create_solution_version(
solutionArn = 'arn:aws:personalize:us-east-1:051972272913:solution/crunch-solutionV3'
)
logging.info('Response: ' + str(response))
description = personalize.describe_solution_version(
solutionVersionArn = response['solutionVersionArn']
)
status = description["solutionVersion"]["status"]
logging.info('Progress: ' + str(description['solutionVersion']['status']))
while description["solutionVersion"]["status"] != 'ACTIVE':
time.sleep(30)
description = personalize.describe_solution_version(
solutionVersionArn = response['solutionVersionArn']
)
logging.info('Progress: ' + str(description['solutionVersion']['status']))
global solutionVersionArn
solutionVersionArn = response['solutionVersionArn']
#################### 여기서 response로 받아온걸 solutionVersionArn로 할당해주는데요, 이 밑의 함수에서 사용하려고 하면 그냥 빈 스트링으로 나옵니다.
logging.info('solutionVersionArn: ' + solutionVersionArn)
update_new_solution_version = PythonOperator(
task_id='update_new_solution_version',
python_callable=make_new_solution_version,
provide_context=True,
execution_timeout=timedelta(minutes=240),
dag=dag
)
# update campaign version
def make_update_campaign_version(**kwargs):
client= boto3.client('personalize', region_name='us-east-1', aws_access_key_id=os.environ.get('AWS_ACCESS_KEY_ID'), aws_secret_access_key=os.environ.get('AWS_SECRET_ACCESS_KEY'))
logging.info('solutionVersionArn: ' + solutionVersionArn)
# 여기서 콘솔을 찍으면 solutionVersionArn이 빈 스트링으로 나와요. 어떻게 해야 위의 함수에서 할당받은 애를 쓸 수 있을까요? logging.info 바로 윗줄에 global solutionVersionArn 선언해주면 되나요?
response = client.update_campaign(
campaignArn='arn:aws:personalize:us-east-1:051972272913:campaign/crunch-campaignv2',
solutionVersionArn=solutionVersionArn,
)
update_campagin_version = PythonOperator(
task_id='update_campaign_version',
python_callable=make_update_campaign_version,
provide_context=True,
execution_timeout=timedelta(minutes=180),
dag=dag
)
update_new_solution_version >> update_campagin_version
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