in ml_ops/visualization_blog/lambdas/createdatasetimportjob/datasetimport.py [0:0]
def lambda_handler(event, context):
params = event['params']
status = None
event['DatasetImportJobArn'] = ARN.format(
account=event['AccountID'],
date=event['currentDate'],
name=params['Datasets'][0]['DatasetName'],
region=environ['AWS_REGION']
)
try:
status = LOADER.forecast_cli.describe_dataset_import_job(
DatasetImportJobArn=event['DatasetImportJobArn']
)
except LOADER.forecast_cli.exceptions.ResourceNotFoundException:
LOADER.logger.info(
'Dataset import job not found! Will follow to create new job.'
)
LOADER.forecast_cli.create_dataset_import_job(
DatasetImportJobName='{name}_{date}'.format(
name=params['Datasets'][0]['DatasetName'],
date=event['currentDate']
),
DatasetArn=event['DatasetArn'],
DataSource={
'S3Config':
{
'Path':
's3://{bucket}/train/'.format(
bucket=event['bucket']
),
'RoleArn':
environ['FORECAST_ROLE']
}
},
TimestampFormat=params['TimestampFormat']
)
status = LOADER.forecast_cli.describe_dataset_import_job(
DatasetImportJobArn=event['DatasetImportJobArn']
)
actions.take_action(status['Status'])
return event