datamongus
07/13/2024, 12:16 AMMarvin
07/13/2024, 12:16 AMS3Bucket
block should be used with AWSCredentials
for authentication. Here's an example provided in the documentation:
from prefect_aws.credentials import AwsCredentials
from prefect_aws.s3 import S3Bucket
aws_credentials = AwsCredentials.load("my_aws_credentials")
my_s3_bucket = S3Bucket(bucket_name="my_s3_bucket", credentials=aws_credentials)
Ensure you are using the load
method correctly to fetch the credentials.
More details: https://docs.prefect.io/latest/concepts/blocks/
2. Reported Issues:
- TypeError Issues: One common issue is with the get_directory
method, which could throw a TypeError
. A reported workaround is ensuring proper instantiation and saving/loading of the blocks.
- AWS Client Parameters Stored as Dictionary: Another issue involves AWS client parameters being stored as a dictionary, leading to errors. Be cautious when assigning credentials through the UI and ensure the correct data types are maintained.
Example:
from prefect_aws.credentials import AwsCredentials
from prefect_aws.s3 import S3Bucket
aws_credentials = AwsCredentials(region="YOUR_REGION")
block = S3Bucket(bucket_name="my-bucket", basepath="example-dir", aws_credentials=aws_credentials)
block.save("example-block", overwrite=True)
block2 = S3Bucket.load("example-block")
block2.get_directory()
Relevant issues:
- https://github.com/PrefectHQ/prefect/issues/7289
- https://github.com/PrefectHQ/prefect/issues/13349
These insights and examples should help resolve issues related to loading S3Bucket credentials outside a Prefect flow or task. If you need further details, refer to the documented links.