Hi All,
I’ve been through every relevant post I can find and haven’t been able to resolve this.
I’m very confused about what the remote-storage option is doing when I launch a rasa container.
I have a pre-trained rasa model and I’ve uploaded it to the root of an s3 bucket (Preferably I’d like to read a model from any key but that’s a separate issue). I launch a container on ECS fargate with the following command in the task definition:
rasa run --port $${SELF_PORT} --remote-storage aws --model ${RASA_MODEL} --cors \"*\" --debug
Where
- Rasa version: 2.4.1
- RASA_MODEL is set to the model name e.g. rasa-2021-03-26-1040.tar.gz
- BUCKET_NAME is set to mybucket
- AWS_ENDPOINT_URL is set to “https://s3.eu-west-2.amazonaws.com”
Credentials should be obtained from the container’s associated IAM policies which has s3:GetObject on mybucket/*.
The first relevant log output:
DEBUG root - Could not load interpreter from ‘rasa-2021-03-26-1040.tar.gz’.
Probably that’s looking for a local file of that name.
What happens next is rasa makes a call to create a bucket:
boto3.resources.action - Calling s3:create_bucket with {‘Bucket’: ‘mybucket’, ‘CreateBucketConfiguration’: {‘LocationConstraint’: ‘eu-west-2’}}
Why is it doing this? I’ve specified a bucket name and the name of a model. Shouldn’t it just try a get using the container credentials?
This obviously fails.
Then I get:
rasa.core.agent - Could not load model due to [Errno 13] Permission denied: ‘rasa-2021-03-26-1040.tar.gz’.
[93m/usr/local/lib/python3.7/site-packages/rasa/shared/utils/io.py:96: UserWarning: The model at ‘rasa-2021-03-26-1040.tar.gz’ could not be loaded. Error: <class ‘PermissionError’>: [Errno 13] Permission denied: ‘rasa-2021-03-26-1040.tar.gz’
Can anyone provide any thoughts on what I’m getting wrong here? Is this feature not designed to do what I am expecting?
Thanks