Move your data around
Project description
What is Fluke?
Fluke is a Python package that is to be used as a higher-level API to cloud services that primarily relate to object storage and message queues. Fluke manages to hide away much of the complexity that derives from working with said services, aiding you in completing your tasks fast and hassle-free! Fluke achieves this by:
-
Treating object storage services as traditional file systems, unifying the two under a single File/Dir API, through which you are able to manage your data no matter where they reside, be it a local/remote file system or a bucket in the cloud.
-
Greatly reducing the intricacies of interacting with message queues by thinking of them as mere data structures that support three elementary operations, that is, push/peek/poll.
Installation
You can start using Fluke by installing it via pip. Note that fluke requires Python >= 3.9.
pip install fluke-api
Usage Example
In this example, we will be using Fluke in order to:
- Poll an Amazon SQS queue every minute for new messages. Each of these messages contains the path of a newly uploaded file to an Amazon S3 bucket.
- Use the content of these messages in order to locate and access said files within the bucket.
- If a file's metadata field
transfer
has been set toTrue
, then transfer it to a remote server.
First things first, we need to be able to authenticate with both AWS
and the remote server. In order to achieve this, we will be importing from fluke.auth
:
from fluke.auth import AWSAuth, RemoteAuth
# This object will be used to authenticate
# with AWS.
aws_auth = AWSAuth(
aws_access_key_id="aws_access_key",
aws_secret_access_key="aws_secret_key")
# This object will be used to authenticate
# with the remote machine.
rmt_auth = RemoteAuth.from_password(
hostname="host",
username="user",
password="password")
Next, we just need to import from fluke.queues
and fluke.storage
so that we gain access to any necessary resources in order to perform
the data transfer:
from fluke.queues import AmazonSQSQueue
from fluke.storage import AmazonS3Dir, RemoteDir
with (
AmazonSQSQueue(auth=aws_auth, queue='queue') as queue,
AmazonS3Dir(auth=aws_auth, bucket='bucket') as bucket,
RemoteDir(auth=rmt_auth, path='/home/user/dir', create_if_missing=True) as rmt_dir
):
for batch in queue.poll(polling_frequency=60):
for msg in batch:
file = bucket.get_file(path=msg)
file.load_metadata()
metadata = file.get_metadata()
if bool(metadata['transfer']):
file.transfer_to(dst=rmt_dir)
And that's basically it!
You can learn more about Fluke by visiting the Fluke Documentation Page.
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