Programmatic upload and start an operation without CLI

[polyaxon-team]

From slack

I am using the python run client and am trying to use 'pending' correctly. Here is an example of my code:

client = RunClient(owner="owner", project="project")
client.create(content=operation, pending='upload')
client.upload_artifacts_dir('./')

I can see in the UI a new job is created, the artifacts have been uploaded correctly but in the info panel pending is still in the 'upload' state and the status remains as 'created'.How do I progress the job / remove the pending status after the upload has occurred?

[polyaxon-team]

To start the operation and remove the pending state, you need to call client.approve().

To correct creation process with an upload should be:

from polyaxon.schemas import V1RunPending
from polyaxon.constants.globals import DEFAULT_UPLOADS_PATH
from polyaxon.constants.metadata import META_UPLOAD_ARTIFACTS

meta_info = {}
meta_info[META_UPLOAD_ARTIFACTS] =  DEFAULT_UPLOADS_PATH  # or a custom path if you pass a custom upload to path 
# 1. Create
client.create(content=operation, meta_info=meta_info, pending=V1RunPending.UPLOAD)
# 2. Upload
client.upload_artifacts_dir('./')
# 3. Approve
client.approve()