create-version

Description

Create a model version.

Archives programs in the model name directory. Upload to ABEJA Platform. If a large file is placed in the model name directory, archiving and uploading may take some time.

Notes

The version cannot be updated. Create a new version and delete the old version.

How to deploy any version

You can create multiple versions of a model, and you can specify and deploy any version by specifying any version during create-service.

Synopsis

$ abeja model create-version [--help]
Usage: abeja model create-version [OPTIONS]

  Create version & upload application

Options:
  -m, --model_id TEXT             Model identifier  [required]
  -v, --version TEXT              Model version code  [required]
  -i, --image TEXT                Base-image name  [required]
  -h, --handler TEXT              Path to handler in the model archive.
  -j, --job_definition_name TEXT  Training job definition name
  -t, --training_job_id TEXT      Training Job id
  --help                          Show this message and exit.

Options

-m, --model_id

Specify model_id when create-model is created.(Requireed)

-v, --version

Specify any version (string type). (e.g. 0.1 / v0.1 / etc… (Requireed)

-i, --image

Specifies the image that runs the model. (Requireed) Click here for each image.

• abeja-inc/all-gpu:18.10

• abeja-inc/all-cpu:18.10

• abeja-inc/all-gpu:19.04

• abeja-inc/all-cpu:19.04

-h, --handler

Specify a handler.

e.g.

• main:handler

• predict:handler

-j, --job_definition_name

Specify the training job definition name.

-t, --training_job_id

Specify the training job id.

Example

Create version

Command:

$ abeja model create-version --model_id 1215320870077 --version "0.1" --image "abeja-inc/all-cpu:18.10" --handler "main:handler"

Output:

{'version': '0.1', 'upload_url': 'https://abeja-model-api-src-xxxxxx 'version_id': 'ver-2345678901234'}