go migration TODO list

API

• WML API
  • https://github.com/cloud-annotations/training/blob/master/src/api/api.js
  • https://github.com/cloud-annotations/training/blob/master/src/api/wml.js
• COS API (https://github.com/IBM/ibm-cos-sdk-go)
• IBM Cloud login API
• Websockets

Commands

Login:

• login
• logout

main:

• list
• train

During training:

• logs
• progress
• tensorboard
• cancel

Post training:

• ~deploy~
• download

CLI util:

• update

UI Components

• table (https://github.com/gosuri/uitable) (https://github.com/olekukonko/tablewriter)
• loading (https://github.com/briandowns/spinner)
• progress bar (https://github.com/cheggaaa/pb) (https://github.com/gosuri/uiprogress)
• standard text input

Login

• support for no UI login

---

global flags:
  [--non-interactive]
  [--cos <file>]
  [--wml <file>]

cacli login

cacli logout

cacli list

cacli train [<bucket>]
  [--output <bucket>]
  [--steps <steps>]
  [--gpu <k80|v100|v100x2>]
  [--script <file>]
  [--pipeline-config <file>] // only works for object detection and non-custom script
  [--checkpoint <file>] // only works for object detection and non-custom script
  // maybe instead we have more prebuilt scripts.zips?

cacli logs <model-id>

cacli progress <model-id>

cacli tensorboard <model-id>

cacli cancel <model-id>

cacli deploy <model-id>

cacli download <model-id>
  [--tfjs]
  [--coreml]
  [--tflite]

cacli update

[bourdakos1]

Poll:

Should bootstrap and export be deprecated?

bootstrap uploads a folder to COS export downloads a bucket from COS

Both of these tasks should be easily achievable with the standard s3 CLI

👍 Deprecate it 👎 Keep it

[bourdakos1]

Golang CLI is now master 🎉 Closing this and opening issues for remaining work