banana-cli

The goal of the Banana CLI is to bring an npm-like experience to ML development loops.

This version includes:

banana init to create a project with boilerplate
banana install to install packages from the requirements.txt
banana --version to show the current version
banana deploy to easily deploy the local folder to Banana.dev without using GitHub

Installing the CLI locally

python3 -m venv .venv
source .venv/bin/activate
pip3 install -e ./
banana --version

This is a v0 release using SemVer; it is not stable and the interface can break at any time.

To use it

Create a new project directory with

banana init my-app
cd my-app

Start the dev server

python3 app.py

Call your API (from a separate terminal)

curl -X POST -H "Content-Type: application/json" -d '{"prompt": "Hello I am a [MASK] model."}' http://localhost:8000/

The interactive dev server works like a react, next, or nodemon server: it selectively hot reloads components when you save changes to different parts of your app.py file.

The init() function is ran on startup and for every change to init().

The handler() function is ran on every change to handler(), without needing to wait for a long init()

Play with it:

Try changing the handler, see what happens!
Try changing the init, see what happens!

Future Development:

Lock in a stable interface
Add the following commands
- banana stage -> run a temporary deployment to Banana's cluster for on-GPU testing
- banana test -> unit test against local test cases

Metadata

Release files for banana-cli 0.1.2

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Source distribution for banana-cli 0.1.2
File	Size	Uploaded	Provenance
banana_cli-0.1.2.tar.gz	17.5 kB	Dec 17, 2023	Without provenance	Details

Built distribution (wheel)

Table of built distributions (wheels) for banana-cli 0.1.2
File	Interpreter	ABI	Platform	Reset
banana_cli-0.1.2-py3-none-any.whl 18.4 kB Dec 17, 2023 Without provenance	Python 3	none	any	Details

Total release size: 35.9 kB

Release files / banana_cli-0.1.2.tar.gz

Download URL	banana_cli-0.1.2.tar.gz
Size	17.5 kB
Tags	Source
SHA-256 checksum How to use checksums	`2e3c5a1290e5a8ba99af59096d69dfe7122dfec6c52501d1fae440e963c702a5`
BLAKE2b-256 checksum How to use checksums	`57f313060bf4d380046b3938211f92011881f12121a146add4c63f00a7f5cda8`
Upload date	Dec 17, 2023
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.11.6`

Release files / banana_cli-0.1.2-py3-none-any.whl

Download URL	banana_cli-0.1.2-py3-none-any.whl
Size	18.4 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`bd496663fe4af0105a52a5d1535a159636c267b0fb63ede5a9340ddf7a7f088d`
BLAKE2b-256 checksum How to use checksums	`4489825532c8a03c7f619bd3fbfe1432eb75ec8118bfd36f1a6d9abd79452469`
Upload date	Dec 17, 2023
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.11.6`

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