# 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
[Here's a demo video](https://www.loom.com/share/86d4e7b0801549b9ab2f7a1acce772aa)
## 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
1. Create a new project directory with
```bash
banana init my-app
cd my-app
```
2. Start the dev server
```bash
python3 app.py
```
3. Call your API (from a separate terminal)
```bash
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:
4. Try changing the handler, see what happens!
5. 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
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"description": "# banana-cli\n\nThe goal of the Banana CLI is to bring an npm-like experience to ML development loops. \n\nThis version includes:\n- `banana init` to create a project with boilerplate\n- `banana install` to install packages from the requirements.txt\n- `banana --version` to show the current version\n- `banana deploy` to easily deploy the local folder to Banana.dev without using GitHub\n\n[Here's a demo video](https://www.loom.com/share/86d4e7b0801549b9ab2f7a1acce772aa)\n\n\n## Installing the CLI locally\n\n```\npython3 -m venv .venv\nsource .venv/bin/activate\npip3 install -e ./\nbanana --version\n```\n\n---\nThis is a v0 release using SemVer; it is not stable and the interface can break at any time.\n---\n\n## To use it\n\n1. Create a new project directory with \n```bash\nbanana init my-app\ncd my-app\n```\n2. Start the dev server\n```bash\npython3 app.py\n```\n\n3. Call your API (from a separate terminal)\n```bash\ncurl -X POST -H \"Content-Type: application/json\" -d '{\"prompt\": \"Hello I am a [MASK] model.\"}' http://localhost:8000/\n``` \n\nThe 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.\n\nThe init() function is ran on startup and for every change to init().\n\nThe handler() function is ran on every change to handler(), without needing to wait for a long init()\n\n## Play with it:\n\n4. Try changing the handler, see what happens!\n5. Try changing the init, see what happens!\n\n## Future Development:\n- Lock in a stable interface\n- Add the following commands\n - `banana stage` -> run a temporary deployment to Banana's cluster for on-GPU testing\n - `banana test` -> unit test against local test cases\n",
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