TinyML-CLI

This is a command-line interface for the TinyMLaaS project.

Instructions for running the CLI

Start by cloning this repository. Then setup and run CLI with the following steps.

Virtual environment

Setup venv with:

python -m venv venv

Activate the virtual environment with:

source venv/bin/activate

Dependencies

Install project dependencies by running the following command inside the virtual environment:

pip install -r requirements.txt

Usage

Run backend and bridge.

Create a .env file with BACKEND_URL in the project root.

For available commands run the command:

python3 tinyml_cli.py --help

Hint: For instructions and a list of required parameters, run --help after any command. For example:

python3 tinyml_cli.py list-datasets --help

CLI tool installation:

Install OpenAPI Generator CLI. This is a package that is used to generate the CLI tool.

npm install @openapitools/openapi-generator-cli -g

Once installed, any of the available generators can be used. We're using Python.

Generating a Python CLI tool

To generate a Python CLI tool we need to define a generator and provide it with an OpenAPI specification in YAML and an output path.

npx @openapitools/openapi-generator-cli generate -i *your_yaml-file*.yaml -g python -o *your_output_path*

Setup

Run a virtual environment and install dependencies:

python3 -m venv venv

source venv/bin/activate

pip install setuptools / pip install -r requirements.txt

Finish the installation with:

python3 setup.py install