giza-actions 0.1.0

A Python SDK for Giza platform

Actions SDK

The Actions SDK is a Python library designed to facilitate the development of applications on the Giza platform. It provides a set of decorators and classes to define tasks, actions, and models, and to handle data inputs.

Installation

The Actions SDK can be installed using Poetry:

poetry install

Be sure you're logged into the Giza CLI and have created a workspace:

giza workspaces create

Usage

Defining Tasks

Tasks are defined using the @task decorator. Here's an example:

from giza.task import task

@task
def preprocess():
    print(f"Preprocessing...")

Defining Actions

Actions are defined using the @action decorator. Here's an example:

from giza.action import action

@action
def inference():
    print(f"Running inference...")

Running Actions

Actions can be deployed executing the Python script defining the Action. For example, if the Action is defined in example.py, you can run it using:

python example.py

Then, you can execute the Action using the Prefect UI:

prefect server start

Examples

Examples of how to use the Actions SDK can be found in the examples directory. Each example includes a README with detailed instructions on how to run the example.

For instance, the imagenet example demonstrates how to use the Giza SDK to perform image classification using a pre-trained ResNet-50 model from the ONNX model zoo.

To understand how to execute these examples, please refer to the README file in each example's directory.

Contributing

Contributions are welcome! Please submit a pull request or create an issue to get started.

License

The Giza SDK is licensed under the MIT license.