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Foxcross

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AsyncIO serving for data science models built on Starlette

Documentation: https://www.foxcross.dev/

Requirements: Python 3.6+

Quick Start

Installation using pip:

pip install foxcross

Create some test data and a simple model in the same directory to be served:

data.json

[1,2,3,4,5]

models.py

from foxcross.runner import run_model_serving
from foxcross.serving import ModelServing

class AddOneModel(ModelServing):
    test_data_path = "data.json"
    
    def predict(self, data):
        return [x + 1 for x in data]

if __name__ == "__main__":
    run_model_serving()

Run the model locally:

python models.py

Navigate to localhost:8000/predict-test/, and you should see the list incremented by 1. You can visit localhost:8000/ to see all the available routes for your model.

Metadata

Release files for foxcross 0.3.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

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Source distribution for foxcross 0.3.0
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Table of built distributions (wheels) for foxcross 0.3.0
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foxcross-0.3.0-py3-none-any.whl Python 3 none any Details

Total release size: 15.3 kB

Release files / foxcross-0.3.0.tar.gz

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