Opyrator

Instantly turn your Python functions into production-ready microservices. Deploy and access your services via HTTP API or interactive UI. Seamlessly export your services into portable, shareable, and executable files or Docker images. Opyrator builds on open standards - OpenAPI, JSON Schema, and Python type hints - and is powered by FastAPI, Streamlit, and Pydantic. It cuts out all the pain for productizing and sharing your Python code - or anything you can wrap into a single Python function. An Opyrator-compatible function is required to have an input parameter and return value based on Pydantic models. The input and output models are specified via type hints. You can launch a graphical user interface - powered by Streamlit - for your compatible function. The UI is auto-generated from the input- and output-schema of the given function.

Features

Turn functions into production-ready services within seconds
Auto-generated HTTP API based on FastAPI
Auto-generated Web UI based on Streamlit
Save and share as self-contained executable file or Docker image
Reuse pre-defined components & combine with existing Opyrators
Instantly deploy and scale for production usage

Project Samples

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License

MIT License

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Additional Project Details

Programming Language

Python

Related Categories

Python Software Development Software, Python Machine Learning Software

Registered

2022-08-25

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