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aqueduct

Builder for performance-efficient prediction.

  • 1.11.7
  • PyPI
  • Socket score

Maintainers
2

======== Aqueduct

Framework to make youre prediction performance-efficient and scalable.

Key Benefits

  • Increases the throughput of your machine learning-based service
  • Uses shared memory for instantaneous transfer of large amounts of data between processes
  • All optimizations in one library
  • Supports multiple frameworks

Documentation

  • Videos about aqueduct <docs/video.rst>_
  • Getting started
    • Fundamentals <docs/fundamentals.rst>_
    • Example <docs/example.rst>_
  • Batching <docs/batching.rst>_
  • Logging <docs/logging.rst>_
  • Metrics <docs/metrics.rst>_
  • F.A.Q. <docs/faq.rst>_
  • Additional features
    • Sentry support <docs/sentry.rst>_

Examples

  • Aiohttp <examples/aiohttp/>_
  • Flask <examples/flask/>_

Installation

Install using pip:

.. code-block:: shell

pip install aqueduct

Moreover, aqueduct has "optional extras"

  • numpy - support types from numpy in shared memory
  • aiohttp - extension for aiohttp support(see more in examples)

.. code-block:: shell

pip install aqueduct[numpy,aiohttp]

Contact Us

Feel free to ask questions in Telegram: t.me/avito-ml <https://t.me/avito_ml>_

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