A comprehensive framework for building evaluation services with progress tracking, task management, and result handling

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  • License: MIT License (MIT)
  • Tags evaluation , service , framework , progress-tracking , task-management , s3 , minio , charts , visualization , ai , machine-learning , data-processing
  • Requires: Python >=3.8
  • Provides-Extra: dev , docs , test
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Project description

Evaluation Service Base Framework

PyPI version Python Support License: MIT

A comprehensive Python framework for building evaluation services with advanced progress tracking, task management, and result handling capabilities.

✨ Features

  • 🚀 Async Task Management: Built-in support for long-running evaluation tasks with progress tracking
  • 📊 Rich Data Handling: Support for various data formats (JSON, HDF5, CSV) with S3/MinIO integration
  • 📈 Visualization Ready: Pre-built chart data types for comprehensive result visualization
  • 🔧 Highly Extensible: Abstract base classes for easy customization
  • 🛠️ Production Ready: Robust error handling, logging, and monitoring capabilities
  • ☁️ Cloud Native: First-class support for object storage (S3/MinIO)

📦 Installation

pip install evaluation-service-base

Project details

Verified details

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Avatar for wuyixuan111101 from gravatar.com wuyixuan111101
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  • Author: yx
  • Maintainer: yx

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These details have not been verified by PyPI
Project links
Meta
  • License: MIT License (MIT)
  • Tags evaluation , service , framework , progress-tracking , task-management , s3 , minio , charts , visualization , ai , machine-learning , data-processing
  • Requires: Python >=3.8
  • Provides-Extra: dev , docs , test
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0.1.4

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0.1.0

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