Metadata-Version: 2.4
Name: evaluation-service-base
Version: 0.1.1
Summary: A comprehensive framework for building evaluation services with progress tracking, task management, and result handling
Author-email: yx <wuyixuan1111@gmail.com>
Maintainer-email: yx <wuyixuan1111@gmail.com>
License: MIT
Project-URL: Homepage, https://github.com/yx-1111101/evaluation-service
Project-URL: Repository, https://github.com/yx-1111101/evaluation-service.git
Project-URL: Bug Tracker, https://github.com/yx-1111101/evaluation-service/issues
Project-URL: Documentation, https://evaluation-service.readthedocs.io/
Project-URL: Changelog, https://github.com/yx-1111101/evaluation-service/blob/main/CHANGELOG.md
Keywords: evaluation,service,framework,progress-tracking,task-management,s3,minio,charts,visualization,ai,machine-learning,data-processing
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: System :: Monitoring
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Typing :: Typed
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
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Requires-Dist: pandas>=1.3.0
Requires-Dist: minio>=7.0.0
Requires-Dist: h5py>=3.0.0
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Provides-Extra: dev
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Dynamic: license-file

# Evaluation Service Base Framework

[![PyPI version](https://badge.fury.io/py/evaluation-service-base.svg)](https://badge.fury.io/py/evaluation-service-base)
[![Python Support](https://img.shields.io/pypi/pyversions/evaluation-service-base.svg)](https://pypi.org/project/evaluation-service-base/)
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/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

```bash  
pip install evaluation-service-base  
