coreframe 1.0.0a0

COmmon REsearch FRAMEwork

COREFRAME

COmmon REsearch FRAMEwork - A Python framework for Earth science research and data analysis.

Overview

COREFRAME is a specialized Python framework designed for Earth science research, providing robust tools for handling complex multidimensional datasets in atmospheric, oceanic, and climate sciences.

Features

CoreArray

• Coordinate-aware array operations based on NumPy

• Intelligent dimension handling

• Seamless integration with NumPy's universal functions

• Support for labeled dimensions and metadata

HDF5 Integration

• High-level interface for HDF5 files

• Automatic coordinate system management

• Advanced time dimension handling with calendar support

• Comprehensive metadata preservation

Performance Optimization

• Result caching system for computationally intensive operations

• Parallel processing capabilities with configurable worker pools

• Compressed storage options

• Hash-based cache management

Data Analysis Tools

• Efficient time-series operations

• Support for various calendar systems

• Area-based spatial calculations

• Geographical coordinate support

• Gridded data handling

Installation

pip install coreframe

Requirements

• Python 3.6 or higher

• NumPy

• h5py

Quick Start

import numpy as np

from coreframe import CoreArray



# Create a sample dataset

data = np.random.rand(500, 100, 100)

time = np.arange('2001-01-01', '2002-05-15', dtype='datetime64[D]')

lat = np.linspace(-90, 90, 100)

lon = np.linspace(-180, 180, 100)



# Create CoreArray with coordinates

coords = {

    'time': time,

    'lat': lat,

    'lon': lon

}

arr = CoreArray(data, coords)



# Perform operations

result = arr.apply_by_time("time", "1M", np.max, axis=0)

Key Use Cases

• Climate data analysis

• Atmospheric science research

• Oceanographic studies

• Earth system modeling

• Geospatial data processing

• Environmental time series analysis

Contributing

We welcome contributions! Please feel free to submit a Pull Request.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Support

For support, please open an issue on the GitHub repository.

Authors

Developed and maintained by the MetaEarth Lab.

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For more information, please contact: [e-mail]