Module async_ops 

Async operations for Python

This module provides async versions of long-running operations that can be awaited in Python.

Example (Python)

import asyncio
import scirs2
import numpy as np

async def main():
    # Async FFT for large arrays
    data = np.random.randn(1_000_000)
    result = await scirs2.fft_async(data)

    # Async matrix decomposition
    matrix = np.random.randn(1000, 1000)
    svd = await scirs2.svd_async(matrix)

asyncio.run(main())

Functions

fft_async

Async FFT operation for large arrays

minimize_async

Async optimization for expensive objective functions

qr_async

Async QR decomposition for large matrices

quad_async

Async numerical integration for expensive integrands

register_async_module

Register async operations with Python module

svd_async

Async SVD operation for large matrices