Python APIs for hipims
Project description
Python APIs for hipims
This package provides python APIs for running the open source hydraulic model hipims-cuda. It also includes the hipims-io package for pre-processing and result visualisation. The full documentation is at https://pypims.readthedocs.io/en/latest/.
Installation
Before installing pypims, you need to install Cmake, NVIDIA CUDA Toolkit and the C++ compiler. Cmake can be simply installed by
pip install cmake
The CUDA Toolkit can be downloaded from the NVIDIA website. If you use Linux system, the C++ compiler 'GCC' is usually on the system as default. If you use windows, you should download and install Visual Studio. If there exists several different versions of CUDA Toolkits on your system, cmake may struggle to decide which one to use and return an error. In such a case, you need to define the CUDAToolkit_ROOT environmental varialble. On Linux, this can be done by
export CUDAToolkit_ROOT=<path to your cuda directory>
For example
export CUDAToolkit_ROOT=/usr/local/cuda-10.1
Once the aforementioned dependencies have been properly installed. Installing pypims is straightforward, simple type in the following in your terminal
pip install pypims
Running a demo
The flood simulation engine can be imported by
from pypims import flood
The inputs can be prepared by hipims-io. This package has already been included as part of pypims, you can import it by
from pypims import IO
A quick demonstration to prepare input files with attached sample data contaning the following files:
- DEM.gz/.asc/.tif (essential file, in projected crs, map unit:m)
- rain_mask.gz/.asc/.tif (optional file for setting rainfall, having the same crs with DEM)
- rain_source.csv (optional file for setting rainfall rate in timeseries, unit:m/s]
- landcover.gz/.asc/.tif (optional file for setting landcover-based parameters, having the same crs with DEM)
import os
from pypims.IO.demo_functions import demo_input
obj_in = demo_input() # create input object
obj_in.write_input_files() # create all input files
Once the inputs have all been prepared, the simulations can be started by
flood.run(obj_in.get_case_folder())
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