#!/usr/bin/env python3 # -*- coding: utf-8 -*- import numpy as np from utilities.import_format import import_tif, import_nc def import_raw_dataset(path, no_data, no_value): """ Import geotiff or netCDF4 file Input: path: path to the dataset, string no_data: no data values, list no_value: general no data value, int or float Output: data: dataset, numpy array x_org: longitude coordinates, list y_org: latitude coordinates, list """ warning = False if path.split('.')[-1] == 'tif': data, x_org, y_org, _ = import_tif(path) elif path.split('.')[-1] == 'nc': data, x_org, y_org, _ = import_nc(path) else: warning = True if y_org[0] < y_org[-1]: y_org = np.flip(y_org) if no_data != 'None': for val in no_data: data[data == val] = no_value data[np.isnan(data)] = no_value if warning: return None, None, None else: return data, x_org, y_org