#!/usr/bin/env python3 import os import json import xarray as xr import numpy as np import matplotlib.pyplot as plt from metpy.plots import MapPanel, PanelContainer, RasterPlot, ContourPlot from .. import misc config = { 'source': 'dwd_icon-eu/combined.grib2', 'plots': [ { 'name':'r_t-750', 'area': None, 'layers': [ { 'layertype': 'raster', 'field': 'r', 'level': 750, }, { 'layertype': 'contour', 'field': 't', 'level': 750, 'contours': 5, 'clabels': True }, ] }, ] } def run(data, plots, output='.'): misc.create_output_dir(output) index = [] for plot in plots: index.append(_plot(data, output, **plot)) return index def _plot(data, output, name, layers, area = None): index = [] for step in data.coords['step']: this_step = data.sel(step=step) map_layers = [] for layer in layers: map_layers.append(_layer(this_step, **layer)) valid = misc.np_time_convert(step.valid_time.values) init = misc.np_time_convert(step.time.values) valid_str = valid.strftime('%d %b %Y - %HUTC') init_str = init.strftime('%d %b %Y - %HUTC') hours_since_init_str = str(int(this_step.step.values / np.timedelta64(1,'h'))).zfill(2) init_for_filename = init.strftime('%Y-%m-%d-%HUTC') panel = MapPanel() if area is not None: panel.area = area panel.projection = 'mer' panel.layers = ['coastline', 'borders'] panel.plots = map_layers panel.left_title = f'{name} VALID: {valid_str} (INIT +{hours_since_init_str}) INIT: {init_str}' if '_description' in data.attrs: panel.right_title = data.attrs['_description'] pc = PanelContainer() pc.size = (12.8, 9.6) #pc.figure.layout='constrained' pc.panels = [panel] pc.draw() #pc.show() outname = f'{name}_{init_for_filename}+{hours_since_init_str}.png' pc.save(os.path.join(output, outname)) plt.close('all') index.append( { 'file': outname, 'init': init_str, 'valid': valid_str, 'valid_offset': hours_since_init_str, 'display_name': hours_since_init_str, 'id': name } ) with open(os.path.join(output, f'{name}.index.json'), 'w') as f: f.write(json.dumps(index, indent=4)) return { 'name': name, 'indexfile': f'{name}.index.json', 'list_title': 'INIT+' } def _layer(data, layertype, **kwargs): layertypes={ 'raster': { 'obj': RasterPlot, 'defaults': { 'colorbar': 'vertical', } }, 'contour': { 'obj': ContourPlot, 'defaults': {} } } args = layertypes[layertype]['defaults'] | kwargs ret = layertypes[layertype]['obj'](**args) ret.data = data return ret if __name__ == '__main__': run(**config)