1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
|
#!/usr/bin/env python3
import xarray as xr
from metpy.plots import MapPanel, PanelContainer, RasterPlot, ContourPlot
config = {
'source': 'dwd_icon-d2/combined.grib2',
'plots': [
{
'name':'',
'area': None,
'layers': [
{
'layertype': 'raster',
'field': 'r',
'level': 750,
},
{
'layertype': 'contour',
'field': 't',
'level': 750,
'contours': 5,
'clabels': True
},
]
},
]
}
def run(config):
data = xr.load_dataset(config['source'], engine='cfgrib')
for plot in config['plots']:
_plot(data, **plot)
def _plot(data, name, area, layers):
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))
panel = MapPanel()
#panel.area = 'de'
panel.projection = 'mer'
panel.layers = ['coastline', 'borders']
panel.plots = map_layers
pc = PanelContainer()
pc.size = (8, 8)
pc.panels = [panel]
pc.draw()
pc.show()
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)
|