52 lines
1.4 KiB
Python
52 lines
1.4 KiB
Python
import fire
|
|
import matplotlib.pyplot as plt
|
|
from matplotlib.collections import PatchCollection
|
|
from matplotlib.patches import Circle, Patch
|
|
from utils import logger
|
|
from constants import BIOMES
|
|
|
|
import pandas as pd
|
|
import cartopy.crs as ccrs
|
|
|
|
def draw(df, path=None):
|
|
logger.debug('draw(df, %s)', path)
|
|
biomes = {}
|
|
biome_numbers = df['biome_num'].unique()
|
|
|
|
for i, row in df.iterrows():
|
|
p = (row.longitude, row.latitude)
|
|
if row.biome_num in biomes:
|
|
biomes[row.biome_num].append(p)
|
|
else:
|
|
biomes[row.biome_num] = [p]
|
|
|
|
ax = plt.axes(projection=ccrs.PlateCarree())
|
|
ax.stock_img()
|
|
|
|
legend_handles = []
|
|
for n in biome_numbers:
|
|
color = BIOMES[n]['color']
|
|
|
|
patches = [Circle(p, radius=0.4) for p in biomes[n]]
|
|
collection = PatchCollection(patches, color=color)
|
|
|
|
legend_handles.append(Patch(color=color, label=BIOMES[n]['name']))
|
|
ax.add_collection(collection)
|
|
|
|
ax.legend(handles=legend_handles, loc='center left', bbox_to_anchor=(1, 0.5), markerscale=4)
|
|
|
|
ax.autoscale_view()
|
|
figure = plt.gcf()
|
|
figure.set_size_inches(23.22, 13)
|
|
figure.subplots_adjust(left=0.02, right=0.79)
|
|
if path:
|
|
plt.savefig(path)
|
|
else:
|
|
plt.show()
|
|
|
|
def draw_cmd(path=None):
|
|
draw(pd.read_pickle('data.p'), path=path)
|
|
|
|
if __name__ == "__main__":
|
|
fire.Fire(draw_cmd)
|