Better options to visu script
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a0b379bfcd
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44
visu.py
44
visu.py
@ -12,11 +12,12 @@ import logging
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import os
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import pickle
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import sqlite3
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import sys
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import matplotlib
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matplotlib.use('AGG') # Use non-interactive backend
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import matplotlib.pyplot as plt
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import progressbar
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import progressbar # progressbar2 pip module
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import smopy
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from scipy.spatial import Voronoi, voronoi_plot_2d
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@ -33,18 +34,28 @@ def get_hue(percentage):
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return hue / 360.0
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if len(sys.argv) < 3:
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sys.exit('Usage: %s db_file out_dir' % sys.argv[0])
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db_file = sys.argv[1]
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out_dir = sys.argv[2]
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first_timestamp = None
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if len(sys.argv) > 3:
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first_timestamp = int(sys.argv[3])
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progressbar.streams.wrap_stderr()
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logging.basicConfig(level=logging.INFO)
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# Ensure out folder exists
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if not os.path.isdir('out'):
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logging.info('Creating out folder…')
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os.mkdir('out')
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if not os.path.isdir(out_dir):
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logging.info('Creating output folder %s…', out_dir)
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os.makedirs(out_dir)
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# Load all stations from the database
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logging.info('Loading all stations from the database…')
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conn = sqlite3.connect("data.db")
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conn = sqlite3.connect(db_file)
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c = conn.cursor()
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stations = c.execute(
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"SELECT id, latitude, longitude, bike_stands, name FROM stations"
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@ -100,9 +111,10 @@ for point_index, region_index in enumerate(vor.point_region):
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"mpl_surface": None # Will store the drawn matplotlib surface (to update it easily)
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}
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# Dumping Voronoi diagram
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with open('out/voronoi.dat', 'wb') as fh:
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voronoi_file = os.path.join(out_dir, 'voronoi.dat')
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with open(voronoi_file, 'wb') as fh:
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pickle.dump(vor_regions, fh)
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logging.info('Dumped Voronoi diagram to out/voronoi.dat')
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logging.info('Dumped Voronoi diagram to voronoi.dat')
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# Plotting
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@ -135,9 +147,15 @@ for station_id, region in vor_regions.items():
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# Get time steps
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logging.info('Loading time steps from the database.')
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time_data = c.execute(
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"SELECT DISTINCT updated FROM stationsstats WHERE updated ORDER BY updated ASC"
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)
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if first_timestamp:
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time_data = c.execute(
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"SELECT DISTINCT updated FROM stationsstats WHERE updated > ? ORDER BY updated ASC",
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(first_timestamp,)
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)
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else:
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time_data = c.execute(
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"SELECT DISTINCT updated FROM stationsstats WHERE updated ORDER BY updated ASC"
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)
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last_t = None
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timesteps = 5 * 60 * 1000 # 5 mins timesteps between each frames
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@ -168,15 +186,15 @@ for t, in bar(time_data):
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region = vor_regions[station_data[0]]
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region["mpl_surface"].set_color(matplotlib.colors.hsv_to_rgb([get_hue(percentage), 1.0, 1.0]))
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except KeyError:
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logging.warn('Unknown Voronoi region for station %d.', station_data[0])
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logging.debug('Unknown Voronoi region for station %d.', station_data[0])
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# Output frame if necessary
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if t >= last_t + timesteps:
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ax.set_title(datetime.datetime.fromtimestamp(t // 1000).strftime('%d/%m/%Y %H:%M'))
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fig.tight_layout()
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fig.savefig('out/%d.png' % t)
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fig.savefig(os.path.join(out_dir, '%d.png' % t))
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last_t = t
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# Output last frame
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fig.tight_layout()
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fig.savefig('out/%d.png' % t)
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fig.savefig(os.path.join(out_dir, '%d.png' % t))
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