def column_chart(self, label=0, value=1, path=None, width=None, height=None):
"""
Render a lattice/grid of column charts using :class:`leather.Lattice`.
:param label:
The name or index of a column to plot as the labels of the chart.
Defaults to the first column in the table.
:param value:
The name or index of a column to plot as the values of the chart.
Defaults to the second column in the table.
:param path:
If specified, the resulting SVG will be saved to this location. If
:code:`None` and running in IPython, then the SVG will be rendered
inline. Otherwise, the SVG data will be returned as a string.
:param width:
The width of the output SVG.
:param height:
The height of the output SVG.
"""
if type(label) is int:
label_name = self.column_names[label]
else:
label_name = label
if type(value) is int:
value_name = self.column_names[value]
else:
value_name = value
chart = leather.Lattice(shape=leather.Columns())
chart.add_x_axis(name=label_name)
chart.add_y_axis(name=value_name)
chart.add_many(self.values(), x=label, y=value, titles=self.keys())
return chart.to_svg(path=path, width=width, height=height)
def line_chart(self, x=0, y=1, path=None, width=None, height=None):
"""
Render a lattice/grid of line charts using :class:`leather.Lattice`.
:param x:
The name or index of a column to plot as the x axis of the chart.
Defaults to the first column in the table.
:param y:
The name or index of a column to plot as the y axis of the chart.
Defaults to the second column in the table.
:param path:
If specified, the resulting SVG will be saved to this location. If
:code:`None` and running in IPython, then the SVG will be rendered
inline. Otherwise, the SVG data will be returned as a string.
:param width:
The width of the output SVG.
:param height:
The height of the output SVG.
"""
if type(x) is int:
x_name = self.column_names[x]
else:
x_name = x
if type(y) is int:
y_name = self.column_names[y]
else:
y_name = y
chart = leather.Lattice(shape=leather.Line())
chart.add_x_axis(name=x_name)
chart.add_y_axis(name=y_name)
chart.add_many(self.values(), x=x, y=y, titles=self.keys())
return chart.to_svg(path=path, width=width, height=height)
def test_add_many(self):
lattice = leather.Lattice()
lattice.add_many([self.data1, self.data2, self.data1])
svg = self.render_chart(lattice)
self.assertElementCount(svg, '.axis', 6)
self.assertElementCount(svg, '.series', 3)
self.assertElementCount(svg, '.lines', 3)
def test_add_one(self):
lattice = leather.Lattice()
lattice.add_one(self.data1)
lattice.add_one(self.data2)
svg = self.render_chart(lattice)
self.assertElementCount(svg, '.axis', 4)
self.assertElementCount(svg, '.series', 2)
self.assertElementCount(svg, '.lines', 2)
def plotCyberH(file, genereted_chart_file):
roll1, mcf1, ifd1, a1, mcf2, ifp2, ifd2, a2, mcf3, ifp3, ifd3, a3, mcf4, ifp4, ifd4, a4, mcf5, ifp5, ifd5, a5, roll5, c, c_ano, usado = [],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[]
line_num = 0
for line in file:
if (line_num > 1):
line_array = line.split(' ')
roll1.append((line_num, float(line_array[1])))
roll5.append((line_num, float(line_array[21])))
c.append((line_num, float(line_array[22])))
c_ano.append((line_num, float(line_array[23])))
usado.append((line_num, float(line_array[24])))
mcf1.append((line_num, float(line_array[2])))
ifd1.append((line_num, float(line_array[3])))
a1.append((line_num, float(line_array[4])))
mcf2.append((line_num, float(line_array[5])))
ifp2.append((line_num, float(line_array[6])))
ifd2.append((line_num, float(line_array[7])))
a2.append((line_num, float(line_array[8])))
mcf3.append((line_num, float(line_array[9])))
ifp3.append((line_num, float(line_array[10])))
ifd3.append((line_num, float(line_array[11])))
a3.append((line_num, float(line_array[12])))
mcf4.append((line_num, float(line_array[13])))
ifp4.append((line_num, float(line_array[14])))
ifd4.append((line_num, float(line_array[15])))
a4.append((line_num, float(line_array[16])))
mcf5.append((line_num, float(line_array[17])))
ifp5.append((line_num, float(line_array[18])))
ifd5.append((line_num, float(line_array[19])))
a5.append((line_num, float(line_array[20])))
line_num += 1
lattice = leather.Lattice(leather.Line(stroke_color=None, width=0.5))
lattice.add_many([
roll1, mcf1, ifd1, a1, mcf2, ifp2, ifd2, a2, mcf3, ifp3, ifd3, a3,
mcf4, ifp4, ifd4, a4, mcf5, ifp5, ifd5, a5, roll5, c, c_ano, usado
],
titles=[
'roll1', 'mcf1', 'ifd1', 'a1', 'mcf2', 'ifp2', 'ifd2',
'a2', 'mcf3', 'ifp3', 'ifd3', 'a3', 'mcf4', 'ifp4',
'ifd4', 'a4', 'mcf5', 'ifp5', 'ifd5', 'a5', 'roll5',
'c', 'c_ano', 'usado'
])
lattice.add_x_scale(0, line_num - 30)
lattice.add_y_scale(0, 250),
lattice.to_svg(genereted_chart_file, 1700, 950)
webbrowser.open('file://' + os.path.realpath(genereted_chart_file))
def test_bars_different(self):
data1 = [(3, 'foo'), (5, 'bar'), (9, 'bing')]
data2 = [(3, 'foo'), (5, 'bar'), (9, 'baz')]
lattice = leather.Lattice(shape=leather.Bars())
lattice.add_many([data1, data2])
svg = self.render_chart(lattice)
self.assertElementCount(svg, '.axis', 4)
self.assertElementCount(svg, '.series', 2)
self.assertElementCount(svg, '.bars', 2)
def plotIMU(file, genereted_chart_file):
w, x, y, z = [], [], [], []
line_num = 0
for line in file:
if (line_num > 1):
line_array = line.split('\t')
w.append((line_num, float(line_array[1])))
x.append((line_num, float(line_array[2])))
y.append((line_num, float(line_array[3])))
z.append((line_num, float(line_array[4])))
line_num += 1
lattice = leather.Lattice(leather.Line(stroke_color=None, width=2))
lattice.add_many([w, x, y, z], titles=['w', 'x', 'y', 'z'])
lattice.to_svg(genereted_chart_file, 1700, 950)
webbrowser.open('file://' + os.path.realpath(genereted_chart_file))
import leather
data1 = [(0, 3), (4, 5), (7, 9), (8, 4)]
data2 = [(3, 4), (3, 4), (5, 6), (7, 10), (8, 2)]
data3 = [(2, 4), (3, 5), (6, 2), (8, 3), (10, 5)]
lattice = leather.Lattice()
lattice.add_y_scale(-20, 20)
lattice.add_x_axis(ticks=10)
lattice.add_many([data1, data2, data3], titles=['First', 'Second', 'Third'])
lattice.to_svg('test.svg')
def plotVMG30(file, genereted_chart_file):
f11,f12,f21,f22,f31,f32,f41,f42,f51,f52,abd1,abd2,abd3,abd4,pa,tco,p1,p2,p3,p4,p5,p6,p7,p8,p9,p10,hroll,hpitch,hyaw,wroll,wpitch,wyaw = [],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[]
line_num = 0
for line in file:
if (line_num > 1):
line_array = line.split('\t')
f11.append((line_num, float(line_array[1])))
f12.append((line_num, float(line_array[2])))
f21.append((line_num, float(line_array[3])))
f22.append((line_num, float(line_array[4])))
f31.append((line_num, float(line_array[5])))
f32.append((line_num, float(line_array[6])))
f41.append((line_num, float(line_array[7])))
f42.append((line_num, float(line_array[8])))
f51.append((line_num, float(line_array[9])))
f52.append((line_num, float(line_array[10])))
pa.append((line_num, float(line_array[15])))
tco.append((line_num, float(line_array[16])))
abd1.append((line_num, float(line_array[11])))
abd2.append((line_num, float(line_array[12])))
abd3.append((line_num, float(line_array[13])))
abd4.append((line_num, float(line_array[14])))
p1.append((line_num, float(line_array[17])))
p2.append((line_num, float(line_array[18])))
p3.append((line_num, float(line_array[19])))
p4.append((line_num, float(line_array[20])))
p5.append((line_num, float(line_array[21])))
p6.append((line_num, float(line_array[22])))
p7.append((line_num, float(line_array[23])))
p8.append((line_num, float(line_array[24])))
p9.append((line_num, float(line_array[25])))
p10.append((line_num, float(line_array[26])))
hroll.append((line_num, float(line_array[27])))
hpitch.append((line_num, float(line_array[28])))
hyaw.append((line_num, float(line_array[29])))
wroll.append((line_num, float(line_array[30])))
wpitch.append((line_num, float(line_array[31])))
wyaw.append((line_num, float(line_array[32])))
line_num += 1
lattice = leather.Lattice(leather.Line(stroke_color=None, width=0.5))
lattice.add_many([
f11, f12, f21, f22, f31, f32, f41, f42, f51, f52, abd1, abd2, abd3,
abd4, pa, tco, p1, p2, p3, p4, p5, p6, p7, p8, p9, p10, hroll, hpitch,
hyaw, wroll, wpitch, wyaw
],
titles=[
'f11', 'f12', 'f21', 'f22', 'f31', 'f32', 'f41',
'f42', 'f51', 'f52', 'abd1', 'abd2', 'abd3', 'abd4',
'pa', 'tco', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7',
'p8', 'p9', 'p10', 'hroll', 'hpitch', 'hyaw', 'wroll',
'wpitch', 'wyaw'
])
lattice.to_svg(genereted_chart_file, 1700, 950)
webbrowser.open('file://' + os.path.realpath(genereted_chart_file))
