def plot_all_directions(r, queries, results, what_to_plot_fun,
what_to_plot_res):
"""
result_like
result_like = dict(maintenance="s", cost="$", mass='kg')
"""
n = len(queries)
assert n == len(results)
colors = generate_colors(n, colormap_name='Paired')
marker_fun = marker_res = marker_joint = 'o'
for xwhat, ywhat in itertools.combinations(what_to_plot_res, 2):
name = '%s_%s' % (xwhat, ywhat)
with r.plot(name) as pylab:
with figure_style1(pylab):
plot_axis(pylab,
results,
what_to_plot_res,
colors,
xwhat,
ywhat,
marker=marker_res)
set_axis_colors(pylab, color_resources, color_resources)
qqueries = [[x] for x in queries]
for xwhat, ywhat in itertools.combinations(what_to_plot_fun, 2):
name = '%s_%s' % (xwhat, ywhat)
with r.plot(name) as pylab:
with figure_style1(pylab):
plot_axis(pylab,
qqueries,
what_to_plot_fun,
colors,
xwhat,
ywhat,
marker=marker_fun)
set_axis_colors(pylab, color_functions, color_functions)
for xwhat in what_to_plot_fun:
for ywhat in what_to_plot_res:
name = '%s_%s' % (xwhat, ywhat)
with r.plot(name) as pylab:
with figure_style1(pylab):
for fun, res, color in zip(qqueries, results, colors):
x = to_numpy_array(what_to_plot_fun, fun)[xwhat]
y = to_numpy_array(what_to_plot_res, res)[ywhat]
if len(y) == 0: # unfeasible
pylab.plot(x, 0, 'x', color='black')
elif len(x) == 1 and len(y) > 1:
xs = [x[0]] * len(y)
pylab.plot(xs, y, marker_joint, color=color)
else:
# print x, y
pylab.plot(x, y, marker_joint, color=color)
set_axis_colors(pylab, color_functions, color_resources)
pylab.xlabel(axis_label(what_to_plot_fun, xwhat))
pylab.ylabel(axis_label(what_to_plot_res, ywhat))
def plot_all_directions(r, queries, results, what_to_plot_fun, what_to_plot_res):
"""
result_like
result_like = dict(maintenance="s", cost="$", mass='kg')
"""
n = len(queries)
assert n == len(results)
colors = generate_colors(n, colormap_name='Paired')
marker_fun = marker_res = marker_joint = 'o'
for xwhat, ywhat in itertools.combinations(what_to_plot_res, 2):
name = '%s_%s' % (xwhat, ywhat)
with r.plot(name) as pylab:
with figure_style1(pylab):
plot_axis(pylab, results, what_to_plot_res, colors, xwhat, ywhat,
marker=marker_res)
set_axis_colors(pylab, color_resources, color_resources)
qqueries = [ [ x ] for x in queries]
for xwhat, ywhat in itertools.combinations(what_to_plot_fun, 2):
name = '%s_%s' % (xwhat, ywhat)
with r.plot(name) as pylab:
with figure_style1(pylab):
plot_axis(pylab, qqueries, what_to_plot_fun, colors, xwhat, ywhat,
marker=marker_fun)
set_axis_colors(pylab, color_functions, color_functions)
for xwhat in what_to_plot_fun:
for ywhat in what_to_plot_res:
name = '%s_%s' % (xwhat, ywhat)
with r.plot(name) as pylab:
with figure_style1(pylab):
for fun, res, color in zip(qqueries, results, colors):
x = to_numpy_array(what_to_plot_fun, fun)[xwhat]
y = to_numpy_array(what_to_plot_res, res)[ywhat]
if len(y) == 0: # unfeasible
pylab.plot(x, 0, 'x', color='black')
elif len(x) == 1 and len(y) > 1:
xs = [x[0]] * len(y)
pylab.plot(xs, y, marker_joint, color=color)
else:
print x, y
pylab.plot(x, y, marker_joint, color=color)
set_axis_colors(pylab, color_functions, color_resources)
pylab.xlabel(axis_label(what_to_plot_fun, xwhat))
pylab.ylabel(axis_label(what_to_plot_res, ywhat))
def get_value(data, field):
for res in data['results']:
a = to_numpy_array({field: 'kg'}, res)
if len(a):
a = min(a[field])
else:
a = None
yield a
def get_value(data, field):
for res in data['results']:
a = to_numpy_array({field: 'kg'}, res)
if len(a):
a = min(a[field])
else:
a = None
yield a
def plot_axis(pylab, results, what_to_plot, colors, xwhat, ywhat, marker):
for res, color in zip(results, colors):
a = to_numpy_array(what_to_plot, res)
x = a[xwhat]
y = a[ywhat]
pylab.plot(x, y, marker, color=color)
pylab.xlabel(axis_label(what_to_plot, xwhat))
pylab.ylabel(axis_label(what_to_plot, ywhat))
def plot_axis(pylab, results, what_to_plot, colors, xwhat, ywhat, marker):
for res, color in zip(results, colors):
a = to_numpy_array(what_to_plot, res)
x = a[xwhat]
y = a[ywhat]
pylab.plot(x, y, marker, color=color)
pylab.xlabel(axis_label(what_to_plot, xwhat))
pylab.ylabel(axis_label(what_to_plot, ywhat))