def scatter(self, x, y, s, ax=None, fancy=False, **kwargs):
""" takes data coordinate x, y and plot them to a data coordinate axes,
s is the radius in data units.
When fancy is True, apply a radient filter so that the
edge is blent into the background; better with marker='o' or marker='+'. """
X, Y, S = numpy.asarray([x, y, s])
if ax is None: ax=self.default_axes
def filter(image, dpi):
# this is problematic if the marker is clipped.
if image.shape[0] <=1 and image.shape[1] <=1: return image
xgrad = 1.0 \
- numpy.fabs(numpy.linspace(0, 2,
image.shape[0], endpoint=True) - 1.0)
ygrad = 1.0 \
- numpy.fabs(numpy.linspace(0, 2,
image.shape[1], endpoint=True) - 1.0)
image[..., 3] *= xgrad[:, None] ** 0.5
image[..., 3] *= ygrad[None, :] ** 0.5
return image, 0, 0
marker = kwargs.pop('marker', 'x')
verts = kwargs.pop('verts', None)
# to be API compatible
if marker is None and not (verts is None):
marker = (verts, 0)
verts = None
objs = []
color = kwargs.pop('color', None)
edgecolor = kwargs.pop('edgecolor', None)
linewidth = kwargs.pop('linewidth', kwargs.pop('lw', None))
marker_obj = MarkerStyle(marker)
if not marker_obj.is_filled():
edgecolor = color
for x,y,r in numpy.nditer([X, Y, S], flags=['zerosize_ok']):
path = marker_obj.get_path().transformed(
marker_obj.get_transform().scale(r).translate(x, y))
obj = PathPatch(
path,
facecolor = color,
edgecolor = edgecolor,
linewidth = linewidth,
transform = ax.transData,
)
obj.set_alpha(1.0)
if fancy:
obj.set_agg_filter(filter)
obj.rasterized = True
objs += [obj]
ax.add_artist(obj)
ax.autoscale_view()
return objs
def _html_args(self):
transform = self.line.get_transform() - self.ax.transData
data = transform.transform(self.line.get_xydata()).tolist()
markerstyle = MarkerStyle(self.line.get_marker())
markersize = self.line.get_markersize()
markerpath = path_data(markerstyle.get_path(),
(markerstyle.get_transform()
+ Affine2D().scale(markersize, -markersize)))
return dict(lineid=self.lineid,
data=json.dumps(data),
markerpath=json.dumps(markerpath))
def get_marker_style(line):
"""Get the style dictionary for matplotlib marker objects"""
style = {}
style["alpha"] = line.get_alpha()
if style["alpha"] is None:
style["alpha"] = 1
style["facecolor"] = color_to_hex(line.get_markerfacecolor())
style["edgecolor"] = color_to_hex(line.get_markeredgecolor())
style["edgewidth"] = line.get_markeredgewidth()
style["marker"] = line.get_marker()
markerstyle = MarkerStyle(line.get_marker())
markersize = line.get_markersize()
markertransform = markerstyle.get_transform() + Affine2D().scale(markersize, -markersize)
style["markerpath"] = SVG_path(markerstyle.get_path(), markertransform)
style["markersize"] = markersize
style["zorder"] = line.get_zorder()
return style
def get_marker_style(line):
"""Get the style dictionary for matplotlib marker objects"""
style = {}
style['alpha'] = line.get_alpha()
if style['alpha'] is None:
style['alpha'] = 1
style['facecolor'] = export_color(line.get_markerfacecolor())
style['edgecolor'] = export_color(line.get_markeredgecolor())
style['edgewidth'] = line.get_markeredgewidth()
style['marker'] = line.get_marker()
markerstyle = MarkerStyle(line.get_marker())
markersize = line.get_markersize()
markertransform = (markerstyle.get_transform()
+ Affine2D().scale(markersize, -markersize))
style['markerpath'] = SVG_path(markerstyle.get_path(),
markertransform)
style['markersize'] = markersize
style['zorder'] = line.get_zorder()
return style
def get_line_style(line):
"""Get the style dictionary for matplotlib Line2D objects."""
style = {}
style['alpha'] = line.get_alpha()
if style['alpha'] is None:
style['alpha'] = 1
style['color'] = color_to_hex(line.get_color())
style['linewidth'] = line.get_linewidth()
style['dasharray'] = get_dasharray(line)
style['facecolor'] = color_to_hex(line.get_markerfacecolor())
style['edgecolor'] = color_to_hex(line.get_markeredgecolor())
style['edgewidth'] = line.get_markeredgewidth()
style['marker'] = line.get_marker()
markerstyle = MarkerStyle(line.get_marker())
markersize = line.get_markersize()
markertransform = (markerstyle.get_transform()
+ Affine2D().scale(markersize, -markersize))
style['markerpath'] = SVG_path(markerstyle.get_path(), markertransform)
style['markersize'] = markersize
style['zorder'] = line.get_zorder()
return style
def update_from(self, other):
"copy properties from other to self"
Artist.update_from(self, other)
self._linestyle = other._linestyle
self._linewidth = other._linewidth
self._color = other._color
self._markersize = other._markersize
self._markerfacecolor = other._markerfacecolor
self._markerfacecoloralt = other._markerfacecoloralt
self._markeredgecolor = other._markeredgecolor
self._markeredgewidth = other._markeredgewidth
self._dashSeq = other._dashSeq
self._dashcapstyle = other._dashcapstyle
self._dashjoinstyle = other._dashjoinstyle
self._solidcapstyle = other._solidcapstyle
self._solidjoinstyle = other._solidjoinstyle
self._linestyle = other._linestyle
self._marker = MarkerStyle(other._marker.get_marker(), other._marker.get_fillstyle())
self._drawstyle = other._drawstyle
# Now go through each set of y values
final_y_values = list()
final_x_values = list()
legend_needed = True
line_label = legend_list[i]
marker_list = marker_str.split(',')
if len(marker_list) <= i:
final_marker = self.ATTR_MARKER_DEFAULT
else:
final_marker = marker_list[i].strip()
# check marker
marker_style = MarkerStyle()
try:
marker_style.set_marker(final_marker)
except Exception,e:
final_marker = ''
# line width
line_width_list = line_width_str.split(',')
if len(line_width_list) > i:
final_line_width = line_width_list[i]
else:
final_line_width = '1'
try:
final_line_width = float(final_line_width)
except Exception, e:
vectors = pd.read_csv('vectors.csv')
types = vectors['Attribute']
x = vectors['V1']
y = vectors['V2']
fig, ax = plt.subplots()
ax.set_title('2-dimensional metadata embeddings', fontsize=18)
ax.set_xlabel('Feature 1', fontsize=14)
ax.set_ylabel('Feature 2', fontsize=12)
ax.scatter(x,
y,
color='r',
alpha=0.7,
marker=MarkerStyle(marker='x', fillstyle=None))
for i, txt in enumerate(types):
ax.annotate(txt, (x[i], y[i]), fontsize=6)
# inset axes....
axins = ax.inset_axes([0.7, 0.6, 0.4, 0.5])
axins.scatter(x, y, color='r', marker=MarkerStyle(marker='x', fillstyle=None))
for i, txt in enumerate(types):
axins.annotate(txt, (x[i], y[i]), fontsize=8)
# sub region of the original image
x1, x2, y1, y2 = -0.3, -0.1, -0.02, 0.23
axins.set_xlim(x1, x2)
axins.set_ylim(y1, y2)
axins.set_xticklabels('')
axins.set_yticklabels('')
class Line2D(Artist):
"""
A line - the line can have both a solid linestyle connecting all
the vertices, and a marker at each vertex. Additionally, the
drawing of the solid line is influenced by the drawstyle, e.g., one
can create "stepped" lines in various styles.
"""
lineStyles = _lineStyles = { # hidden names deprecated
'-': '_draw_solid',
'--': '_draw_dashed',
'-.': '_draw_dash_dot',
':': '_draw_dotted',
'None': '_draw_nothing',
' ': '_draw_nothing',
'': '_draw_nothing',
}
_drawStyles_l = {
'default': '_draw_lines',
'steps-mid': '_draw_steps_mid',
'steps-pre': '_draw_steps_pre',
'steps-post': '_draw_steps_post',
}
_drawStyles_s = {
'steps': '_draw_steps_pre',
}
drawStyles = {}
drawStyles.update(_drawStyles_l)
drawStyles.update(_drawStyles_s)
# Need a list ordered with long names first:
drawStyleKeys = (list(six.iterkeys(_drawStyles_l)) +
list(six.iterkeys(_drawStyles_s)))
# Referenced here to maintain API. These are defined in
# MarkerStyle
markers = MarkerStyle.markers
filled_markers = MarkerStyle.filled_markers
fillStyles = MarkerStyle.fillstyles
zorder = 2
validCap = ('butt', 'round', 'projecting')
validJoin = ('miter', 'round', 'bevel')
def __str__(self):
if self._label != "":
return "Line2D(%s)" % (self._label)
elif self._x is None:
return "Line2D()"
elif len(self._x) > 3:
return "Line2D((%g,%g),(%g,%g),...,(%g,%g))"\
% (self._x[0], self._y[0], self._x[0],
self._y[0], self._x[-1], self._y[-1])
else:
return "Line2D(%s)"\
% (",".join(["(%g,%g)" % (x, y) for x, y
in zip(self._x, self._y)]))
def __init__(self, xdata, ydata,
linewidth=None, # all Nones default to rc
linestyle=None,
color=None,
marker=None,
markersize=None,
markeredgewidth=None,
markeredgecolor=None,
markerfacecolor=None,
markerfacecoloralt='none',
fillstyle=None,
antialiased=None,
dash_capstyle=None,
solid_capstyle=None,
dash_joinstyle=None,
solid_joinstyle=None,
pickradius=5,
drawstyle=None,
markevery=None,
**kwargs
):
"""
Create a :class:`~matplotlib.lines.Line2D` instance with *x*
and *y* data in sequences *xdata*, *ydata*.
The kwargs are :class:`~matplotlib.lines.Line2D` properties:
%(Line2D)s
See :meth:`set_linestyle` for a decription of the line styles,
:meth:`set_marker` for a description of the markers, and
:meth:`set_drawstyle` for a description of the draw styles.
"""
Artist.__init__(self)
#convert sequences to numpy arrays
if not iterable(xdata):
raise RuntimeError('xdata must be a sequence')
if not iterable(ydata):
raise RuntimeError('ydata must be a sequence')
if linewidth is None:
linewidth = rcParams['lines.linewidth']
if linestyle is None:
linestyle = rcParams['lines.linestyle']
if marker is None:
marker = rcParams['lines.marker']
if color is None:
color = rcParams['lines.color']
if markersize is None:
markersize = rcParams['lines.markersize']
if antialiased is None:
antialiased = rcParams['lines.antialiased']
if dash_capstyle is None:
dash_capstyle = rcParams['lines.dash_capstyle']
if dash_joinstyle is None:
dash_joinstyle = rcParams['lines.dash_joinstyle']
if solid_capstyle is None:
solid_capstyle = rcParams['lines.solid_capstyle']
if solid_joinstyle is None:
solid_joinstyle = rcParams['lines.solid_joinstyle']
if drawstyle is None:
drawstyle = 'default'
self._dashcapstyle = None
self._dashjoinstyle = None
self._solidjoinstyle = None
self._solidcapstyle = None
self.set_dash_capstyle(dash_capstyle)
self.set_dash_joinstyle(dash_joinstyle)
self.set_solid_capstyle(solid_capstyle)
self.set_solid_joinstyle(solid_joinstyle)
self._linestyles = None
self._drawstyle = None
self._linewidth = None
self._dashSeq = None
self._dashOffset = 0
self.set_linestyle(linestyle)
self.set_drawstyle(drawstyle)
self.set_linewidth(linewidth)
self._color = None
self.set_color(color)
self._marker = MarkerStyle()
self.set_marker(marker)
self._markevery = None
self._markersize = None
self._antialiased = None
self.set_markevery(markevery)
self.set_antialiased(antialiased)
self.set_markersize(markersize)
self._markeredgecolor = None
self._markeredgewidth = None
self._markerfacecolor = None
self._markerfacecoloralt = None
self.set_markerfacecolor(markerfacecolor)
self.set_markerfacecoloralt(markerfacecoloralt)
self.set_markeredgecolor(markeredgecolor)
self.set_markeredgewidth(markeredgewidth)
self.set_fillstyle(fillstyle)
self.verticalOffset = None
# update kwargs before updating data to give the caller a
# chance to init axes (and hence unit support)
self.update(kwargs)
self.pickradius = pickradius
self.ind_offset = 0
if is_numlike(self._picker):
self.pickradius = self._picker
self._xorig = np.asarray([])
self._yorig = np.asarray([])
self._invalidx = True
self._invalidy = True
self._x = None
self._y = None
self._xy = None
self._path = None
self._transformed_path = None
self._subslice = False
self._x_filled = None # used in subslicing; only x is needed
self.set_data(xdata, ydata)
def __getstate__(self):
state = super(Line2D, self).__getstate__()
# _linefunc will be restored on draw time.
state.pop('_lineFunc', None)
return state
def contains(self, mouseevent):
"""
Test whether the mouse event occurred on the line. The pick
radius determines the precision of the location test (usually
within five points of the value). Use
:meth:`~matplotlib.lines.Line2D.get_pickradius` or
:meth:`~matplotlib.lines.Line2D.set_pickradius` to view or
modify it.
Returns *True* if any values are within the radius along with
``{'ind': pointlist}``, where *pointlist* is the set of points
within the radius.
TODO: sort returned indices by distance
"""
if six.callable(self._contains):
return self._contains(self, mouseevent)
if not is_numlike(self.pickradius):
raise ValueError("pick radius should be a distance")
# Make sure we have data to plot
if self._invalidy or self._invalidx:
self.recache()
if len(self._xy) == 0:
return False, {}
# Convert points to pixels
transformed_path = self._get_transformed_path()
path, affine = transformed_path.get_transformed_path_and_affine()
path = affine.transform_path(path)
xy = path.vertices
xt = xy[:, 0]
yt = xy[:, 1]
# Convert pick radius from points to pixels
if self.figure is None:
warnings.warn('no figure set when check if mouse is on line')
pixels = self.pickradius
else:
pixels = self.figure.dpi / 72. * self.pickradius
# the math involved in checking for containment (here and inside of
# segment_hits) assumes that it is OK to overflow. In case the
# application has set the error flags such that an exception is raised
# on overflow, we temporarily set the appropriate error flags here and
# set them back when we are finished.
olderrflags = np.seterr(all='ignore')
try:
# Check for collision
if self._linestyle in ['None', None]:
# If no line, return the nearby point(s)
d = (xt - mouseevent.x) ** 2 + (yt - mouseevent.y) ** 2
ind, = np.nonzero(np.less_equal(d, pixels ** 2))
else:
# If line, return the nearby segment(s)
ind = segment_hits(mouseevent.x, mouseevent.y, xt, yt, pixels)
finally:
np.seterr(**olderrflags)
ind += self.ind_offset
# Debugging message
if False and self._label != '':
print("Checking line", self._label,
"at", mouseevent.x, mouseevent.y)
print('xt', xt)
print('yt', yt)
#print 'dx,dy', (xt-mouseevent.x)**2., (yt-mouseevent.y)**2.
print('ind', ind)
# Return the point(s) within radius
return len(ind) > 0, dict(ind=ind)
def get_pickradius(self):
"""return the pick radius used for containment tests"""
return self.pickradius
def set_pickradius(self, d):
"""Sets the pick radius used for containment tests
ACCEPTS: float distance in points
"""
self.pickradius = d
def get_fillstyle(self):
"""
return the marker fillstyle
"""
return self._marker.get_fillstyle()
def set_fillstyle(self, fs):
"""
Set the marker fill style; 'full' means fill the whole marker.
'none' means no filling; other options are for half-filled markers.
ACCEPTS: ['full' | 'left' | 'right' | 'bottom' | 'top' | 'none']
"""
self._marker.set_fillstyle(fs)
self.stale = True
def set_markevery(self, every):
"""Set the markevery property to subsample the plot when using markers.
e.g., if `every=5`, every 5-th marker will be plotted.
ACCEPTS: [None | int | length-2 tuple of int | slice |
list/array of int | float | length-2 tuple of float]
Parameters
----------
every: None | int | length-2 tuple of int | slice | list/array of int |
float | length-2 tuple of float
Which markers to plot.
- every=None, every point will be plotted.
- every=N, every N-th marker will be plotted starting with
marker 0.
- every=(start, N), every N-th marker, starting at point
start, will be plotted.
- every=slice(start, end, N), every N-th marker, starting at
point start, upto but not including point end, will be plotted.
- every=[i, j, m, n], only markers at points i, j, m, and n
will be plotted.
- every=0.1, (i.e. a float) then markers will be spaced at
approximately equal distances along the line; the distance
along the line between markers is determined by multiplying the
display-coordinate distance of the axes bounding-box diagonal
by the value of every.
- every=(0.5, 0.1) (i.e. a length-2 tuple of float), the
same functionality as every=0.1 is exhibited but the first
marker will be 0.5 multiplied by the
display-cordinate-diagonal-distance along the line.
Notes
-----
Setting the markevery property will only show markers at actual data
points. When using float arguments to set the markevery property
on irregularly spaced data, the markers will likely not appear evenly
spaced because the actual data points do not coincide with the
theoretical spacing between markers.
When using a start offset to specify the first marker, the offset will
be from the first data point which may be different from the first
the visible data point if the plot is zoomed in.
If zooming in on a plot when using float arguments then the actual
data points that have markers will change because the distance between
markers is always determined from the display-coordinates
axes-bounding-box-diagonal regardless of the actual axes data limits.
"""
if self._markevery != every:
self.stale = True
self._markevery = every
def get_markevery(self):
"""return the markevery setting"""
return self._markevery
def set_picker(self, p):
"""Sets the event picker details for the line.
ACCEPTS: float distance in points or callable pick function
``fn(artist, event)``
"""
if six.callable(p):
self._contains = p
else:
self.pickradius = p
self._picker = p
def get_window_extent(self, renderer):
bbox = Bbox([[0, 0], [0, 0]])
trans_data_to_xy = self.get_transform().transform
bbox.update_from_data_xy(trans_data_to_xy(self.get_xydata()),
ignore=True)
# correct for marker size, if any
if self._marker:
ms = (self._markersize / 72.0 * self.figure.dpi) * 0.5
bbox = bbox.padded(ms)
return bbox
@Artist.axes.setter
def axes(self, ax):
# call the set method from the base-class property
Artist.axes.fset(self, ax)
if ax is not None:
# connect unit-related callbacks
if ax.xaxis is not None:
self._xcid = ax.xaxis.callbacks.connect('units',
self.recache_always)
if ax.yaxis is not None:
self._ycid = ax.yaxis.callbacks.connect('units',
self.recache_always)
def set_data(self, *args):
"""
Set the x and y data
ACCEPTS: 2D array (rows are x, y) or two 1D arrays
"""
if len(args) == 1:
x, y = args[0]
else:
x, y = args
self.set_xdata(x)
self.set_ydata(y)
def recache_always(self):
self.recache(always=True)
def recache(self, always=False):
if always or self._invalidx:
xconv = self.convert_xunits(self._xorig)
if ma.isMaskedArray(self._xorig):
x = ma.asarray(xconv, np.float_).filled(np.nan)
else:
x = np.asarray(xconv, np.float_)
x = x.ravel()
else:
x = self._x
if always or self._invalidy:
yconv = self.convert_yunits(self._yorig)
if ma.isMaskedArray(self._yorig):
y = ma.asarray(yconv, np.float_).filled(np.nan)
else:
y = np.asarray(yconv, np.float_)
y = y.ravel()
else:
y = self._y
if len(x) == 1 and len(y) > 1:
x = x * np.ones(y.shape, np.float_)
if len(y) == 1 and len(x) > 1:
y = y * np.ones(x.shape, np.float_)
if len(x) != len(y):
raise RuntimeError('xdata and ydata must be the same length')
self._xy = np.empty((len(x), 2), dtype=np.float_)
self._xy[:, 0] = x
self._xy[:, 1] = y
self._x = self._xy[:, 0] # just a view
self._y = self._xy[:, 1] # just a view
self._subslice = False
if (self.axes and len(x) > 1000 and self._is_sorted(x) and
self.axes.name == 'rectilinear' and
self.axes.get_xscale() == 'linear' and
self._markevery is None and
self.get_clip_on() is True):
self._subslice = True
nanmask = np.isnan(x)
if nanmask.any():
self._x_filled = self._x.copy()
indices = np.arange(len(x))
self._x_filled[nanmask] = np.interp(indices[nanmask],
indices[~nanmask], self._x[~nanmask])
else:
self._x_filled = self._x
if self._path is not None:
interpolation_steps = self._path._interpolation_steps
else:
interpolation_steps = 1
self._path = Path(self._xy, None, interpolation_steps)
self._transformed_path = None
self._invalidx = False
self._invalidy = False
def _transform_path(self, subslice=None):
"""
Puts a TransformedPath instance at self._transformed_path;
all invalidation of the transform is then handled by the
TransformedPath instance.
"""
# Masked arrays are now handled by the Path class itself
if subslice is not None:
_steps = self._path._interpolation_steps
_path = Path(self._xy[subslice, :], _interpolation_steps=_steps)
else:
_path = self._path
self._transformed_path = TransformedPath(_path, self.get_transform())
def _get_transformed_path(self):
"""
Return the :class:`~matplotlib.transforms.TransformedPath` instance
of this line.
"""
if self._transformed_path is None:
self._transform_path()
return self._transformed_path
def set_transform(self, t):
"""
set the Transformation instance used by this artist
ACCEPTS: a :class:`matplotlib.transforms.Transform` instance
"""
Artist.set_transform(self, t)
self._invalidx = True
self._invalidy = True
self.stale = True
def _is_sorted(self, x):
"""return True if x is sorted in ascending order"""
# We don't handle the monotonically decreasing case.
return _path.is_sorted(x)
@allow_rasterization
def draw(self, renderer):
"""draw the Line with `renderer` unless visibility is False"""
if not self.get_visible():
return
if self._invalidy or self._invalidx:
self.recache()
self.ind_offset = 0 # Needed for contains() method.
if self._subslice and self.axes:
x0, x1 = self.axes.get_xbound()
i0, = self._x_filled.searchsorted([x0], 'left')
i1, = self._x_filled.searchsorted([x1], 'right')
subslice = slice(max(i0 - 1, 0), i1 + 1)
self.ind_offset = subslice.start
self._transform_path(subslice)
transf_path = self._get_transformed_path()
if self.get_path_effects():
from matplotlib.patheffects import PathEffectRenderer
renderer = PathEffectRenderer(self.get_path_effects(), renderer)
renderer.open_group('line2d', self.get_gid())
funcname = self._lineStyles.get(self._linestyle, '_draw_nothing')
if funcname != '_draw_nothing':
tpath, affine = transf_path.get_transformed_path_and_affine()
if len(tpath.vertices):
self._lineFunc = getattr(self, funcname)
funcname = self.drawStyles.get(self._drawstyle, '_draw_lines')
drawFunc = getattr(self, funcname)
gc = renderer.new_gc()
self._set_gc_clip(gc)
ln_color_rgba = self._get_rgba_ln_color()
gc.set_foreground(ln_color_rgba, isRGBA=True)
gc.set_alpha(ln_color_rgba[3])
gc.set_antialiased(self._antialiased)
gc.set_linewidth(self._linewidth)
if self.is_dashed():
cap = self._dashcapstyle
join = self._dashjoinstyle
else:
cap = self._solidcapstyle
join = self._solidjoinstyle
gc.set_joinstyle(join)
gc.set_capstyle(cap)
gc.set_snap(self.get_snap())
if self.get_sketch_params() is not None:
gc.set_sketch_params(*self.get_sketch_params())
drawFunc(renderer, gc, tpath, affine.frozen())
gc.restore()
if self._marker and self._markersize > 0:
gc = renderer.new_gc()
self._set_gc_clip(gc)
rgbaFace = self._get_rgba_face()
rgbaFaceAlt = self._get_rgba_face(alt=True)
edgecolor = self.get_markeredgecolor()
if is_string_like(edgecolor) and edgecolor.lower() == 'none':
gc.set_linewidth(0)
gc.set_foreground(rgbaFace, isRGBA=True)
else:
gc.set_foreground(edgecolor)
gc.set_linewidth(self._markeredgewidth)
mec = self._markeredgecolor
if (is_string_like(mec) and mec == 'auto' and
rgbaFace is not None):
gc.set_alpha(rgbaFace[3])
else:
gc.set_alpha(self.get_alpha())
marker = self._marker
tpath, affine = transf_path.get_transformed_points_and_affine()
if len(tpath.vertices):
# subsample the markers if markevery is not None
markevery = self.get_markevery()
if markevery is not None:
subsampled = _mark_every_path(markevery, tpath,
affine, self.axes.transAxes)
else:
subsampled = tpath
snap = marker.get_snap_threshold()
if type(snap) == float:
snap = renderer.points_to_pixels(self._markersize) >= snap
gc.set_snap(snap)
gc.set_joinstyle(marker.get_joinstyle())
gc.set_capstyle(marker.get_capstyle())
marker_path = marker.get_path()
marker_trans = marker.get_transform()
w = renderer.points_to_pixels(self._markersize)
if marker.get_marker() != ',':
# Don't scale for pixels, and don't stroke them
marker_trans = marker_trans.scale(w)
else:
gc.set_linewidth(0)
renderer.draw_markers(gc, marker_path, marker_trans,
subsampled, affine.frozen(),
rgbaFace)
alt_marker_path = marker.get_alt_path()
if alt_marker_path:
alt_marker_trans = marker.get_alt_transform()
alt_marker_trans = alt_marker_trans.scale(w)
if (is_string_like(mec) and mec == 'auto' and
rgbaFaceAlt is not None):
gc.set_alpha(rgbaFaceAlt[3])
else:
gc.set_alpha(self.get_alpha())
renderer.draw_markers(
gc, alt_marker_path, alt_marker_trans, subsampled,
affine.frozen(), rgbaFaceAlt)
gc.restore()
renderer.close_group('line2d')
self.stale = False
def get_antialiased(self):
return self._antialiased
def get_color(self):
return self._color
def get_drawstyle(self):
return self._drawstyle
def get_linestyle(self):
return self._linestyle
def get_linewidth(self):
return self._linewidth
def get_marker(self):
return self._marker.get_marker()
def get_markeredgecolor(self):
mec = self._markeredgecolor
if (is_string_like(mec) and mec == 'auto'):
if rcParams['_internal.classic_mode']:
if self._marker.get_marker() in ('.', ','):
return self._color
if self._marker.is_filled() and self.get_fillstyle() != 'none':
return 'k' # Bad hard-wired default...
return self._color
else:
return mec
def get_markeredgewidth(self):
return self._markeredgewidth
def _get_markerfacecolor(self, alt=False):
if alt:
fc = self._markerfacecoloralt
else:
fc = self._markerfacecolor
if (is_string_like(fc) and fc.lower() == 'auto'):
if self.get_fillstyle() == 'none':
return 'none'
else:
return self._color
else:
return fc
def get_markerfacecolor(self):
return self._get_markerfacecolor(alt=False)
def get_markerfacecoloralt(self):
return self._get_markerfacecolor(alt=True)
def get_markersize(self):
return self._markersize
def get_data(self, orig=True):
"""
Return the xdata, ydata.
If *orig* is *True*, return the original data.
"""
return self.get_xdata(orig=orig), self.get_ydata(orig=orig)
def get_xdata(self, orig=True):
"""
Return the xdata.
If *orig* is *True*, return the original data, else the
processed data.
"""
if orig:
return self._xorig
if self._invalidx:
self.recache()
return self._x
def get_ydata(self, orig=True):
"""
Return the ydata.
If *orig* is *True*, return the original data, else the
processed data.
"""
if orig:
return self._yorig
if self._invalidy:
self.recache()
return self._y
def get_path(self):
"""
Return the :class:`~matplotlib.path.Path` object associated
with this line.
"""
if self._invalidy or self._invalidx:
self.recache()
return self._path
def get_xydata(self):
"""
Return the *xy* data as a Nx2 numpy array.
"""
if self._invalidy or self._invalidx:
self.recache()
return self._xy
def set_antialiased(self, b):
"""
True if line should be drawin with antialiased rendering
ACCEPTS: [True | False]
"""
if self._antialiased != b:
self.stale = True
self._antialiased = b
def set_color(self, color):
"""
Set the color of the line
ACCEPTS: any matplotlib color
"""
self._color = color
self.stale = True
def set_drawstyle(self, drawstyle):
"""
Set the drawstyle of the plot
'default' connects the points with lines. The steps variants
produce step-plots. 'steps' is equivalent to 'steps-pre' and
is maintained for backward-compatibility.
ACCEPTS: ['default' | 'steps' | 'steps-pre' | 'steps-mid' |
'steps-post']
"""
if drawstyle is None:
drawstyle = 'default'
if drawstyle not in self.drawStyles:
raise ValueError('Unrecognized drawstyle ' +
' '.join(self.drawStyleKeys))
if self._drawstyle != drawstyle:
self.stale = True
self._drawstyle = drawstyle
def set_linewidth(self, w):
"""
Set the line width in points
ACCEPTS: float value in points
"""
w = float(w)
if self._linewidth != w:
self.stale = True
self._linewidth = w
def set_linestyle(self, ls):
"""
Set the linestyle of the line (also accepts drawstyles,
e.g., ``'steps--'``)
=========================== =================
linestyle description
=========================== =================
``'-'`` or ``'solid'`` solid line
``'--'`` or ``'dashed'`` dashed line
``'-.'`` or ``'dashdot'`` dash-dotted line
``':'`` or ``'dotted'`` dotted line
``'None'`` draw nothing
``' '`` draw nothing
``''`` draw nothing
=========================== =================
'steps' is equivalent to 'steps-pre' and is maintained for
backward-compatibility.
Alternatively a dash tuple of the following form can be provided::
(offset, onoffseq),
where ``onoffseq`` is an even length tuple of on and off ink
in points.
ACCEPTS: ['solid' | 'dashed', 'dashdot', 'dotted' |
(offset, on-off-dash-seq) |
``'-'`` | ``'--'`` | ``'-.'`` | ``':'`` | ``'None'`` |
``' '`` | ``''``]
.. seealso::
:meth:`set_drawstyle`
To set the drawing style (stepping) of the plot.
Parameters
----------
ls : { '-', '--', '-.', ':'} and more see description
The line style.
"""
if not is_string_like(ls):
if len(ls) != 2:
raise ValueError()
self.set_dashes(ls[1])
self._dashOffset = ls[0]
self._linestyle = "--"
return
for ds in self.drawStyleKeys: # long names are first in the list
if ls.startswith(ds):
self.set_drawstyle(ds)
if len(ls) > len(ds):
ls = ls[len(ds):]
else:
ls = '-'
break
if ls in [' ', '', 'none']:
ls = 'None'
if ls not in self._lineStyles:
try:
ls = ls_mapper_r[ls]
except KeyError:
raise ValueError(("You passed in an invalid linestyle, "
"`{0}`. See "
"docs of Line2D.set_linestyle for "
"valid values.").format(ls))
self._linestyle = ls
@docstring.dedent_interpd
def set_marker(self, marker):
"""
Set the line marker
ACCEPTS: :mod:`A valid marker style <matplotlib.markers>`
Parameters
-----------
marker: marker style
See `~matplotlib.markers` for full description of possible
argument
"""
self._marker.set_marker(marker)
self.stale = True
def set_markeredgecolor(self, ec):
"""
Set the marker edge color
ACCEPTS: any matplotlib color
"""
if ec is None:
ec = 'auto'
if self._markeredgecolor != ec:
self.stale = True
self._markeredgecolor = ec
def set_markeredgewidth(self, ew):
"""
Set the marker edge width in points
ACCEPTS: float value in points
"""
if ew is None:
ew = rcParams['lines.markeredgewidth']
if self._markeredgewidth != ew:
self.stale = True
self._markeredgewidth = ew
def set_markerfacecolor(self, fc):
"""
Set the marker face color.
ACCEPTS: any matplotlib color
"""
if fc is None:
fc = 'auto'
if self._markerfacecolor != fc:
self.stale = True
self._markerfacecolor = fc
def set_markerfacecoloralt(self, fc):
"""
Set the alternate marker face color.
ACCEPTS: any matplotlib color
"""
if fc is None:
fc = 'auto'
if self._markerfacecoloralt != fc:
self.stale = True
self._markerfacecoloralt = fc
def set_markersize(self, sz):
"""
Set the marker size in points
ACCEPTS: float
"""
sz = float(sz)
if self._markersize != sz:
self.stale = True
self._markersize = sz
def set_xdata(self, x):
"""
Set the data np.array for x
ACCEPTS: 1D array
"""
self._xorig = x
self._invalidx = True
self.stale = True
def set_ydata(self, y):
"""
Set the data np.array for y
ACCEPTS: 1D array
"""
self._yorig = y
self._invalidy = True
self.stale = True
def set_dashes(self, seq):
"""
Set the dash sequence, sequence of dashes with on off ink in
points. If seq is empty or if seq = (None, None), the
linestyle will be set to solid.
ACCEPTS: sequence of on/off ink in points
"""
if seq == (None, None) or len(seq) == 0:
self.set_linestyle('-')
else:
self.set_linestyle('--')
if self._dashSeq != seq:
self.stale = True
self._dashSeq = seq # TODO: offset ignored for now
def _draw_lines(self, renderer, gc, path, trans):
self._lineFunc(renderer, gc, path, trans)
def _draw_steps_pre(self, renderer, gc, path, trans):
steps = np.vstack(pts_to_prestep(*self._xy.T)).T
path = Path(steps)
path = path.transformed(self.get_transform())
self._lineFunc(renderer, gc, path, IdentityTransform())
def _draw_steps_post(self, renderer, gc, path, trans):
steps = np.vstack(pts_to_poststep(*self._xy.T)).T
path = Path(steps)
path = path.transformed(self.get_transform())
self._lineFunc(renderer, gc, path, IdentityTransform())
def _draw_steps_mid(self, renderer, gc, path, trans):
steps = np.vstack(pts_to_midstep(*self._xy.T)).T
path = Path(steps)
path = path.transformed(self.get_transform())
self._lineFunc(renderer, gc, path, IdentityTransform())
def _draw_solid(self, renderer, gc, path, trans):
gc.set_linestyle('solid')
renderer.draw_path(gc, path, trans)
def _draw_dashed(self, renderer, gc, path, trans):
gc.set_linestyle('dashed')
if self._dashSeq is not None:
gc.set_dashes(self._dashOffset, self._dashSeq)
renderer.draw_path(gc, path, trans)
def _draw_dash_dot(self, renderer, gc, path, trans):
gc.set_linestyle('dashdot')
renderer.draw_path(gc, path, trans)
def _draw_dotted(self, renderer, gc, path, trans):
gc.set_linestyle('dotted')
renderer.draw_path(gc, path, trans)
def update_from(self, other):
"""copy properties from other to self"""
Artist.update_from(self, other)
self._linestyle = other._linestyle
self._linewidth = other._linewidth
self._color = other._color
self._markersize = other._markersize
self._markerfacecolor = other._markerfacecolor
self._markerfacecoloralt = other._markerfacecoloralt
self._markeredgecolor = other._markeredgecolor
self._markeredgewidth = other._markeredgewidth
self._dashSeq = other._dashSeq
self._dashOffset = other._dashOffset
self._dashcapstyle = other._dashcapstyle
self._dashjoinstyle = other._dashjoinstyle
self._solidcapstyle = other._solidcapstyle
self._solidjoinstyle = other._solidjoinstyle
self._linestyle = other._linestyle
self._marker = MarkerStyle(other._marker.get_marker(),
other._marker.get_fillstyle())
self._drawstyle = other._drawstyle
def _get_rgba_face(self, alt=False):
facecolor = self._get_markerfacecolor(alt=alt)
if is_string_like(facecolor) and facecolor.lower() == 'none':
rgbaFace = None
else:
rgbaFace = mcolors.to_rgba(facecolor, self._alpha)
return rgbaFace
def _get_rgba_ln_color(self, alt=False):
return mcolors.to_rgba(self._color, self._alpha)
# some aliases....
def set_aa(self, val):
'alias for set_antialiased'
self.set_antialiased(val)
def set_c(self, val):
'alias for set_color'
self.set_color(val)
def set_ls(self, val):
"""alias for set_linestyle"""
self.set_linestyle(val)
def set_lw(self, val):
"""alias for set_linewidth"""
self.set_linewidth(val)
def set_mec(self, val):
"""alias for set_markeredgecolor"""
self.set_markeredgecolor(val)
def set_mew(self, val):
"""alias for set_markeredgewidth"""
self.set_markeredgewidth(val)
def set_mfc(self, val):
"""alias for set_markerfacecolor"""
self.set_markerfacecolor(val)
def set_mfcalt(self, val):
"""alias for set_markerfacecoloralt"""
self.set_markerfacecoloralt(val)
def set_ms(self, val):
"""alias for set_markersize"""
self.set_markersize(val)
def get_aa(self):
"""alias for get_antialiased"""
return self.get_antialiased()
def get_c(self):
"""alias for get_color"""
return self.get_color()
def get_ls(self):
"""alias for get_linestyle"""
return self.get_linestyle()
def get_lw(self):
"""alias for get_linewidth"""
return self.get_linewidth()
def get_mec(self):
"""alias for get_markeredgecolor"""
return self.get_markeredgecolor()
def get_mew(self):
"""alias for get_markeredgewidth"""
return self.get_markeredgewidth()
def get_mfc(self):
"""alias for get_markerfacecolor"""
return self.get_markerfacecolor()
def get_mfcalt(self, alt=False):
"""alias for get_markerfacecoloralt"""
return self.get_markerfacecoloralt()
def get_ms(self):
"""alias for get_markersize"""
return self.get_markersize()
def set_dash_joinstyle(self, s):
"""
Set the join style for dashed linestyles
ACCEPTS: ['miter' | 'round' | 'bevel']
"""
s = s.lower()
if s not in self.validJoin:
raise ValueError('set_dash_joinstyle passed "%s";\n' % (s,)
+ 'valid joinstyles are %s' % (self.validJoin,))
if self._dashjoinstyle != s:
self.stale = True
self._dashjoinstyle = s
def set_solid_joinstyle(self, s):
"""
Set the join style for solid linestyles
ACCEPTS: ['miter' | 'round' | 'bevel']
"""
s = s.lower()
if s not in self.validJoin:
raise ValueError('set_solid_joinstyle passed "%s";\n' % (s,)
+ 'valid joinstyles are %s' % (self.validJoin,))
if self._solidjoinstyle != s:
self.stale = True
self._solidjoinstyle = s
def get_dash_joinstyle(self):
"""
Get the join style for dashed linestyles
"""
return self._dashjoinstyle
def get_solid_joinstyle(self):
"""
Get the join style for solid linestyles
"""
return self._solidjoinstyle
def set_dash_capstyle(self, s):
"""
Set the cap style for dashed linestyles
ACCEPTS: ['butt' | 'round' | 'projecting']
"""
s = s.lower()
if s not in self.validCap:
raise ValueError('set_dash_capstyle passed "%s";\n' % (s,)
+ 'valid capstyles are %s' % (self.validCap,))
if self._dashcapstyle != s:
self.stale = True
self._dashcapstyle = s
def set_solid_capstyle(self, s):
"""
Set the cap style for solid linestyles
ACCEPTS: ['butt' | 'round' | 'projecting']
"""
s = s.lower()
if s not in self.validCap:
raise ValueError('set_solid_capstyle passed "%s";\n' % (s,)
+ 'valid capstyles are %s' % (self.validCap,))
if self._solidcapstyle != s:
self.stale = True
self._solidcapstyle = s
def get_dash_capstyle(self):
"""
Get the cap style for dashed linestyles
"""
return self._dashcapstyle
def get_solid_capstyle(self):
"""
Get the cap style for solid linestyles
"""
return self._solidcapstyle
def is_dashed(self):
'return True if line is dashstyle'
return self._linestyle in ('--', '-.', ':')
def plot_data(path=None,
measures=None,
axes=None,
values=None,
split_by=None,
select=None,
hold=0,
**kwargs):
"""Create matrix using 'data_to_matrix', then plots in either 2d and 3d."""
if None in (axes, values):
raise Exception('plot_data is missing arguments.')
if len(axes) > 2:
print(
'ERROR: plot_data cannot plot more than 2 axes. Taking only first 2 axes.'
)
axes = axes[:2]
if measures is None:
measures = open_measures(path)
functions = set([
v[1].pop('function') for v in values
if isinstance(v, tuple) and 'function' in v[1]
])
for function in functions:
newcols = measures.apply(function, axis=1)
if values is None:
values = list(newcols)[:1]
elif not hasattr(values, '__iter__'):
values = [values]
#print newcol
measures = measures.join(newcols)
values = to_iterable(values)
if not hasattr(values, '__iter__'):
values = [values]
kwargs.setdefault('style', 'scatter')
idx, mat = data_to_matrix(
measures=measures,
axes=axes,
values=[v[0] if isinstance(v, tuple) else v for v in values],
split_by=split_by,
select=select,
**kwargs)
dico = kwargs.get('dictionary', {})
def get_dico(val):
return dico.get(val, val)
title = kwargs.pop('title', '')
if not split_by is None:
newfig = kwargs.pop('newfig', 1)
for ik, key in enumerate(sorted(idx)):
kw = {}
kw.update(kwargs)
kw['newfig'] = newfig
kw.setdefault('color', get_cmap(ik, len(idx)))
from matplotlib.markers import MarkerStyle
from itertools import product as iprod
markers = sorted(list(
iprod(['o', 'X', '^', 's', 'p', 'v', 'P'][:(len(idx) + 1) / 2],
('full', 'none'))),
key=lambda e: e[1],
reverse=1) * 50
kw.setdefault(
'marker',
MarkerStyle(marker=markers[ik][0], fillstyle=markers[ik][1]))
make_figure(idx[key],
mat[key],
title=title,
axes=axes,
values=values,
**kw)
newfig = False
if kwargs.get('show_legends', True):
plt.legend([
', '.join([
r'{}={}'.format(get_dico(j[0]), get_dico(j[1]))
if get_dico(j[0]) else r'{}'.format(get_dico(j[1]))
for j in i
]) for i in sorted(idx)
])
else:
#print split_by, mat.keys()
make_figure(idx, mat, axes=axes, values=values, title=title, **kwargs)
if not hold:
plt.show()
def Draw(self, products, micapsfile, debug=True):
"""
根据产品参数绘制图像
:param micapsfile: 指定绘制产品中包含的一个micapsfile
:param debug: 调试状态
:param products: 产品参数
:return:
"""
self.UpdateData(products, micapsfile)
extents = products.picture.extents
xmax = extents.xmax
xmin = extents.xmin
ymax = extents.ymax
ymin = extents.ymin
# 设置绘图画板的宽和高 单位：英寸
h = products.picture.height
if products.map.projection.name == 'sall': # 等经纬度投影时不用配置本身的宽度，直接根据宽高比得到
w = h * np.math.fabs(
(xmax - xmin) / (ymax - ymin)) * products.picture.widthshrink
else:
w = products.picture.width
# 创建画布
fig = plt.figure(figsize=(w, h),
dpi=products.picture.dpi,
facecolor="white") # 必须在前面
ax = fig.add_subplot(111)
ax.spines['bottom'].set_linewidth(products.map.projection.axisthick)
ax.spines['left'].set_linewidth(products.map.projection.axisthick)
ax.spines['right'].set_linewidth(products.map.projection.axisthick)
ax.spines['top'].set_linewidth(products.map.projection.axisthick)
# 设置绘图区域
plt.xlim(xmin, xmax)
plt.ylim(ymin, ymax)
# 背景透明
fig.patch.set_alpha(products.picture.opacity)
# 坐标系统尽可能靠近绘图区边界
fig.tight_layout(pad=products.picture.pad)
clipborder = products.map.clipborders[0]
# 获得产品投影
from Projection import Projection
m = Projection.GetProjection(products)
if m is not plt:
# 用投影更新经纬度数据
self.X, self.Y = Micaps.UpdateXY(m, self.X, self.Y)
# 用投影更新产品参数中涉及经纬度的数据
Micaps.Update(products, m)
# 画世界底图
Map.DrawWorld(products, m)
# 绘制裁切区域边界
patch = Map.DrawClipBorders(products.map.clipborders)
# draw parallels and meridians.
Map.DrawGridLine(products, m)
cmap = nclcmaps.cmaps(
micapsfile.legend.micapslegendcolor) # cm.jet temp_diff_18lev
vmax = math.ceil(self.max)
vmin = math.floor(self.min)
levels = arange(vmin - self.distance, vmax + self.distance + 0.1,
self.distance)
if micapsfile.legend.micapslegendvalue:
level = levels
else:
level = micapsfile.legend.legendvalue
# 绘制等值线 ------ 等值线和标注是一体的
c = micapsfile.contour
Map.DrawContourAndMark(contour=c,
x=self.X,
y=self.Y,
z=self.Z,
level=level,
clipborder=clipborder,
patch=patch,
m=m)
cf = micapsfile.contour
cbar = micapsfile.legend
extend = micapsfile.legend.extend
# 绘制色斑图 ------ 色版图、图例、裁切是一体的
Map.DrawContourfAndLegend(contourf=cf,
legend=cbar,
clipborder=clipborder,
patch=patch,
cmap=cmap,
levels=levels,
extend=extend,
extents=extents,
x=self.X,
y=self.Y,
z=self.Z,
m=m)
# 绘制描述文本
MicapsFile.MicapsFile.DrawTitle(m, micapsfile.title, self.title)
self.DrawUV(m, micapsfile, clipborder, patch)
# 绘制地图
Map.DrawBorders(m, products)
# 绘制散点
if micapsfile.contour.scatter:
if hasattr(self, 'x1'):
m.scatter(self.x1,
self.y1,
s=micapsfile.contour.radius,
c=self.z1,
alpha=micapsfile.contour.alpha,
edgecolors='b')
else:
m.scatter(self.X,
self.Y,
s=micapsfile.contour.radius,
c=self.Z,
alpha=micapsfile.contour.alpha,
edgecolors='b')
# 绘制站点
stations = products.map.stations
if stations.visible:
# 'code': code, 'lon': lon, 'lat': lat, 'height': height,
# 'iclass': iclass, 'infosum': infosum, 'name': info[0]
# stations_tuple = tuple(stations.micapsdata.stations)
# (code, lat, lon, height, iclass, infosum, info[0])
# stations_array = np.array(stations.micapsdata.stations, dtype=[
# ('code', 'U'),
# ('lat', np.float32),
# ('lon', np.float32),
# ('height', np.float32),
# ('iclass', 'i'),
# ('infosum', 'i'),
# ('info', 'U')
# ])
# stations_array = [list(ele) for ele in zip(*stations.micapsdata.stations)]
stations_array = zip(*stations.micapsdata.stations)
# 画站点mark
if m is not plt:
stations_array[2], stations_array[1] = \
Micaps.UpdateXY(m, stations_array[2], stations_array[1])
marker = MarkerStyle(stations.markstyle[0], stations.markstyle[1])
m.scatter(stations_array[2],
stations_array[1],
marker=marker,
s=stations.radius,
c=stations.color,
alpha=stations.alpha,
edgecolors=stations.edgecolors)
# 画站点文本
fontfile = r"C:\WINDOWS\Fonts\{0}".format(stations.font[1])
if not os.path.exists(fontfile):
font = FontProperties(size=stations.font[0],
weight=stations.font[2])
else:
font = FontProperties(fname=fontfile,
size=stations.font[0],
weight=stations.font[2])
for sta in stations.micapsdata.stations:
if m is not plt:
lon, lat = Micaps.UpdateXY(m, sta[2], sta[1])
lon1, lat1 = Micaps.UpdateXY(m, sta[2] + stations.detax,
sta[1])
deta = lon1 - lon
else:
lon, lat = sta[2], sta[1]
deta = stations.detax
plt.text(lon + deta,
lat,
sta[6],
fontproperties=font,
rotation=0,
color=stations.font[3],
ha='left',
va='center')
# 接近收尾
# self.Clip(clipborder, fig, patch)
# 存图
Picture.savePicture(fig, products.picture.picfile)
print(products.picture.picfile + u'存图成功!')
if debug:
plt.show()
list1_2 = [p_mid_BE[0], p_mid_EC[0]] list2_2 = [p_mid_BE[1], p_mid_EC[1]] #T# plot the figure ax1.plot(list1, list2, 'k') #T# plot the points ax1.scatter(list1, list2, s=12, color='k') #T# set the math text font to the Latex default, Computer Modern import matplotlib matplotlib.rcParams['mathtext.fontset'] = 'cm' #T# create the markers marker1 = MarkerStyle(r'$|$') marker1._transform.scale(1.6, 2.2) marker1._transform.rotate_deg(63) marker2 = MarkerStyle(r'$||$') marker2._transform.scale(1.6, 2.2) marker2._transform.rotate_deg(-48) #T# plot the markers ax1.plot(list1_1, list2_1, 'k', marker=marker1) ax1.plot(list1_2, list2_2, 'k', marker=marker2) #T# create the labels label_A = ax1.annotate(r'$A$', (A[0], A[1]), ha='right', va='top', size=18) label_B = ax1.annotate(r'$B$', (B[0], B[1]), ha='left', va='top', size=18) label_C = ax1.annotate(r'$C$', (C[0], C[1]), ha='center', va='bottom', size=18)
#T# plot the figure ax1.plot(list_x_1a, list_y_1a, 'k') ax1.plot(list_x_1b, list_y_1b, 'k') ax1.plot(list_x_1c, list_y_1c, 'k') ax1.scatter(list_x_2, list_y_2, s = 12, color = 'k') arc1 = mpatches.Arc(B, 1, 1, theta2 = math.degrees(a_ABC)) ax1.add_patch(arc1) #T# set the math text font to the Latex default, Computer Modern import matplotlib matplotlib.rcParams['mathtext.fontset'] = 'cm' #T# create the markers marker1 = MarkerStyle(r'|') marker1._transform.scale(1, 2) marker1._transform.rotate(math.pi/2 + a_marker1) marker2 = MarkerStyle(r'|') marker2._transform.scale(1, 2) marker2._transform.rotate(math.pi/2 + a_marker2) #T# plot the markers ax1.plot(p_marker1[0], p_marker1[1], 'k', marker = marker1) ax1.plot(p_marker2[0], p_marker2[1], 'k', marker = marker2) #T# create the labels label_A = ax1.annotate(r'$A$', A, ha = 'right', va = 'bottom', size = 16) label_B = ax1.annotate(r'$B$', B, ha = 'right', va = 'top', size = 16) label_C = ax1.annotate(r'$C$', C, ha = 'left', va = 'top', size = 16)
def draw_pathcollection(data, obj):
"""Returns PGFPlots code for a number of patch objects.
"""
content = []
# gather data
assert obj.get_offsets() is not None
labels = ["x" + 21 * " ", "y" + 21 * " "]
dd = obj.get_offsets()
draw_options = ["only marks"]
table_options = []
if obj.get_array() is not None:
draw_options.append("scatter")
dd = numpy.column_stack([dd, obj.get_array()])
labels.append("colordata" + 13 * " ")
draw_options.append("scatter src=explicit")
table_options.extend(["x=x", "y=y", "meta=colordata"])
ec = None
fc = None
ls = None
marker0 = None
else:
# gather the draw options
try:
ec = obj.get_edgecolors()[0]
except (TypeError, IndexError):
ec = None
try:
fc = obj.get_facecolors()[0]
except (TypeError, IndexError):
fc = None
try:
ls = obj.get_linestyle()[0]
except (TypeError, IndexError):
ls = None
# "solution" from
# <https://github.com/matplotlib/matplotlib/issues/4672#issuecomment-378702670>
p = obj.get_paths()[0]
ms = {style: MarkerStyle(style) for style in MarkerStyle.markers}
paths = {
style: marker.get_path().transformed(marker.get_transform())
for style, marker in ms.items()
}
marker0 = None
for marker, path in paths.items():
if (numpy.all(path.codes == p.codes)
and (path.vertices.shape == p.vertices.shape)
and numpy.max(
numpy.abs(path.vertices - p.vertices)) < 1.0e-10):
marker0 = marker
break
is_contour = len(dd) == 1
if is_contour:
draw_options = ["draw=none"]
if marker0 is not None:
data, pgfplots_marker, marker_options = _mpl_marker2pgfp_marker(
data, marker0, fc)
draw_options += ["marker={}".format(pgfplots_marker)] + marker_options
# `only mark` plots don't need linewidth
data, extra_draw_options = get_draw_options(data, obj, ec, fc, ls, None)
draw_options += extra_draw_options
if obj.get_cmap():
mycolormap, is_custom_cmap = _mpl_cmap2pgf_cmap(obj.get_cmap(), data)
draw_options.append("colormap" + ("=" if is_custom_cmap else "/") +
mycolormap)
legend_text = get_legend_text(obj)
if legend_text is None and has_legend(obj.axes):
draw_options.append("forget plot")
for path in obj.get_paths():
if is_contour:
dd = path.vertices
if len(obj.get_sizes()) == len(dd):
# See Pgfplots manual, chapter 4.25.
# In Pgfplots, \mark size specifies raddi, in matplotlib circle areas.
radii = numpy.sqrt(obj.get_sizes() / numpy.pi)
dd = numpy.column_stack([dd, radii])
labels.append("sizedata" + 14 * " ")
draw_options.extend([
"visualization depends on="
"{\\thisrow{sizedata} \\as\\perpointmarksize}",
"scatter/@pre marker code/.append style="
"{/tikz/mark size=\\perpointmarksize}",
])
do = " [{}]".format(", ".join(draw_options)) if draw_options else ""
content.append("\\addplot{}\n".format(do))
to = " [{}]".format(", ".join(table_options)) if table_options else ""
content.append("table{}{{%\n".format(to))
content.append((" ".join(labels)).strip() + "\n")
ff = data["float format"]
fmt = (" ".join(dd.shape[1] * [ff])) + "\n"
for d in dd:
content.append(fmt.format(*tuple(d)))
content.append("};\n")
if legend_text is not None:
content.append("\\addlegendentry{{{}}}\n".format(legend_text))
return data, content
class Line2D(Artist):
"""
A line - the line can have both a solid linestyle connecting all
the vertices, and a marker at each vertex. Additionally, the
drawing of the solid line is influenced by the drawstyle, e.g., one
can create "stepped" lines in various styles.
"""
lineStyles = _lineStyles = { # hidden names deprecated
'-': '_draw_solid',
'--': '_draw_dashed',
'-.': '_draw_dash_dot',
':': '_draw_dotted',
'None': '_draw_nothing',
' ': '_draw_nothing',
'': '_draw_nothing',
}
_drawStyles_l = {
'default': '_draw_lines',
'steps-mid': '_draw_steps_mid',
'steps-pre': '_draw_steps_pre',
'steps-post': '_draw_steps_post',
}
_drawStyles_s = {
'steps': '_draw_steps_pre',
}
drawStyles = {}
drawStyles.update(_drawStyles_l)
drawStyles.update(_drawStyles_s)
# Need a list ordered with long names first:
drawStyleKeys = (list(six.iterkeys(_drawStyles_l)) +
list(six.iterkeys(_drawStyles_s)))
# Referenced here to maintain API. These are defined in
# MarkerStyle
markers = MarkerStyle.markers
filled_markers = MarkerStyle.filled_markers
fillStyles = MarkerStyle.fillstyles
zorder = 2
validCap = ('butt', 'round', 'projecting')
validJoin = ('miter', 'round', 'bevel')
def __str__(self):
if self._label != "":
return "Line2D(%s)" % (self._label)
elif hasattr(self, '_x') and len(self._x) > 3:
return "Line2D((%g,%g),(%g,%g),...,(%g,%g))"\
% (self._x[0], self._y[0], self._x[0],
self._y[0], self._x[-1], self._y[-1])
elif hasattr(self, '_x'):
return "Line2D(%s)"\
% (",".join(["(%g,%g)" % (x, y) for x, y
in zip(self._x, self._y)]))
else:
return "Line2D()"
def __init__(
self,
xdata,
ydata,
linewidth=None, # all Nones default to rc
linestyle=None,
color=None,
marker=None,
markersize=None,
markeredgewidth=None,
markeredgecolor=None,
markerfacecolor=None,
markerfacecoloralt='none',
fillstyle='full',
antialiased=None,
dash_capstyle=None,
solid_capstyle=None,
dash_joinstyle=None,
solid_joinstyle=None,
pickradius=5,
drawstyle=None,
markevery=None,
**kwargs):
"""
Create a :class:`~matplotlib.lines.Line2D` instance with *x*
and *y* data in sequences *xdata*, *ydata*.
The kwargs are :class:`~matplotlib.lines.Line2D` properties:
%(Line2D)s
See :meth:`set_linestyle` for a decription of the line styles,
:meth:`set_marker` for a description of the markers, and
:meth:`set_drawstyle` for a description of the draw styles.
"""
Artist.__init__(self)
#convert sequences to numpy arrays
if not iterable(xdata):
raise RuntimeError('xdata must be a sequence')
if not iterable(ydata):
raise RuntimeError('ydata must be a sequence')
if linewidth is None:
linewidth = rcParams['lines.linewidth']
if linestyle is None:
linestyle = rcParams['lines.linestyle']
if marker is None:
marker = rcParams['lines.marker']
if color is None:
color = rcParams['lines.color']
if markersize is None:
markersize = rcParams['lines.markersize']
if antialiased is None:
antialiased = rcParams['lines.antialiased']
if dash_capstyle is None:
dash_capstyle = rcParams['lines.dash_capstyle']
if dash_joinstyle is None:
dash_joinstyle = rcParams['lines.dash_joinstyle']
if solid_capstyle is None:
solid_capstyle = rcParams['lines.solid_capstyle']
if solid_joinstyle is None:
solid_joinstyle = rcParams['lines.solid_joinstyle']
if drawstyle is None:
drawstyle = 'default'
self.set_dash_capstyle(dash_capstyle)
self.set_dash_joinstyle(dash_joinstyle)
self.set_solid_capstyle(solid_capstyle)
self.set_solid_joinstyle(solid_joinstyle)
self.set_linestyle(linestyle)
self.set_drawstyle(drawstyle)
self.set_linewidth(linewidth)
self.set_color(color)
self._marker = MarkerStyle()
self.set_marker(marker)
self.set_markevery(markevery)
self.set_antialiased(antialiased)
self.set_markersize(markersize)
self._dashSeq = None
self.set_markerfacecolor(markerfacecolor)
self.set_markerfacecoloralt(markerfacecoloralt)
self.set_markeredgecolor(markeredgecolor)
self.set_markeredgewidth(markeredgewidth)
self.set_fillstyle(fillstyle)
self.verticalOffset = None
# update kwargs before updating data to give the caller a
# chance to init axes (and hence unit support)
self.update(kwargs)
self.pickradius = pickradius
self.ind_offset = 0
if is_numlike(self._picker):
self.pickradius = self._picker
self._xorig = np.asarray([])
self._yorig = np.asarray([])
self._invalidx = True
self._invalidy = True
self.set_data(xdata, ydata)
def __getstate__(self):
state = super(Line2D, self).__getstate__()
# _linefunc will be restored on draw time.
state.pop('_lineFunc', None)
return state
def contains(self, mouseevent):
"""
Test whether the mouse event occurred on the line. The pick
radius determines the precision of the location test (usually
within five points of the value). Use
:meth:`~matplotlib.lines.Line2D.get_pickradius` or
:meth:`~matplotlib.lines.Line2D.set_pickradius` to view or
modify it.
Returns *True* if any values are within the radius along with
``{'ind': pointlist}``, where *pointlist* is the set of points
within the radius.
TODO: sort returned indices by distance
"""
if six.callable(self._contains):
return self._contains(self, mouseevent)
if not is_numlike(self.pickradius):
raise ValueError("pick radius should be a distance")
# Make sure we have data to plot
if self._invalidy or self._invalidx:
self.recache()
if len(self._xy) == 0:
return False, {}
# Convert points to pixels
transformed_path = self._get_transformed_path()
path, affine = transformed_path.get_transformed_path_and_affine()
path = affine.transform_path(path)
xy = path.vertices
xt = xy[:, 0]
yt = xy[:, 1]
# Convert pick radius from points to pixels
if self.figure is None:
warnings.warn('no figure set when check if mouse is on line')
pixels = self.pickradius
else:
pixels = self.figure.dpi / 72. * self.pickradius
# the math involved in checking for containment (here and inside of
# segment_hits) assumes that it is OK to overflow. In case the
# application has set the error flags such that an exception is raised
# on overflow, we temporarily set the appropriate error flags here and
# set them back when we are finished.
olderrflags = np.seterr(all='ignore')
try:
# Check for collision
if self._linestyle in ['None', None]:
# If no line, return the nearby point(s)
d = (xt - mouseevent.x)**2 + (yt - mouseevent.y)**2
ind, = np.nonzero(np.less_equal(d, pixels**2))
else:
# If line, return the nearby segment(s)
ind = segment_hits(mouseevent.x, mouseevent.y, xt, yt, pixels)
finally:
np.seterr(**olderrflags)
ind += self.ind_offset
# Debugging message
if False and self._label != '':
print("Checking line", self._label, "at", mouseevent.x,
mouseevent.y)
print('xt', xt)
print('yt', yt)
#print 'dx,dy', (xt-mouseevent.x)**2., (yt-mouseevent.y)**2.
print('ind', ind)
# Return the point(s) within radius
return len(ind) > 0, dict(ind=ind)
def get_pickradius(self):
"""return the pick radius used for containment tests"""
return self.pickradius
def set_pickradius(self, d):
"""Sets the pick radius used for containment tests
ACCEPTS: float distance in points
"""
self.pickradius = d
def get_fillstyle(self):
"""
return the marker fillstyle
"""
return self._marker.get_fillstyle()
def set_fillstyle(self, fs):
"""
Set the marker fill style; 'full' means fill the whole marker.
'none' means no filling; other options are for half-filled markers.
ACCEPTS: ['full' | 'left' | 'right' | 'bottom' | 'top' | 'none']
"""
self._marker.set_fillstyle(fs)
def set_markevery(self, every):
"""Set the markevery property to subsample the plot when using markers.
e.g., if `every=5`, every 5-th marker will be plotted.
ACCEPTS: [None | int | length-2 tuple of int | slice |
list/array of int | float | length-2 tuple of float]
Parameters
----------
every: None | int | length-2 tuple of int | slice | list/array of int |
float | length-2 tuple of float
Which markers to plot.
- every=None, every point will be plotted.
- every=N, every N-th marker will be plotted starting with
marker 0.
- every=(start, N), every N-th marker, starting at point
start, will be plotted.
- every=slice(start, end, N), every N-th marker, starting at
point start, upto but not including point end, will be plotted.
- every=[i, j, m, n], only markers at points i, j, m, and n
will be plotted.
- every=0.1, (i.e. a float) then markers will be spaced at
approximately equal distances along the line; the distance
along the line between markers is determined by multiplying the
display-coordinate distance of the axes bounding-box diagonal
by the value of every.
- every=(0.5, 0.1) (i.e. a length-2 tuple of float), the
same functionality as every=0.1 is exhibited but the first
marker will be 0.5 multiplied by the
display-cordinate-diagonal-distance along the line.
Notes
-----
Setting the markevery property will only show markers at actual data
points. When using float arguments to set the markevery property
on irregularly spaced data, the markers will likely not appear evenly
spaced because the actual data points do not coincide with the
theoretical spacing between markers.
When using a start offset to specify the first marker, the offset will
be from the first data point which may be different from the first
the visible data point if the plot is zoomed in.
If zooming in on a plot when using float arguments then the actual
data points that have markers will change because the distance between
markers is always determined from the display-coordinates
axes-bounding-box-diagonal regardless of the actual axes data limits.
"""
self._markevery = every
def get_markevery(self):
"""return the markevery setting"""
return self._markevery
def set_picker(self, p):
"""Sets the event picker details for the line.
ACCEPTS: float distance in points or callable pick function
``fn(artist, event)``
"""
if six.callable(p):
self._contains = p
else:
self.pickradius = p
self._picker = p
def get_window_extent(self, renderer):
bbox = Bbox([[0, 0], [0, 0]])
trans_data_to_xy = self.get_transform().transform
bbox.update_from_data_xy(trans_data_to_xy(self.get_xydata()),
ignore=True)
# correct for marker size, if any
if self._marker:
ms = (self._markersize / 72.0 * self.figure.dpi) * 0.5
bbox = bbox.padded(ms)
return bbox
@Artist.axes.setter
def axes(self, ax):
# call the set method from the base-class property
Artist.axes.fset(self, ax)
# connect unit-related callbacks
if ax.xaxis is not None:
self._xcid = ax.xaxis.callbacks.connect('units',
self.recache_always)
if ax.yaxis is not None:
self._ycid = ax.yaxis.callbacks.connect('units',
self.recache_always)
def set_data(self, *args):
"""
Set the x and y data
ACCEPTS: 2D array (rows are x, y) or two 1D arrays
"""
if len(args) == 1:
x, y = args[0]
else:
x, y = args
self.set_xdata(x)
self.set_ydata(y)
def recache_always(self):
self.recache(always=True)
def recache(self, always=False):
if always or self._invalidx:
xconv = self.convert_xunits(self._xorig)
if ma.isMaskedArray(self._xorig):
x = ma.asarray(xconv, np.float_)
else:
x = np.asarray(xconv, np.float_)
x = x.ravel()
else:
x = self._x
if always or self._invalidy:
yconv = self.convert_yunits(self._yorig)
if ma.isMaskedArray(self._yorig):
y = ma.asarray(yconv, np.float_)
else:
y = np.asarray(yconv, np.float_)
y = y.ravel()
else:
y = self._y
if len(x) == 1 and len(y) > 1:
x = x * np.ones(y.shape, np.float_)
if len(y) == 1 and len(x) > 1:
y = y * np.ones(x.shape, np.float_)
if len(x) != len(y):
raise RuntimeError('xdata and ydata must be the same length')
x = x.reshape((len(x), 1))
y = y.reshape((len(y), 1))
if ma.isMaskedArray(x) or ma.isMaskedArray(y):
self._xy = ma.concatenate((x, y), 1)
else:
self._xy = np.concatenate((x, y), 1)
self._x = self._xy[:, 0] # just a view
self._y = self._xy[:, 1] # just a view
self._subslice = False
if (self.axes and len(x) > 100 and self._is_sorted(x)
and self.axes.name == 'rectilinear'
and self.axes.get_xscale() == 'linear'
and self._markevery is None and self.get_clip_on() is True):
self._subslice = True
if hasattr(self, '_path'):
interpolation_steps = self._path._interpolation_steps
else:
interpolation_steps = 1
self._path = Path(self._xy, None, interpolation_steps)
self._transformed_path = None
self._invalidx = False
self._invalidy = False
def _transform_path(self, subslice=None):
"""
Puts a TransformedPath instance at self._transformed_path,
all invalidation of the transform is then handled by the
TransformedPath instance.
"""
# Masked arrays are now handled by the Path class itself
if subslice is not None:
_path = Path(self._xy[subslice, :])
else:
_path = self._path
self._transformed_path = TransformedPath(_path, self.get_transform())
def _get_transformed_path(self):
"""
Return the :class:`~matplotlib.transforms.TransformedPath` instance
of this line.
"""
if self._transformed_path is None:
self._transform_path()
return self._transformed_path
def set_transform(self, t):
"""
set the Transformation instance used by this artist
ACCEPTS: a :class:`matplotlib.transforms.Transform` instance
"""
Artist.set_transform(self, t)
self._invalidx = True
self._invalidy = True
def _is_sorted(self, x):
"""return true if x is sorted"""
if len(x) < 2:
return 1
return np.amin(x[1:] - x[0:-1]) >= 0
@allow_rasterization
def draw(self, renderer):
"""draw the Line with `renderer` unless visibility is False"""
if not self.get_visible():
return
if self._invalidy or self._invalidx:
self.recache()
self.ind_offset = 0 # Needed for contains() method.
if self._subslice and self.axes:
# Need to handle monotonically decreasing case also...
x0, x1 = self.axes.get_xbound()
i0, = self._x.searchsorted([x0], 'left')
i1, = self._x.searchsorted([x1], 'right')
subslice = slice(max(i0 - 1, 0), i1 + 1)
self.ind_offset = subslice.start
self._transform_path(subslice)
transf_path = self._get_transformed_path()
if self.get_path_effects():
from matplotlib.patheffects import PathEffectRenderer
renderer = PathEffectRenderer(self.get_path_effects(), renderer)
renderer.open_group('line2d', self.get_gid())
gc = renderer.new_gc()
self._set_gc_clip(gc)
ln_color_rgba = self._get_rgba_ln_color()
gc.set_foreground(ln_color_rgba, isRGBA=True)
gc.set_alpha(ln_color_rgba[3])
gc.set_antialiased(self._antialiased)
gc.set_linewidth(self._linewidth)
if self.is_dashed():
cap = self._dashcapstyle
join = self._dashjoinstyle
else:
cap = self._solidcapstyle
join = self._solidjoinstyle
gc.set_joinstyle(join)
gc.set_capstyle(cap)
gc.set_snap(self.get_snap())
if self.get_sketch_params() is not None:
gc.set_sketch_params(*self.get_sketch_params())
funcname = self._lineStyles.get(self._linestyle, '_draw_nothing')
if funcname != '_draw_nothing':
tpath, affine = transf_path.get_transformed_path_and_affine()
if len(tpath.vertices):
self._lineFunc = getattr(self, funcname)
funcname = self.drawStyles.get(self._drawstyle, '_draw_lines')
drawFunc = getattr(self, funcname)
drawFunc(renderer, gc, tpath, affine.frozen())
if self._marker:
gc = renderer.new_gc()
self._set_gc_clip(gc)
rgbaFace = self._get_rgba_face()
rgbaFaceAlt = self._get_rgba_face(alt=True)
edgecolor = self.get_markeredgecolor()
if is_string_like(edgecolor) and edgecolor.lower() == 'none':
gc.set_linewidth(0)
gc.set_foreground(rgbaFace, isRGBA=True)
else:
gc.set_foreground(edgecolor)
gc.set_linewidth(self._markeredgewidth)
marker = self._marker
tpath, affine = transf_path.get_transformed_points_and_affine()
if len(tpath.vertices):
# subsample the markers if markevery is not None
markevery = self.get_markevery()
if markevery is not None:
subsampled = _mark_every_path(markevery, tpath, affine,
self.axes.transAxes)
else:
subsampled = tpath
snap = marker.get_snap_threshold()
if type(snap) == float:
snap = renderer.points_to_pixels(self._markersize) >= snap
gc.set_snap(snap)
gc.set_joinstyle(marker.get_joinstyle())
gc.set_capstyle(marker.get_capstyle())
marker_path = marker.get_path()
marker_trans = marker.get_transform()
w = renderer.points_to_pixels(self._markersize)
if marker.get_marker() != ',':
# Don't scale for pixels, and don't stroke them
marker_trans = marker_trans.scale(w)
else:
gc.set_linewidth(0)
if rgbaFace is not None:
gc.set_alpha(rgbaFace[3])
renderer.draw_markers(gc, marker_path, marker_trans,
subsampled, affine.frozen(), rgbaFace)
alt_marker_path = marker.get_alt_path()
if alt_marker_path:
if rgbaFaceAlt is not None:
gc.set_alpha(rgbaFaceAlt[3])
alt_marker_trans = marker.get_alt_transform()
alt_marker_trans = alt_marker_trans.scale(w)
renderer.draw_markers(gc, alt_marker_path,
alt_marker_trans, subsampled,
affine.frozen(), rgbaFaceAlt)
gc.restore()
gc.restore()
renderer.close_group('line2d')
def get_antialiased(self):
return self._antialiased
def get_color(self):
return self._color
def get_drawstyle(self):
return self._drawstyle
def get_linestyle(self):
return self._linestyle
def get_linewidth(self):
return self._linewidth
def get_marker(self):
return self._marker.get_marker()
def get_markeredgecolor(self):
mec = self._markeredgecolor
if (is_string_like(mec) and mec == 'auto'):
if self._marker.get_marker() in ('.', ','):
return self._color
if self._marker.is_filled() and self.get_fillstyle() != 'none':
return 'k' # Bad hard-wired default...
else:
return self._color
else:
return mec
def get_markeredgewidth(self):
return self._markeredgewidth
def _get_markerfacecolor(self, alt=False):
if alt:
fc = self._markerfacecoloralt
else:
fc = self._markerfacecolor
if (is_string_like(fc) and fc.lower() == 'auto'):
if self.get_fillstyle() == 'none':
return 'none'
else:
return self._color
else:
return fc
def get_markerfacecolor(self):
return self._get_markerfacecolor(alt=False)
def get_markerfacecoloralt(self):
return self._get_markerfacecolor(alt=True)
def get_markersize(self):
return self._markersize
def get_data(self, orig=True):
"""
Return the xdata, ydata.
If *orig* is *True*, return the original data.
"""
return self.get_xdata(orig=orig), self.get_ydata(orig=orig)
def get_xdata(self, orig=True):
"""
Return the xdata.
If *orig* is *True*, return the original data, else the
processed data.
"""
if orig:
return self._xorig
if self._invalidx:
self.recache()
return self._x
def get_ydata(self, orig=True):
"""
Return the ydata.
If *orig* is *True*, return the original data, else the
processed data.
"""
if orig:
return self._yorig
if self._invalidy:
self.recache()
return self._y
def get_path(self):
"""
Return the :class:`~matplotlib.path.Path` object associated
with this line.
"""
if self._invalidy or self._invalidx:
self.recache()
return self._path
def get_xydata(self):
"""
Return the *xy* data as a Nx2 numpy array.
"""
if self._invalidy or self._invalidx:
self.recache()
return self._xy
def set_antialiased(self, b):
"""
True if line should be drawin with antialiased rendering
ACCEPTS: [True | False]
"""
self._antialiased = b
def set_color(self, color):
"""
Set the color of the line
ACCEPTS: any matplotlib color
"""
self._color = color
def set_drawstyle(self, drawstyle):
"""
Set the drawstyle of the plot
'default' connects the points with lines. The steps variants
produce step-plots. 'steps' is equivalent to 'steps-pre' and
is maintained for backward-compatibility.
ACCEPTS: ['default' | 'steps' | 'steps-pre' | 'steps-mid' |
'steps-post']
"""
self._drawstyle = drawstyle
def set_linewidth(self, w):
"""
Set the line width in points
ACCEPTS: float value in points
"""
self._linewidth = float(w)
def set_linestyle(self, linestyle):
"""
Set the linestyle of the line (also accepts drawstyles)
================ =================
linestyle description
================ =================
``'-'`` solid
``'--'`` dashed
``'-.'`` dash_dot
``':'`` dotted
``'None'`` draw nothing
``' '`` draw nothing
``''`` draw nothing
================ =================
'steps' is equivalent to 'steps-pre' and is maintained for
backward-compatibility.
.. seealso::
:meth:`set_drawstyle`
To set the drawing style (stepping) of the plot.
ACCEPTS: [``'-'`` | ``'--'`` | ``'-.'`` | ``':'`` | ``'None'`` |
``' '`` | ``''``]
and any drawstyle in combination with a linestyle, e.g., ``'steps--'``.
"""
for ds in self.drawStyleKeys: # long names are first in the list
if linestyle.startswith(ds):
self.set_drawstyle(ds)
if len(linestyle) > len(ds):
linestyle = linestyle[len(ds):]
else:
linestyle = '-'
break
if linestyle not in self._lineStyles:
if linestyle in ls_mapper:
linestyle = ls_mapper[linestyle]
else:
verbose.report('Unrecognized line style %s, %s' %
(linestyle, type(linestyle)))
if linestyle in [' ', '']:
linestyle = 'None'
self._linestyle = linestyle
@docstring.dedent_interpd
def set_marker(self, marker):
"""
Set the line marker
ACCEPTS: :mod:`A valid marker style <matplotlib.markers>`
Parameters
-----------
marker: marker style
See `~matplotlib.markers` for full description of possible
argument
"""
self._marker.set_marker(marker)
def set_markeredgecolor(self, ec):
"""
Set the marker edge color
ACCEPTS: any matplotlib color
"""
if ec is None:
ec = 'auto'
self._markeredgecolor = ec
def set_markeredgewidth(self, ew):
"""
Set the marker edge width in points
ACCEPTS: float value in points
"""
if ew is None:
ew = rcParams['lines.markeredgewidth']
self._markeredgewidth = ew
def set_markerfacecolor(self, fc):
"""
Set the marker face color.
ACCEPTS: any matplotlib color
"""
if fc is None:
fc = 'auto'
self._markerfacecolor = fc
def set_markerfacecoloralt(self, fc):
"""
Set the alternate marker face color.
ACCEPTS: any matplotlib color
"""
if fc is None:
fc = 'auto'
self._markerfacecoloralt = fc
def set_markersize(self, sz):
"""
Set the marker size in points
ACCEPTS: float
"""
self._markersize = sz
def set_xdata(self, x):
"""
Set the data np.array for x
ACCEPTS: 1D array
"""
self._xorig = x
self._invalidx = True
def set_ydata(self, y):
"""
Set the data np.array for y
ACCEPTS: 1D array
"""
self._yorig = y
self._invalidy = True
def set_dashes(self, seq):
"""
Set the dash sequence, sequence of dashes with on off ink in
points. If seq is empty or if seq = (None, None), the
linestyle will be set to solid.
ACCEPTS: sequence of on/off ink in points
"""
if seq == (None, None) or len(seq) == 0:
self.set_linestyle('-')
else:
self.set_linestyle('--')
self._dashSeq = seq # TODO: offset ignored for now
def _draw_lines(self, renderer, gc, path, trans):
self._lineFunc(renderer, gc, path, trans)
def _draw_steps_pre(self, renderer, gc, path, trans):
vertices = self._xy
steps = ma.zeros((2 * len(vertices) - 1, 2), np.float_)
steps[0::2, 0], steps[1::2, 0] = vertices[:, 0], vertices[:-1, 0]
steps[0::2, 1], steps[1:-1:2, 1] = vertices[:, 1], vertices[1:, 1]
path = Path(steps)
path = path.transformed(self.get_transform())
self._lineFunc(renderer, gc, path, IdentityTransform())
def _draw_steps_post(self, renderer, gc, path, trans):
vertices = self._xy
steps = ma.zeros((2 * len(vertices) - 1, 2), np.float_)
steps[::2, 0], steps[1:-1:2, 0] = vertices[:, 0], vertices[1:, 0]
steps[0::2, 1], steps[1::2, 1] = vertices[:, 1], vertices[:-1, 1]
path = Path(steps)
path = path.transformed(self.get_transform())
self._lineFunc(renderer, gc, path, IdentityTransform())
def _draw_steps_mid(self, renderer, gc, path, trans):
vertices = self._xy
steps = ma.zeros((2 * len(vertices), 2), np.float_)
steps[1:-1:2, 0] = 0.5 * (vertices[:-1, 0] + vertices[1:, 0])
steps[2::2, 0] = 0.5 * (vertices[:-1, 0] + vertices[1:, 0])
steps[0, 0] = vertices[0, 0]
steps[-1, 0] = vertices[-1, 0]
steps[0::2, 1], steps[1::2, 1] = vertices[:, 1], vertices[:, 1]
path = Path(steps)
path = path.transformed(self.get_transform())
self._lineFunc(renderer, gc, path, IdentityTransform())
def _draw_solid(self, renderer, gc, path, trans):
gc.set_linestyle('solid')
renderer.draw_path(gc, path, trans)
def _draw_dashed(self, renderer, gc, path, trans):
gc.set_linestyle('dashed')
if self._dashSeq is not None:
gc.set_dashes(0, self._dashSeq)
renderer.draw_path(gc, path, trans)
def _draw_dash_dot(self, renderer, gc, path, trans):
gc.set_linestyle('dashdot')
renderer.draw_path(gc, path, trans)
def _draw_dotted(self, renderer, gc, path, trans):
gc.set_linestyle('dotted')
renderer.draw_path(gc, path, trans)
def update_from(self, other):
"""copy properties from other to self"""
Artist.update_from(self, other)
self._linestyle = other._linestyle
self._linewidth = other._linewidth
self._color = other._color
self._markersize = other._markersize
self._markerfacecolor = other._markerfacecolor
self._markerfacecoloralt = other._markerfacecoloralt
self._markeredgecolor = other._markeredgecolor
self._markeredgewidth = other._markeredgewidth
self._dashSeq = other._dashSeq
self._dashcapstyle = other._dashcapstyle
self._dashjoinstyle = other._dashjoinstyle
self._solidcapstyle = other._solidcapstyle
self._solidjoinstyle = other._solidjoinstyle
self._linestyle = other._linestyle
self._marker = MarkerStyle(other._marker.get_marker(),
other._marker.get_fillstyle())
self._drawstyle = other._drawstyle
def _get_rgb_face(self, alt=False):
facecolor = self._get_markerfacecolor(alt=alt)
if is_string_like(facecolor) and facecolor.lower() == 'none':
rgbFace = None
else:
rgbFace = colorConverter.to_rgb(facecolor)
return rgbFace
def _get_rgba_face(self, alt=False):
facecolor = self._get_markerfacecolor(alt=alt)
if is_string_like(facecolor) and facecolor.lower() == 'none':
rgbaFace = None
else:
rgbaFace = colorConverter.to_rgba(facecolor, self._alpha)
return rgbaFace
def _get_rgba_ln_color(self, alt=False):
return colorConverter.to_rgba(self._color, self._alpha)
# some aliases....
def set_aa(self, val):
'alias for set_antialiased'
self.set_antialiased(val)
def set_c(self, val):
'alias for set_color'
self.set_color(val)
def set_ls(self, val):
"""alias for set_linestyle"""
self.set_linestyle(val)
def set_lw(self, val):
"""alias for set_linewidth"""
self.set_linewidth(val)
def set_mec(self, val):
"""alias for set_markeredgecolor"""
self.set_markeredgecolor(val)
def set_mew(self, val):
"""alias for set_markeredgewidth"""
self.set_markeredgewidth(val)
def set_mfc(self, val):
"""alias for set_markerfacecolor"""
self.set_markerfacecolor(val)
def set_mfcalt(self, val):
"""alias for set_markerfacecoloralt"""
self.set_markerfacecoloralt(val)
def set_ms(self, val):
"""alias for set_markersize"""
self.set_markersize(val)
def get_aa(self):
"""alias for get_antialiased"""
return self.get_antialiased()
def get_c(self):
"""alias for get_color"""
return self.get_color()
def get_ls(self):
"""alias for get_linestyle"""
return self.get_linestyle()
def get_lw(self):
"""alias for get_linewidth"""
return self.get_linewidth()
def get_mec(self):
"""alias for get_markeredgecolor"""
return self.get_markeredgecolor()
def get_mew(self):
"""alias for get_markeredgewidth"""
return self.get_markeredgewidth()
def get_mfc(self):
"""alias for get_markerfacecolor"""
return self.get_markerfacecolor()
def get_mfcalt(self, alt=False):
"""alias for get_markerfacecoloralt"""
return self.get_markerfacecoloralt()
def get_ms(self):
"""alias for get_markersize"""
return self.get_markersize()
def set_dash_joinstyle(self, s):
"""
Set the join style for dashed linestyles
ACCEPTS: ['miter' | 'round' | 'bevel']
"""
s = s.lower()
if s not in self.validJoin:
raise ValueError('set_dash_joinstyle passed "%s";\n' % (s, ) +
'valid joinstyles are %s' % (self.validJoin, ))
self._dashjoinstyle = s
def set_solid_joinstyle(self, s):
"""
Set the join style for solid linestyles
ACCEPTS: ['miter' | 'round' | 'bevel']
"""
s = s.lower()
if s not in self.validJoin:
raise ValueError('set_solid_joinstyle passed "%s";\n' % (s, ) +
'valid joinstyles are %s' % (self.validJoin, ))
self._solidjoinstyle = s
def get_dash_joinstyle(self):
"""
Get the join style for dashed linestyles
"""
return self._dashjoinstyle
def get_solid_joinstyle(self):
"""
Get the join style for solid linestyles
"""
return self._solidjoinstyle
def set_dash_capstyle(self, s):
"""
Set the cap style for dashed linestyles
ACCEPTS: ['butt' | 'round' | 'projecting']
"""
s = s.lower()
if s not in self.validCap:
raise ValueError('set_dash_capstyle passed "%s";\n' % (s, ) +
'valid capstyles are %s' % (self.validCap, ))
self._dashcapstyle = s
def set_solid_capstyle(self, s):
"""
Set the cap style for solid linestyles
ACCEPTS: ['butt' | 'round' | 'projecting']
"""
s = s.lower()
if s not in self.validCap:
raise ValueError('set_solid_capstyle passed "%s";\n' % (s, ) +
'valid capstyles are %s' % (self.validCap, ))
self._solidcapstyle = s
def get_dash_capstyle(self):
"""
Get the cap style for dashed linestyles
"""
return self._dashcapstyle
def get_solid_capstyle(self):
"""
Get the cap style for solid linestyles
"""
return self._solidcapstyle
def is_dashed(self):
'return True if line is dashstyle'
return self._linestyle in ('--', '-.', ':')
class Line2D(Artist):
"""
A line - the line can have both a solid linestyle connecting all
the vertices, and a marker at each vertex. Additionally, the
drawing of the solid line is influenced by the drawstyle, eg one
can create "stepped" lines in various styles.
"""
lineStyles = _lineStyles = { # hidden names deprecated
'-' : '_draw_solid',
'--' : '_draw_dashed',
'-.' : '_draw_dash_dot',
':' : '_draw_dotted',
'None' : '_draw_nothing',
' ' : '_draw_nothing',
'' : '_draw_nothing',
}
_drawStyles_l = {
'default' : '_draw_lines',
'steps-mid' : '_draw_steps_mid',
'steps-pre' : '_draw_steps_pre',
'steps-post' : '_draw_steps_post',
}
_drawStyles_s = {
'steps' : '_draw_steps_pre',
}
drawStyles = {}
drawStyles.update(_drawStyles_l)
drawStyles.update(_drawStyles_s)
# Need a list ordered with long names first:
drawStyleKeys = _drawStyles_l.keys() + _drawStyles_s.keys()
# Referenced here to maintain API. These are defined in
# MarkerStyle
markers = MarkerStyle.markers
filled_markers = MarkerStyle.filled_markers
fillStyles = MarkerStyle.fillstyles
zorder = 2
validCap = ('butt', 'round', 'projecting')
validJoin = ('miter', 'round', 'bevel')
def __str__(self):
if self._label != "":
return "Line2D(%s)"%(self._label)
elif hasattr(self, '_x') and len(self._x) > 3:
return "Line2D((%g,%g),(%g,%g),...,(%g,%g))"\
%(self._x[0],self._y[0],self._x[0],self._y[0],self._x[-1],self._y[-1])
elif hasattr(self, '_x'):
return "Line2D(%s)"\
%(",".join(["(%g,%g)"%(x,y) for x,y in zip(self._x,self._y)]))
else:
return "Line2D()"
def __init__(self, xdata, ydata,
linewidth = None, # all Nones default to rc
linestyle = None,
color = None,
marker = None,
markersize = None,
markeredgewidth = None,
markeredgecolor = None,
markerfacecolor = None,
markerfacecoloralt = 'none',
fillstyle = 'full',
antialiased = None,
dash_capstyle = None,
solid_capstyle = None,
dash_joinstyle = None,
solid_joinstyle = None,
pickradius = 5,
drawstyle = None,
markevery = None,
**kwargs
):
"""
Create a :class:`~matplotlib.lines.Line2D` instance with *x*
and *y* data in sequences *xdata*, *ydata*.
The kwargs are :class:`~matplotlib.lines.Line2D` properties:
%(Line2D)s
See :meth:`set_linestyle` for a decription of the line styles,
:meth:`set_marker` for a description of the markers, and
:meth:`set_drawstyle` for a description of the draw styles.
"""
Artist.__init__(self)
#convert sequences to numpy arrays
if not iterable(xdata):
raise RuntimeError('xdata must be a sequence')
if not iterable(ydata):
raise RuntimeError('ydata must be a sequence')
if linewidth is None : linewidth=rcParams['lines.linewidth']
if linestyle is None : linestyle=rcParams['lines.linestyle']
if marker is None : marker=rcParams['lines.marker']
if color is None : color=rcParams['lines.color']
if markersize is None : markersize=rcParams['lines.markersize']
if antialiased is None : antialiased=rcParams['lines.antialiased']
if dash_capstyle is None : dash_capstyle=rcParams['lines.dash_capstyle']
if dash_joinstyle is None : dash_joinstyle=rcParams['lines.dash_joinstyle']
if solid_capstyle is None : solid_capstyle=rcParams['lines.solid_capstyle']
if solid_joinstyle is None : solid_joinstyle=rcParams['lines.solid_joinstyle']
if drawstyle is None : drawstyle='default'
self.set_dash_capstyle(dash_capstyle)
self.set_dash_joinstyle(dash_joinstyle)
self.set_solid_capstyle(solid_capstyle)
self.set_solid_joinstyle(solid_joinstyle)
self.set_linestyle(linestyle)
self.set_drawstyle(drawstyle)
self.set_linewidth(linewidth)
self.set_color(color)
self._marker = MarkerStyle()
self.set_marker(marker)
self.set_markevery(markevery)
self.set_antialiased(antialiased)
self.set_markersize(markersize)
self._dashSeq = None
self.set_markerfacecolor(markerfacecolor)
self.set_markerfacecoloralt(markerfacecoloralt)
self.set_markeredgecolor(markeredgecolor)
self.set_markeredgewidth(markeredgewidth)
self.set_fillstyle(fillstyle)
self.verticalOffset = None
# update kwargs before updating data to give the caller a
# chance to init axes (and hence unit support)
self.update(kwargs)
self.pickradius = pickradius
self.ind_offset = 0
if is_numlike(self._picker):
self.pickradius = self._picker
self._xorig = np.asarray([])
self._yorig = np.asarray([])
self._invalidx = True
self._invalidy = True
self.set_data(xdata, ydata)
def contains(self, mouseevent):
"""
Test whether the mouse event occurred on the line. The pick
radius determines the precision of the location test (usually
within five points of the value). Use
:meth:`~matplotlib.lines.Line2D.get_pickradius` or
:meth:`~matplotlib.lines.Line2D.set_pickradius` to view or
modify it.
Returns *True* if any values are within the radius along with
``{'ind': pointlist}``, where *pointlist* is the set of points
within the radius.
TODO: sort returned indices by distance
"""
if callable(self._contains):
return self._contains(self,mouseevent)
if not is_numlike(self.pickradius):
raise ValueError("pick radius should be a distance")
# Make sure we have data to plot
if self._invalidy or self._invalidx:
self.recache()
if len(self._xy)==0: return False,{}
# Convert points to pixels
if self._transformed_path is None:
self._transform_path()
path, affine = self._transformed_path.get_transformed_path_and_affine()
path = affine.transform_path(path)
xy = path.vertices
xt = xy[:, 0]
yt = xy[:, 1]
# Convert pick radius from points to pixels
if self.figure == None:
warning.warn('no figure set when check if mouse is on line')
pixels = self.pickradius
else:
pixels = self.figure.dpi/72. * self.pickradius
# the math involved in checking for containment (here and inside of segment_hits) assumes
# that it is OK to overflow. In case the application has set the error flags such that
# an exception is raised on overflow, we temporarily set the appropriate error flags here
# and set them back when we are finished.
olderrflags = np.seterr(all='ignore')
try:
# Check for collision
if self._linestyle in ['None',None]:
# If no line, return the nearby point(s)
d = (xt-mouseevent.x)**2 + (yt-mouseevent.y)**2
ind, = np.nonzero(np.less_equal(d, pixels**2))
else:
# If line, return the nearby segment(s)
ind = segment_hits(mouseevent.x,mouseevent.y,xt,yt,pixels)
finally:
np.seterr(**olderrflags)
ind += self.ind_offset
# Debugging message
if False and self._label != '':
print("Checking line",self._label,"at",mouseevent.x,mouseevent.y)
print('xt', xt)
print('yt', yt)
#print 'dx,dy', (xt-mouseevent.x)**2., (yt-mouseevent.y)**2.
print('ind',ind)
# Return the point(s) within radius
return len(ind)>0,dict(ind=ind)
def get_pickradius(self):
'return the pick radius used for containment tests'
return self.pickradius
def set_pickradius(self,d):
"""Sets the pick radius used for containment tests
ACCEPTS: float distance in points
"""
self.pickradius = d
def get_fillstyle(self):
"""
return the marker fillstyle
"""
return self._marker.get_fillstyle()
def set_fillstyle(self, fs):
"""
Set the marker fill style; 'full' means fill the whole marker.
'none' means no filling; other options are for half-filled markers.
ACCEPTS: ['full' | 'left' | 'right' | 'bottom' | 'top' | 'none']
"""
self._marker.set_fillstyle(fs)
def set_markevery(self, every):
"""
Set the markevery property to subsample the plot when using
markers. Eg if ``markevery=5``, every 5-th marker will be
plotted. *every* can be
None
Every point will be plotted
an integer N
Every N-th marker will be plotted starting with marker 0
A length-2 tuple of integers
every=(start, N) will start at point start and plot every N-th marker
ACCEPTS: None | integer | (startind, stride)
"""
self._markevery = every
def get_markevery(self):
'return the markevery setting'
return self._markevery
def set_picker(self,p):
"""Sets the event picker details for the line.
ACCEPTS: float distance in points or callable pick function
``fn(artist, event)``
"""
if callable(p):
self._contains = p
else:
self.pickradius = p
self._picker = p
def get_window_extent(self, renderer):
bbox = Bbox.unit()
bbox.update_from_data_xy(self.get_transform().transform(self.get_xydata()),
ignore=True)
# correct for marker size, if any
if self._marker:
ms = (self._markersize / 72.0 * self.figure.dpi) * 0.5
bbox = bbox.padded(ms)
return bbox
def set_axes(self, ax):
Artist.set_axes(self, ax)
if ax.xaxis is not None:
self._xcid = ax.xaxis.callbacks.connect('units', self.recache_always)
if ax.yaxis is not None:
self._ycid = ax.yaxis.callbacks.connect('units', self.recache_always)
set_axes.__doc__ = Artist.set_axes.__doc__
def set_data(self, *args):
"""
Set the x and y data
ACCEPTS: 2D array (rows are x, y) or two 1D arrays
"""
if len(args)==1:
x, y = args[0]
else:
x, y = args
self.set_xdata(x)
self.set_ydata(y)
def recache_always(self):
self.recache(always=True)
def recache(self, always=False):
if always or self._invalidx:
xconv = self.convert_xunits(self._xorig)
if ma.isMaskedArray(self._xorig):
x = ma.asarray(xconv, np.float_)
else:
x = np.asarray(xconv, np.float_)
x = x.ravel()
else:
x = self._x
if always or self._invalidy:
yconv = self.convert_yunits(self._yorig)
if ma.isMaskedArray(self._yorig):
y = ma.asarray(yconv, np.float_)
else:
y = np.asarray(yconv, np.float_)
y = y.ravel()
else:
y = self._y
if len(x)==1 and len(y)>1:
x = x * np.ones(y.shape, np.float_)
if len(y)==1 and len(x)>1:
y = y * np.ones(x.shape, np.float_)
if len(x) != len(y):
raise RuntimeError('xdata and ydata must be the same length')
x = x.reshape((len(x), 1))
y = y.reshape((len(y), 1))
if ma.isMaskedArray(x) or ma.isMaskedArray(y):
self._xy = ma.concatenate((x, y), 1)
else:
self._xy = np.concatenate((x, y), 1)
self._x = self._xy[:, 0] # just a view
self._y = self._xy[:, 1] # just a view
self._subslice = False
if (self.axes and len(x) > 100 and self._is_sorted(x) and
self.axes.name == 'rectilinear' and
self.axes.get_xscale() == 'linear' and
self._markevery is None):
self._subslice = True
if hasattr(self, '_path'):
interpolation_steps = self._path._interpolation_steps
else:
interpolation_steps = 1
self._path = Path(self._xy, None, interpolation_steps)
self._transformed_path = None
self._invalidx = False
self._invalidy = False
def _transform_path(self, subslice=None):
# Masked arrays are now handled by the Path class itself
if subslice is not None:
_path = Path(self._xy[subslice,:])
else:
_path = self._path
self._transformed_path = TransformedPath(_path, self.get_transform())
def set_transform(self, t):
"""
set the Transformation instance used by this artist
ACCEPTS: a :class:`matplotlib.transforms.Transform` instance
"""
Artist.set_transform(self, t)
self._invalidx = True
self._invalidy = True
def _is_sorted(self, x):
"return true if x is sorted"
if len(x)<2: return 1
return np.alltrue(x[1:]-x[0:-1]>=0)
@allow_rasterization
def draw(self, renderer):
if self._invalidy or self._invalidx:
self.recache()
self.ind_offset = 0 # Needed for contains() method.
if self._subslice and self.axes:
# Need to handle monotonically decreasing case also...
x0, x1 = self.axes.get_xbound()
i0, = self._x.searchsorted([x0], 'left')
i1, = self._x.searchsorted([x1], 'right')
subslice = slice(max(i0-1, 0), i1+1)
self.ind_offset = subslice.start
self._transform_path(subslice)
if self._transformed_path is None:
self._transform_path()
if not self.get_visible(): return
renderer.open_group('line2d', self.get_gid())
gc = renderer.new_gc()
self._set_gc_clip(gc)
gc.set_foreground(self._color)
gc.set_antialiased(self._antialiased)
gc.set_linewidth(self._linewidth)
gc.set_alpha(self._alpha)
if self.is_dashed():
cap = self._dashcapstyle
join = self._dashjoinstyle
else:
cap = self._solidcapstyle
join = self._solidjoinstyle
gc.set_joinstyle(join)
gc.set_capstyle(cap)
gc.set_snap(self.get_snap())
funcname = self._lineStyles.get(self._linestyle, '_draw_nothing')
if funcname != '_draw_nothing':
tpath, affine = self._transformed_path.get_transformed_path_and_affine()
if len(tpath.vertices):
self._lineFunc = getattr(self, funcname)
funcname = self.drawStyles.get(self._drawstyle, '_draw_lines')
drawFunc = getattr(self, funcname)
drawFunc(renderer, gc, tpath, affine.frozen())
if self._marker:
gc = renderer.new_gc()
self._set_gc_clip(gc)
rgbFace = self._get_rgb_face()
rgbFaceAlt = self._get_rgb_face(alt=True)
edgecolor = self.get_markeredgecolor()
if is_string_like(edgecolor) and edgecolor.lower() == 'none':
gc.set_linewidth(0)
gc.set_foreground(rgbFace)
else:
gc.set_foreground(edgecolor)
gc.set_linewidth(self._markeredgewidth)
gc.set_alpha(self._alpha)
marker = self._marker
tpath, affine = self._transformed_path.get_transformed_points_and_affine()
if len(tpath.vertices):
# subsample the markers if markevery is not None
markevery = self.get_markevery()
if markevery is not None:
if iterable(markevery):
startind, stride = markevery
else:
startind, stride = 0, markevery
if tpath.codes is not None:
codes = tpath.codes[startind::stride]
else:
codes = None
vertices = tpath.vertices[startind::stride]
subsampled = Path(vertices, codes)
else:
subsampled = tpath
snap = marker.get_snap_threshold()
if type(snap) == float:
snap = renderer.points_to_pixels(self._markersize) >= snap
gc.set_snap(snap)
gc.set_joinstyle(marker.get_joinstyle())
gc.set_capstyle(marker.get_capstyle())
marker_path = marker.get_path()
marker_trans = marker.get_transform()
w = renderer.points_to_pixels(self._markersize)
if marker.get_marker() != ',':
# Don't scale for pixels, and don't stroke them
marker_trans = marker_trans.scale(w)
else:
gc.set_linewidth(0)
renderer.draw_markers(
gc, marker_path, marker_trans, subsampled, affine.frozen(),
rgbFace)
alt_marker_path = marker.get_alt_path()
if alt_marker_path:
alt_marker_trans = marker.get_alt_transform()
alt_marker_trans = alt_marker_trans.scale(w)
renderer.draw_markers(
gc, alt_marker_path, alt_marker_trans, subsampled,
affine.frozen(), rgbFaceAlt)
gc.restore()
gc.restore()
renderer.close_group('line2d')
def get_antialiased(self): return self._antialiased
def get_color(self): return self._color
def get_drawstyle(self): return self._drawstyle
def get_linestyle(self): return self._linestyle
def get_linewidth(self): return self._linewidth
def get_marker(self): return self._marker.get_marker()
def get_markeredgecolor(self):
mec = self._markeredgecolor
if (is_string_like(mec) and mec == 'auto'):
if self._marker.get_marker() in ('.', ','):
return self._color
if self._marker.is_filled() and self.get_fillstyle() != 'none':
return 'k' # Bad hard-wired default...
else:
return self._color
else:
return mec
def get_markeredgewidth(self): return self._markeredgewidth
def _get_markerfacecolor(self, alt=False):
if alt:
fc = self._markerfacecoloralt
else:
fc = self._markerfacecolor
if (is_string_like(fc) and fc.lower() == 'auto'):
if self.get_fillstyle() == 'none':
return 'none'
else:
return self._color
else:
return fc
def get_markerfacecolor(self):
return self._get_markerfacecolor(alt=False)
def get_markerfacecoloralt(self):
return self._get_markerfacecolor(alt=True)
def get_markersize(self): return self._markersize
def get_data(self, orig=True):
"""
Return the xdata, ydata.
If *orig* is *True*, return the original data
"""
return self.get_xdata(orig=orig), self.get_ydata(orig=orig)
def get_xdata(self, orig=True):
"""
Return the xdata.
If *orig* is *True*, return the original data, else the
processed data.
"""
if orig:
return self._xorig
if self._invalidx:
self.recache()
return self._x
def get_ydata(self, orig=True):
"""
Return the ydata.
If *orig* is *True*, return the original data, else the
processed data.
"""
if orig:
return self._yorig
if self._invalidy:
self.recache()
return self._y
def get_path(self):
"""
Return the :class:`~matplotlib.path.Path` object associated
with this line.
"""
if self._invalidy or self._invalidx:
self.recache()
return self._path
def get_xydata(self):
"""
Return the *xy* data as a Nx2 numpy array.
"""
if self._invalidy or self._invalidx:
self.recache()
return self._xy
def set_antialiased(self, b):
"""
True if line should be drawin with antialiased rendering
ACCEPTS: [True | False]
"""
self._antialiased = b
def set_color(self, color):
"""
Set the color of the line
ACCEPTS: any matplotlib color
"""
self._color = color
def set_drawstyle(self, drawstyle):
"""
Set the drawstyle of the plot
'default' connects the points with lines. The steps variants
produce step-plots. 'steps' is equivalent to 'steps-pre' and
is maintained for backward-compatibility.
ACCEPTS: [ 'default' | 'steps' | 'steps-pre' | 'steps-mid' | 'steps-post' ]
"""
self._drawstyle = drawstyle
def set_linewidth(self, w):
"""
Set the line width in points
ACCEPTS: float value in points
"""
self._linewidth = w
def set_linestyle(self, linestyle):
"""
Set the linestyle of the line (also accepts drawstyles)
================ =================
linestyle description
================ =================
``'-'`` solid
``'--'`` dashed
``'-.'`` dash_dot
``':'`` dotted
``'None'`` draw nothing
``' '`` draw nothing
``''`` draw nothing
================ =================
'steps' is equivalent to 'steps-pre' and is maintained for
backward-compatibility.
.. seealso::
:meth:`set_drawstyle`
To set the drawing style (stepping) of the plot.
ACCEPTS: [ ``'-'`` | ``'--'`` | ``'-.'`` | ``':'`` | ``'None'`` | ``' '`` | ``''`` ]
and any drawstyle in combination with a linestyle, e.g. ``'steps--'``.
"""
for ds in self.drawStyleKeys: # long names are first in the list
if linestyle.startswith(ds):
self.set_drawstyle(ds)
if len(linestyle) > len(ds):
linestyle = linestyle[len(ds):]
else:
linestyle = '-'
break
if linestyle not in self._lineStyles:
if linestyle in ls_mapper:
linestyle = ls_mapper[linestyle]
else:
verbose.report('Unrecognized line style %s, %s' %
(linestyle, type(linestyle)))
if linestyle in [' ','']:
linestyle = 'None'
self._linestyle = linestyle
@docstring.dedent_interpd
def set_marker(self, marker):
"""
Set the line marker
%(MarkerTable)s
%(MarkerAccepts)s
"""
self._marker.set_marker(marker)
def set_markeredgecolor(self, ec):
"""
Set the marker edge color
ACCEPTS: any matplotlib color
"""
if ec is None :
ec = 'auto'
self._markeredgecolor = ec
def set_markeredgewidth(self, ew):
"""
Set the marker edge width in points
ACCEPTS: float value in points
"""
if ew is None :
ew = rcParams['lines.markeredgewidth']
self._markeredgewidth = ew
def set_markerfacecolor(self, fc):
"""
Set the marker face color.
ACCEPTS: any matplotlib color
"""
if fc is None:
fc = 'auto'
self._markerfacecolor = fc
def set_markerfacecoloralt(self, fc):
"""
Set the alternate marker face color.
ACCEPTS: any matplotlib color
"""
if fc is None:
fc = 'auto'
self._markerfacecoloralt = fc
def set_markersize(self, sz):
"""
Set the marker size in points
ACCEPTS: float
"""
self._markersize = sz
def set_xdata(self, x):
"""
Set the data np.array for x
ACCEPTS: 1D array
"""
self._xorig = x
self._invalidx = True
def set_ydata(self, y):
"""
Set the data np.array for y
ACCEPTS: 1D array
"""
self._yorig = y
self._invalidy = True
def set_dashes(self, seq):
"""
Set the dash sequence, sequence of dashes with on off ink in
points. If seq is empty or if seq = (None, None), the
linestyle will be set to solid.
ACCEPTS: sequence of on/off ink in points
"""
if seq == (None, None) or len(seq)==0:
self.set_linestyle('-')
else:
self.set_linestyle('--')
self._dashSeq = seq # TODO: offset ignored for now
def _draw_lines(self, renderer, gc, path, trans):
self._lineFunc(renderer, gc, path, trans)
def _draw_steps_pre(self, renderer, gc, path, trans):
vertices = self._xy
steps = ma.zeros((2*len(vertices)-1, 2), np.float_)
steps[0::2, 0], steps[1::2, 0] = vertices[:, 0], vertices[:-1, 0]
steps[0::2, 1], steps[1:-1:2, 1] = vertices[:, 1], vertices[1:, 1]
path = Path(steps)
path = path.transformed(self.get_transform())
self._lineFunc(renderer, gc, path, IdentityTransform())
def _draw_steps_post(self, renderer, gc, path, trans):
vertices = self._xy
steps = ma.zeros((2*len(vertices)-1, 2), np.float_)
steps[::2, 0], steps[1:-1:2, 0] = vertices[:, 0], vertices[1:, 0]
steps[0::2, 1], steps[1::2, 1] = vertices[:, 1], vertices[:-1, 1]
path = Path(steps)
path = path.transformed(self.get_transform())
self._lineFunc(renderer, gc, path, IdentityTransform())
def _draw_steps_mid(self, renderer, gc, path, trans):
vertices = self._xy
steps = ma.zeros((2*len(vertices), 2), np.float_)
steps[1:-1:2, 0] = 0.5 * (vertices[:-1, 0] + vertices[1:, 0])
steps[2::2, 0] = 0.5 * (vertices[:-1, 0] + vertices[1:, 0])
steps[0, 0] = vertices[0, 0]
steps[-1, 0] = vertices[-1, 0]
steps[0::2, 1], steps[1::2, 1] = vertices[:, 1], vertices[:, 1]
path = Path(steps)
path = path.transformed(self.get_transform())
self._lineFunc(renderer, gc, path, IdentityTransform())
def _draw_solid(self, renderer, gc, path, trans):
gc.set_linestyle('solid')
renderer.draw_path(gc, path, trans)
def _draw_dashed(self, renderer, gc, path, trans):
gc.set_linestyle('dashed')
if self._dashSeq is not None:
gc.set_dashes(0, self._dashSeq)
renderer.draw_path(gc, path, trans)
def _draw_dash_dot(self, renderer, gc, path, trans):
gc.set_linestyle('dashdot')
renderer.draw_path(gc, path, trans)
def _draw_dotted(self, renderer, gc, path, trans):
gc.set_linestyle('dotted')
renderer.draw_path(gc, path, trans)
def update_from(self, other):
'copy properties from other to self'
Artist.update_from(self, other)
self._linestyle = other._linestyle
self._linewidth = other._linewidth
self._color = other._color
self._markersize = other._markersize
self._markerfacecolor = other._markerfacecolor
self._markerfacecoloralt = other._markerfacecoloralt
self._markeredgecolor = other._markeredgecolor
self._markeredgewidth = other._markeredgewidth
self._dashSeq = other._dashSeq
self._dashcapstyle = other._dashcapstyle
self._dashjoinstyle = other._dashjoinstyle
self._solidcapstyle = other._solidcapstyle
self._solidjoinstyle = other._solidjoinstyle
self._linestyle = other._linestyle
self._marker = MarkerStyle(other._marker.get_marker(),
other._marker.get_fillstyle())
self._drawstyle = other._drawstyle
def _get_rgb_face(self, alt=False):
facecolor = self._get_markerfacecolor(alt=alt)
if is_string_like(facecolor) and facecolor.lower()=='none':
rgbFace = None
else:
rgbFace = colorConverter.to_rgb(facecolor)
return rgbFace
# some aliases....
def set_aa(self, val):
'alias for set_antialiased'
self.set_antialiased(val)
def set_c(self, val):
'alias for set_color'
self.set_color(val)
def set_ls(self, val):
'alias for set_linestyle'
self.set_linestyle(val)
def set_lw(self, val):
'alias for set_linewidth'
self.set_linewidth(val)
def set_mec(self, val):
'alias for set_markeredgecolor'
self.set_markeredgecolor(val)
def set_mew(self, val):
'alias for set_markeredgewidth'
self.set_markeredgewidth(val)
def set_mfc(self, val):
'alias for set_markerfacecolor'
self.set_markerfacecolor(val)
def set_mfcalt(self, val):
'alias for set_markerfacecoloralt'
self.set_markerfacecoloralt(val)
def set_ms(self, val):
'alias for set_markersize'
self.set_markersize(val)
def get_aa(self):
'alias for get_antialiased'
return self.get_antialiased()
def get_c(self):
'alias for get_color'
return self.get_color()
def get_ls(self):
'alias for get_linestyle'
return self.get_linestyle()
def get_lw(self):
'alias for get_linewidth'
return self.get_linewidth()
def get_mec(self):
'alias for get_markeredgecolor'
return self.get_markeredgecolor()
def get_mew(self):
'alias for get_markeredgewidth'
return self.get_markeredgewidth()
def get_mfc(self):
'alias for get_markerfacecolor'
return self.get_markerfacecolor()
def get_mfcalt(self, alt=False):
'alias for get_markerfacecoloralt'
return self.get_markerfacecoloralt()
def get_ms(self):
'alias for get_markersize'
return self.get_markersize()
def set_dash_joinstyle(self, s):
"""
Set the join style for dashed linestyles
ACCEPTS: ['miter' | 'round' | 'bevel']
"""
s = s.lower()
if s not in self.validJoin:
raise ValueError('set_dash_joinstyle passed "%s";\n' % (s,)
+ 'valid joinstyles are %s' % (self.validJoin,))
self._dashjoinstyle = s
def set_solid_joinstyle(self, s):
"""
Set the join style for solid linestyles
ACCEPTS: ['miter' | 'round' | 'bevel']
"""
s = s.lower()
if s not in self.validJoin:
raise ValueError('set_solid_joinstyle passed "%s";\n' % (s,)
+ 'valid joinstyles are %s' % (self.validJoin,))
self._solidjoinstyle = s
def get_dash_joinstyle(self):
"""
Get the join style for dashed linestyles
"""
return self._dashjoinstyle
def get_solid_joinstyle(self):
"""
Get the join style for solid linestyles
"""
return self._solidjoinstyle
def set_dash_capstyle(self, s):
"""
Set the cap style for dashed linestyles
ACCEPTS: ['butt' | 'round' | 'projecting']
"""
s = s.lower()
if s not in self.validCap:
raise ValueError('set_dash_capstyle passed "%s";\n' % (s,)
+ 'valid capstyles are %s' % (self.validCap,))
self._dashcapstyle = s
def set_solid_capstyle(self, s):
"""
Set the cap style for solid linestyles
ACCEPTS: ['butt' | 'round' | 'projecting']
"""
s = s.lower()
if s not in self.validCap:
raise ValueError('set_solid_capstyle passed "%s";\n' % (s,)
+ 'valid capstyles are %s' % (self.validCap,))
self._solidcapstyle = s
def get_dash_capstyle(self):
"""
Get the cap style for dashed linestyles
"""
return self._dashcapstyle
def get_solid_capstyle(self):
"""
Get the cap style for solid linestyles
"""
return self._solidcapstyle
def is_dashed(self):
'return True if line is dashstyle'
return self._linestyle in ('--', '-.', ':')
def __init__(
self,
xdata,
ydata,
linewidth=None, # all Nones default to rc
linestyle=None,
color=None,
marker=None,
markersize=None,
markeredgewidth=None,
markeredgecolor=None,
markerfacecolor=None,
markerfacecoloralt='none',
fillstyle='full',
antialiased=None,
dash_capstyle=None,
solid_capstyle=None,
dash_joinstyle=None,
solid_joinstyle=None,
pickradius=5,
drawstyle=None,
markevery=None,
**kwargs):
"""
Create a :class:`~matplotlib.lines.Line2D` instance with *x*
and *y* data in sequences *xdata*, *ydata*.
The kwargs are :class:`~matplotlib.lines.Line2D` properties:
%(Line2D)s
See :meth:`set_linestyle` for a decription of the line styles,
:meth:`set_marker` for a description of the markers, and
:meth:`set_drawstyle` for a description of the draw styles.
"""
Artist.__init__(self)
#convert sequences to numpy arrays
if not iterable(xdata):
raise RuntimeError('xdata must be a sequence')
if not iterable(ydata):
raise RuntimeError('ydata must be a sequence')
if linewidth is None:
linewidth = rcParams['lines.linewidth']
if linestyle is None:
linestyle = rcParams['lines.linestyle']
if marker is None:
marker = rcParams['lines.marker']
if color is None:
color = rcParams['lines.color']
if markersize is None:
markersize = rcParams['lines.markersize']
if antialiased is None:
antialiased = rcParams['lines.antialiased']
if dash_capstyle is None:
dash_capstyle = rcParams['lines.dash_capstyle']
if dash_joinstyle is None:
dash_joinstyle = rcParams['lines.dash_joinstyle']
if solid_capstyle is None:
solid_capstyle = rcParams['lines.solid_capstyle']
if solid_joinstyle is None:
solid_joinstyle = rcParams['lines.solid_joinstyle']
if drawstyle is None:
drawstyle = 'default'
self.set_dash_capstyle(dash_capstyle)
self.set_dash_joinstyle(dash_joinstyle)
self.set_solid_capstyle(solid_capstyle)
self.set_solid_joinstyle(solid_joinstyle)
self.set_linestyle(linestyle)
self.set_drawstyle(drawstyle)
self.set_linewidth(linewidth)
self.set_color(color)
self._marker = MarkerStyle()
self.set_marker(marker)
self.set_markevery(markevery)
self.set_antialiased(antialiased)
self.set_markersize(markersize)
self._dashSeq = None
self.set_markerfacecolor(markerfacecolor)
self.set_markerfacecoloralt(markerfacecoloralt)
self.set_markeredgecolor(markeredgecolor)
self.set_markeredgewidth(markeredgewidth)
self.set_fillstyle(fillstyle)
self.verticalOffset = None
# update kwargs before updating data to give the caller a
# chance to init axes (and hence unit support)
self.update(kwargs)
self.pickradius = pickradius
self.ind_offset = 0
if is_numlike(self._picker):
self.pickradius = self._picker
self._xorig = np.asarray([])
self._yorig = np.asarray([])
self._invalidx = True
self._invalidy = True
self.set_data(xdata, ydata)
def __init__(self, xdata, ydata,
linewidth=None, # all Nones default to rc
linestyle=None,
color=None,
marker=None,
markersize=None,
markeredgewidth=None,
markeredgecolor=None,
markerfacecolor=None,
markerfacecoloralt='none',
fillstyle=None,
antialiased=None,
dash_capstyle=None,
solid_capstyle=None,
dash_joinstyle=None,
solid_joinstyle=None,
pickradius=5,
drawstyle=None,
markevery=None,
**kwargs
):
"""
Create a :class:`~matplotlib.lines.Line2D` instance with *x*
and *y* data in sequences *xdata*, *ydata*.
The kwargs are :class:`~matplotlib.lines.Line2D` properties:
%(Line2D)s
See :meth:`set_linestyle` for a decription of the line styles,
:meth:`set_marker` for a description of the markers, and
:meth:`set_drawstyle` for a description of the draw styles.
"""
Artist.__init__(self)
#convert sequences to numpy arrays
if not iterable(xdata):
raise RuntimeError('xdata must be a sequence')
if not iterable(ydata):
raise RuntimeError('ydata must be a sequence')
if linewidth is None:
linewidth = rcParams['lines.linewidth']
if linestyle is None:
linestyle = rcParams['lines.linestyle']
if marker is None:
marker = rcParams['lines.marker']
if color is None:
color = rcParams['lines.color']
if markersize is None:
markersize = rcParams['lines.markersize']
if antialiased is None:
antialiased = rcParams['lines.antialiased']
if dash_capstyle is None:
dash_capstyle = rcParams['lines.dash_capstyle']
if dash_joinstyle is None:
dash_joinstyle = rcParams['lines.dash_joinstyle']
if solid_capstyle is None:
solid_capstyle = rcParams['lines.solid_capstyle']
if solid_joinstyle is None:
solid_joinstyle = rcParams['lines.solid_joinstyle']
if drawstyle is None:
drawstyle = 'default'
self._dashcapstyle = None
self._dashjoinstyle = None
self._solidjoinstyle = None
self._solidcapstyle = None
self.set_dash_capstyle(dash_capstyle)
self.set_dash_joinstyle(dash_joinstyle)
self.set_solid_capstyle(solid_capstyle)
self.set_solid_joinstyle(solid_joinstyle)
self._linestyles = None
self._drawstyle = None
self._linewidth = None
self._dashSeq = None
self._dashOffset = 0
self.set_linestyle(linestyle)
self.set_drawstyle(drawstyle)
self.set_linewidth(linewidth)
self._color = None
self.set_color(color)
self._marker = MarkerStyle()
self.set_marker(marker)
self._markevery = None
self._markersize = None
self._antialiased = None
self.set_markevery(markevery)
self.set_antialiased(antialiased)
self.set_markersize(markersize)
self._markeredgecolor = None
self._markeredgewidth = None
self._markerfacecolor = None
self._markerfacecoloralt = None
self.set_markerfacecolor(markerfacecolor)
self.set_markerfacecoloralt(markerfacecoloralt)
self.set_markeredgecolor(markeredgecolor)
self.set_markeredgewidth(markeredgewidth)
self.set_fillstyle(fillstyle)
self.verticalOffset = None
# update kwargs before updating data to give the caller a
# chance to init axes (and hence unit support)
self.update(kwargs)
self.pickradius = pickradius
self.ind_offset = 0
if is_numlike(self._picker):
self.pickradius = self._picker
self._xorig = np.asarray([])
self._yorig = np.asarray([])
self._invalidx = True
self._invalidy = True
self._x = None
self._y = None
self._xy = None
self._path = None
self._transformed_path = None
self._subslice = False
self._x_filled = None # used in subslicing; only x is needed
self.set_data(xdata, ydata)
def _hack_linedraw(self, line, rotate_marker=None):
'''
Modifies the draw method of a :class:`matplotlib.lines.Line2D` object
to draw different stard and end marker.
Keyword arguments:
*line*:
Line to be modified
Accepts: Line2D
*rotate_marker*:
If set, the end marker will be rotated in direction of their
corresponding path.
Accepts: boolean
'''
assert isinstance(line, Line2D)
def new_draw(self_line, renderer):
def new_draw_markers(self_renderer, gc, marker_path, marker_trans, path, trans, rgbFace=None):
# get the drawn path for determin the rotation angle
line_vertices = self_line._get_transformed_path().get_fully_transformed_path().vertices
vertices = path.vertices
if len(vertices) == 1:
line_set = [[default_marker, vertices]]
else:
if rotate_marker:
dx, dy = np.array(line_vertices[-1]) - np.array(line_vertices[-2])
end_rot = MarkerStyle(end.get_marker())
end_rot._transform += Affine2D().rotate(np.arctan2(dy, dx) - np.pi / 2)
else:
end_rot = end
if len(vertices) == 2:
line_set = [[start, vertices[0:1]], [end_rot, vertices[1:2]]]
else:
line_set = [[start, vertices[0:1]], [default_marker, vertices[1:-1]], [end_rot, vertices[-1:]]]
for marker, points in line_set:
scale = 0.5 if isinstance(marker.get_marker(), np.ndarray) else 1
transform = marker.get_transform() + Affine2D().scale(scale * self_line._markersize)
old_draw_markers(gc, marker.get_path(), transform, Path(points), trans, rgbFace)
old_draw_markers = renderer.draw_markers
renderer.draw_markers = MethodType(new_draw_markers, renderer)
old_draw(renderer)
renderer.draw_markers = old_draw_markers
default_marker = line._marker
# check if marker is set and visible
if default_marker:
start = MarkerStyle(self._get_key("plot.startmarker"))
if start.get_marker() is None:
start = default_marker
end = MarkerStyle(self._get_key("plot.endmarker"))
if end.get_marker() is None:
end = default_marker
if rotate_marker is None:
rotate_marker = self._get_key("plot.rotatemarker")
old_draw = line.draw
line.draw = MethodType(new_draw, line)
line._markerhacked = True
