desc
stringlengths
3
26.7k
decl
stringlengths
11
7.89k
bodies
stringlengths
8
553k
'on button press event'
def press(self, event):
if self.ignore(event): return self.to_draw.set_visible(self.visible) self.eventpress = event return False
'on button release event'
def release(self, event):
if ((self.eventpress is None) or self.ignore(event)): return self.to_draw.set_visible(False) self.canvas.draw() self.eventrelease = event if (self.spancoords == 'data'): (xmin, ymin) = (self.eventpress.xdata, self.eventpress.ydata) (xmax, ymax) = (self.eventrelease.xdata, self.eventrelease.ydata) elif (self.spancoords == 'pixels'): (xmin, ymin) = (self.eventpress.x, self.eventpress.y) (xmax, ymax) = (self.eventrelease.x, self.eventrelease.y) else: raise ValueError('spancoords must be "data" or "pixels"') if (xmin > xmax): (xmin, xmax) = (xmax, xmin) if (ymin > ymax): (ymin, ymax) = (ymax, ymin) spanx = (xmax - xmin) spany = (ymax - ymin) xproblems = ((self.minspanx is not None) and (spanx < self.minspanx)) yproblems = ((self.minspany is not None) and (spany < self.minspany)) if ((self.drawtype == 'box') and (xproblems or yproblems)): 'Box to small' return if ((self.drawtype == 'line') and (xproblems and yproblems)): 'Line to small' return self.onselect(self.eventpress, self.eventrelease) self.eventpress = None self.eventrelease = None return False
'draw using newfangled blit or oldfangled draw depending on useblit'
def update(self):
if self.useblit: if (self.background is not None): self.canvas.restore_region(self.background) self.ax.draw_artist(self.to_draw) self.canvas.blit(self.ax.bbox) else: self.canvas.draw_idle() return False
'on motion notify event if box/line is wanted'
def onmove(self, event):
if ((self.eventpress is None) or self.ignore(event)): return (x, y) = (event.xdata, event.ydata) if (self.drawtype == 'box'): (minx, maxx) = (self.eventpress.xdata, x) (miny, maxy) = (self.eventpress.ydata, y) if (minx > maxx): (minx, maxx) = (maxx, minx) if (miny > maxy): (miny, maxy) = (maxy, miny) self.to_draw.set_x(minx) self.to_draw.set_y(miny) self.to_draw.set_width((maxx - minx)) self.to_draw.set_height((maxy - miny)) self.update() return False if (self.drawtype == 'line'): self.to_draw.set_data([self.eventpress.xdata, x], [self.eventpress.ydata, y]) self.update() return False
'Use this to activate / deactivate the RectangleSelector from your program with an boolean variable \'active\'.'
def set_active(self, active):
self.active = active
'to get status of active mode (boolean variable)'
def get_active(self):
return self.active
'majloc and minloc: TickLocators for the major and minor ticks majfmt and minfmt: TickFormatters for the major and minor ticks label: the default axis label If any of the above are None, the axis will simply use the default'
def __init__(self, majloc=None, minloc=None, majfmt=None, minfmt=None, label=None):
self.majloc = majloc self.minloc = minloc self.majfmt = majfmt self.minfmt = minfmt self.label = label
'return an units.AxisInfo instance for unit'
def axisinfo(unit):
return None
'return the default unit for x or None'
def default_units(x):
return None
'convert obj using unit. If obj is a sequence, return the converted sequence. The ouput must be a sequence of scalars that can be used by the numpy array layer'
def convert(obj, unit):
return obj
'The matplotlib datalim, autoscaling, locators etc work with scalars which are the units converted to floats given the current unit. The converter may be passed these floats, or arrays of them, even when units are set. Derived conversion interfaces may opt to pass plain-ol unitless numbers through the conversion interface and this is a helper function for them.'
def is_numlike(x):
if iterable(x): for thisx in x: return is_numlike(thisx) else: return is_numlike(x)
'get the converter interface instance for x, or None'
def get_converter(self, x):
if (not len(self)): return None converter = None classx = getattr(x, '__class__', None) if (classx is not None): converter = self.get(classx) if ((converter is None) and iterable(x)): if (isinstance(x, np.ndarray) and (x.dtype != np.object)): return None for thisx in x: converter = self.get_converter(thisx) return converter return converter
'fmt: any valid strptime format is supported'
def __init__(self, fmt):
self.fmt = fmt
's : string to be converted return value: a date2num float'
def __call__(self, s):
return date2num(datetime.datetime(*time.strptime(s, self.fmt)[:6]))
'*fmt* is an :func:`strftime` format string; *tz* is the :class:`tzinfo` instance.'
def __init__(self, fmt, tz=None):
if (tz is None): tz = _get_rc_timezone() self.fmt = fmt self.tz = tz
'*t* is a sequence of dates (floating point days). *fmt* is a :func:`strftime` format string.'
def __init__(self, t, fmt, tz=None):
if (tz is None): tz = _get_rc_timezone() self.t = t self.fmt = fmt self.tz = tz
'Return the label for time *x* at position *pos*'
def __call__(self, x, pos=0):
ind = int(round(x)) if ((ind >= len(self.t)) or (ind <= 0)): return '' dt = num2date(self.t[ind], self.tz) return cbook.unicode_safe(dt.strftime(self.fmt))
'*tz* is a :class:`tzinfo` instance.'
def __init__(self, tz=None):
if (tz is None): tz = _get_rc_timezone() self.tz = tz
'Return how many days a unit of the locator is; used for intelligent autoscaling.'
def _get_unit(self):
return 1
'Return how many days a unit of the locator is; used for intelligent autoscaling.'
def _get_unit(self):
freq = self.rule._rrule._freq if (freq == YEARLY): return 365 elif (freq == MONTHLY): return 30 elif (freq == WEEKLY): return 7 elif (freq == DAILY): return 1 elif (freq == HOURLY): return (1.0 / 24.0) elif (freq == MINUTELY): return (1.0 / (24 * 60)) elif (freq == SECONDLY): return (1.0 / (24 * 3600)) else: return (-1)
'Set the view limits to include the data range.'
def autoscale(self):
(dmin, dmax) = self.datalim_to_dt() if (dmin > dmax): (dmax, dmin) = (dmin, dmax) delta = relativedelta(dmax, dmin) self.rule.set(dtstart=(dmin - delta), until=(dmax + delta)) (dmin, dmax) = self.datalim_to_dt() vmin = self.rule.before(dmin, True) if (not vmin): vmin = dmin vmax = self.rule.after(dmax, True) if (not vmax): vmax = dmax vmin = date2num(vmin) vmax = date2num(vmax) return self.nonsingular(vmin, vmax)
'Return the locations of the ticks'
def __call__(self):
self.refresh() return self._locator()
'Refresh internal information based on current limits.'
def refresh(self):
(dmin, dmax) = self.viewlim_to_dt() self._locator = self.get_locator(dmin, dmax)
'Try to choose the view limits intelligently.'
def autoscale(self):
(dmin, dmax) = self.datalim_to_dt() self._locator = self.get_locator(dmin, dmax) return self._locator.autoscale()
'Pick the best locator based on a distance.'
def get_locator(self, dmin, dmax):
delta = relativedelta(dmax, dmin) numYears = (delta.years * 1.0) numMonths = ((numYears * 12.0) + delta.months) numDays = ((numMonths * 31.0) + delta.days) numHours = ((numDays * 24.0) + delta.hours) numMinutes = ((numHours * 60.0) + delta.minutes) numSeconds = ((numMinutes * 60.0) + delta.seconds) numticks = 5 interval = 1 bymonth = 1 bymonthday = 1 byhour = 0 byminute = 0 bysecond = 0 if (numYears >= numticks): self._freq = YEARLY elif (numMonths >= numticks): self._freq = MONTHLY bymonth = range(1, 13) if ((0 <= numMonths) and (numMonths <= 14)): interval = 1 elif ((15 <= numMonths) and (numMonths <= 29)): interval = 3 elif ((30 <= numMonths) and (numMonths <= 44)): interval = 4 else: interval = 6 elif (numDays >= numticks): self._freq = DAILY bymonth = None bymonthday = range(1, 32) if ((0 <= numDays) and (numDays <= 9)): interval = 1 elif ((10 <= numDays) and (numDays <= 19)): interval = 2 elif ((20 <= numDays) and (numDays <= 49)): interval = 3 elif ((50 <= numDays) and (numDays <= 99)): interval = 7 else: interval = 14 elif (numHours >= numticks): self._freq = HOURLY bymonth = None bymonthday = None byhour = range(0, 24) if ((0 <= numHours) and (numHours <= 14)): interval = 1 elif ((15 <= numHours) and (numHours <= 30)): interval = 2 elif ((30 <= numHours) and (numHours <= 45)): interval = 3 elif ((45 <= numHours) and (numHours <= 68)): interval = 4 elif ((68 <= numHours) and (numHours <= 90)): interval = 6 else: interval = 12 elif (numMinutes >= numticks): self._freq = MINUTELY bymonth = None bymonthday = None byhour = None byminute = range(0, 60) if (numMinutes > (10.0 * numticks)): interval = 10 elif (numSeconds >= numticks): self._freq = SECONDLY bymonth = None bymonthday = None byhour = None byminute = None bysecond = range(0, 60) if (numSeconds > (10.0 * numticks)): interval = 10 else: pass rrule = rrulewrapper(self._freq, interval=interval, dtstart=dmin, until=dmax, bymonth=bymonth, bymonthday=bymonthday, byhour=byhour, byminute=byminute, bysecond=bysecond) locator = RRuleLocator(rrule, self.tz) locator.set_axis(self.axis) locator.set_view_interval(*self.axis.get_view_interval()) locator.set_data_interval(*self.axis.get_data_interval()) return locator
'Mark years that are multiple of base on a given month and day (default jan 1).'
def __init__(self, base=1, month=1, day=1, tz=None):
DateLocator.__init__(self, tz) self.base = ticker.Base(base) self.replaced = {'month': month, 'day': day, 'hour': 0, 'minute': 0, 'second': 0, 'tzinfo': tz}
'Return how many days a unit of the locator is; used for intelligent autoscaling.'
def _get_unit(self):
return 365
'Set the view limits to include the data range.'
def autoscale(self):
(dmin, dmax) = self.datalim_to_dt() ymin = self.base.le(dmin.year) ymax = self.base.ge(dmax.year) vmin = dmin.replace(year=ymin, **self.replaced) vmax = dmax.replace(year=ymax, **self.replaced) vmin = date2num(vmin) vmax = date2num(vmax) return self.nonsingular(vmin, vmax)
'Mark every month in *bymonth*; *bymonth* can be an int or sequence. Default is ``range(1,13)``, i.e. every month. *interval* is the interval between each iteration. For example, if ``interval=2``, mark every second occurance.'
def __init__(self, bymonth=None, bymonthday=1, interval=1, tz=None):
if (bymonth is None): bymonth = range(1, 13) o = rrulewrapper(MONTHLY, bymonth=bymonth, bymonthday=bymonthday, interval=interval, **self.hms0d) RRuleLocator.__init__(self, o, tz)
'Return how many days a unit of the locator is; used for intelligent autoscaling.'
def _get_unit(self):
return 30
'Mark every weekday in *byweekday*; *byweekday* can be a number or sequence. Elements of *byweekday* must be one of MO, TU, WE, TH, FR, SA, SU, the constants from :mod:`dateutils.rrule`. *interval* specifies the number of weeks to skip. For example, ``interval=2`` plots every second week.'
def __init__(self, byweekday=1, interval=1, tz=None):
o = rrulewrapper(DAILY, byweekday=byweekday, interval=interval, **self.hms0d) RRuleLocator.__init__(self, o, tz)
'return how many days a unit of the locator is; used for intelligent autoscaling.'
def _get_unit(self):
return 7
'Mark every day in *bymonthday*; *bymonthday* can be an int or sequence. Default is to tick every day of the month: ``bymonthday=range(1,32)``'
def __init__(self, bymonthday=None, interval=1, tz=None):
if (bymonthday is None): bymonthday = range(1, 32) o = rrulewrapper(DAILY, bymonthday=bymonthday, interval=interval, **self.hms0d) RRuleLocator.__init__(self, o, tz)
'Return how many days a unit of the locator is; used for intelligent autoscaling.'
def _get_unit(self):
return 1
'Mark every hour in *byhour*; *byhour* can be an int or sequence. Default is to tick every hour: ``byhour=range(24)`` *interval* is the interval between each iteration. For example, if ``interval=2``, mark every second occurrence.'
def __init__(self, byhour=None, interval=1, tz=None):
if (byhour is None): byhour = range(24) rule = rrulewrapper(HOURLY, byhour=byhour, interval=interval, byminute=0, bysecond=0) RRuleLocator.__init__(self, rule, tz)
'return how many days a unit of the locator is; use for intelligent autoscaling'
def _get_unit(self):
return (1 / 24.0)
'Mark every minute in *byminute*; *byminute* can be an int or sequence. Default is to tick every minute: ``byminute=range(60)`` *interval* is the interval between each iteration. For example, if ``interval=2``, mark every second occurrence.'
def __init__(self, byminute=None, interval=1, tz=None):
if (byminute is None): byminute = range(60) rule = rrulewrapper(MINUTELY, byminute=byminute, interval=interval, bysecond=0) RRuleLocator.__init__(self, rule, tz)
'Return how many days a unit of the locator is; used for intelligent autoscaling.'
def _get_unit(self):
return (1.0 / (24 * 60))
'Mark every second in *bysecond*; *bysecond* can be an int or sequence. Default is to tick every second: ``bysecond = range(60)`` *interval* is the interval between each iteration. For example, if ``interval=2``, mark every second occurrence.'
def __init__(self, bysecond=None, interval=1, tz=None):
if (bysecond is None): bysecond = range(60) rule = rrulewrapper(SECONDLY, bysecond=bysecond, interval=interval) RRuleLocator.__init__(self, rule, tz)
'Return how many days a unit of the locator is; used for intelligent autoscaling.'
def _get_unit(self):
return (1.0 / ((24 * 60) * 60))
'return the unit AxisInfo'
def axisinfo(unit):
if (unit == 'date'): majloc = AutoDateLocator() majfmt = AutoDateFormatter(majloc) return units.AxisInfo(majloc=majloc, majfmt=majfmt, label='') else: return None
'Return the default unit for *x* or None'
def default_units(x):
return 'date'
'Set the figure accepts a class:`~matplotlib.figure.Figure` instance'
def set_figure(self, fig):
martist.Artist.set_figure(self, fig) for c in self.get_children(): c.set_figure(fig)
'Set the offset accepts x, y, tuple, or a callable object.'
def set_offset(self, xy):
self._offset = xy
'Get the offset accepts extent of the box'
def get_offset(self, width, height, xdescent, ydescent):
if callable(self._offset): return self._offset(width, height, xdescent, ydescent) else: return self._offset
'Set the width accepts float'
def set_width(self, width):
self.width = width
'Set the height accepts float'
def set_height(self, height):
self.height = height
'Return a list of artists it contains.'
def get_children(self):
return self._children
'Return with, height, xdescent, ydescent of box'
def get_extent(self, renderer):
(w, h, xd, yd, offsets) = self.get_extent_offsets(renderer) return (w, h, xd, yd)
'get the bounding box in display space.'
def get_window_extent(self, renderer):
(w, h, xd, yd, offsets) = self.get_extent_offsets(renderer) (px, py) = self.get_offset(w, h, xd, yd) return mtransforms.Bbox.from_bounds((px - xd), (py - yd), w, h)
'Update the location of children if necessary and draw them to the given *renderer*.'
def draw(self, renderer):
(width, height, xdescent, ydescent, offsets) = self.get_extent_offsets(renderer) (px, py) = self.get_offset(width, height, xdescent, ydescent) for (c, (ox, oy)) in zip(self.get_children(), offsets): c.set_offset(((px + ox), (py + oy))) c.draw(renderer) bbox_artist(self, renderer, fill=False, props=dict(pad=0.0))
'*pad* : boundary pad *sep* : spacing between items *width*, *height* : width and height of the container box. calculated if None. *align* : alignment of boxes *mode* : packing mode'
def __init__(self, pad=None, sep=None, width=None, height=None, align=None, mode=None, children=None):
super(PackerBase, self).__init__() self.height = height self.width = width self.sep = sep self.pad = pad self.mode = mode self.align = align self._children = children
'*pad* : boundary pad *sep* : spacing between items *width*, *height* : width and height of the container box. calculated if None. *align* : alignment of boxes *mode* : packing mode'
def __init__(self, pad=None, sep=None, width=None, height=None, align='baseline', mode='fixed', children=None):
super(VPacker, self).__init__(pad, sep, width, height, align, mode, children)
'update offset of childrens and return the extents of the box'
def get_extent_offsets(self, renderer):
whd_list = [c.get_extent(renderer) for c in self.get_children()] whd_list = [(w, h, xd, (h - yd)) for (w, h, xd, yd) in whd_list] wd_list = [(w, xd) for (w, h, xd, yd) in whd_list] (width, xdescent, xoffsets) = _get_aligned_offsets(wd_list, self.width, self.align) pack_list = [(h, yd) for (w, h, xd, yd) in whd_list] (height, yoffsets_) = _get_packed_offsets(pack_list, self.height, self.sep, self.mode) yoffsets = (yoffsets_ + [yd for (w, h, xd, yd) in whd_list]) ydescent = (height - yoffsets[0]) yoffsets = (height - yoffsets) yoffsets = (yoffsets - ydescent) return ((width + (2 * self.pad)), (height + (2 * self.pad)), (xdescent + self.pad), (ydescent + self.pad), zip(xoffsets, yoffsets))
'*pad* : boundary pad *sep* : spacing between items *width*, *height* : width and height of the container box. calculated if None. *align* : alignment of boxes *mode* : packing mode'
def __init__(self, pad=None, sep=None, width=None, height=None, align='baseline', mode='fixed', children=None):
super(HPacker, self).__init__(pad, sep, width, height, align, mode, children)
'update offset of childrens and return the extents of the box'
def get_extent_offsets(self, renderer):
whd_list = [c.get_extent(renderer) for c in self.get_children()] if (self.height is None): height_descent = max([(h - yd) for (w, h, xd, yd) in whd_list]) ydescent = max([yd for (w, h, xd, yd) in whd_list]) height = (height_descent + ydescent) else: height = (self.height - (2 * self._pad)) hd_list = [(h, yd) for (w, h, xd, yd) in whd_list] (height, ydescent, yoffsets) = _get_aligned_offsets(hd_list, self.height, self.align) pack_list = [(w, xd) for (w, h, xd, yd) in whd_list] (width, xoffsets_) = _get_packed_offsets(pack_list, self.width, self.sep, self.mode) xoffsets = (xoffsets_ + [xd for (w, h, xd, yd) in whd_list]) xdescent = whd_list[0][2] xoffsets = (xoffsets - xdescent) return ((width + (2 * self.pad)), (height + (2 * self.pad)), (xdescent + self.pad), (ydescent + self.pad), zip(xoffsets, yoffsets))
'*width*, *height* : width and height of the container box. *xdescent*, *ydescent* : descent of the box in x- and y-direction.'
def __init__(self, width, height, xdescent=0.0, ydescent=0.0, clip=True):
super(DrawingArea, self).__init__() self.width = width self.height = height self.xdescent = xdescent self.ydescent = ydescent self.offset_transform = mtransforms.Affine2D() self.offset_transform.clear() self.offset_transform.translate(0, 0)
'Return the :class:`~matplotlib.transforms.Transform` applied to the children'
def get_transform(self):
return self.offset_transform
'set_transform is ignored.'
def set_transform(self, t):
pass
'set offset of the container. Accept : tuple of x,y cooridnate in disokay units.'
def set_offset(self, xy):
self._offset = xy self.offset_transform.clear() self.offset_transform.translate(xy[0], xy[1])
'return offset of the container.'
def get_offset(self):
return self._offset
'get the bounding box in display space.'
def get_window_extent(self, renderer):
(w, h, xd, yd) = self.get_extent(renderer) (ox, oy) = self.get_offset() return mtransforms.Bbox.from_bounds((ox - xd), (oy - yd), w, h)
'Return with, height, xdescent, ydescent of box'
def get_extent(self, renderer):
return (self.width, self.height, self.xdescent, self.ydescent)
'Add any :class:`~matplotlib.artist.Artist` to the container box'
def add_artist(self, a):
self._children.append(a) a.set_transform(self.get_transform())
'Draw the children'
def draw(self, renderer):
for c in self._children: c.draw(renderer) bbox_artist(self, renderer, fill=False, props=dict(pad=0.0))
'*s* : a string to be displayed. *textprops* : property dictionary for the text *multilinebaseline* : If True, baseline for multiline text is adjusted so that it is (approximatedly) center-aligned with singleline text. *minimumdescent* : If True, the box has a minimum descent of "p".'
def __init__(self, s, textprops=None, multilinebaseline=None, minimumdescent=True):
if (textprops is None): textprops = {} if (not textprops.has_key('va')): textprops['va'] = 'baseline' self._text = mtext.Text(0, 0, s, **textprops) OffsetBox.__init__(self) self._children = [self._text] self.offset_transform = mtransforms.Affine2D() self.offset_transform.clear() self.offset_transform.translate(0, 0) self._baseline_transform = mtransforms.Affine2D() self._text.set_transform((self.offset_transform + self._baseline_transform)) self._multilinebaseline = multilinebaseline self._minimumdescent = minimumdescent
'Set multilinebaseline . If True, baseline for multiline text is adjusted so that it is (approximatedly) center-aligned with singleline text.'
def set_multilinebaseline(self, t):
self._multilinebaseline = t
'get multilinebaseline .'
def get_multilinebaseline(self):
return self._multilinebaseline
'Set minimumdescent . If True, extent of the single line text is adjusted so that it has minimum descent of "p"'
def set_minimumdescent(self, t):
self._minimumdescent = t
'get minimumdescent.'
def get_minimumdescent(self):
return self._minimumdescent
'set_transform is ignored.'
def set_transform(self, t):
pass
'set offset of the container. Accept : tuple of x,y cooridnate in disokay units.'
def set_offset(self, xy):
self._offset = xy self.offset_transform.clear() self.offset_transform.translate(xy[0], xy[1])
'return offset of the container.'
def get_offset(self):
return self._offset
'get the bounding box in display space.'
def get_window_extent(self, renderer):
(w, h, xd, yd) = self.get_extent(renderer) (ox, oy) = self.get_offset() return mtransforms.Bbox.from_bounds((ox - xd), (oy - yd), w, h)
'Draw the children'
def draw(self, renderer):
self._text.draw(renderer) bbox_artist(self, renderer, fill=False, props=dict(pad=0.0))
'Return the format for tick val x at position pos; pos=None indicated unspecified'
def __call__(self, x, pos=None):
raise NotImplementedError('Derived must overide')
'return a short string version'
def format_data_short(self, value):
return self.format_data(value)
'some classes may want to replace a hyphen for minus with the proper unicode symbol as described `here <http://sourceforge.net/tracker/index.php?func=detail&aid=1962574&group_id=80706&atid=560720>`_. The default is to do nothing Note, if you use this method, eg in :meth`format_data` or call, you probably don\'t want to use it for :meth:`format_data_short` since the toolbar uses this for interative coord reporting and I doubt we can expect GUIs across platforms will handle the unicode correctly. So for now the classes that override :meth:`fix_minus` should have an explicit :meth:`format_data_short` method'
def fix_minus(self, s):
return s
'Return the format for tick val *x* at position *pos*'
def __call__(self, x, pos=None):
return ''
'seq is a sequence of strings. For positions `i<len(seq)` return *seq[i]* regardless of *x*. Otherwise return \'\''
def __init__(self, seq):
self.seq = seq self.offset_string = ''
'Return the format for tick val *x* at position *pos*'
def __call__(self, x, pos=None):
if ((pos is None) or (pos >= len(self.seq))): return '' else: return self.seq[pos]
'Return the format for tick val *x* at position *pos*'
def __call__(self, x, pos=None):
return self.func(x, pos)
'Return the format for tick val *x* at position *pos*'
def __call__(self, x, pos=None):
return (self.fmt % x)
'Return the format for tick val *x* at position *pos*'
def __call__(self, x, pos=None):
(xmin, xmax) = self.axis.get_view_interval() d = abs((xmax - xmin)) return self.pprint_val(x, d)
'use a unicode minus rather than hyphen'
def fix_minus(self, s):
if (rcParams['text.usetex'] or (not rcParams['axes.unicode_minus'])): return s else: return s.replace('-', u'\u2212')
'Return the format for tick val *x* at position *pos*'
def __call__(self, x, pos=None):
if (len(self.locs) == 0): return '' else: s = self.pprint_val(x) return self.fix_minus(s)
'True or False to turn scientific notation on or off see also :meth:`set_powerlimits`'
def set_scientific(self, b):
self._scientific = bool(b)
'Sets size thresholds for scientific notation. e.g. ``xaxis.set_powerlimits((-3, 4))`` sets the pre-2007 default in which scientific notation is used for numbers less than 1e-3 or greater than 1e4. See also :meth:`set_scientific`.'
def set_powerlimits(self, lims):
assert (len(lims) == 2), 'argument must be a sequence of length 2' self._powerlimits = lims
'return a short formatted string representation of a number'
def format_data_short(self, value):
return ('%1.3g' % value)
'return a formatted string representation of a number'
def format_data(self, value):
s = self._formatSciNotation(('%1.10e' % value)) return self.fix_minus(s)
'Return scientific notation, plus offset'
def get_offset(self):
if (len(self.locs) == 0): return '' s = '' if (self.orderOfMagnitude or self.offset): offsetStr = '' sciNotStr = '' if self.offset: offsetStr = self.format_data(self.offset) if (self.offset > 0): offsetStr = ('+' + offsetStr) if self.orderOfMagnitude: if (self._usetex or self._useMathText): sciNotStr = self.format_data((10 ** self.orderOfMagnitude)) else: sciNotStr = ('1e%d' % self.orderOfMagnitude) if self._useMathText: if (sciNotStr != ''): sciNotStr = ('\\times\\mathdefault{%s}' % sciNotStr) s = ''.join(('$', sciNotStr, '\\mathdefault{', offsetStr, '}$')) elif self._usetex: if (sciNotStr != ''): sciNotStr = ('\\times%s' % sciNotStr) s = ''.join(('$', sciNotStr, offsetStr, '$')) else: s = ''.join((sciNotStr, offsetStr)) return self.fix_minus(s)
'set the locations of the ticks'
def set_locs(self, locs):
self.locs = locs if (len(self.locs) > 0): (vmin, vmax) = self.axis.get_view_interval() d = abs((vmax - vmin)) if self._useOffset: self._set_offset(d) self._set_orderOfMagnitude(d) self._set_format()
'*base* is used to locate the decade tick, which will be the only one to be labeled if *labelOnlyBase* is ``False``'
def __init__(self, base=10.0, labelOnlyBase=True):
self._base = (base + 0.0) self.labelOnlyBase = labelOnlyBase self.decadeOnly = True
'change the *base* for labeling - warning: should always match the base used for :class:`LogLocator`'
def base(self, base):
self._base = base
'switch on/off minor ticks labeling'
def label_minor(self, labelOnlyBase):
self.labelOnlyBase = labelOnlyBase
'Return the format for tick val *x* at position *pos*'
def __call__(self, x, pos=None):
(vmin, vmax) = self.axis.get_view_interval() d = abs((vmax - vmin)) b = self._base if (x == 0.0): return '0' sign = np.sign(x) fx = (math.log(abs(x)) / math.log(b)) isDecade = self.is_decade(fx) if ((not isDecade) and self.labelOnlyBase): s = '' elif (x > 10000): s = ('%1.0e' % x) elif (x < 1): s = ('%1.0e' % x) else: s = self.pprint_val(x, d) if (sign == (-1)): s = ('-%s' % s) return self.fix_minus(s)
'return a short formatted string representation of a number'
def format_data_short(self, value):
return ('%1.3g' % value)
'Return the format for tick val *x* at position *pos*'
def __call__(self, x, pos=None):
(vmin, vmax) = self.axis.get_view_interval() (vmin, vmax) = mtransforms.nonsingular(vmin, vmax, expander=0.05) d = abs((vmax - vmin)) b = self._base if (x == 0): return '0' sign = np.sign(x) fx = (math.log(abs(x)) / math.log(b)) isDecade = self.is_decade(fx) if ((not isDecade) and self.labelOnlyBase): s = '' elif (fx > 10000): s = ('%1.0e' % fx) elif (fx < 1): s = ('%1.0e' % fx) else: s = self.pprint_val(fx, d) if (sign == (-1)): s = ('-%s' % s) return self.fix_minus(s)
'Return the format for tick val *x* at position *pos*'
def __call__(self, x, pos=None):
b = self._base if (x == 0): return '$0$' sign = np.sign(x) fx = (math.log(abs(x)) / math.log(b)) isDecade = self.is_decade(fx) usetex = rcParams['text.usetex'] if (sign == (-1)): sign_string = '-' else: sign_string = '' if ((not isDecade) and self.labelOnlyBase): s = '' elif (not isDecade): if usetex: s = ('$%s%d^{%.2f}$' % (sign_string, b, fx)) else: s = ('$\\mathdefault{%s%d^{%.2f}}$' % (sign_string, b, fx)) elif usetex: s = ('$%s%d^{%d}$' % (sign_string, b, self.nearest_long(fx))) else: s = ('$\\mathdefault{%s%d^{%d}}$' % (sign_string, b, self.nearest_long(fx))) return s
'Return the locations of the ticks'
def __call__(self):
raise NotImplementedError('Derived must override')