"""StrConverter module containing class StrConverter.""" import numpy as np import matplotlib.units as units __all__ = ['StrConverter'] class StrConverter(units.ConversionInterface): """: A matplotlib converter class. Provides matplotlib conversion functionality for string data values. Valid units for string are: - 'indexed' : Values are indexed as they are specified for plotting. - 'sorted' : Values are sorted alphanumerically. - 'inverted' : Values are inverted so that the first value is on top. - 'sorted-inverted' : A combination of 'sorted' and 'inverted' """ @staticmethod def axisinfo(unit, axis): """: Returns information on how to handle an axis that has string data. = INPUT VARIABLES - axis The axis using this converter. - unit The units to use for a axis with string data. = RETURN VALUE - Returns a matplotlib AxisInfo data structure that contains minor/major formatters, major/minor locators, and default label information. """ return None @staticmethod def convert(value, unit, axis): """: Convert value using unit to a float. If value is a sequence, return the converted sequence. = INPUT VARIABLES - axis The axis using this converter. - value The value or list of values that need to be converted. - unit The units to use for a axis with Epoch data. = RETURN VALUE - Returns the value parameter converted to floats. """ if units.ConversionInterface.is_numlike(value): return value if value == []: return [] # we delay loading to make matplotlib happy ax = axis.axes if axis is ax.get_xaxis(): isXAxis = True else: isXAxis = False axis.get_major_ticks() ticks = axis.get_ticklocs() labels = axis.get_ticklabels() labels = [l.get_text() for l in labels if l.get_text()] if not labels: ticks = [] labels = [] if not np.iterable(value): value = [value] newValues = [] for v in value: if v not in labels and v not in newValues: newValues.append(v) for v in newValues: if labels: labels.append(v) else: labels = [v] # DISABLED: This is disabled because matplotlib bar plots do not # DISABLED: recalculate the unit conversion of the data values # DISABLED: this is due to design and is not really a bug. # DISABLED: If this gets changed, then we can activate the following # DISABLED: block of code. Note that this works for line plots. # DISABLED if unit: # DISABLED if unit.find("sorted") > -1: # DISABLED labels.sort() # DISABLED if unit.find("inverted") > -1: # DISABLED labels = labels[::-1] # add padding (so they do not appear on the axes themselves) labels = [''] + labels + [''] ticks = list(range(len(labels))) ticks[0] = 0.5 ticks[-1] = ticks[-1] - 0.5 axis.set_ticks(ticks) axis.set_ticklabels(labels) # we have to do the following lines to make ax.autoscale_view work loc = axis.get_major_locator() loc.set_bounds(ticks[0], ticks[-1]) if isXAxis: ax.set_xlim(ticks[0], ticks[-1]) else: ax.set_ylim(ticks[0], ticks[-1]) result = [] for v in value: # If v is not in labels then something went wrong with adding new # labels to the list of old labels. errmsg = "This is due to a logic error in the StrConverter class." errmsg += " Please report this error and its message in bugzilla." assert v in labels, errmsg result.append(ticks[labels.index(v)]) ax.viewLim.ignore(-1) return result @staticmethod def default_units(value, axis): """: Return the default unit for value, or None. = INPUT VARIABLES - axis The axis using this converter. - value The value or list of values that need units. = RETURN VALUE - Returns the default units to use for value. Return the default unit for value, or None. """ # The default behavior for string indexing. return "indexed"