def set_hover_data(self, hover_data):
"""Set the data that will be shown when the mouse hovers over
the plot and used to create the tick labels.
:param hover_data:
must be a sequence of all k-vectors of the simulation, i.e.
with the same amount of entries than the total number of
indices (integers) on the x-axis.
:return: None
"""
# set the hover data using the parent method:
CustomAxisFormatter.set_hover_data(self, hover_data)
if hover_data is None:
return
# Now we can update the ticks and labels:
self._ticks = []
self._labels = []
try:
# here, hover_data can't be a callable:
axis_length = len(hover_data) - 1
except TypeError:
log.error('KVectorAxisFormatter: Could not set ticks, '
'hover_data must be a sequence.')
return
if axis_length:
step = max(1, np.floor(axis_length / (self._num_ticks - 1)))
self._ticks = np.arange(0, axis_length + 1, step, dtype=np.int32)
vecs = [
self._get_hover_data_from_continuous_index(x) for x in self._ticks
]
if self._fractions:
vecs = self._make_fraction_str(vecs)
for vec in vecs:
try:
lbl = self._format_str.format(*vec)
except IndexError:
log.warning('KVectorAxisFormatter: format_str "{0}" does not '
'match hover_data: {1}'.format(
self._format_str, vec))
lbl = ''
except ValueError:
# vec could be a list of strings, rather than a list of
# numbers, which is normal if self._fractions is True.
# But if format_str is intended for numbers, we need to
# strip the format-spec from it:
lbl = strip_format_spec(self._format_str).format(*vec)
self._labels.append(lbl)
def set_hover_data(self, hover_data):
"""Set the data that will be shown when the mouse hovers over
the plot and used to create the tick labels.
:param hover_data:
must be a sequence of all k-vectors of the simulation, i.e.
with the same amount of entries than the total number of
indices (integers) on the x-axis.
:return: None
"""
# set the hover data using the parent method:
CustomAxisFormatter.set_hover_data(self, hover_data)
if hover_data is None:
return
# Now we can update the ticks and labels:
self._ticks = []
self._labels = []
try:
# here, hover_data can't be a callable:
axis_length = len(hover_data) - 1
except TypeError:
log.error('KVectorAxisFormatter: Could not set ticks, '
'hover_data must be a sequence.')
return
if axis_length:
step = max(1, np.floor(axis_length / (self._num_ticks - 1)))
self._ticks = np.arange(0, axis_length + 1, step, dtype=np.int32)
vecs = [
self._get_hover_data_from_continuous_index(x)
for x in self._ticks]
if self._fractions:
vecs = self._make_fraction_str(vecs)
for vec in vecs:
try:
lbl = self._format_str.format(*vec)
except IndexError:
log.warning(
'KVectorAxisFormatter: format_str "{0}" does not '
'match hover_data: {1}'.format(self._format_str, vec))
lbl = ''
except ValueError:
# vec could be a list of strings, rather than a list of
# numbers, which is normal if self._fractions is True.
# But if format_str is intended for numbers, we need to
# strip the format-spec from it:
lbl = strip_format_spec(self._format_str).format(*vec)
self._labels.append(lbl)
def infer_k_axis_label_from_format_string(format_str):
"""Given a format_str that is intended to format tick labels, infer
an axis label for the k-axis.
:param format_str:
the format string that is intended to be used to create tick
labels by format_str.format(*k_vector), as used in
KVectorAxisFormatter.
:return:
String with an axis label for a k-vector axis.
If it does not succeed, returns an empty string.
"""
# Edit format_str, which usually accepts floats, so that it accepts
# strings.
fstr = strip_format_spec(format_str)
try:
kvec = fstr.format('k_x', 'k_y', 'k_z', '|k|')
except IndexError:
# format_str contains more indices than 0-3:
log.warning('KVectorAxisFormatter: Could not infer axis label '
'from format_str. Please supply axis_label.')
return ''
# simplify:
kvec = re.sub(r'\(k_x\W\s*k_y\W\s*k_z\)', r'\\vec{k}', kvec)
if '$' in kvec:
return defaults.default_x_axis_label.format(kvec)
else:
# add latex math mode if not contained in format_str yet:
# (and preserve spaces)
return defaults.default_x_axis_label.format('$' +
kvec.replace(' ', '\ ') +
'$')
def infer_k_axis_label_from_format_string(format_str):
"""Given a format_str that is intended to format tick labels, infer
an axis label for the k-axis.
:param format_str:
the format string that is intended to be used to create tick
labels by format_str.format(*k_vector), as used in
KVectorAxisFormatter.
:return:
String with an axis label for a k-vector axis.
If it does not succeed, returns an empty string.
"""
# Edit format_str, which usually accepts floats, so that it accepts
# strings.
fstr = strip_format_spec(format_str)
try:
kvec = fstr.format('k_x', 'k_y', 'k_z', '|k|')
except IndexError:
# format_str contains more indices than 0-3:
log.warning('KVectorAxisFormatter: Could not infer axis label '
'from format_str. Please supply axis_label.')
return ''
# simplify:
kvec = re.sub(r'\(k_x\W\s*k_y\W\s*k_z\)', r'\\vec{k}', kvec)
if '$' in kvec:
return defaults.default_x_axis_label.format(kvec)
else:
# add latex math mode if not contained in format_str yet:
# (and preserve spaces)
return defaults.default_x_axis_label.format(
'$' + kvec.replace(' ', '\ ') + '$')