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- vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/__init__.py +14 -0
- vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/angle_helper.py +394 -0
- vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/axes_divider.py +2 -0
- vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/axis_artist.py +1115 -0
- vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/axisline_style.py +193 -0
- vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/axislines.py +479 -0
- vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/floating_axes.py +275 -0
- vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/grid_finder.py +326 -0
- vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/grid_helper_curvelinear.py +328 -0
- vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/parasite_axes.py +7 -0
- vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/tests/__init__.py +10 -0
- vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/tests/test_axis_artist.py +99 -0
- vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/tests/test_axislines.py +147 -0
- vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/tests/test_grid_finder.py +34 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/__init__.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/_locale_data.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/auth.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/autoreload.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/concurrent.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/curl_httpclient.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/escape.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/gen.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/http1connection.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/httpclient.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/httpserver.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/httputil.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/ioloop.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/iostream.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/locale.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/locks.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/log.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/netutil.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/options.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/process.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/queues.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/routing.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/simple_httpclient.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/tcpclient.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/tcpserver.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/template.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/testing.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/util.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/websocket.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/__pycache__/wsgi.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/test/__pycache__/__init__.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/test/__pycache__/asyncio_test.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/test/__pycache__/autoreload_test.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/test/__pycache__/concurrent_test.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/test/__pycache__/escape_test.cpython-310.pyc +0 -0
- vlmpy310/lib/python3.10/site-packages/tornado/test/__pycache__/gen_test.cpython-310.pyc +0 -0
vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/__init__.py
ADDED
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from .axislines import Axes
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from .axislines import ( # noqa: F401
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AxesZero, AxisArtistHelper, AxisArtistHelperRectlinear,
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GridHelperBase, GridHelperRectlinear, Subplot, SubplotZero)
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from .axis_artist import AxisArtist, GridlinesCollection # noqa: F401
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from .grid_helper_curvelinear import GridHelperCurveLinear # noqa: F401
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from .floating_axes import FloatingAxes, FloatingSubplot # noqa: F401
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from mpl_toolkits.axes_grid1.parasite_axes import (
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host_axes_class_factory, parasite_axes_class_factory)
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ParasiteAxes = parasite_axes_class_factory(Axes)
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HostAxes = host_axes_class_factory(Axes)
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SubplotHost = HostAxes
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vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/angle_helper.py
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|
| 1 |
+
import numpy as np
|
| 2 |
+
import math
|
| 3 |
+
|
| 4 |
+
from mpl_toolkits.axisartist.grid_finder import ExtremeFinderSimple
|
| 5 |
+
|
| 6 |
+
|
| 7 |
+
def select_step_degree(dv):
|
| 8 |
+
|
| 9 |
+
degree_limits_ = [1.5, 3, 7, 13, 20, 40, 70, 120, 270, 520]
|
| 10 |
+
degree_steps_ = [1, 2, 5, 10, 15, 30, 45, 90, 180, 360]
|
| 11 |
+
degree_factors = [1.] * len(degree_steps_)
|
| 12 |
+
|
| 13 |
+
minsec_limits_ = [1.5, 2.5, 3.5, 8, 11, 18, 25, 45]
|
| 14 |
+
minsec_steps_ = [1, 2, 3, 5, 10, 15, 20, 30]
|
| 15 |
+
|
| 16 |
+
minute_limits_ = np.array(minsec_limits_) / 60
|
| 17 |
+
minute_factors = [60.] * len(minute_limits_)
|
| 18 |
+
|
| 19 |
+
second_limits_ = np.array(minsec_limits_) / 3600
|
| 20 |
+
second_factors = [3600.] * len(second_limits_)
|
| 21 |
+
|
| 22 |
+
degree_limits = [*second_limits_, *minute_limits_, *degree_limits_]
|
| 23 |
+
degree_steps = [*minsec_steps_, *minsec_steps_, *degree_steps_]
|
| 24 |
+
degree_factors = [*second_factors, *minute_factors, *degree_factors]
|
| 25 |
+
|
| 26 |
+
n = np.searchsorted(degree_limits, dv)
|
| 27 |
+
step = degree_steps[n]
|
| 28 |
+
factor = degree_factors[n]
|
| 29 |
+
|
| 30 |
+
return step, factor
|
| 31 |
+
|
| 32 |
+
|
| 33 |
+
def select_step_hour(dv):
|
| 34 |
+
|
| 35 |
+
hour_limits_ = [1.5, 2.5, 3.5, 5, 7, 10, 15, 21, 36]
|
| 36 |
+
hour_steps_ = [1, 2, 3, 4, 6, 8, 12, 18, 24]
|
| 37 |
+
hour_factors = [1.] * len(hour_steps_)
|
| 38 |
+
|
| 39 |
+
minsec_limits_ = [1.5, 2.5, 3.5, 4.5, 5.5, 8, 11, 14, 18, 25, 45]
|
| 40 |
+
minsec_steps_ = [1, 2, 3, 4, 5, 6, 10, 12, 15, 20, 30]
|
| 41 |
+
|
| 42 |
+
minute_limits_ = np.array(minsec_limits_) / 60
|
| 43 |
+
minute_factors = [60.] * len(minute_limits_)
|
| 44 |
+
|
| 45 |
+
second_limits_ = np.array(minsec_limits_) / 3600
|
| 46 |
+
second_factors = [3600.] * len(second_limits_)
|
| 47 |
+
|
| 48 |
+
hour_limits = [*second_limits_, *minute_limits_, *hour_limits_]
|
| 49 |
+
hour_steps = [*minsec_steps_, *minsec_steps_, *hour_steps_]
|
| 50 |
+
hour_factors = [*second_factors, *minute_factors, *hour_factors]
|
| 51 |
+
|
| 52 |
+
n = np.searchsorted(hour_limits, dv)
|
| 53 |
+
step = hour_steps[n]
|
| 54 |
+
factor = hour_factors[n]
|
| 55 |
+
|
| 56 |
+
return step, factor
|
| 57 |
+
|
| 58 |
+
|
| 59 |
+
def select_step_sub(dv):
|
| 60 |
+
|
| 61 |
+
# subarcsec or degree
|
| 62 |
+
tmp = 10.**(int(math.log10(dv))-1.)
|
| 63 |
+
|
| 64 |
+
factor = 1./tmp
|
| 65 |
+
|
| 66 |
+
if 1.5*tmp >= dv:
|
| 67 |
+
step = 1
|
| 68 |
+
elif 3.*tmp >= dv:
|
| 69 |
+
step = 2
|
| 70 |
+
elif 7.*tmp >= dv:
|
| 71 |
+
step = 5
|
| 72 |
+
else:
|
| 73 |
+
step = 1
|
| 74 |
+
factor = 0.1*factor
|
| 75 |
+
|
| 76 |
+
return step, factor
|
| 77 |
+
|
| 78 |
+
|
| 79 |
+
def select_step(v1, v2, nv, hour=False, include_last=True,
|
| 80 |
+
threshold_factor=3600.):
|
| 81 |
+
|
| 82 |
+
if v1 > v2:
|
| 83 |
+
v1, v2 = v2, v1
|
| 84 |
+
|
| 85 |
+
dv = (v2 - v1) / nv
|
| 86 |
+
|
| 87 |
+
if hour:
|
| 88 |
+
_select_step = select_step_hour
|
| 89 |
+
cycle = 24.
|
| 90 |
+
else:
|
| 91 |
+
_select_step = select_step_degree
|
| 92 |
+
cycle = 360.
|
| 93 |
+
|
| 94 |
+
# for degree
|
| 95 |
+
if dv > 1 / threshold_factor:
|
| 96 |
+
step, factor = _select_step(dv)
|
| 97 |
+
else:
|
| 98 |
+
step, factor = select_step_sub(dv*threshold_factor)
|
| 99 |
+
|
| 100 |
+
factor = factor * threshold_factor
|
| 101 |
+
|
| 102 |
+
levs = np.arange(np.floor(v1 * factor / step),
|
| 103 |
+
np.ceil(v2 * factor / step) + 0.5,
|
| 104 |
+
dtype=int) * step
|
| 105 |
+
|
| 106 |
+
# n : number of valid levels. If there is a cycle, e.g., [0, 90, 180,
|
| 107 |
+
# 270, 360], the grid line needs to be extended from 0 to 360, so
|
| 108 |
+
# we need to return the whole array. However, the last level (360)
|
| 109 |
+
# needs to be ignored often. In this case, so we return n=4.
|
| 110 |
+
|
| 111 |
+
n = len(levs)
|
| 112 |
+
|
| 113 |
+
# we need to check the range of values
|
| 114 |
+
# for example, -90 to 90, 0 to 360,
|
| 115 |
+
|
| 116 |
+
if factor == 1. and levs[-1] >= levs[0] + cycle: # check for cycle
|
| 117 |
+
nv = int(cycle / step)
|
| 118 |
+
if include_last:
|
| 119 |
+
levs = levs[0] + np.arange(0, nv+1, 1) * step
|
| 120 |
+
else:
|
| 121 |
+
levs = levs[0] + np.arange(0, nv, 1) * step
|
| 122 |
+
|
| 123 |
+
n = len(levs)
|
| 124 |
+
|
| 125 |
+
return np.array(levs), n, factor
|
| 126 |
+
|
| 127 |
+
|
| 128 |
+
def select_step24(v1, v2, nv, include_last=True, threshold_factor=3600):
|
| 129 |
+
v1, v2 = v1 / 15, v2 / 15
|
| 130 |
+
levs, n, factor = select_step(v1, v2, nv, hour=True,
|
| 131 |
+
include_last=include_last,
|
| 132 |
+
threshold_factor=threshold_factor)
|
| 133 |
+
return levs * 15, n, factor
|
| 134 |
+
|
| 135 |
+
|
| 136 |
+
def select_step360(v1, v2, nv, include_last=True, threshold_factor=3600):
|
| 137 |
+
return select_step(v1, v2, nv, hour=False,
|
| 138 |
+
include_last=include_last,
|
| 139 |
+
threshold_factor=threshold_factor)
|
| 140 |
+
|
| 141 |
+
|
| 142 |
+
class LocatorBase:
|
| 143 |
+
def __init__(self, nbins, include_last=True):
|
| 144 |
+
self.nbins = nbins
|
| 145 |
+
self._include_last = include_last
|
| 146 |
+
|
| 147 |
+
def set_params(self, nbins=None):
|
| 148 |
+
if nbins is not None:
|
| 149 |
+
self.nbins = int(nbins)
|
| 150 |
+
|
| 151 |
+
|
| 152 |
+
class LocatorHMS(LocatorBase):
|
| 153 |
+
def __call__(self, v1, v2):
|
| 154 |
+
return select_step24(v1, v2, self.nbins, self._include_last)
|
| 155 |
+
|
| 156 |
+
|
| 157 |
+
class LocatorHM(LocatorBase):
|
| 158 |
+
def __call__(self, v1, v2):
|
| 159 |
+
return select_step24(v1, v2, self.nbins, self._include_last,
|
| 160 |
+
threshold_factor=60)
|
| 161 |
+
|
| 162 |
+
|
| 163 |
+
class LocatorH(LocatorBase):
|
| 164 |
+
def __call__(self, v1, v2):
|
| 165 |
+
return select_step24(v1, v2, self.nbins, self._include_last,
|
| 166 |
+
threshold_factor=1)
|
| 167 |
+
|
| 168 |
+
|
| 169 |
+
class LocatorDMS(LocatorBase):
|
| 170 |
+
def __call__(self, v1, v2):
|
| 171 |
+
return select_step360(v1, v2, self.nbins, self._include_last)
|
| 172 |
+
|
| 173 |
+
|
| 174 |
+
class LocatorDM(LocatorBase):
|
| 175 |
+
def __call__(self, v1, v2):
|
| 176 |
+
return select_step360(v1, v2, self.nbins, self._include_last,
|
| 177 |
+
threshold_factor=60)
|
| 178 |
+
|
| 179 |
+
|
| 180 |
+
class LocatorD(LocatorBase):
|
| 181 |
+
def __call__(self, v1, v2):
|
| 182 |
+
return select_step360(v1, v2, self.nbins, self._include_last,
|
| 183 |
+
threshold_factor=1)
|
| 184 |
+
|
| 185 |
+
|
| 186 |
+
class FormatterDMS:
|
| 187 |
+
deg_mark = r"^{\circ}"
|
| 188 |
+
min_mark = r"^{\prime}"
|
| 189 |
+
sec_mark = r"^{\prime\prime}"
|
| 190 |
+
|
| 191 |
+
fmt_d = "$%d" + deg_mark + "$"
|
| 192 |
+
fmt_ds = r"$%d.%s" + deg_mark + "$"
|
| 193 |
+
|
| 194 |
+
# %s for sign
|
| 195 |
+
fmt_d_m = r"$%s%d" + deg_mark + r"\,%02d" + min_mark + "$"
|
| 196 |
+
fmt_d_ms = r"$%s%d" + deg_mark + r"\,%02d.%s" + min_mark + "$"
|
| 197 |
+
|
| 198 |
+
fmt_d_m_partial = "$%s%d" + deg_mark + r"\,%02d" + min_mark + r"\,"
|
| 199 |
+
fmt_s_partial = "%02d" + sec_mark + "$"
|
| 200 |
+
fmt_ss_partial = "%02d.%s" + sec_mark + "$"
|
| 201 |
+
|
| 202 |
+
def _get_number_fraction(self, factor):
|
| 203 |
+
## check for fractional numbers
|
| 204 |
+
number_fraction = None
|
| 205 |
+
# check for 60
|
| 206 |
+
|
| 207 |
+
for threshold in [1, 60, 3600]:
|
| 208 |
+
if factor <= threshold:
|
| 209 |
+
break
|
| 210 |
+
|
| 211 |
+
d = factor // threshold
|
| 212 |
+
int_log_d = int(np.floor(np.log10(d)))
|
| 213 |
+
if 10**int_log_d == d and d != 1:
|
| 214 |
+
number_fraction = int_log_d
|
| 215 |
+
factor = factor // 10**int_log_d
|
| 216 |
+
return factor, number_fraction
|
| 217 |
+
|
| 218 |
+
return factor, number_fraction
|
| 219 |
+
|
| 220 |
+
def __call__(self, direction, factor, values):
|
| 221 |
+
if len(values) == 0:
|
| 222 |
+
return []
|
| 223 |
+
|
| 224 |
+
ss = np.sign(values)
|
| 225 |
+
signs = ["-" if v < 0 else "" for v in values]
|
| 226 |
+
|
| 227 |
+
factor, number_fraction = self._get_number_fraction(factor)
|
| 228 |
+
|
| 229 |
+
values = np.abs(values)
|
| 230 |
+
|
| 231 |
+
if number_fraction is not None:
|
| 232 |
+
values, frac_part = divmod(values, 10 ** number_fraction)
|
| 233 |
+
frac_fmt = "%%0%dd" % (number_fraction,)
|
| 234 |
+
frac_str = [frac_fmt % (f1,) for f1 in frac_part]
|
| 235 |
+
|
| 236 |
+
if factor == 1:
|
| 237 |
+
if number_fraction is None:
|
| 238 |
+
return [self.fmt_d % (s * int(v),) for s, v in zip(ss, values)]
|
| 239 |
+
else:
|
| 240 |
+
return [self.fmt_ds % (s * int(v), f1)
|
| 241 |
+
for s, v, f1 in zip(ss, values, frac_str)]
|
| 242 |
+
elif factor == 60:
|
| 243 |
+
deg_part, min_part = divmod(values, 60)
|
| 244 |
+
if number_fraction is None:
|
| 245 |
+
return [self.fmt_d_m % (s1, d1, m1)
|
| 246 |
+
for s1, d1, m1 in zip(signs, deg_part, min_part)]
|
| 247 |
+
else:
|
| 248 |
+
return [self.fmt_d_ms % (s, d1, m1, f1)
|
| 249 |
+
for s, d1, m1, f1
|
| 250 |
+
in zip(signs, deg_part, min_part, frac_str)]
|
| 251 |
+
|
| 252 |
+
elif factor == 3600:
|
| 253 |
+
if ss[-1] == -1:
|
| 254 |
+
inverse_order = True
|
| 255 |
+
values = values[::-1]
|
| 256 |
+
signs = signs[::-1]
|
| 257 |
+
else:
|
| 258 |
+
inverse_order = False
|
| 259 |
+
|
| 260 |
+
l_hm_old = ""
|
| 261 |
+
r = []
|
| 262 |
+
|
| 263 |
+
deg_part, min_part_ = divmod(values, 3600)
|
| 264 |
+
min_part, sec_part = divmod(min_part_, 60)
|
| 265 |
+
|
| 266 |
+
if number_fraction is None:
|
| 267 |
+
sec_str = [self.fmt_s_partial % (s1,) for s1 in sec_part]
|
| 268 |
+
else:
|
| 269 |
+
sec_str = [self.fmt_ss_partial % (s1, f1)
|
| 270 |
+
for s1, f1 in zip(sec_part, frac_str)]
|
| 271 |
+
|
| 272 |
+
for s, d1, m1, s1 in zip(signs, deg_part, min_part, sec_str):
|
| 273 |
+
l_hm = self.fmt_d_m_partial % (s, d1, m1)
|
| 274 |
+
if l_hm != l_hm_old:
|
| 275 |
+
l_hm_old = l_hm
|
| 276 |
+
l = l_hm + s1
|
| 277 |
+
else:
|
| 278 |
+
l = "$" + s + s1
|
| 279 |
+
r.append(l)
|
| 280 |
+
|
| 281 |
+
if inverse_order:
|
| 282 |
+
return r[::-1]
|
| 283 |
+
else:
|
| 284 |
+
return r
|
| 285 |
+
|
| 286 |
+
else: # factor > 3600.
|
| 287 |
+
return [r"$%s^{\circ}$" % v for v in ss*values]
|
| 288 |
+
|
| 289 |
+
|
| 290 |
+
class FormatterHMS(FormatterDMS):
|
| 291 |
+
deg_mark = r"^\mathrm{h}"
|
| 292 |
+
min_mark = r"^\mathrm{m}"
|
| 293 |
+
sec_mark = r"^\mathrm{s}"
|
| 294 |
+
|
| 295 |
+
fmt_d = "$%d" + deg_mark + "$"
|
| 296 |
+
fmt_ds = r"$%d.%s" + deg_mark + "$"
|
| 297 |
+
|
| 298 |
+
# %s for sign
|
| 299 |
+
fmt_d_m = r"$%s%d" + deg_mark + r"\,%02d" + min_mark+"$"
|
| 300 |
+
fmt_d_ms = r"$%s%d" + deg_mark + r"\,%02d.%s" + min_mark+"$"
|
| 301 |
+
|
| 302 |
+
fmt_d_m_partial = "$%s%d" + deg_mark + r"\,%02d" + min_mark + r"\,"
|
| 303 |
+
fmt_s_partial = "%02d" + sec_mark + "$"
|
| 304 |
+
fmt_ss_partial = "%02d.%s" + sec_mark + "$"
|
| 305 |
+
|
| 306 |
+
def __call__(self, direction, factor, values): # hour
|
| 307 |
+
return super().__call__(direction, factor, np.asarray(values) / 15)
|
| 308 |
+
|
| 309 |
+
|
| 310 |
+
class ExtremeFinderCycle(ExtremeFinderSimple):
|
| 311 |
+
# docstring inherited
|
| 312 |
+
|
| 313 |
+
def __init__(self, nx, ny,
|
| 314 |
+
lon_cycle=360., lat_cycle=None,
|
| 315 |
+
lon_minmax=None, lat_minmax=(-90, 90)):
|
| 316 |
+
"""
|
| 317 |
+
This subclass handles the case where one or both coordinates should be
|
| 318 |
+
taken modulo 360, or be restricted to not exceed a specific range.
|
| 319 |
+
|
| 320 |
+
Parameters
|
| 321 |
+
----------
|
| 322 |
+
nx, ny : int
|
| 323 |
+
The number of samples in each direction.
|
| 324 |
+
|
| 325 |
+
lon_cycle, lat_cycle : 360 or None
|
| 326 |
+
If not None, values in the corresponding direction are taken modulo
|
| 327 |
+
*lon_cycle* or *lat_cycle*; in theory this can be any number but
|
| 328 |
+
the implementation actually assumes that it is 360 (if not None);
|
| 329 |
+
other values give nonsensical results.
|
| 330 |
+
|
| 331 |
+
This is done by "unwrapping" the transformed grid coordinates so
|
| 332 |
+
that jumps are less than a half-cycle; then normalizing the span to
|
| 333 |
+
no more than a full cycle.
|
| 334 |
+
|
| 335 |
+
For example, if values are in the union of the [0, 2] and
|
| 336 |
+
[358, 360] intervals (typically, angles measured modulo 360), the
|
| 337 |
+
values in the second interval are normalized to [-2, 0] instead so
|
| 338 |
+
that the values now cover [-2, 2]. If values are in a range of
|
| 339 |
+
[5, 1000], this gets normalized to [5, 365].
|
| 340 |
+
|
| 341 |
+
lon_minmax, lat_minmax : (float, float) or None
|
| 342 |
+
If not None, the computed bounding box is clipped to the given
|
| 343 |
+
range in the corresponding direction.
|
| 344 |
+
"""
|
| 345 |
+
self.nx, self.ny = nx, ny
|
| 346 |
+
self.lon_cycle, self.lat_cycle = lon_cycle, lat_cycle
|
| 347 |
+
self.lon_minmax = lon_minmax
|
| 348 |
+
self.lat_minmax = lat_minmax
|
| 349 |
+
|
| 350 |
+
def __call__(self, transform_xy, x1, y1, x2, y2):
|
| 351 |
+
# docstring inherited
|
| 352 |
+
x, y = np.meshgrid(
|
| 353 |
+
np.linspace(x1, x2, self.nx), np.linspace(y1, y2, self.ny))
|
| 354 |
+
lon, lat = transform_xy(np.ravel(x), np.ravel(y))
|
| 355 |
+
|
| 356 |
+
# iron out jumps, but algorithm should be improved.
|
| 357 |
+
# This is just naive way of doing and my fail for some cases.
|
| 358 |
+
# Consider replacing this with numpy.unwrap
|
| 359 |
+
# We are ignoring invalid warnings. They are triggered when
|
| 360 |
+
# comparing arrays with NaNs using > We are already handling
|
| 361 |
+
# that correctly using np.nanmin and np.nanmax
|
| 362 |
+
with np.errstate(invalid='ignore'):
|
| 363 |
+
if self.lon_cycle is not None:
|
| 364 |
+
lon0 = np.nanmin(lon)
|
| 365 |
+
lon -= 360. * ((lon - lon0) > 180.)
|
| 366 |
+
if self.lat_cycle is not None:
|
| 367 |
+
lat0 = np.nanmin(lat)
|
| 368 |
+
lat -= 360. * ((lat - lat0) > 180.)
|
| 369 |
+
|
| 370 |
+
lon_min, lon_max = np.nanmin(lon), np.nanmax(lon)
|
| 371 |
+
lat_min, lat_max = np.nanmin(lat), np.nanmax(lat)
|
| 372 |
+
|
| 373 |
+
lon_min, lon_max, lat_min, lat_max = \
|
| 374 |
+
self._add_pad(lon_min, lon_max, lat_min, lat_max)
|
| 375 |
+
|
| 376 |
+
# check cycle
|
| 377 |
+
if self.lon_cycle:
|
| 378 |
+
lon_max = min(lon_max, lon_min + self.lon_cycle)
|
| 379 |
+
if self.lat_cycle:
|
| 380 |
+
lat_max = min(lat_max, lat_min + self.lat_cycle)
|
| 381 |
+
|
| 382 |
+
if self.lon_minmax is not None:
|
| 383 |
+
min0 = self.lon_minmax[0]
|
| 384 |
+
lon_min = max(min0, lon_min)
|
| 385 |
+
max0 = self.lon_minmax[1]
|
| 386 |
+
lon_max = min(max0, lon_max)
|
| 387 |
+
|
| 388 |
+
if self.lat_minmax is not None:
|
| 389 |
+
min0 = self.lat_minmax[0]
|
| 390 |
+
lat_min = max(min0, lat_min)
|
| 391 |
+
max0 = self.lat_minmax[1]
|
| 392 |
+
lat_max = min(max0, lat_max)
|
| 393 |
+
|
| 394 |
+
return lon_min, lon_max, lat_min, lat_max
|
vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/axes_divider.py
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from mpl_toolkits.axes_grid1.axes_divider import ( # noqa
|
| 2 |
+
Divider, SubplotDivider, AxesDivider, make_axes_locatable)
|
vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/axis_artist.py
ADDED
|
@@ -0,0 +1,1115 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
| 1 |
+
"""
|
| 2 |
+
The :mod:`.axis_artist` module implements custom artists to draw axis elements
|
| 3 |
+
(axis lines and labels, tick lines and labels, grid lines).
|
| 4 |
+
|
| 5 |
+
Axis lines and labels and tick lines and labels are managed by the `AxisArtist`
|
| 6 |
+
class; grid lines are managed by the `GridlinesCollection` class.
|
| 7 |
+
|
| 8 |
+
There is one `AxisArtist` per Axis; it can be accessed through
|
| 9 |
+
the ``axis`` dictionary of the parent Axes (which should be a
|
| 10 |
+
`mpl_toolkits.axislines.Axes`), e.g. ``ax.axis["bottom"]``.
|
| 11 |
+
|
| 12 |
+
Children of the AxisArtist are accessed as attributes: ``.line`` and ``.label``
|
| 13 |
+
for the axis line and label, ``.major_ticks``, ``.major_ticklabels``,
|
| 14 |
+
``.minor_ticks``, ``.minor_ticklabels`` for the tick lines and labels (e.g.
|
| 15 |
+
``ax.axis["bottom"].line``).
|
| 16 |
+
|
| 17 |
+
Children properties (colors, fonts, line widths, etc.) can be set using
|
| 18 |
+
setters, e.g. ::
|
| 19 |
+
|
| 20 |
+
# Make the major ticks of the bottom axis red.
|
| 21 |
+
ax.axis["bottom"].major_ticks.set_color("red")
|
| 22 |
+
|
| 23 |
+
However, things like the locations of ticks, and their ticklabels need to be
|
| 24 |
+
changed from the side of the grid_helper.
|
| 25 |
+
|
| 26 |
+
axis_direction
|
| 27 |
+
--------------
|
| 28 |
+
|
| 29 |
+
`AxisArtist`, `AxisLabel`, `TickLabels` have an *axis_direction* attribute,
|
| 30 |
+
which adjusts the location, angle, etc. The *axis_direction* must be one of
|
| 31 |
+
"left", "right", "bottom", "top", and follows the Matplotlib convention for
|
| 32 |
+
rectangular axis.
|
| 33 |
+
|
| 34 |
+
For example, for the *bottom* axis (the left and right is relative to the
|
| 35 |
+
direction of the increasing coordinate),
|
| 36 |
+
|
| 37 |
+
* ticklabels and axislabel are on the right
|
| 38 |
+
* ticklabels and axislabel have text angle of 0
|
| 39 |
+
* ticklabels are baseline, center-aligned
|
| 40 |
+
* axislabel is top, center-aligned
|
| 41 |
+
|
| 42 |
+
The text angles are actually relative to (90 + angle of the direction to the
|
| 43 |
+
ticklabel), which gives 0 for bottom axis.
|
| 44 |
+
|
| 45 |
+
=================== ====== ======== ====== ========
|
| 46 |
+
Property left bottom right top
|
| 47 |
+
=================== ====== ======== ====== ========
|
| 48 |
+
ticklabel location left right right left
|
| 49 |
+
axislabel location left right right left
|
| 50 |
+
ticklabel angle 90 0 -90 180
|
| 51 |
+
axislabel angle 180 0 0 180
|
| 52 |
+
ticklabel va center baseline center baseline
|
| 53 |
+
axislabel va center top center bottom
|
| 54 |
+
ticklabel ha right center right center
|
| 55 |
+
axislabel ha right center right center
|
| 56 |
+
=================== ====== ======== ====== ========
|
| 57 |
+
|
| 58 |
+
Ticks are by default direct opposite side of the ticklabels. To make ticks to
|
| 59 |
+
the same side of the ticklabels, ::
|
| 60 |
+
|
| 61 |
+
ax.axis["bottom"].major_ticks.set_tick_out(True)
|
| 62 |
+
|
| 63 |
+
The following attributes can be customized (use the ``set_xxx`` methods):
|
| 64 |
+
|
| 65 |
+
* `Ticks`: ticksize, tick_out
|
| 66 |
+
* `TickLabels`: pad
|
| 67 |
+
* `AxisLabel`: pad
|
| 68 |
+
"""
|
| 69 |
+
|
| 70 |
+
# FIXME :
|
| 71 |
+
# angles are given in data coordinate - need to convert it to canvas coordinate
|
| 72 |
+
|
| 73 |
+
|
| 74 |
+
from operator import methodcaller
|
| 75 |
+
|
| 76 |
+
import numpy as np
|
| 77 |
+
|
| 78 |
+
import matplotlib as mpl
|
| 79 |
+
from matplotlib import _api, cbook
|
| 80 |
+
import matplotlib.artist as martist
|
| 81 |
+
import matplotlib.colors as mcolors
|
| 82 |
+
import matplotlib.text as mtext
|
| 83 |
+
from matplotlib.collections import LineCollection
|
| 84 |
+
from matplotlib.lines import Line2D
|
| 85 |
+
from matplotlib.patches import PathPatch
|
| 86 |
+
from matplotlib.path import Path
|
| 87 |
+
from matplotlib.transforms import (
|
| 88 |
+
Affine2D, Bbox, IdentityTransform, ScaledTranslation)
|
| 89 |
+
|
| 90 |
+
from .axisline_style import AxislineStyle
|
| 91 |
+
|
| 92 |
+
|
| 93 |
+
class AttributeCopier:
|
| 94 |
+
def get_ref_artist(self):
|
| 95 |
+
"""
|
| 96 |
+
Return the underlying artist that actually defines some properties
|
| 97 |
+
(e.g., color) of this artist.
|
| 98 |
+
"""
|
| 99 |
+
raise RuntimeError("get_ref_artist must overridden")
|
| 100 |
+
|
| 101 |
+
def get_attribute_from_ref_artist(self, attr_name):
|
| 102 |
+
getter = methodcaller("get_" + attr_name)
|
| 103 |
+
prop = getter(super())
|
| 104 |
+
return getter(self.get_ref_artist()) if prop == "auto" else prop
|
| 105 |
+
|
| 106 |
+
|
| 107 |
+
class Ticks(AttributeCopier, Line2D):
|
| 108 |
+
"""
|
| 109 |
+
Ticks are derived from `.Line2D`, and note that ticks themselves
|
| 110 |
+
are markers. Thus, you should use set_mec, set_mew, etc.
|
| 111 |
+
|
| 112 |
+
To change the tick size (length), you need to use
|
| 113 |
+
`set_ticksize`. To change the direction of the ticks (ticks are
|
| 114 |
+
in opposite direction of ticklabels by default), use
|
| 115 |
+
``set_tick_out(False)``
|
| 116 |
+
"""
|
| 117 |
+
|
| 118 |
+
def __init__(self, ticksize, tick_out=False, *, axis=None, **kwargs):
|
| 119 |
+
self._ticksize = ticksize
|
| 120 |
+
self.locs_angles_labels = []
|
| 121 |
+
|
| 122 |
+
self.set_tick_out(tick_out)
|
| 123 |
+
|
| 124 |
+
self._axis = axis
|
| 125 |
+
if self._axis is not None:
|
| 126 |
+
if "color" not in kwargs:
|
| 127 |
+
kwargs["color"] = "auto"
|
| 128 |
+
if "mew" not in kwargs and "markeredgewidth" not in kwargs:
|
| 129 |
+
kwargs["markeredgewidth"] = "auto"
|
| 130 |
+
|
| 131 |
+
Line2D.__init__(self, [0.], [0.], **kwargs)
|
| 132 |
+
self.set_snap(True)
|
| 133 |
+
|
| 134 |
+
def get_ref_artist(self):
|
| 135 |
+
# docstring inherited
|
| 136 |
+
return self._axis.majorTicks[0].tick1line
|
| 137 |
+
|
| 138 |
+
def set_color(self, color):
|
| 139 |
+
# docstring inherited
|
| 140 |
+
# Unlike the base Line2D.set_color, this also supports "auto".
|
| 141 |
+
if not cbook._str_equal(color, "auto"):
|
| 142 |
+
mcolors._check_color_like(color=color)
|
| 143 |
+
self._color = color
|
| 144 |
+
self.stale = True
|
| 145 |
+
|
| 146 |
+
def get_color(self):
|
| 147 |
+
return self.get_attribute_from_ref_artist("color")
|
| 148 |
+
|
| 149 |
+
def get_markeredgecolor(self):
|
| 150 |
+
return self.get_attribute_from_ref_artist("markeredgecolor")
|
| 151 |
+
|
| 152 |
+
def get_markeredgewidth(self):
|
| 153 |
+
return self.get_attribute_from_ref_artist("markeredgewidth")
|
| 154 |
+
|
| 155 |
+
def set_tick_out(self, b):
|
| 156 |
+
"""Set whether ticks are drawn inside or outside the axes."""
|
| 157 |
+
self._tick_out = b
|
| 158 |
+
|
| 159 |
+
def get_tick_out(self):
|
| 160 |
+
"""Return whether ticks are drawn inside or outside the axes."""
|
| 161 |
+
return self._tick_out
|
| 162 |
+
|
| 163 |
+
def set_ticksize(self, ticksize):
|
| 164 |
+
"""Set length of the ticks in points."""
|
| 165 |
+
self._ticksize = ticksize
|
| 166 |
+
|
| 167 |
+
def get_ticksize(self):
|
| 168 |
+
"""Return length of the ticks in points."""
|
| 169 |
+
return self._ticksize
|
| 170 |
+
|
| 171 |
+
def set_locs_angles(self, locs_angles):
|
| 172 |
+
self.locs_angles = locs_angles
|
| 173 |
+
|
| 174 |
+
_tickvert_path = Path([[0., 0.], [1., 0.]])
|
| 175 |
+
|
| 176 |
+
def draw(self, renderer):
|
| 177 |
+
if not self.get_visible():
|
| 178 |
+
return
|
| 179 |
+
|
| 180 |
+
gc = renderer.new_gc()
|
| 181 |
+
gc.set_foreground(self.get_markeredgecolor())
|
| 182 |
+
gc.set_linewidth(self.get_markeredgewidth())
|
| 183 |
+
gc.set_alpha(self._alpha)
|
| 184 |
+
|
| 185 |
+
path_trans = self.get_transform()
|
| 186 |
+
marker_transform = (Affine2D()
|
| 187 |
+
.scale(renderer.points_to_pixels(self._ticksize)))
|
| 188 |
+
if self.get_tick_out():
|
| 189 |
+
marker_transform.rotate_deg(180)
|
| 190 |
+
|
| 191 |
+
for loc, angle in self.locs_angles:
|
| 192 |
+
locs = path_trans.transform_non_affine(np.array([loc]))
|
| 193 |
+
if self.axes and not self.axes.viewLim.contains(*locs[0]):
|
| 194 |
+
continue
|
| 195 |
+
renderer.draw_markers(
|
| 196 |
+
gc, self._tickvert_path,
|
| 197 |
+
marker_transform + Affine2D().rotate_deg(angle),
|
| 198 |
+
Path(locs), path_trans.get_affine())
|
| 199 |
+
|
| 200 |
+
gc.restore()
|
| 201 |
+
|
| 202 |
+
|
| 203 |
+
class LabelBase(mtext.Text):
|
| 204 |
+
"""
|
| 205 |
+
A base class for `.AxisLabel` and `.TickLabels`. The position and
|
| 206 |
+
angle of the text are calculated by the offset_ref_angle,
|
| 207 |
+
text_ref_angle, and offset_radius attributes.
|
| 208 |
+
"""
|
| 209 |
+
|
| 210 |
+
def __init__(self, *args, **kwargs):
|
| 211 |
+
self.locs_angles_labels = []
|
| 212 |
+
self._ref_angle = 0
|
| 213 |
+
self._offset_radius = 0.
|
| 214 |
+
|
| 215 |
+
super().__init__(*args, **kwargs)
|
| 216 |
+
|
| 217 |
+
self.set_rotation_mode("anchor")
|
| 218 |
+
self._text_follow_ref_angle = True
|
| 219 |
+
|
| 220 |
+
@property
|
| 221 |
+
def _text_ref_angle(self):
|
| 222 |
+
if self._text_follow_ref_angle:
|
| 223 |
+
return self._ref_angle + 90
|
| 224 |
+
else:
|
| 225 |
+
return 0
|
| 226 |
+
|
| 227 |
+
@property
|
| 228 |
+
def _offset_ref_angle(self):
|
| 229 |
+
return self._ref_angle
|
| 230 |
+
|
| 231 |
+
_get_opposite_direction = {"left": "right",
|
| 232 |
+
"right": "left",
|
| 233 |
+
"top": "bottom",
|
| 234 |
+
"bottom": "top"}.__getitem__
|
| 235 |
+
|
| 236 |
+
def draw(self, renderer):
|
| 237 |
+
if not self.get_visible():
|
| 238 |
+
return
|
| 239 |
+
|
| 240 |
+
# save original and adjust some properties
|
| 241 |
+
tr = self.get_transform()
|
| 242 |
+
angle_orig = self.get_rotation()
|
| 243 |
+
theta = np.deg2rad(self._offset_ref_angle)
|
| 244 |
+
dd = self._offset_radius
|
| 245 |
+
dx, dy = dd * np.cos(theta), dd * np.sin(theta)
|
| 246 |
+
|
| 247 |
+
self.set_transform(tr + Affine2D().translate(dx, dy))
|
| 248 |
+
self.set_rotation(self._text_ref_angle + angle_orig)
|
| 249 |
+
super().draw(renderer)
|
| 250 |
+
# restore original properties
|
| 251 |
+
self.set_transform(tr)
|
| 252 |
+
self.set_rotation(angle_orig)
|
| 253 |
+
|
| 254 |
+
def get_window_extent(self, renderer=None):
|
| 255 |
+
if renderer is None:
|
| 256 |
+
renderer = self.get_figure(root=True)._get_renderer()
|
| 257 |
+
|
| 258 |
+
# save original and adjust some properties
|
| 259 |
+
tr = self.get_transform()
|
| 260 |
+
angle_orig = self.get_rotation()
|
| 261 |
+
theta = np.deg2rad(self._offset_ref_angle)
|
| 262 |
+
dd = self._offset_radius
|
| 263 |
+
dx, dy = dd * np.cos(theta), dd * np.sin(theta)
|
| 264 |
+
|
| 265 |
+
self.set_transform(tr + Affine2D().translate(dx, dy))
|
| 266 |
+
self.set_rotation(self._text_ref_angle + angle_orig)
|
| 267 |
+
bbox = super().get_window_extent(renderer).frozen()
|
| 268 |
+
# restore original properties
|
| 269 |
+
self.set_transform(tr)
|
| 270 |
+
self.set_rotation(angle_orig)
|
| 271 |
+
|
| 272 |
+
return bbox
|
| 273 |
+
|
| 274 |
+
|
| 275 |
+
class AxisLabel(AttributeCopier, LabelBase):
|
| 276 |
+
"""
|
| 277 |
+
Axis label. Derived from `.Text`. The position of the text is updated
|
| 278 |
+
in the fly, so changing text position has no effect. Otherwise, the
|
| 279 |
+
properties can be changed as a normal `.Text`.
|
| 280 |
+
|
| 281 |
+
To change the pad between tick labels and axis label, use `set_pad`.
|
| 282 |
+
"""
|
| 283 |
+
|
| 284 |
+
def __init__(self, *args, axis_direction="bottom", axis=None, **kwargs):
|
| 285 |
+
self._axis = axis
|
| 286 |
+
self._pad = 5
|
| 287 |
+
self._external_pad = 0 # in pixels
|
| 288 |
+
LabelBase.__init__(self, *args, **kwargs)
|
| 289 |
+
self.set_axis_direction(axis_direction)
|
| 290 |
+
|
| 291 |
+
def set_pad(self, pad):
|
| 292 |
+
"""
|
| 293 |
+
Set the internal pad in points.
|
| 294 |
+
|
| 295 |
+
The actual pad will be the sum of the internal pad and the
|
| 296 |
+
external pad (the latter is set automatically by the `.AxisArtist`).
|
| 297 |
+
|
| 298 |
+
Parameters
|
| 299 |
+
----------
|
| 300 |
+
pad : float
|
| 301 |
+
The internal pad in points.
|
| 302 |
+
"""
|
| 303 |
+
self._pad = pad
|
| 304 |
+
|
| 305 |
+
def get_pad(self):
|
| 306 |
+
"""
|
| 307 |
+
Return the internal pad in points.
|
| 308 |
+
|
| 309 |
+
See `.set_pad` for more details.
|
| 310 |
+
"""
|
| 311 |
+
return self._pad
|
| 312 |
+
|
| 313 |
+
def get_ref_artist(self):
|
| 314 |
+
# docstring inherited
|
| 315 |
+
return self._axis.label
|
| 316 |
+
|
| 317 |
+
def get_text(self):
|
| 318 |
+
# docstring inherited
|
| 319 |
+
t = super().get_text()
|
| 320 |
+
if t == "__from_axes__":
|
| 321 |
+
return self._axis.label.get_text()
|
| 322 |
+
return self._text
|
| 323 |
+
|
| 324 |
+
_default_alignments = dict(left=("bottom", "center"),
|
| 325 |
+
right=("top", "center"),
|
| 326 |
+
bottom=("top", "center"),
|
| 327 |
+
top=("bottom", "center"))
|
| 328 |
+
|
| 329 |
+
def set_default_alignment(self, d):
|
| 330 |
+
"""
|
| 331 |
+
Set the default alignment. See `set_axis_direction` for details.
|
| 332 |
+
|
| 333 |
+
Parameters
|
| 334 |
+
----------
|
| 335 |
+
d : {"left", "bottom", "right", "top"}
|
| 336 |
+
"""
|
| 337 |
+
va, ha = _api.check_getitem(self._default_alignments, d=d)
|
| 338 |
+
self.set_va(va)
|
| 339 |
+
self.set_ha(ha)
|
| 340 |
+
|
| 341 |
+
_default_angles = dict(left=180,
|
| 342 |
+
right=0,
|
| 343 |
+
bottom=0,
|
| 344 |
+
top=180)
|
| 345 |
+
|
| 346 |
+
def set_default_angle(self, d):
|
| 347 |
+
"""
|
| 348 |
+
Set the default angle. See `set_axis_direction` for details.
|
| 349 |
+
|
| 350 |
+
Parameters
|
| 351 |
+
----------
|
| 352 |
+
d : {"left", "bottom", "right", "top"}
|
| 353 |
+
"""
|
| 354 |
+
self.set_rotation(_api.check_getitem(self._default_angles, d=d))
|
| 355 |
+
|
| 356 |
+
def set_axis_direction(self, d):
|
| 357 |
+
"""
|
| 358 |
+
Adjust the text angle and text alignment of axis label
|
| 359 |
+
according to the matplotlib convention.
|
| 360 |
+
|
| 361 |
+
===================== ========== ========= ========== ==========
|
| 362 |
+
Property left bottom right top
|
| 363 |
+
===================== ========== ========= ========== ==========
|
| 364 |
+
axislabel angle 180 0 0 180
|
| 365 |
+
axislabel va center top center bottom
|
| 366 |
+
axislabel ha right center right center
|
| 367 |
+
===================== ========== ========= ========== ==========
|
| 368 |
+
|
| 369 |
+
Note that the text angles are actually relative to (90 + angle
|
| 370 |
+
of the direction to the ticklabel), which gives 0 for bottom
|
| 371 |
+
axis.
|
| 372 |
+
|
| 373 |
+
Parameters
|
| 374 |
+
----------
|
| 375 |
+
d : {"left", "bottom", "right", "top"}
|
| 376 |
+
"""
|
| 377 |
+
self.set_default_alignment(d)
|
| 378 |
+
self.set_default_angle(d)
|
| 379 |
+
|
| 380 |
+
def get_color(self):
|
| 381 |
+
return self.get_attribute_from_ref_artist("color")
|
| 382 |
+
|
| 383 |
+
def draw(self, renderer):
|
| 384 |
+
if not self.get_visible():
|
| 385 |
+
return
|
| 386 |
+
|
| 387 |
+
self._offset_radius = \
|
| 388 |
+
self._external_pad + renderer.points_to_pixels(self.get_pad())
|
| 389 |
+
|
| 390 |
+
super().draw(renderer)
|
| 391 |
+
|
| 392 |
+
def get_window_extent(self, renderer=None):
|
| 393 |
+
if renderer is None:
|
| 394 |
+
renderer = self.get_figure(root=True)._get_renderer()
|
| 395 |
+
if not self.get_visible():
|
| 396 |
+
return
|
| 397 |
+
|
| 398 |
+
r = self._external_pad + renderer.points_to_pixels(self.get_pad())
|
| 399 |
+
self._offset_radius = r
|
| 400 |
+
|
| 401 |
+
bb = super().get_window_extent(renderer)
|
| 402 |
+
|
| 403 |
+
return bb
|
| 404 |
+
|
| 405 |
+
|
| 406 |
+
class TickLabels(AxisLabel): # mtext.Text
|
| 407 |
+
"""
|
| 408 |
+
Tick labels. While derived from `.Text`, this single artist draws all
|
| 409 |
+
ticklabels. As in `.AxisLabel`, the position of the text is updated
|
| 410 |
+
in the fly, so changing text position has no effect. Otherwise,
|
| 411 |
+
the properties can be changed as a normal `.Text`. Unlike the
|
| 412 |
+
ticklabels of the mainline Matplotlib, properties of a single
|
| 413 |
+
ticklabel alone cannot be modified.
|
| 414 |
+
|
| 415 |
+
To change the pad between ticks and ticklabels, use `~.AxisLabel.set_pad`.
|
| 416 |
+
"""
|
| 417 |
+
|
| 418 |
+
def __init__(self, *, axis_direction="bottom", **kwargs):
|
| 419 |
+
super().__init__(**kwargs)
|
| 420 |
+
self.set_axis_direction(axis_direction)
|
| 421 |
+
self._axislabel_pad = 0
|
| 422 |
+
|
| 423 |
+
def get_ref_artist(self):
|
| 424 |
+
# docstring inherited
|
| 425 |
+
return self._axis.get_ticklabels()[0]
|
| 426 |
+
|
| 427 |
+
def set_axis_direction(self, label_direction):
|
| 428 |
+
"""
|
| 429 |
+
Adjust the text angle and text alignment of ticklabels
|
| 430 |
+
according to the Matplotlib convention.
|
| 431 |
+
|
| 432 |
+
The *label_direction* must be one of [left, right, bottom, top].
|
| 433 |
+
|
| 434 |
+
===================== ========== ========= ========== ==========
|
| 435 |
+
Property left bottom right top
|
| 436 |
+
===================== ========== ========= ========== ==========
|
| 437 |
+
ticklabel angle 90 0 -90 180
|
| 438 |
+
ticklabel va center baseline center baseline
|
| 439 |
+
ticklabel ha right center right center
|
| 440 |
+
===================== ========== ========= ========== ==========
|
| 441 |
+
|
| 442 |
+
Note that the text angles are actually relative to (90 + angle
|
| 443 |
+
of the direction to the ticklabel), which gives 0 for bottom
|
| 444 |
+
axis.
|
| 445 |
+
|
| 446 |
+
Parameters
|
| 447 |
+
----------
|
| 448 |
+
label_direction : {"left", "bottom", "right", "top"}
|
| 449 |
+
|
| 450 |
+
"""
|
| 451 |
+
self.set_default_alignment(label_direction)
|
| 452 |
+
self.set_default_angle(label_direction)
|
| 453 |
+
self._axis_direction = label_direction
|
| 454 |
+
|
| 455 |
+
def invert_axis_direction(self):
|
| 456 |
+
label_direction = self._get_opposite_direction(self._axis_direction)
|
| 457 |
+
self.set_axis_direction(label_direction)
|
| 458 |
+
|
| 459 |
+
def _get_ticklabels_offsets(self, renderer, label_direction):
|
| 460 |
+
"""
|
| 461 |
+
Calculate the ticklabel offsets from the tick and their total heights.
|
| 462 |
+
|
| 463 |
+
The offset only takes account the offset due to the vertical alignment
|
| 464 |
+
of the ticklabels: if axis direction is bottom and va is 'top', it will
|
| 465 |
+
return 0; if va is 'baseline', it will return (height-descent).
|
| 466 |
+
"""
|
| 467 |
+
whd_list = self.get_texts_widths_heights_descents(renderer)
|
| 468 |
+
|
| 469 |
+
if not whd_list:
|
| 470 |
+
return 0, 0
|
| 471 |
+
|
| 472 |
+
r = 0
|
| 473 |
+
va, ha = self.get_va(), self.get_ha()
|
| 474 |
+
|
| 475 |
+
if label_direction == "left":
|
| 476 |
+
pad = max(w for w, h, d in whd_list)
|
| 477 |
+
if ha == "left":
|
| 478 |
+
r = pad
|
| 479 |
+
elif ha == "center":
|
| 480 |
+
r = .5 * pad
|
| 481 |
+
elif label_direction == "right":
|
| 482 |
+
pad = max(w for w, h, d in whd_list)
|
| 483 |
+
if ha == "right":
|
| 484 |
+
r = pad
|
| 485 |
+
elif ha == "center":
|
| 486 |
+
r = .5 * pad
|
| 487 |
+
elif label_direction == "bottom":
|
| 488 |
+
pad = max(h for w, h, d in whd_list)
|
| 489 |
+
if va == "bottom":
|
| 490 |
+
r = pad
|
| 491 |
+
elif va == "center":
|
| 492 |
+
r = .5 * pad
|
| 493 |
+
elif va == "baseline":
|
| 494 |
+
max_ascent = max(h - d for w, h, d in whd_list)
|
| 495 |
+
max_descent = max(d for w, h, d in whd_list)
|
| 496 |
+
r = max_ascent
|
| 497 |
+
pad = max_ascent + max_descent
|
| 498 |
+
elif label_direction == "top":
|
| 499 |
+
pad = max(h for w, h, d in whd_list)
|
| 500 |
+
if va == "top":
|
| 501 |
+
r = pad
|
| 502 |
+
elif va == "center":
|
| 503 |
+
r = .5 * pad
|
| 504 |
+
elif va == "baseline":
|
| 505 |
+
max_ascent = max(h - d for w, h, d in whd_list)
|
| 506 |
+
max_descent = max(d for w, h, d in whd_list)
|
| 507 |
+
r = max_descent
|
| 508 |
+
pad = max_ascent + max_descent
|
| 509 |
+
|
| 510 |
+
# r : offset
|
| 511 |
+
# pad : total height of the ticklabels. This will be used to
|
| 512 |
+
# calculate the pad for the axislabel.
|
| 513 |
+
return r, pad
|
| 514 |
+
|
| 515 |
+
_default_alignments = dict(left=("center", "right"),
|
| 516 |
+
right=("center", "left"),
|
| 517 |
+
bottom=("baseline", "center"),
|
| 518 |
+
top=("baseline", "center"))
|
| 519 |
+
|
| 520 |
+
_default_angles = dict(left=90,
|
| 521 |
+
right=-90,
|
| 522 |
+
bottom=0,
|
| 523 |
+
top=180)
|
| 524 |
+
|
| 525 |
+
def draw(self, renderer):
|
| 526 |
+
if not self.get_visible():
|
| 527 |
+
self._axislabel_pad = self._external_pad
|
| 528 |
+
return
|
| 529 |
+
|
| 530 |
+
r, total_width = self._get_ticklabels_offsets(renderer,
|
| 531 |
+
self._axis_direction)
|
| 532 |
+
|
| 533 |
+
pad = self._external_pad + renderer.points_to_pixels(self.get_pad())
|
| 534 |
+
self._offset_radius = r + pad
|
| 535 |
+
|
| 536 |
+
for (x, y), a, l in self._locs_angles_labels:
|
| 537 |
+
if not l.strip():
|
| 538 |
+
continue
|
| 539 |
+
self._ref_angle = a
|
| 540 |
+
self.set_x(x)
|
| 541 |
+
self.set_y(y)
|
| 542 |
+
self.set_text(l)
|
| 543 |
+
LabelBase.draw(self, renderer)
|
| 544 |
+
|
| 545 |
+
# the value saved will be used to draw axislabel.
|
| 546 |
+
self._axislabel_pad = total_width + pad
|
| 547 |
+
|
| 548 |
+
def set_locs_angles_labels(self, locs_angles_labels):
|
| 549 |
+
self._locs_angles_labels = locs_angles_labels
|
| 550 |
+
|
| 551 |
+
def get_window_extents(self, renderer=None):
|
| 552 |
+
if renderer is None:
|
| 553 |
+
renderer = self.get_figure(root=True)._get_renderer()
|
| 554 |
+
|
| 555 |
+
if not self.get_visible():
|
| 556 |
+
self._axislabel_pad = self._external_pad
|
| 557 |
+
return []
|
| 558 |
+
|
| 559 |
+
bboxes = []
|
| 560 |
+
|
| 561 |
+
r, total_width = self._get_ticklabels_offsets(renderer,
|
| 562 |
+
self._axis_direction)
|
| 563 |
+
|
| 564 |
+
pad = self._external_pad + renderer.points_to_pixels(self.get_pad())
|
| 565 |
+
self._offset_radius = r + pad
|
| 566 |
+
|
| 567 |
+
for (x, y), a, l in self._locs_angles_labels:
|
| 568 |
+
self._ref_angle = a
|
| 569 |
+
self.set_x(x)
|
| 570 |
+
self.set_y(y)
|
| 571 |
+
self.set_text(l)
|
| 572 |
+
bb = LabelBase.get_window_extent(self, renderer)
|
| 573 |
+
bboxes.append(bb)
|
| 574 |
+
|
| 575 |
+
# the value saved will be used to draw axislabel.
|
| 576 |
+
self._axislabel_pad = total_width + pad
|
| 577 |
+
|
| 578 |
+
return bboxes
|
| 579 |
+
|
| 580 |
+
def get_texts_widths_heights_descents(self, renderer):
|
| 581 |
+
"""
|
| 582 |
+
Return a list of ``(width, height, descent)`` tuples for ticklabels.
|
| 583 |
+
|
| 584 |
+
Empty labels are left out.
|
| 585 |
+
"""
|
| 586 |
+
whd_list = []
|
| 587 |
+
for _loc, _angle, label in self._locs_angles_labels:
|
| 588 |
+
if not label.strip():
|
| 589 |
+
continue
|
| 590 |
+
clean_line, ismath = self._preprocess_math(label)
|
| 591 |
+
whd = renderer.get_text_width_height_descent(
|
| 592 |
+
clean_line, self._fontproperties, ismath=ismath)
|
| 593 |
+
whd_list.append(whd)
|
| 594 |
+
return whd_list
|
| 595 |
+
|
| 596 |
+
|
| 597 |
+
class GridlinesCollection(LineCollection):
|
| 598 |
+
def __init__(self, *args, which="major", axis="both", **kwargs):
|
| 599 |
+
"""
|
| 600 |
+
Collection of grid lines.
|
| 601 |
+
|
| 602 |
+
Parameters
|
| 603 |
+
----------
|
| 604 |
+
which : {"major", "minor"}
|
| 605 |
+
Which grid to consider.
|
| 606 |
+
axis : {"both", "x", "y"}
|
| 607 |
+
Which axis to consider.
|
| 608 |
+
*args, **kwargs
|
| 609 |
+
Passed to `.LineCollection`.
|
| 610 |
+
"""
|
| 611 |
+
self._which = which
|
| 612 |
+
self._axis = axis
|
| 613 |
+
super().__init__(*args, **kwargs)
|
| 614 |
+
self.set_grid_helper(None)
|
| 615 |
+
|
| 616 |
+
def set_which(self, which):
|
| 617 |
+
"""
|
| 618 |
+
Select major or minor grid lines.
|
| 619 |
+
|
| 620 |
+
Parameters
|
| 621 |
+
----------
|
| 622 |
+
which : {"major", "minor"}
|
| 623 |
+
"""
|
| 624 |
+
self._which = which
|
| 625 |
+
|
| 626 |
+
def set_axis(self, axis):
|
| 627 |
+
"""
|
| 628 |
+
Select axis.
|
| 629 |
+
|
| 630 |
+
Parameters
|
| 631 |
+
----------
|
| 632 |
+
axis : {"both", "x", "y"}
|
| 633 |
+
"""
|
| 634 |
+
self._axis = axis
|
| 635 |
+
|
| 636 |
+
def set_grid_helper(self, grid_helper):
|
| 637 |
+
"""
|
| 638 |
+
Set grid helper.
|
| 639 |
+
|
| 640 |
+
Parameters
|
| 641 |
+
----------
|
| 642 |
+
grid_helper : `.GridHelperBase` subclass
|
| 643 |
+
"""
|
| 644 |
+
self._grid_helper = grid_helper
|
| 645 |
+
|
| 646 |
+
def draw(self, renderer):
|
| 647 |
+
if self._grid_helper is not None:
|
| 648 |
+
self._grid_helper.update_lim(self.axes)
|
| 649 |
+
gl = self._grid_helper.get_gridlines(self._which, self._axis)
|
| 650 |
+
self.set_segments([np.transpose(l) for l in gl])
|
| 651 |
+
super().draw(renderer)
|
| 652 |
+
|
| 653 |
+
|
| 654 |
+
class AxisArtist(martist.Artist):
|
| 655 |
+
"""
|
| 656 |
+
An artist which draws axis (a line along which the n-th axes coord
|
| 657 |
+
is constant) line, ticks, tick labels, and axis label.
|
| 658 |
+
"""
|
| 659 |
+
|
| 660 |
+
zorder = 2.5
|
| 661 |
+
|
| 662 |
+
@property
|
| 663 |
+
def LABELPAD(self):
|
| 664 |
+
return self.label.get_pad()
|
| 665 |
+
|
| 666 |
+
@LABELPAD.setter
|
| 667 |
+
def LABELPAD(self, v):
|
| 668 |
+
self.label.set_pad(v)
|
| 669 |
+
|
| 670 |
+
def __init__(self, axes,
|
| 671 |
+
helper,
|
| 672 |
+
offset=None,
|
| 673 |
+
axis_direction="bottom",
|
| 674 |
+
**kwargs):
|
| 675 |
+
"""
|
| 676 |
+
Parameters
|
| 677 |
+
----------
|
| 678 |
+
axes : `mpl_toolkits.axisartist.axislines.Axes`
|
| 679 |
+
helper : `~mpl_toolkits.axisartist.axislines.AxisArtistHelper`
|
| 680 |
+
"""
|
| 681 |
+
# axes is also used to follow the axis attribute (tick color, etc).
|
| 682 |
+
|
| 683 |
+
super().__init__(**kwargs)
|
| 684 |
+
|
| 685 |
+
self.axes = axes
|
| 686 |
+
|
| 687 |
+
self._axis_artist_helper = helper
|
| 688 |
+
|
| 689 |
+
if offset is None:
|
| 690 |
+
offset = (0, 0)
|
| 691 |
+
self.offset_transform = ScaledTranslation(
|
| 692 |
+
*offset,
|
| 693 |
+
Affine2D().scale(1 / 72) # points to inches.
|
| 694 |
+
+ self.axes.get_figure(root=False).dpi_scale_trans)
|
| 695 |
+
|
| 696 |
+
if axis_direction in ["left", "right"]:
|
| 697 |
+
self.axis = axes.yaxis
|
| 698 |
+
else:
|
| 699 |
+
self.axis = axes.xaxis
|
| 700 |
+
|
| 701 |
+
self._axisline_style = None
|
| 702 |
+
self._axis_direction = axis_direction
|
| 703 |
+
|
| 704 |
+
self._init_line()
|
| 705 |
+
self._init_ticks(**kwargs)
|
| 706 |
+
self._init_offsetText(axis_direction)
|
| 707 |
+
self._init_label()
|
| 708 |
+
|
| 709 |
+
# axis direction
|
| 710 |
+
self._ticklabel_add_angle = 0.
|
| 711 |
+
self._axislabel_add_angle = 0.
|
| 712 |
+
self.set_axis_direction(axis_direction)
|
| 713 |
+
|
| 714 |
+
# axis direction
|
| 715 |
+
|
| 716 |
+
def set_axis_direction(self, axis_direction):
|
| 717 |
+
"""
|
| 718 |
+
Adjust the direction, text angle, and text alignment of tick labels
|
| 719 |
+
and axis labels following the Matplotlib convention for the rectangle
|
| 720 |
+
axes.
|
| 721 |
+
|
| 722 |
+
The *axis_direction* must be one of [left, right, bottom, top].
|
| 723 |
+
|
| 724 |
+
===================== ========== ========= ========== ==========
|
| 725 |
+
Property left bottom right top
|
| 726 |
+
===================== ========== ========= ========== ==========
|
| 727 |
+
ticklabel direction "-" "+" "+" "-"
|
| 728 |
+
axislabel direction "-" "+" "+" "-"
|
| 729 |
+
ticklabel angle 90 0 -90 180
|
| 730 |
+
ticklabel va center baseline center baseline
|
| 731 |
+
ticklabel ha right center right center
|
| 732 |
+
axislabel angle 180 0 0 180
|
| 733 |
+
axislabel va center top center bottom
|
| 734 |
+
axislabel ha right center right center
|
| 735 |
+
===================== ========== ========= ========== ==========
|
| 736 |
+
|
| 737 |
+
Note that the direction "+" and "-" are relative to the direction of
|
| 738 |
+
the increasing coordinate. Also, the text angles are actually
|
| 739 |
+
relative to (90 + angle of the direction to the ticklabel),
|
| 740 |
+
which gives 0 for bottom axis.
|
| 741 |
+
|
| 742 |
+
Parameters
|
| 743 |
+
----------
|
| 744 |
+
axis_direction : {"left", "bottom", "right", "top"}
|
| 745 |
+
"""
|
| 746 |
+
self.major_ticklabels.set_axis_direction(axis_direction)
|
| 747 |
+
self.label.set_axis_direction(axis_direction)
|
| 748 |
+
self._axis_direction = axis_direction
|
| 749 |
+
if axis_direction in ["left", "top"]:
|
| 750 |
+
self.set_ticklabel_direction("-")
|
| 751 |
+
self.set_axislabel_direction("-")
|
| 752 |
+
else:
|
| 753 |
+
self.set_ticklabel_direction("+")
|
| 754 |
+
self.set_axislabel_direction("+")
|
| 755 |
+
|
| 756 |
+
def set_ticklabel_direction(self, tick_direction):
|
| 757 |
+
r"""
|
| 758 |
+
Adjust the direction of the tick labels.
|
| 759 |
+
|
| 760 |
+
Note that the *tick_direction*\s '+' and '-' are relative to the
|
| 761 |
+
direction of the increasing coordinate.
|
| 762 |
+
|
| 763 |
+
Parameters
|
| 764 |
+
----------
|
| 765 |
+
tick_direction : {"+", "-"}
|
| 766 |
+
"""
|
| 767 |
+
self._ticklabel_add_angle = _api.check_getitem(
|
| 768 |
+
{"+": 0, "-": 180}, tick_direction=tick_direction)
|
| 769 |
+
|
| 770 |
+
def invert_ticklabel_direction(self):
|
| 771 |
+
self._ticklabel_add_angle = (self._ticklabel_add_angle + 180) % 360
|
| 772 |
+
self.major_ticklabels.invert_axis_direction()
|
| 773 |
+
self.minor_ticklabels.invert_axis_direction()
|
| 774 |
+
|
| 775 |
+
def set_axislabel_direction(self, label_direction):
|
| 776 |
+
r"""
|
| 777 |
+
Adjust the direction of the axis label.
|
| 778 |
+
|
| 779 |
+
Note that the *label_direction*\s '+' and '-' are relative to the
|
| 780 |
+
direction of the increasing coordinate.
|
| 781 |
+
|
| 782 |
+
Parameters
|
| 783 |
+
----------
|
| 784 |
+
label_direction : {"+", "-"}
|
| 785 |
+
"""
|
| 786 |
+
self._axislabel_add_angle = _api.check_getitem(
|
| 787 |
+
{"+": 0, "-": 180}, label_direction=label_direction)
|
| 788 |
+
|
| 789 |
+
def get_transform(self):
|
| 790 |
+
return self.axes.transAxes + self.offset_transform
|
| 791 |
+
|
| 792 |
+
def get_helper(self):
|
| 793 |
+
"""
|
| 794 |
+
Return axis artist helper instance.
|
| 795 |
+
"""
|
| 796 |
+
return self._axis_artist_helper
|
| 797 |
+
|
| 798 |
+
def set_axisline_style(self, axisline_style=None, **kwargs):
|
| 799 |
+
"""
|
| 800 |
+
Set the axisline style.
|
| 801 |
+
|
| 802 |
+
The new style is completely defined by the passed attributes. Existing
|
| 803 |
+
style attributes are forgotten.
|
| 804 |
+
|
| 805 |
+
Parameters
|
| 806 |
+
----------
|
| 807 |
+
axisline_style : str or None
|
| 808 |
+
The line style, e.g. '->', optionally followed by a comma-separated
|
| 809 |
+
list of attributes. Alternatively, the attributes can be provided
|
| 810 |
+
as keywords.
|
| 811 |
+
|
| 812 |
+
If *None* this returns a string containing the available styles.
|
| 813 |
+
|
| 814 |
+
Examples
|
| 815 |
+
--------
|
| 816 |
+
The following two commands are equal:
|
| 817 |
+
|
| 818 |
+
>>> set_axisline_style("->,size=1.5")
|
| 819 |
+
>>> set_axisline_style("->", size=1.5)
|
| 820 |
+
"""
|
| 821 |
+
if axisline_style is None:
|
| 822 |
+
return AxislineStyle.pprint_styles()
|
| 823 |
+
|
| 824 |
+
if isinstance(axisline_style, AxislineStyle._Base):
|
| 825 |
+
self._axisline_style = axisline_style
|
| 826 |
+
else:
|
| 827 |
+
self._axisline_style = AxislineStyle(axisline_style, **kwargs)
|
| 828 |
+
|
| 829 |
+
self._init_line()
|
| 830 |
+
|
| 831 |
+
def get_axisline_style(self):
|
| 832 |
+
"""Return the current axisline style."""
|
| 833 |
+
return self._axisline_style
|
| 834 |
+
|
| 835 |
+
def _init_line(self):
|
| 836 |
+
"""
|
| 837 |
+
Initialize the *line* artist that is responsible to draw the axis line.
|
| 838 |
+
"""
|
| 839 |
+
tran = (self._axis_artist_helper.get_line_transform(self.axes)
|
| 840 |
+
+ self.offset_transform)
|
| 841 |
+
|
| 842 |
+
axisline_style = self.get_axisline_style()
|
| 843 |
+
if axisline_style is None:
|
| 844 |
+
self.line = PathPatch(
|
| 845 |
+
self._axis_artist_helper.get_line(self.axes),
|
| 846 |
+
color=mpl.rcParams['axes.edgecolor'],
|
| 847 |
+
fill=False,
|
| 848 |
+
linewidth=mpl.rcParams['axes.linewidth'],
|
| 849 |
+
capstyle=mpl.rcParams['lines.solid_capstyle'],
|
| 850 |
+
joinstyle=mpl.rcParams['lines.solid_joinstyle'],
|
| 851 |
+
transform=tran)
|
| 852 |
+
else:
|
| 853 |
+
self.line = axisline_style(self, transform=tran)
|
| 854 |
+
|
| 855 |
+
def _draw_line(self, renderer):
|
| 856 |
+
self.line.set_path(self._axis_artist_helper.get_line(self.axes))
|
| 857 |
+
if self.get_axisline_style() is not None:
|
| 858 |
+
self.line.set_line_mutation_scale(self.major_ticklabels.get_size())
|
| 859 |
+
self.line.draw(renderer)
|
| 860 |
+
|
| 861 |
+
def _init_ticks(self, **kwargs):
|
| 862 |
+
axis_name = self.axis.axis_name
|
| 863 |
+
|
| 864 |
+
trans = (self._axis_artist_helper.get_tick_transform(self.axes)
|
| 865 |
+
+ self.offset_transform)
|
| 866 |
+
|
| 867 |
+
self.major_ticks = Ticks(
|
| 868 |
+
kwargs.get(
|
| 869 |
+
"major_tick_size",
|
| 870 |
+
mpl.rcParams[f"{axis_name}tick.major.size"]),
|
| 871 |
+
axis=self.axis, transform=trans)
|
| 872 |
+
self.minor_ticks = Ticks(
|
| 873 |
+
kwargs.get(
|
| 874 |
+
"minor_tick_size",
|
| 875 |
+
mpl.rcParams[f"{axis_name}tick.minor.size"]),
|
| 876 |
+
axis=self.axis, transform=trans)
|
| 877 |
+
|
| 878 |
+
size = mpl.rcParams[f"{axis_name}tick.labelsize"]
|
| 879 |
+
self.major_ticklabels = TickLabels(
|
| 880 |
+
axis=self.axis,
|
| 881 |
+
axis_direction=self._axis_direction,
|
| 882 |
+
figure=self.axes.get_figure(root=False),
|
| 883 |
+
transform=trans,
|
| 884 |
+
fontsize=size,
|
| 885 |
+
pad=kwargs.get(
|
| 886 |
+
"major_tick_pad", mpl.rcParams[f"{axis_name}tick.major.pad"]),
|
| 887 |
+
)
|
| 888 |
+
self.minor_ticklabels = TickLabels(
|
| 889 |
+
axis=self.axis,
|
| 890 |
+
axis_direction=self._axis_direction,
|
| 891 |
+
figure=self.axes.get_figure(root=False),
|
| 892 |
+
transform=trans,
|
| 893 |
+
fontsize=size,
|
| 894 |
+
pad=kwargs.get(
|
| 895 |
+
"minor_tick_pad", mpl.rcParams[f"{axis_name}tick.minor.pad"]),
|
| 896 |
+
)
|
| 897 |
+
|
| 898 |
+
def _get_tick_info(self, tick_iter):
|
| 899 |
+
"""
|
| 900 |
+
Return a pair of:
|
| 901 |
+
|
| 902 |
+
- list of locs and angles for ticks
|
| 903 |
+
- list of locs, angles and labels for ticklabels.
|
| 904 |
+
"""
|
| 905 |
+
ticks_loc_angle = []
|
| 906 |
+
ticklabels_loc_angle_label = []
|
| 907 |
+
|
| 908 |
+
ticklabel_add_angle = self._ticklabel_add_angle
|
| 909 |
+
|
| 910 |
+
for loc, angle_normal, angle_tangent, label in tick_iter:
|
| 911 |
+
angle_label = angle_tangent - 90 + ticklabel_add_angle
|
| 912 |
+
angle_tick = (angle_normal
|
| 913 |
+
if 90 <= (angle_label - angle_normal) % 360 <= 270
|
| 914 |
+
else angle_normal + 180)
|
| 915 |
+
ticks_loc_angle.append([loc, angle_tick])
|
| 916 |
+
ticklabels_loc_angle_label.append([loc, angle_label, label])
|
| 917 |
+
|
| 918 |
+
return ticks_loc_angle, ticklabels_loc_angle_label
|
| 919 |
+
|
| 920 |
+
def _update_ticks(self, renderer=None):
|
| 921 |
+
# set extra pad for major and minor ticklabels: use ticksize of
|
| 922 |
+
# majorticks even for minor ticks. not clear what is best.
|
| 923 |
+
|
| 924 |
+
if renderer is None:
|
| 925 |
+
renderer = self.get_figure(root=True)._get_renderer()
|
| 926 |
+
|
| 927 |
+
dpi_cor = renderer.points_to_pixels(1.)
|
| 928 |
+
if self.major_ticks.get_visible() and self.major_ticks.get_tick_out():
|
| 929 |
+
ticklabel_pad = self.major_ticks._ticksize * dpi_cor
|
| 930 |
+
self.major_ticklabels._external_pad = ticklabel_pad
|
| 931 |
+
self.minor_ticklabels._external_pad = ticklabel_pad
|
| 932 |
+
else:
|
| 933 |
+
self.major_ticklabels._external_pad = 0
|
| 934 |
+
self.minor_ticklabels._external_pad = 0
|
| 935 |
+
|
| 936 |
+
majortick_iter, minortick_iter = \
|
| 937 |
+
self._axis_artist_helper.get_tick_iterators(self.axes)
|
| 938 |
+
|
| 939 |
+
tick_loc_angle, ticklabel_loc_angle_label = \
|
| 940 |
+
self._get_tick_info(majortick_iter)
|
| 941 |
+
self.major_ticks.set_locs_angles(tick_loc_angle)
|
| 942 |
+
self.major_ticklabels.set_locs_angles_labels(ticklabel_loc_angle_label)
|
| 943 |
+
|
| 944 |
+
tick_loc_angle, ticklabel_loc_angle_label = \
|
| 945 |
+
self._get_tick_info(minortick_iter)
|
| 946 |
+
self.minor_ticks.set_locs_angles(tick_loc_angle)
|
| 947 |
+
self.minor_ticklabels.set_locs_angles_labels(ticklabel_loc_angle_label)
|
| 948 |
+
|
| 949 |
+
def _draw_ticks(self, renderer):
|
| 950 |
+
self._update_ticks(renderer)
|
| 951 |
+
self.major_ticks.draw(renderer)
|
| 952 |
+
self.major_ticklabels.draw(renderer)
|
| 953 |
+
self.minor_ticks.draw(renderer)
|
| 954 |
+
self.minor_ticklabels.draw(renderer)
|
| 955 |
+
if (self.major_ticklabels.get_visible()
|
| 956 |
+
or self.minor_ticklabels.get_visible()):
|
| 957 |
+
self._draw_offsetText(renderer)
|
| 958 |
+
|
| 959 |
+
_offsetText_pos = dict(left=(0, 1, "bottom", "right"),
|
| 960 |
+
right=(1, 1, "bottom", "left"),
|
| 961 |
+
bottom=(1, 0, "top", "right"),
|
| 962 |
+
top=(1, 1, "bottom", "right"))
|
| 963 |
+
|
| 964 |
+
def _init_offsetText(self, direction):
|
| 965 |
+
x, y, va, ha = self._offsetText_pos[direction]
|
| 966 |
+
self.offsetText = mtext.Annotation(
|
| 967 |
+
"",
|
| 968 |
+
xy=(x, y), xycoords="axes fraction",
|
| 969 |
+
xytext=(0, 0), textcoords="offset points",
|
| 970 |
+
color=mpl.rcParams['xtick.color'],
|
| 971 |
+
horizontalalignment=ha, verticalalignment=va,
|
| 972 |
+
)
|
| 973 |
+
self.offsetText.set_transform(IdentityTransform())
|
| 974 |
+
self.axes._set_artist_props(self.offsetText)
|
| 975 |
+
|
| 976 |
+
def _update_offsetText(self):
|
| 977 |
+
self.offsetText.set_text(self.axis.major.formatter.get_offset())
|
| 978 |
+
self.offsetText.set_size(self.major_ticklabels.get_size())
|
| 979 |
+
offset = (self.major_ticklabels.get_pad()
|
| 980 |
+
+ self.major_ticklabels.get_size()
|
| 981 |
+
+ 2)
|
| 982 |
+
self.offsetText.xyann = (0, offset)
|
| 983 |
+
|
| 984 |
+
def _draw_offsetText(self, renderer):
|
| 985 |
+
self._update_offsetText()
|
| 986 |
+
self.offsetText.draw(renderer)
|
| 987 |
+
|
| 988 |
+
def _init_label(self, **kwargs):
|
| 989 |
+
tr = (self._axis_artist_helper.get_axislabel_transform(self.axes)
|
| 990 |
+
+ self.offset_transform)
|
| 991 |
+
self.label = AxisLabel(
|
| 992 |
+
0, 0, "__from_axes__",
|
| 993 |
+
color="auto",
|
| 994 |
+
fontsize=kwargs.get("labelsize", mpl.rcParams['axes.labelsize']),
|
| 995 |
+
fontweight=mpl.rcParams['axes.labelweight'],
|
| 996 |
+
axis=self.axis,
|
| 997 |
+
transform=tr,
|
| 998 |
+
axis_direction=self._axis_direction,
|
| 999 |
+
)
|
| 1000 |
+
self.label.set_figure(self.axes.get_figure(root=False))
|
| 1001 |
+
labelpad = kwargs.get("labelpad", 5)
|
| 1002 |
+
self.label.set_pad(labelpad)
|
| 1003 |
+
|
| 1004 |
+
def _update_label(self, renderer):
|
| 1005 |
+
if not self.label.get_visible():
|
| 1006 |
+
return
|
| 1007 |
+
|
| 1008 |
+
if self._ticklabel_add_angle != self._axislabel_add_angle:
|
| 1009 |
+
if ((self.major_ticks.get_visible()
|
| 1010 |
+
and not self.major_ticks.get_tick_out())
|
| 1011 |
+
or (self.minor_ticks.get_visible()
|
| 1012 |
+
and not self.major_ticks.get_tick_out())):
|
| 1013 |
+
axislabel_pad = self.major_ticks._ticksize
|
| 1014 |
+
else:
|
| 1015 |
+
axislabel_pad = 0
|
| 1016 |
+
else:
|
| 1017 |
+
axislabel_pad = max(self.major_ticklabels._axislabel_pad,
|
| 1018 |
+
self.minor_ticklabels._axislabel_pad)
|
| 1019 |
+
|
| 1020 |
+
self.label._external_pad = axislabel_pad
|
| 1021 |
+
|
| 1022 |
+
xy, angle_tangent = \
|
| 1023 |
+
self._axis_artist_helper.get_axislabel_pos_angle(self.axes)
|
| 1024 |
+
if xy is None:
|
| 1025 |
+
return
|
| 1026 |
+
|
| 1027 |
+
angle_label = angle_tangent - 90
|
| 1028 |
+
|
| 1029 |
+
x, y = xy
|
| 1030 |
+
self.label._ref_angle = angle_label + self._axislabel_add_angle
|
| 1031 |
+
self.label.set(x=x, y=y)
|
| 1032 |
+
|
| 1033 |
+
def _draw_label(self, renderer):
|
| 1034 |
+
self._update_label(renderer)
|
| 1035 |
+
self.label.draw(renderer)
|
| 1036 |
+
|
| 1037 |
+
def set_label(self, s):
|
| 1038 |
+
# docstring inherited
|
| 1039 |
+
self.label.set_text(s)
|
| 1040 |
+
|
| 1041 |
+
def get_tightbbox(self, renderer=None):
|
| 1042 |
+
if not self.get_visible():
|
| 1043 |
+
return
|
| 1044 |
+
self._axis_artist_helper.update_lim(self.axes)
|
| 1045 |
+
self._update_ticks(renderer)
|
| 1046 |
+
self._update_label(renderer)
|
| 1047 |
+
|
| 1048 |
+
self.line.set_path(self._axis_artist_helper.get_line(self.axes))
|
| 1049 |
+
if self.get_axisline_style() is not None:
|
| 1050 |
+
self.line.set_line_mutation_scale(self.major_ticklabels.get_size())
|
| 1051 |
+
|
| 1052 |
+
bb = [
|
| 1053 |
+
*self.major_ticklabels.get_window_extents(renderer),
|
| 1054 |
+
*self.minor_ticklabels.get_window_extents(renderer),
|
| 1055 |
+
self.label.get_window_extent(renderer),
|
| 1056 |
+
self.offsetText.get_window_extent(renderer),
|
| 1057 |
+
self.line.get_window_extent(renderer),
|
| 1058 |
+
]
|
| 1059 |
+
bb = [b for b in bb if b and (b.width != 0 or b.height != 0)]
|
| 1060 |
+
if bb:
|
| 1061 |
+
_bbox = Bbox.union(bb)
|
| 1062 |
+
return _bbox
|
| 1063 |
+
else:
|
| 1064 |
+
return None
|
| 1065 |
+
|
| 1066 |
+
@martist.allow_rasterization
|
| 1067 |
+
def draw(self, renderer):
|
| 1068 |
+
# docstring inherited
|
| 1069 |
+
if not self.get_visible():
|
| 1070 |
+
return
|
| 1071 |
+
renderer.open_group(__name__, gid=self.get_gid())
|
| 1072 |
+
self._axis_artist_helper.update_lim(self.axes)
|
| 1073 |
+
self._draw_ticks(renderer)
|
| 1074 |
+
self._draw_line(renderer)
|
| 1075 |
+
self._draw_label(renderer)
|
| 1076 |
+
renderer.close_group(__name__)
|
| 1077 |
+
|
| 1078 |
+
def toggle(self, all=None, ticks=None, ticklabels=None, label=None):
|
| 1079 |
+
"""
|
| 1080 |
+
Toggle visibility of ticks, ticklabels, and (axis) label.
|
| 1081 |
+
To turn all off, ::
|
| 1082 |
+
|
| 1083 |
+
axis.toggle(all=False)
|
| 1084 |
+
|
| 1085 |
+
To turn all off but ticks on ::
|
| 1086 |
+
|
| 1087 |
+
axis.toggle(all=False, ticks=True)
|
| 1088 |
+
|
| 1089 |
+
To turn all on but (axis) label off ::
|
| 1090 |
+
|
| 1091 |
+
axis.toggle(all=True, label=False)
|
| 1092 |
+
|
| 1093 |
+
"""
|
| 1094 |
+
if all:
|
| 1095 |
+
_ticks, _ticklabels, _label = True, True, True
|
| 1096 |
+
elif all is not None:
|
| 1097 |
+
_ticks, _ticklabels, _label = False, False, False
|
| 1098 |
+
else:
|
| 1099 |
+
_ticks, _ticklabels, _label = None, None, None
|
| 1100 |
+
|
| 1101 |
+
if ticks is not None:
|
| 1102 |
+
_ticks = ticks
|
| 1103 |
+
if ticklabels is not None:
|
| 1104 |
+
_ticklabels = ticklabels
|
| 1105 |
+
if label is not None:
|
| 1106 |
+
_label = label
|
| 1107 |
+
|
| 1108 |
+
if _ticks is not None:
|
| 1109 |
+
self.major_ticks.set_visible(_ticks)
|
| 1110 |
+
self.minor_ticks.set_visible(_ticks)
|
| 1111 |
+
if _ticklabels is not None:
|
| 1112 |
+
self.major_ticklabels.set_visible(_ticklabels)
|
| 1113 |
+
self.minor_ticklabels.set_visible(_ticklabels)
|
| 1114 |
+
if _label is not None:
|
| 1115 |
+
self.label.set_visible(_label)
|
vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/axisline_style.py
ADDED
|
@@ -0,0 +1,193 @@
|
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|
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|
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|
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|
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|
|
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|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
| 1 |
+
"""
|
| 2 |
+
Provides classes to style the axis lines.
|
| 3 |
+
"""
|
| 4 |
+
import math
|
| 5 |
+
|
| 6 |
+
import numpy as np
|
| 7 |
+
|
| 8 |
+
import matplotlib as mpl
|
| 9 |
+
from matplotlib.patches import _Style, FancyArrowPatch
|
| 10 |
+
from matplotlib.path import Path
|
| 11 |
+
from matplotlib.transforms import IdentityTransform
|
| 12 |
+
|
| 13 |
+
|
| 14 |
+
class _FancyAxislineStyle:
|
| 15 |
+
class SimpleArrow(FancyArrowPatch):
|
| 16 |
+
"""The artist class that will be returned for SimpleArrow style."""
|
| 17 |
+
_ARROW_STYLE = "->"
|
| 18 |
+
|
| 19 |
+
def __init__(self, axis_artist, line_path, transform,
|
| 20 |
+
line_mutation_scale):
|
| 21 |
+
self._axis_artist = axis_artist
|
| 22 |
+
self._line_transform = transform
|
| 23 |
+
self._line_path = line_path
|
| 24 |
+
self._line_mutation_scale = line_mutation_scale
|
| 25 |
+
|
| 26 |
+
FancyArrowPatch.__init__(self,
|
| 27 |
+
path=self._line_path,
|
| 28 |
+
arrowstyle=self._ARROW_STYLE,
|
| 29 |
+
patchA=None,
|
| 30 |
+
patchB=None,
|
| 31 |
+
shrinkA=0.,
|
| 32 |
+
shrinkB=0.,
|
| 33 |
+
mutation_scale=line_mutation_scale,
|
| 34 |
+
mutation_aspect=None,
|
| 35 |
+
transform=IdentityTransform(),
|
| 36 |
+
)
|
| 37 |
+
|
| 38 |
+
def set_line_mutation_scale(self, scale):
|
| 39 |
+
self.set_mutation_scale(scale*self._line_mutation_scale)
|
| 40 |
+
|
| 41 |
+
def _extend_path(self, path, mutation_size=10):
|
| 42 |
+
"""
|
| 43 |
+
Extend the path to make a room for drawing arrow.
|
| 44 |
+
"""
|
| 45 |
+
(x0, y0), (x1, y1) = path.vertices[-2:]
|
| 46 |
+
theta = math.atan2(y1 - y0, x1 - x0)
|
| 47 |
+
x2 = x1 + math.cos(theta) * mutation_size
|
| 48 |
+
y2 = y1 + math.sin(theta) * mutation_size
|
| 49 |
+
if path.codes is None:
|
| 50 |
+
return Path(np.concatenate([path.vertices, [[x2, y2]]]))
|
| 51 |
+
else:
|
| 52 |
+
return Path(np.concatenate([path.vertices, [[x2, y2]]]),
|
| 53 |
+
np.concatenate([path.codes, [Path.LINETO]]))
|
| 54 |
+
|
| 55 |
+
def set_path(self, path):
|
| 56 |
+
self._line_path = path
|
| 57 |
+
|
| 58 |
+
def draw(self, renderer):
|
| 59 |
+
"""
|
| 60 |
+
Draw the axis line.
|
| 61 |
+
1) Transform the path to the display coordinate.
|
| 62 |
+
2) Extend the path to make a room for arrow.
|
| 63 |
+
3) Update the path of the FancyArrowPatch.
|
| 64 |
+
4) Draw.
|
| 65 |
+
"""
|
| 66 |
+
path_in_disp = self._line_transform.transform_path(self._line_path)
|
| 67 |
+
mutation_size = self.get_mutation_scale() # line_mutation_scale()
|
| 68 |
+
extended_path = self._extend_path(path_in_disp,
|
| 69 |
+
mutation_size=mutation_size)
|
| 70 |
+
self._path_original = extended_path
|
| 71 |
+
FancyArrowPatch.draw(self, renderer)
|
| 72 |
+
|
| 73 |
+
def get_window_extent(self, renderer=None):
|
| 74 |
+
|
| 75 |
+
path_in_disp = self._line_transform.transform_path(self._line_path)
|
| 76 |
+
mutation_size = self.get_mutation_scale() # line_mutation_scale()
|
| 77 |
+
extended_path = self._extend_path(path_in_disp,
|
| 78 |
+
mutation_size=mutation_size)
|
| 79 |
+
self._path_original = extended_path
|
| 80 |
+
return FancyArrowPatch.get_window_extent(self, renderer)
|
| 81 |
+
|
| 82 |
+
class FilledArrow(SimpleArrow):
|
| 83 |
+
"""The artist class that will be returned for FilledArrow style."""
|
| 84 |
+
_ARROW_STYLE = "-|>"
|
| 85 |
+
|
| 86 |
+
def __init__(self, axis_artist, line_path, transform,
|
| 87 |
+
line_mutation_scale, facecolor):
|
| 88 |
+
super().__init__(axis_artist, line_path, transform,
|
| 89 |
+
line_mutation_scale)
|
| 90 |
+
self.set_facecolor(facecolor)
|
| 91 |
+
|
| 92 |
+
|
| 93 |
+
class AxislineStyle(_Style):
|
| 94 |
+
"""
|
| 95 |
+
A container class which defines style classes for AxisArtists.
|
| 96 |
+
|
| 97 |
+
An instance of any axisline style class is a callable object,
|
| 98 |
+
whose call signature is ::
|
| 99 |
+
|
| 100 |
+
__call__(self, axis_artist, path, transform)
|
| 101 |
+
|
| 102 |
+
When called, this should return an `.Artist` with the following methods::
|
| 103 |
+
|
| 104 |
+
def set_path(self, path):
|
| 105 |
+
# set the path for axisline.
|
| 106 |
+
|
| 107 |
+
def set_line_mutation_scale(self, scale):
|
| 108 |
+
# set the scale
|
| 109 |
+
|
| 110 |
+
def draw(self, renderer):
|
| 111 |
+
# draw
|
| 112 |
+
"""
|
| 113 |
+
|
| 114 |
+
_style_list = {}
|
| 115 |
+
|
| 116 |
+
class _Base:
|
| 117 |
+
# The derived classes are required to be able to be initialized
|
| 118 |
+
# w/o arguments, i.e., all its argument (except self) must have
|
| 119 |
+
# the default values.
|
| 120 |
+
|
| 121 |
+
def __init__(self):
|
| 122 |
+
"""
|
| 123 |
+
initialization.
|
| 124 |
+
"""
|
| 125 |
+
super().__init__()
|
| 126 |
+
|
| 127 |
+
def __call__(self, axis_artist, transform):
|
| 128 |
+
"""
|
| 129 |
+
Given the AxisArtist instance, and transform for the path (set_path
|
| 130 |
+
method), return the Matplotlib artist for drawing the axis line.
|
| 131 |
+
"""
|
| 132 |
+
return self.new_line(axis_artist, transform)
|
| 133 |
+
|
| 134 |
+
class SimpleArrow(_Base):
|
| 135 |
+
"""
|
| 136 |
+
A simple arrow.
|
| 137 |
+
"""
|
| 138 |
+
|
| 139 |
+
ArrowAxisClass = _FancyAxislineStyle.SimpleArrow
|
| 140 |
+
|
| 141 |
+
def __init__(self, size=1):
|
| 142 |
+
"""
|
| 143 |
+
Parameters
|
| 144 |
+
----------
|
| 145 |
+
size : float
|
| 146 |
+
Size of the arrow as a fraction of the ticklabel size.
|
| 147 |
+
"""
|
| 148 |
+
|
| 149 |
+
self.size = size
|
| 150 |
+
super().__init__()
|
| 151 |
+
|
| 152 |
+
def new_line(self, axis_artist, transform):
|
| 153 |
+
|
| 154 |
+
linepath = Path([(0, 0), (0, 1)])
|
| 155 |
+
axisline = self.ArrowAxisClass(axis_artist, linepath, transform,
|
| 156 |
+
line_mutation_scale=self.size)
|
| 157 |
+
return axisline
|
| 158 |
+
|
| 159 |
+
_style_list["->"] = SimpleArrow
|
| 160 |
+
|
| 161 |
+
class FilledArrow(SimpleArrow):
|
| 162 |
+
"""
|
| 163 |
+
An arrow with a filled head.
|
| 164 |
+
"""
|
| 165 |
+
|
| 166 |
+
ArrowAxisClass = _FancyAxislineStyle.FilledArrow
|
| 167 |
+
|
| 168 |
+
def __init__(self, size=1, facecolor=None):
|
| 169 |
+
"""
|
| 170 |
+
Parameters
|
| 171 |
+
----------
|
| 172 |
+
size : float
|
| 173 |
+
Size of the arrow as a fraction of the ticklabel size.
|
| 174 |
+
facecolor : :mpltype:`color`, default: :rc:`axes.edgecolor`
|
| 175 |
+
Fill color.
|
| 176 |
+
|
| 177 |
+
.. versionadded:: 3.7
|
| 178 |
+
"""
|
| 179 |
+
|
| 180 |
+
if facecolor is None:
|
| 181 |
+
facecolor = mpl.rcParams['axes.edgecolor']
|
| 182 |
+
self.size = size
|
| 183 |
+
self._facecolor = facecolor
|
| 184 |
+
super().__init__(size=size)
|
| 185 |
+
|
| 186 |
+
def new_line(self, axis_artist, transform):
|
| 187 |
+
linepath = Path([(0, 0), (0, 1)])
|
| 188 |
+
axisline = self.ArrowAxisClass(axis_artist, linepath, transform,
|
| 189 |
+
line_mutation_scale=self.size,
|
| 190 |
+
facecolor=self._facecolor)
|
| 191 |
+
return axisline
|
| 192 |
+
|
| 193 |
+
_style_list["-|>"] = FilledArrow
|
vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/axislines.py
ADDED
|
@@ -0,0 +1,479 @@
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|
| 1 |
+
"""
|
| 2 |
+
Axislines includes modified implementation of the Axes class. The
|
| 3 |
+
biggest difference is that the artists responsible for drawing the axis spine,
|
| 4 |
+
ticks, ticklabels and axis labels are separated out from Matplotlib's Axis
|
| 5 |
+
class. Originally, this change was motivated to support curvilinear
|
| 6 |
+
grid. Here are a few reasons that I came up with a new axes class:
|
| 7 |
+
|
| 8 |
+
* "top" and "bottom" x-axis (or "left" and "right" y-axis) can have
|
| 9 |
+
different ticks (tick locations and labels). This is not possible
|
| 10 |
+
with the current Matplotlib, although some twin axes trick can help.
|
| 11 |
+
|
| 12 |
+
* Curvilinear grid.
|
| 13 |
+
|
| 14 |
+
* angled ticks.
|
| 15 |
+
|
| 16 |
+
In the new axes class, xaxis and yaxis is set to not visible by
|
| 17 |
+
default, and new set of artist (AxisArtist) are defined to draw axis
|
| 18 |
+
line, ticks, ticklabels and axis label. Axes.axis attribute serves as
|
| 19 |
+
a dictionary of these artists, i.e., ax.axis["left"] is a AxisArtist
|
| 20 |
+
instance responsible to draw left y-axis. The default Axes.axis contains
|
| 21 |
+
"bottom", "left", "top" and "right".
|
| 22 |
+
|
| 23 |
+
AxisArtist can be considered as a container artist and has the following
|
| 24 |
+
children artists which will draw ticks, labels, etc.
|
| 25 |
+
|
| 26 |
+
* line
|
| 27 |
+
* major_ticks, major_ticklabels
|
| 28 |
+
* minor_ticks, minor_ticklabels
|
| 29 |
+
* offsetText
|
| 30 |
+
* label
|
| 31 |
+
|
| 32 |
+
Note that these are separate artists from `matplotlib.axis.Axis`, thus most
|
| 33 |
+
tick-related functions in Matplotlib won't work. For example, color and
|
| 34 |
+
markerwidth of the ``ax.axis["bottom"].major_ticks`` will follow those of
|
| 35 |
+
Axes.xaxis unless explicitly specified.
|
| 36 |
+
|
| 37 |
+
In addition to AxisArtist, the Axes will have *gridlines* attribute,
|
| 38 |
+
which obviously draws grid lines. The gridlines needs to be separated
|
| 39 |
+
from the axis as some gridlines can never pass any axis.
|
| 40 |
+
"""
|
| 41 |
+
|
| 42 |
+
import numpy as np
|
| 43 |
+
|
| 44 |
+
import matplotlib as mpl
|
| 45 |
+
from matplotlib import _api
|
| 46 |
+
import matplotlib.axes as maxes
|
| 47 |
+
from matplotlib.path import Path
|
| 48 |
+
from mpl_toolkits.axes_grid1 import mpl_axes
|
| 49 |
+
from .axisline_style import AxislineStyle # noqa
|
| 50 |
+
from .axis_artist import AxisArtist, GridlinesCollection
|
| 51 |
+
|
| 52 |
+
|
| 53 |
+
class _AxisArtistHelperBase:
|
| 54 |
+
"""
|
| 55 |
+
Base class for axis helper.
|
| 56 |
+
|
| 57 |
+
Subclasses should define the methods listed below. The *axes*
|
| 58 |
+
argument will be the ``.axes`` attribute of the caller artist. ::
|
| 59 |
+
|
| 60 |
+
# Construct the spine.
|
| 61 |
+
|
| 62 |
+
def get_line_transform(self, axes):
|
| 63 |
+
return transform
|
| 64 |
+
|
| 65 |
+
def get_line(self, axes):
|
| 66 |
+
return path
|
| 67 |
+
|
| 68 |
+
# Construct the label.
|
| 69 |
+
|
| 70 |
+
def get_axislabel_transform(self, axes):
|
| 71 |
+
return transform
|
| 72 |
+
|
| 73 |
+
def get_axislabel_pos_angle(self, axes):
|
| 74 |
+
return (x, y), angle
|
| 75 |
+
|
| 76 |
+
# Construct the ticks.
|
| 77 |
+
|
| 78 |
+
def get_tick_transform(self, axes):
|
| 79 |
+
return transform
|
| 80 |
+
|
| 81 |
+
def get_tick_iterators(self, axes):
|
| 82 |
+
# A pair of iterables (one for major ticks, one for minor ticks)
|
| 83 |
+
# that yield (tick_position, tick_angle, tick_label).
|
| 84 |
+
return iter_major, iter_minor
|
| 85 |
+
"""
|
| 86 |
+
|
| 87 |
+
def __init__(self, nth_coord):
|
| 88 |
+
self.nth_coord = nth_coord
|
| 89 |
+
|
| 90 |
+
def update_lim(self, axes):
|
| 91 |
+
pass
|
| 92 |
+
|
| 93 |
+
def get_nth_coord(self):
|
| 94 |
+
return self.nth_coord
|
| 95 |
+
|
| 96 |
+
def _to_xy(self, values, const):
|
| 97 |
+
"""
|
| 98 |
+
Create a (*values.shape, 2)-shape array representing (x, y) pairs.
|
| 99 |
+
|
| 100 |
+
The other coordinate is filled with the constant *const*.
|
| 101 |
+
|
| 102 |
+
Example::
|
| 103 |
+
|
| 104 |
+
>>> self.nth_coord = 0
|
| 105 |
+
>>> self._to_xy([1, 2, 3], const=0)
|
| 106 |
+
array([[1, 0],
|
| 107 |
+
[2, 0],
|
| 108 |
+
[3, 0]])
|
| 109 |
+
"""
|
| 110 |
+
if self.nth_coord == 0:
|
| 111 |
+
return np.stack(np.broadcast_arrays(values, const), axis=-1)
|
| 112 |
+
elif self.nth_coord == 1:
|
| 113 |
+
return np.stack(np.broadcast_arrays(const, values), axis=-1)
|
| 114 |
+
else:
|
| 115 |
+
raise ValueError("Unexpected nth_coord")
|
| 116 |
+
|
| 117 |
+
|
| 118 |
+
class _FixedAxisArtistHelperBase(_AxisArtistHelperBase):
|
| 119 |
+
"""Helper class for a fixed (in the axes coordinate) axis."""
|
| 120 |
+
|
| 121 |
+
@_api.delete_parameter("3.9", "nth_coord")
|
| 122 |
+
def __init__(self, loc, nth_coord=None):
|
| 123 |
+
"""``nth_coord = 0``: x-axis; ``nth_coord = 1``: y-axis."""
|
| 124 |
+
super().__init__(_api.check_getitem(
|
| 125 |
+
{"bottom": 0, "top": 0, "left": 1, "right": 1}, loc=loc))
|
| 126 |
+
self._loc = loc
|
| 127 |
+
self._pos = {"bottom": 0, "top": 1, "left": 0, "right": 1}[loc]
|
| 128 |
+
# axis line in transAxes
|
| 129 |
+
self._path = Path(self._to_xy((0, 1), const=self._pos))
|
| 130 |
+
|
| 131 |
+
# LINE
|
| 132 |
+
|
| 133 |
+
def get_line(self, axes):
|
| 134 |
+
return self._path
|
| 135 |
+
|
| 136 |
+
def get_line_transform(self, axes):
|
| 137 |
+
return axes.transAxes
|
| 138 |
+
|
| 139 |
+
# LABEL
|
| 140 |
+
|
| 141 |
+
def get_axislabel_transform(self, axes):
|
| 142 |
+
return axes.transAxes
|
| 143 |
+
|
| 144 |
+
def get_axislabel_pos_angle(self, axes):
|
| 145 |
+
"""
|
| 146 |
+
Return the label reference position in transAxes.
|
| 147 |
+
|
| 148 |
+
get_label_transform() returns a transform of (transAxes+offset)
|
| 149 |
+
"""
|
| 150 |
+
return dict(left=((0., 0.5), 90), # (position, angle_tangent)
|
| 151 |
+
right=((1., 0.5), 90),
|
| 152 |
+
bottom=((0.5, 0.), 0),
|
| 153 |
+
top=((0.5, 1.), 0))[self._loc]
|
| 154 |
+
|
| 155 |
+
# TICK
|
| 156 |
+
|
| 157 |
+
def get_tick_transform(self, axes):
|
| 158 |
+
return [axes.get_xaxis_transform(), axes.get_yaxis_transform()][self.nth_coord]
|
| 159 |
+
|
| 160 |
+
|
| 161 |
+
class _FloatingAxisArtistHelperBase(_AxisArtistHelperBase):
|
| 162 |
+
def __init__(self, nth_coord, value):
|
| 163 |
+
self._value = value
|
| 164 |
+
super().__init__(nth_coord)
|
| 165 |
+
|
| 166 |
+
def get_line(self, axes):
|
| 167 |
+
raise RuntimeError("get_line method should be defined by the derived class")
|
| 168 |
+
|
| 169 |
+
|
| 170 |
+
class FixedAxisArtistHelperRectilinear(_FixedAxisArtistHelperBase):
|
| 171 |
+
|
| 172 |
+
@_api.delete_parameter("3.9", "nth_coord")
|
| 173 |
+
def __init__(self, axes, loc, nth_coord=None):
|
| 174 |
+
"""
|
| 175 |
+
nth_coord = along which coordinate value varies
|
| 176 |
+
in 2D, nth_coord = 0 -> x axis, nth_coord = 1 -> y axis
|
| 177 |
+
"""
|
| 178 |
+
super().__init__(loc)
|
| 179 |
+
self.axis = [axes.xaxis, axes.yaxis][self.nth_coord]
|
| 180 |
+
|
| 181 |
+
# TICK
|
| 182 |
+
|
| 183 |
+
def get_tick_iterators(self, axes):
|
| 184 |
+
"""tick_loc, tick_angle, tick_label"""
|
| 185 |
+
angle_normal, angle_tangent = {0: (90, 0), 1: (0, 90)}[self.nth_coord]
|
| 186 |
+
|
| 187 |
+
major = self.axis.major
|
| 188 |
+
major_locs = major.locator()
|
| 189 |
+
major_labels = major.formatter.format_ticks(major_locs)
|
| 190 |
+
|
| 191 |
+
minor = self.axis.minor
|
| 192 |
+
minor_locs = minor.locator()
|
| 193 |
+
minor_labels = minor.formatter.format_ticks(minor_locs)
|
| 194 |
+
|
| 195 |
+
tick_to_axes = self.get_tick_transform(axes) - axes.transAxes
|
| 196 |
+
|
| 197 |
+
def _f(locs, labels):
|
| 198 |
+
for loc, label in zip(locs, labels):
|
| 199 |
+
c = self._to_xy(loc, const=self._pos)
|
| 200 |
+
# check if the tick point is inside axes
|
| 201 |
+
c2 = tick_to_axes.transform(c)
|
| 202 |
+
if mpl.transforms._interval_contains_close((0, 1), c2[self.nth_coord]):
|
| 203 |
+
yield c, angle_normal, angle_tangent, label
|
| 204 |
+
|
| 205 |
+
return _f(major_locs, major_labels), _f(minor_locs, minor_labels)
|
| 206 |
+
|
| 207 |
+
|
| 208 |
+
class FloatingAxisArtistHelperRectilinear(_FloatingAxisArtistHelperBase):
|
| 209 |
+
|
| 210 |
+
def __init__(self, axes, nth_coord,
|
| 211 |
+
passingthrough_point, axis_direction="bottom"):
|
| 212 |
+
super().__init__(nth_coord, passingthrough_point)
|
| 213 |
+
self._axis_direction = axis_direction
|
| 214 |
+
self.axis = [axes.xaxis, axes.yaxis][self.nth_coord]
|
| 215 |
+
|
| 216 |
+
def get_line(self, axes):
|
| 217 |
+
fixed_coord = 1 - self.nth_coord
|
| 218 |
+
data_to_axes = axes.transData - axes.transAxes
|
| 219 |
+
p = data_to_axes.transform([self._value, self._value])
|
| 220 |
+
return Path(self._to_xy((0, 1), const=p[fixed_coord]))
|
| 221 |
+
|
| 222 |
+
def get_line_transform(self, axes):
|
| 223 |
+
return axes.transAxes
|
| 224 |
+
|
| 225 |
+
def get_axislabel_transform(self, axes):
|
| 226 |
+
return axes.transAxes
|
| 227 |
+
|
| 228 |
+
def get_axislabel_pos_angle(self, axes):
|
| 229 |
+
"""
|
| 230 |
+
Return the label reference position in transAxes.
|
| 231 |
+
|
| 232 |
+
get_label_transform() returns a transform of (transAxes+offset)
|
| 233 |
+
"""
|
| 234 |
+
angle = [0, 90][self.nth_coord]
|
| 235 |
+
fixed_coord = 1 - self.nth_coord
|
| 236 |
+
data_to_axes = axes.transData - axes.transAxes
|
| 237 |
+
p = data_to_axes.transform([self._value, self._value])
|
| 238 |
+
verts = self._to_xy(0.5, const=p[fixed_coord])
|
| 239 |
+
return (verts, angle) if 0 <= verts[fixed_coord] <= 1 else (None, None)
|
| 240 |
+
|
| 241 |
+
def get_tick_transform(self, axes):
|
| 242 |
+
return axes.transData
|
| 243 |
+
|
| 244 |
+
def get_tick_iterators(self, axes):
|
| 245 |
+
"""tick_loc, tick_angle, tick_label"""
|
| 246 |
+
angle_normal, angle_tangent = {0: (90, 0), 1: (0, 90)}[self.nth_coord]
|
| 247 |
+
|
| 248 |
+
major = self.axis.major
|
| 249 |
+
major_locs = major.locator()
|
| 250 |
+
major_labels = major.formatter.format_ticks(major_locs)
|
| 251 |
+
|
| 252 |
+
minor = self.axis.minor
|
| 253 |
+
minor_locs = minor.locator()
|
| 254 |
+
minor_labels = minor.formatter.format_ticks(minor_locs)
|
| 255 |
+
|
| 256 |
+
data_to_axes = axes.transData - axes.transAxes
|
| 257 |
+
|
| 258 |
+
def _f(locs, labels):
|
| 259 |
+
for loc, label in zip(locs, labels):
|
| 260 |
+
c = self._to_xy(loc, const=self._value)
|
| 261 |
+
c1, c2 = data_to_axes.transform(c)
|
| 262 |
+
if 0 <= c1 <= 1 and 0 <= c2 <= 1:
|
| 263 |
+
yield c, angle_normal, angle_tangent, label
|
| 264 |
+
|
| 265 |
+
return _f(major_locs, major_labels), _f(minor_locs, minor_labels)
|
| 266 |
+
|
| 267 |
+
|
| 268 |
+
class AxisArtistHelper: # Backcompat.
|
| 269 |
+
Fixed = _FixedAxisArtistHelperBase
|
| 270 |
+
Floating = _FloatingAxisArtistHelperBase
|
| 271 |
+
|
| 272 |
+
|
| 273 |
+
class AxisArtistHelperRectlinear: # Backcompat.
|
| 274 |
+
Fixed = FixedAxisArtistHelperRectilinear
|
| 275 |
+
Floating = FloatingAxisArtistHelperRectilinear
|
| 276 |
+
|
| 277 |
+
|
| 278 |
+
class GridHelperBase:
|
| 279 |
+
|
| 280 |
+
def __init__(self):
|
| 281 |
+
self._old_limits = None
|
| 282 |
+
super().__init__()
|
| 283 |
+
|
| 284 |
+
def update_lim(self, axes):
|
| 285 |
+
x1, x2 = axes.get_xlim()
|
| 286 |
+
y1, y2 = axes.get_ylim()
|
| 287 |
+
if self._old_limits != (x1, x2, y1, y2):
|
| 288 |
+
self._update_grid(x1, y1, x2, y2)
|
| 289 |
+
self._old_limits = (x1, x2, y1, y2)
|
| 290 |
+
|
| 291 |
+
def _update_grid(self, x1, y1, x2, y2):
|
| 292 |
+
"""Cache relevant computations when the axes limits have changed."""
|
| 293 |
+
|
| 294 |
+
def get_gridlines(self, which, axis):
|
| 295 |
+
"""
|
| 296 |
+
Return list of grid lines as a list of paths (list of points).
|
| 297 |
+
|
| 298 |
+
Parameters
|
| 299 |
+
----------
|
| 300 |
+
which : {"both", "major", "minor"}
|
| 301 |
+
axis : {"both", "x", "y"}
|
| 302 |
+
"""
|
| 303 |
+
return []
|
| 304 |
+
|
| 305 |
+
|
| 306 |
+
class GridHelperRectlinear(GridHelperBase):
|
| 307 |
+
|
| 308 |
+
def __init__(self, axes):
|
| 309 |
+
super().__init__()
|
| 310 |
+
self.axes = axes
|
| 311 |
+
|
| 312 |
+
@_api.delete_parameter(
|
| 313 |
+
"3.9", "nth_coord", addendum="'nth_coord' is now inferred from 'loc'.")
|
| 314 |
+
def new_fixed_axis(
|
| 315 |
+
self, loc, nth_coord=None, axis_direction=None, offset=None, axes=None):
|
| 316 |
+
if axes is None:
|
| 317 |
+
_api.warn_external(
|
| 318 |
+
"'new_fixed_axis' explicitly requires the axes keyword.")
|
| 319 |
+
axes = self.axes
|
| 320 |
+
if axis_direction is None:
|
| 321 |
+
axis_direction = loc
|
| 322 |
+
return AxisArtist(axes, FixedAxisArtistHelperRectilinear(axes, loc),
|
| 323 |
+
offset=offset, axis_direction=axis_direction)
|
| 324 |
+
|
| 325 |
+
def new_floating_axis(self, nth_coord, value, axis_direction="bottom", axes=None):
|
| 326 |
+
if axes is None:
|
| 327 |
+
_api.warn_external(
|
| 328 |
+
"'new_floating_axis' explicitly requires the axes keyword.")
|
| 329 |
+
axes = self.axes
|
| 330 |
+
helper = FloatingAxisArtistHelperRectilinear(
|
| 331 |
+
axes, nth_coord, value, axis_direction)
|
| 332 |
+
axisline = AxisArtist(axes, helper, axis_direction=axis_direction)
|
| 333 |
+
axisline.line.set_clip_on(True)
|
| 334 |
+
axisline.line.set_clip_box(axisline.axes.bbox)
|
| 335 |
+
return axisline
|
| 336 |
+
|
| 337 |
+
def get_gridlines(self, which="major", axis="both"):
|
| 338 |
+
"""
|
| 339 |
+
Return list of gridline coordinates in data coordinates.
|
| 340 |
+
|
| 341 |
+
Parameters
|
| 342 |
+
----------
|
| 343 |
+
which : {"both", "major", "minor"}
|
| 344 |
+
axis : {"both", "x", "y"}
|
| 345 |
+
"""
|
| 346 |
+
_api.check_in_list(["both", "major", "minor"], which=which)
|
| 347 |
+
_api.check_in_list(["both", "x", "y"], axis=axis)
|
| 348 |
+
gridlines = []
|
| 349 |
+
|
| 350 |
+
if axis in ("both", "x"):
|
| 351 |
+
locs = []
|
| 352 |
+
y1, y2 = self.axes.get_ylim()
|
| 353 |
+
if which in ("both", "major"):
|
| 354 |
+
locs.extend(self.axes.xaxis.major.locator())
|
| 355 |
+
if which in ("both", "minor"):
|
| 356 |
+
locs.extend(self.axes.xaxis.minor.locator())
|
| 357 |
+
gridlines.extend([[x, x], [y1, y2]] for x in locs)
|
| 358 |
+
|
| 359 |
+
if axis in ("both", "y"):
|
| 360 |
+
x1, x2 = self.axes.get_xlim()
|
| 361 |
+
locs = []
|
| 362 |
+
if self.axes.yaxis._major_tick_kw["gridOn"]:
|
| 363 |
+
locs.extend(self.axes.yaxis.major.locator())
|
| 364 |
+
if self.axes.yaxis._minor_tick_kw["gridOn"]:
|
| 365 |
+
locs.extend(self.axes.yaxis.minor.locator())
|
| 366 |
+
gridlines.extend([[x1, x2], [y, y]] for y in locs)
|
| 367 |
+
|
| 368 |
+
return gridlines
|
| 369 |
+
|
| 370 |
+
|
| 371 |
+
class Axes(maxes.Axes):
|
| 372 |
+
|
| 373 |
+
def __init__(self, *args, grid_helper=None, **kwargs):
|
| 374 |
+
self._axisline_on = True
|
| 375 |
+
self._grid_helper = grid_helper if grid_helper else GridHelperRectlinear(self)
|
| 376 |
+
super().__init__(*args, **kwargs)
|
| 377 |
+
self.toggle_axisline(True)
|
| 378 |
+
|
| 379 |
+
def toggle_axisline(self, b=None):
|
| 380 |
+
if b is None:
|
| 381 |
+
b = not self._axisline_on
|
| 382 |
+
if b:
|
| 383 |
+
self._axisline_on = True
|
| 384 |
+
self.spines[:].set_visible(False)
|
| 385 |
+
self.xaxis.set_visible(False)
|
| 386 |
+
self.yaxis.set_visible(False)
|
| 387 |
+
else:
|
| 388 |
+
self._axisline_on = False
|
| 389 |
+
self.spines[:].set_visible(True)
|
| 390 |
+
self.xaxis.set_visible(True)
|
| 391 |
+
self.yaxis.set_visible(True)
|
| 392 |
+
|
| 393 |
+
@property
|
| 394 |
+
def axis(self):
|
| 395 |
+
return self._axislines
|
| 396 |
+
|
| 397 |
+
def clear(self):
|
| 398 |
+
# docstring inherited
|
| 399 |
+
|
| 400 |
+
# Init gridlines before clear() as clear() calls grid().
|
| 401 |
+
self.gridlines = gridlines = GridlinesCollection(
|
| 402 |
+
[],
|
| 403 |
+
colors=mpl.rcParams['grid.color'],
|
| 404 |
+
linestyles=mpl.rcParams['grid.linestyle'],
|
| 405 |
+
linewidths=mpl.rcParams['grid.linewidth'])
|
| 406 |
+
self._set_artist_props(gridlines)
|
| 407 |
+
gridlines.set_grid_helper(self.get_grid_helper())
|
| 408 |
+
|
| 409 |
+
super().clear()
|
| 410 |
+
|
| 411 |
+
# clip_path is set after Axes.clear(): that's when a patch is created.
|
| 412 |
+
gridlines.set_clip_path(self.axes.patch)
|
| 413 |
+
|
| 414 |
+
# Init axis artists.
|
| 415 |
+
self._axislines = mpl_axes.Axes.AxisDict(self)
|
| 416 |
+
new_fixed_axis = self.get_grid_helper().new_fixed_axis
|
| 417 |
+
self._axislines.update({
|
| 418 |
+
loc: new_fixed_axis(loc=loc, axes=self, axis_direction=loc)
|
| 419 |
+
for loc in ["bottom", "top", "left", "right"]})
|
| 420 |
+
for axisline in [self._axislines["top"], self._axislines["right"]]:
|
| 421 |
+
axisline.label.set_visible(False)
|
| 422 |
+
axisline.major_ticklabels.set_visible(False)
|
| 423 |
+
axisline.minor_ticklabels.set_visible(False)
|
| 424 |
+
|
| 425 |
+
def get_grid_helper(self):
|
| 426 |
+
return self._grid_helper
|
| 427 |
+
|
| 428 |
+
def grid(self, visible=None, which='major', axis="both", **kwargs):
|
| 429 |
+
"""
|
| 430 |
+
Toggle the gridlines, and optionally set the properties of the lines.
|
| 431 |
+
"""
|
| 432 |
+
# There are some discrepancies in the behavior of grid() between
|
| 433 |
+
# axes_grid and Matplotlib, because axes_grid explicitly sets the
|
| 434 |
+
# visibility of the gridlines.
|
| 435 |
+
super().grid(visible, which=which, axis=axis, **kwargs)
|
| 436 |
+
if not self._axisline_on:
|
| 437 |
+
return
|
| 438 |
+
if visible is None:
|
| 439 |
+
visible = (self.axes.xaxis._minor_tick_kw["gridOn"]
|
| 440 |
+
or self.axes.xaxis._major_tick_kw["gridOn"]
|
| 441 |
+
or self.axes.yaxis._minor_tick_kw["gridOn"]
|
| 442 |
+
or self.axes.yaxis._major_tick_kw["gridOn"])
|
| 443 |
+
self.gridlines.set(which=which, axis=axis, visible=visible)
|
| 444 |
+
self.gridlines.set(**kwargs)
|
| 445 |
+
|
| 446 |
+
def get_children(self):
|
| 447 |
+
if self._axisline_on:
|
| 448 |
+
children = [*self._axislines.values(), self.gridlines]
|
| 449 |
+
else:
|
| 450 |
+
children = []
|
| 451 |
+
children.extend(super().get_children())
|
| 452 |
+
return children
|
| 453 |
+
|
| 454 |
+
def new_fixed_axis(self, loc, offset=None):
|
| 455 |
+
return self.get_grid_helper().new_fixed_axis(loc, offset=offset, axes=self)
|
| 456 |
+
|
| 457 |
+
def new_floating_axis(self, nth_coord, value, axis_direction="bottom"):
|
| 458 |
+
return self.get_grid_helper().new_floating_axis(
|
| 459 |
+
nth_coord, value, axis_direction=axis_direction, axes=self)
|
| 460 |
+
|
| 461 |
+
|
| 462 |
+
class AxesZero(Axes):
|
| 463 |
+
|
| 464 |
+
def clear(self):
|
| 465 |
+
super().clear()
|
| 466 |
+
new_floating_axis = self.get_grid_helper().new_floating_axis
|
| 467 |
+
self._axislines.update(
|
| 468 |
+
xzero=new_floating_axis(
|
| 469 |
+
nth_coord=0, value=0., axis_direction="bottom", axes=self),
|
| 470 |
+
yzero=new_floating_axis(
|
| 471 |
+
nth_coord=1, value=0., axis_direction="left", axes=self),
|
| 472 |
+
)
|
| 473 |
+
for k in ["xzero", "yzero"]:
|
| 474 |
+
self._axislines[k].line.set_clip_path(self.patch)
|
| 475 |
+
self._axislines[k].set_visible(False)
|
| 476 |
+
|
| 477 |
+
|
| 478 |
+
Subplot = Axes
|
| 479 |
+
SubplotZero = AxesZero
|
vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/floating_axes.py
ADDED
|
@@ -0,0 +1,275 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
"""
|
| 2 |
+
An experimental support for curvilinear grid.
|
| 3 |
+
"""
|
| 4 |
+
|
| 5 |
+
# TODO :
|
| 6 |
+
# see if tick_iterator method can be simplified by reusing the parent method.
|
| 7 |
+
|
| 8 |
+
import functools
|
| 9 |
+
|
| 10 |
+
import numpy as np
|
| 11 |
+
|
| 12 |
+
import matplotlib as mpl
|
| 13 |
+
from matplotlib import _api, cbook
|
| 14 |
+
import matplotlib.patches as mpatches
|
| 15 |
+
from matplotlib.path import Path
|
| 16 |
+
|
| 17 |
+
from mpl_toolkits.axes_grid1.parasite_axes import host_axes_class_factory
|
| 18 |
+
|
| 19 |
+
from . import axislines, grid_helper_curvelinear
|
| 20 |
+
from .axis_artist import AxisArtist
|
| 21 |
+
from .grid_finder import ExtremeFinderSimple
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
class FloatingAxisArtistHelper(
|
| 25 |
+
grid_helper_curvelinear.FloatingAxisArtistHelper):
|
| 26 |
+
pass
|
| 27 |
+
|
| 28 |
+
|
| 29 |
+
class FixedAxisArtistHelper(grid_helper_curvelinear.FloatingAxisArtistHelper):
|
| 30 |
+
|
| 31 |
+
def __init__(self, grid_helper, side, nth_coord_ticks=None):
|
| 32 |
+
"""
|
| 33 |
+
nth_coord = along which coordinate value varies.
|
| 34 |
+
nth_coord = 0 -> x axis, nth_coord = 1 -> y axis
|
| 35 |
+
"""
|
| 36 |
+
lon1, lon2, lat1, lat2 = grid_helper.grid_finder.extreme_finder(*[None] * 5)
|
| 37 |
+
value, nth_coord = _api.check_getitem(
|
| 38 |
+
dict(left=(lon1, 0), right=(lon2, 0), bottom=(lat1, 1), top=(lat2, 1)),
|
| 39 |
+
side=side)
|
| 40 |
+
super().__init__(grid_helper, nth_coord, value, axis_direction=side)
|
| 41 |
+
if nth_coord_ticks is None:
|
| 42 |
+
nth_coord_ticks = nth_coord
|
| 43 |
+
self.nth_coord_ticks = nth_coord_ticks
|
| 44 |
+
|
| 45 |
+
self.value = value
|
| 46 |
+
self.grid_helper = grid_helper
|
| 47 |
+
self._side = side
|
| 48 |
+
|
| 49 |
+
def update_lim(self, axes):
|
| 50 |
+
self.grid_helper.update_lim(axes)
|
| 51 |
+
self._grid_info = self.grid_helper._grid_info
|
| 52 |
+
|
| 53 |
+
def get_tick_iterators(self, axes):
|
| 54 |
+
"""tick_loc, tick_angle, tick_label, (optionally) tick_label"""
|
| 55 |
+
|
| 56 |
+
grid_finder = self.grid_helper.grid_finder
|
| 57 |
+
|
| 58 |
+
lat_levs, lat_n, lat_factor = self._grid_info["lat_info"]
|
| 59 |
+
yy0 = lat_levs / lat_factor
|
| 60 |
+
|
| 61 |
+
lon_levs, lon_n, lon_factor = self._grid_info["lon_info"]
|
| 62 |
+
xx0 = lon_levs / lon_factor
|
| 63 |
+
|
| 64 |
+
extremes = self.grid_helper.grid_finder.extreme_finder(*[None] * 5)
|
| 65 |
+
xmin, xmax = sorted(extremes[:2])
|
| 66 |
+
ymin, ymax = sorted(extremes[2:])
|
| 67 |
+
|
| 68 |
+
def trf_xy(x, y):
|
| 69 |
+
trf = grid_finder.get_transform() + axes.transData
|
| 70 |
+
return trf.transform(np.column_stack(np.broadcast_arrays(x, y))).T
|
| 71 |
+
|
| 72 |
+
if self.nth_coord == 0:
|
| 73 |
+
mask = (ymin <= yy0) & (yy0 <= ymax)
|
| 74 |
+
(xx1, yy1), (dxx1, dyy1), (dxx2, dyy2) = \
|
| 75 |
+
grid_helper_curvelinear._value_and_jacobian(
|
| 76 |
+
trf_xy, self.value, yy0[mask], (xmin, xmax), (ymin, ymax))
|
| 77 |
+
labels = self._grid_info["lat_labels"]
|
| 78 |
+
|
| 79 |
+
elif self.nth_coord == 1:
|
| 80 |
+
mask = (xmin <= xx0) & (xx0 <= xmax)
|
| 81 |
+
(xx1, yy1), (dxx2, dyy2), (dxx1, dyy1) = \
|
| 82 |
+
grid_helper_curvelinear._value_and_jacobian(
|
| 83 |
+
trf_xy, xx0[mask], self.value, (xmin, xmax), (ymin, ymax))
|
| 84 |
+
labels = self._grid_info["lon_labels"]
|
| 85 |
+
|
| 86 |
+
labels = [l for l, m in zip(labels, mask) if m]
|
| 87 |
+
|
| 88 |
+
angle_normal = np.arctan2(dyy1, dxx1)
|
| 89 |
+
angle_tangent = np.arctan2(dyy2, dxx2)
|
| 90 |
+
mm = (dyy1 == 0) & (dxx1 == 0) # points with degenerate normal
|
| 91 |
+
angle_normal[mm] = angle_tangent[mm] + np.pi / 2
|
| 92 |
+
|
| 93 |
+
tick_to_axes = self.get_tick_transform(axes) - axes.transAxes
|
| 94 |
+
in_01 = functools.partial(
|
| 95 |
+
mpl.transforms._interval_contains_close, (0, 1))
|
| 96 |
+
|
| 97 |
+
def f1():
|
| 98 |
+
for x, y, normal, tangent, lab \
|
| 99 |
+
in zip(xx1, yy1, angle_normal, angle_tangent, labels):
|
| 100 |
+
c2 = tick_to_axes.transform((x, y))
|
| 101 |
+
if in_01(c2[0]) and in_01(c2[1]):
|
| 102 |
+
yield [x, y], *np.rad2deg([normal, tangent]), lab
|
| 103 |
+
|
| 104 |
+
return f1(), iter([])
|
| 105 |
+
|
| 106 |
+
def get_line(self, axes):
|
| 107 |
+
self.update_lim(axes)
|
| 108 |
+
k, v = dict(left=("lon_lines0", 0),
|
| 109 |
+
right=("lon_lines0", 1),
|
| 110 |
+
bottom=("lat_lines0", 0),
|
| 111 |
+
top=("lat_lines0", 1))[self._side]
|
| 112 |
+
xx, yy = self._grid_info[k][v]
|
| 113 |
+
return Path(np.column_stack([xx, yy]))
|
| 114 |
+
|
| 115 |
+
|
| 116 |
+
class ExtremeFinderFixed(ExtremeFinderSimple):
|
| 117 |
+
# docstring inherited
|
| 118 |
+
|
| 119 |
+
def __init__(self, extremes):
|
| 120 |
+
"""
|
| 121 |
+
This subclass always returns the same bounding box.
|
| 122 |
+
|
| 123 |
+
Parameters
|
| 124 |
+
----------
|
| 125 |
+
extremes : (float, float, float, float)
|
| 126 |
+
The bounding box that this helper always returns.
|
| 127 |
+
"""
|
| 128 |
+
self._extremes = extremes
|
| 129 |
+
|
| 130 |
+
def __call__(self, transform_xy, x1, y1, x2, y2):
|
| 131 |
+
# docstring inherited
|
| 132 |
+
return self._extremes
|
| 133 |
+
|
| 134 |
+
|
| 135 |
+
class GridHelperCurveLinear(grid_helper_curvelinear.GridHelperCurveLinear):
|
| 136 |
+
|
| 137 |
+
def __init__(self, aux_trans, extremes,
|
| 138 |
+
grid_locator1=None,
|
| 139 |
+
grid_locator2=None,
|
| 140 |
+
tick_formatter1=None,
|
| 141 |
+
tick_formatter2=None):
|
| 142 |
+
# docstring inherited
|
| 143 |
+
super().__init__(aux_trans,
|
| 144 |
+
extreme_finder=ExtremeFinderFixed(extremes),
|
| 145 |
+
grid_locator1=grid_locator1,
|
| 146 |
+
grid_locator2=grid_locator2,
|
| 147 |
+
tick_formatter1=tick_formatter1,
|
| 148 |
+
tick_formatter2=tick_formatter2)
|
| 149 |
+
|
| 150 |
+
def new_fixed_axis(
|
| 151 |
+
self, loc, nth_coord=None, axis_direction=None, offset=None, axes=None):
|
| 152 |
+
if axes is None:
|
| 153 |
+
axes = self.axes
|
| 154 |
+
if axis_direction is None:
|
| 155 |
+
axis_direction = loc
|
| 156 |
+
# This is not the same as the FixedAxisArtistHelper class used by
|
| 157 |
+
# grid_helper_curvelinear.GridHelperCurveLinear.new_fixed_axis!
|
| 158 |
+
helper = FixedAxisArtistHelper(
|
| 159 |
+
self, loc, nth_coord_ticks=nth_coord)
|
| 160 |
+
axisline = AxisArtist(axes, helper, axis_direction=axis_direction)
|
| 161 |
+
# Perhaps should be moved to the base class?
|
| 162 |
+
axisline.line.set_clip_on(True)
|
| 163 |
+
axisline.line.set_clip_box(axisline.axes.bbox)
|
| 164 |
+
return axisline
|
| 165 |
+
|
| 166 |
+
# new_floating_axis will inherit the grid_helper's extremes.
|
| 167 |
+
|
| 168 |
+
# def new_floating_axis(self, nth_coord, value, axes=None, axis_direction="bottom"):
|
| 169 |
+
# axis = super(GridHelperCurveLinear,
|
| 170 |
+
# self).new_floating_axis(nth_coord,
|
| 171 |
+
# value, axes=axes,
|
| 172 |
+
# axis_direction=axis_direction)
|
| 173 |
+
# # set extreme values of the axis helper
|
| 174 |
+
# if nth_coord == 1:
|
| 175 |
+
# axis.get_helper().set_extremes(*self._extremes[:2])
|
| 176 |
+
# elif nth_coord == 0:
|
| 177 |
+
# axis.get_helper().set_extremes(*self._extremes[2:])
|
| 178 |
+
# return axis
|
| 179 |
+
|
| 180 |
+
def _update_grid(self, x1, y1, x2, y2):
|
| 181 |
+
if self._grid_info is None:
|
| 182 |
+
self._grid_info = dict()
|
| 183 |
+
|
| 184 |
+
grid_info = self._grid_info
|
| 185 |
+
|
| 186 |
+
grid_finder = self.grid_finder
|
| 187 |
+
extremes = grid_finder.extreme_finder(grid_finder.inv_transform_xy,
|
| 188 |
+
x1, y1, x2, y2)
|
| 189 |
+
|
| 190 |
+
lon_min, lon_max = sorted(extremes[:2])
|
| 191 |
+
lat_min, lat_max = sorted(extremes[2:])
|
| 192 |
+
grid_info["extremes"] = lon_min, lon_max, lat_min, lat_max # extremes
|
| 193 |
+
|
| 194 |
+
lon_levs, lon_n, lon_factor = \
|
| 195 |
+
grid_finder.grid_locator1(lon_min, lon_max)
|
| 196 |
+
lon_levs = np.asarray(lon_levs)
|
| 197 |
+
lat_levs, lat_n, lat_factor = \
|
| 198 |
+
grid_finder.grid_locator2(lat_min, lat_max)
|
| 199 |
+
lat_levs = np.asarray(lat_levs)
|
| 200 |
+
|
| 201 |
+
grid_info["lon_info"] = lon_levs, lon_n, lon_factor
|
| 202 |
+
grid_info["lat_info"] = lat_levs, lat_n, lat_factor
|
| 203 |
+
|
| 204 |
+
grid_info["lon_labels"] = grid_finder._format_ticks(
|
| 205 |
+
1, "bottom", lon_factor, lon_levs)
|
| 206 |
+
grid_info["lat_labels"] = grid_finder._format_ticks(
|
| 207 |
+
2, "bottom", lat_factor, lat_levs)
|
| 208 |
+
|
| 209 |
+
lon_values = lon_levs[:lon_n] / lon_factor
|
| 210 |
+
lat_values = lat_levs[:lat_n] / lat_factor
|
| 211 |
+
|
| 212 |
+
lon_lines, lat_lines = grid_finder._get_raw_grid_lines(
|
| 213 |
+
lon_values[(lon_min < lon_values) & (lon_values < lon_max)],
|
| 214 |
+
lat_values[(lat_min < lat_values) & (lat_values < lat_max)],
|
| 215 |
+
lon_min, lon_max, lat_min, lat_max)
|
| 216 |
+
|
| 217 |
+
grid_info["lon_lines"] = lon_lines
|
| 218 |
+
grid_info["lat_lines"] = lat_lines
|
| 219 |
+
|
| 220 |
+
lon_lines, lat_lines = grid_finder._get_raw_grid_lines(
|
| 221 |
+
# lon_min, lon_max, lat_min, lat_max)
|
| 222 |
+
extremes[:2], extremes[2:], *extremes)
|
| 223 |
+
|
| 224 |
+
grid_info["lon_lines0"] = lon_lines
|
| 225 |
+
grid_info["lat_lines0"] = lat_lines
|
| 226 |
+
|
| 227 |
+
def get_gridlines(self, which="major", axis="both"):
|
| 228 |
+
grid_lines = []
|
| 229 |
+
if axis in ["both", "x"]:
|
| 230 |
+
grid_lines.extend(self._grid_info["lon_lines"])
|
| 231 |
+
if axis in ["both", "y"]:
|
| 232 |
+
grid_lines.extend(self._grid_info["lat_lines"])
|
| 233 |
+
return grid_lines
|
| 234 |
+
|
| 235 |
+
|
| 236 |
+
class FloatingAxesBase:
|
| 237 |
+
|
| 238 |
+
def __init__(self, *args, grid_helper, **kwargs):
|
| 239 |
+
_api.check_isinstance(GridHelperCurveLinear, grid_helper=grid_helper)
|
| 240 |
+
super().__init__(*args, grid_helper=grid_helper, **kwargs)
|
| 241 |
+
self.set_aspect(1.)
|
| 242 |
+
|
| 243 |
+
def _gen_axes_patch(self):
|
| 244 |
+
# docstring inherited
|
| 245 |
+
x0, x1, y0, y1 = self.get_grid_helper().grid_finder.extreme_finder(*[None] * 5)
|
| 246 |
+
patch = mpatches.Polygon([(x0, y0), (x1, y0), (x1, y1), (x0, y1)])
|
| 247 |
+
patch.get_path()._interpolation_steps = 100
|
| 248 |
+
return patch
|
| 249 |
+
|
| 250 |
+
def clear(self):
|
| 251 |
+
super().clear()
|
| 252 |
+
self.patch.set_transform(
|
| 253 |
+
self.get_grid_helper().grid_finder.get_transform()
|
| 254 |
+
+ self.transData)
|
| 255 |
+
# The original patch is not in the draw tree; it is only used for
|
| 256 |
+
# clipping purposes.
|
| 257 |
+
orig_patch = super()._gen_axes_patch()
|
| 258 |
+
orig_patch.set_figure(self.get_figure(root=False))
|
| 259 |
+
orig_patch.set_transform(self.transAxes)
|
| 260 |
+
self.patch.set_clip_path(orig_patch)
|
| 261 |
+
self.gridlines.set_clip_path(orig_patch)
|
| 262 |
+
self.adjust_axes_lim()
|
| 263 |
+
|
| 264 |
+
def adjust_axes_lim(self):
|
| 265 |
+
bbox = self.patch.get_path().get_extents(
|
| 266 |
+
# First transform to pixel coords, then to parent data coords.
|
| 267 |
+
self.patch.get_transform() - self.transData)
|
| 268 |
+
bbox = bbox.expanded(1.02, 1.02)
|
| 269 |
+
self.set_xlim(bbox.xmin, bbox.xmax)
|
| 270 |
+
self.set_ylim(bbox.ymin, bbox.ymax)
|
| 271 |
+
|
| 272 |
+
|
| 273 |
+
floatingaxes_class_factory = cbook._make_class_factory(FloatingAxesBase, "Floating{}")
|
| 274 |
+
FloatingAxes = floatingaxes_class_factory(host_axes_class_factory(axislines.Axes))
|
| 275 |
+
FloatingSubplot = FloatingAxes
|
vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/grid_finder.py
ADDED
|
@@ -0,0 +1,326 @@
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
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|
|
|
|
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|
|
|
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|
|
|
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|
|
|
|
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|
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|
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|
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|
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|
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|
|
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|
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|
|
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|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
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|
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|
|
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|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
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|
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|
|
|
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|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import numpy as np
|
| 2 |
+
|
| 3 |
+
from matplotlib import ticker as mticker, _api
|
| 4 |
+
from matplotlib.transforms import Bbox, Transform
|
| 5 |
+
|
| 6 |
+
|
| 7 |
+
def _find_line_box_crossings(xys, bbox):
|
| 8 |
+
"""
|
| 9 |
+
Find the points where a polyline crosses a bbox, and the crossing angles.
|
| 10 |
+
|
| 11 |
+
Parameters
|
| 12 |
+
----------
|
| 13 |
+
xys : (N, 2) array
|
| 14 |
+
The polyline coordinates.
|
| 15 |
+
bbox : `.Bbox`
|
| 16 |
+
The bounding box.
|
| 17 |
+
|
| 18 |
+
Returns
|
| 19 |
+
-------
|
| 20 |
+
list of ((float, float), float)
|
| 21 |
+
Four separate lists of crossings, for the left, right, bottom, and top
|
| 22 |
+
sides of the bbox, respectively. For each list, the entries are the
|
| 23 |
+
``((x, y), ccw_angle_in_degrees)`` of the crossing, where an angle of 0
|
| 24 |
+
means that the polyline is moving to the right at the crossing point.
|
| 25 |
+
|
| 26 |
+
The entries are computed by linearly interpolating at each crossing
|
| 27 |
+
between the nearest points on either side of the bbox edges.
|
| 28 |
+
"""
|
| 29 |
+
crossings = []
|
| 30 |
+
dxys = xys[1:] - xys[:-1]
|
| 31 |
+
for sl in [slice(None), slice(None, None, -1)]:
|
| 32 |
+
us, vs = xys.T[sl] # "this" coord, "other" coord
|
| 33 |
+
dus, dvs = dxys.T[sl]
|
| 34 |
+
umin, vmin = bbox.min[sl]
|
| 35 |
+
umax, vmax = bbox.max[sl]
|
| 36 |
+
for u0, inside in [(umin, us > umin), (umax, us < umax)]:
|
| 37 |
+
cross = []
|
| 38 |
+
idxs, = (inside[:-1] ^ inside[1:]).nonzero()
|
| 39 |
+
for idx in idxs:
|
| 40 |
+
v = vs[idx] + (u0 - us[idx]) * dvs[idx] / dus[idx]
|
| 41 |
+
if not vmin <= v <= vmax:
|
| 42 |
+
continue
|
| 43 |
+
crossing = (u0, v)[sl]
|
| 44 |
+
theta = np.degrees(np.arctan2(*dxys[idx][::-1]))
|
| 45 |
+
cross.append((crossing, theta))
|
| 46 |
+
crossings.append(cross)
|
| 47 |
+
return crossings
|
| 48 |
+
|
| 49 |
+
|
| 50 |
+
class ExtremeFinderSimple:
|
| 51 |
+
"""
|
| 52 |
+
A helper class to figure out the range of grid lines that need to be drawn.
|
| 53 |
+
"""
|
| 54 |
+
|
| 55 |
+
def __init__(self, nx, ny):
|
| 56 |
+
"""
|
| 57 |
+
Parameters
|
| 58 |
+
----------
|
| 59 |
+
nx, ny : int
|
| 60 |
+
The number of samples in each direction.
|
| 61 |
+
"""
|
| 62 |
+
self.nx = nx
|
| 63 |
+
self.ny = ny
|
| 64 |
+
|
| 65 |
+
def __call__(self, transform_xy, x1, y1, x2, y2):
|
| 66 |
+
"""
|
| 67 |
+
Compute an approximation of the bounding box obtained by applying
|
| 68 |
+
*transform_xy* to the box delimited by ``(x1, y1, x2, y2)``.
|
| 69 |
+
|
| 70 |
+
The intended use is to have ``(x1, y1, x2, y2)`` in axes coordinates,
|
| 71 |
+
and have *transform_xy* be the transform from axes coordinates to data
|
| 72 |
+
coordinates; this method then returns the range of data coordinates
|
| 73 |
+
that span the actual axes.
|
| 74 |
+
|
| 75 |
+
The computation is done by sampling ``nx * ny`` equispaced points in
|
| 76 |
+
the ``(x1, y1, x2, y2)`` box and finding the resulting points with
|
| 77 |
+
extremal coordinates; then adding some padding to take into account the
|
| 78 |
+
finite sampling.
|
| 79 |
+
|
| 80 |
+
As each sampling step covers a relative range of *1/nx* or *1/ny*,
|
| 81 |
+
the padding is computed by expanding the span covered by the extremal
|
| 82 |
+
coordinates by these fractions.
|
| 83 |
+
"""
|
| 84 |
+
x, y = np.meshgrid(
|
| 85 |
+
np.linspace(x1, x2, self.nx), np.linspace(y1, y2, self.ny))
|
| 86 |
+
xt, yt = transform_xy(np.ravel(x), np.ravel(y))
|
| 87 |
+
return self._add_pad(xt.min(), xt.max(), yt.min(), yt.max())
|
| 88 |
+
|
| 89 |
+
def _add_pad(self, x_min, x_max, y_min, y_max):
|
| 90 |
+
"""Perform the padding mentioned in `__call__`."""
|
| 91 |
+
dx = (x_max - x_min) / self.nx
|
| 92 |
+
dy = (y_max - y_min) / self.ny
|
| 93 |
+
return x_min - dx, x_max + dx, y_min - dy, y_max + dy
|
| 94 |
+
|
| 95 |
+
|
| 96 |
+
class _User2DTransform(Transform):
|
| 97 |
+
"""A transform defined by two user-set functions."""
|
| 98 |
+
|
| 99 |
+
input_dims = output_dims = 2
|
| 100 |
+
|
| 101 |
+
def __init__(self, forward, backward):
|
| 102 |
+
"""
|
| 103 |
+
Parameters
|
| 104 |
+
----------
|
| 105 |
+
forward, backward : callable
|
| 106 |
+
The forward and backward transforms, taking ``x`` and ``y`` as
|
| 107 |
+
separate arguments and returning ``(tr_x, tr_y)``.
|
| 108 |
+
"""
|
| 109 |
+
# The normal Matplotlib convention would be to take and return an
|
| 110 |
+
# (N, 2) array but axisartist uses the transposed version.
|
| 111 |
+
super().__init__()
|
| 112 |
+
self._forward = forward
|
| 113 |
+
self._backward = backward
|
| 114 |
+
|
| 115 |
+
def transform_non_affine(self, values):
|
| 116 |
+
# docstring inherited
|
| 117 |
+
return np.transpose(self._forward(*np.transpose(values)))
|
| 118 |
+
|
| 119 |
+
def inverted(self):
|
| 120 |
+
# docstring inherited
|
| 121 |
+
return type(self)(self._backward, self._forward)
|
| 122 |
+
|
| 123 |
+
|
| 124 |
+
class GridFinder:
|
| 125 |
+
"""
|
| 126 |
+
Internal helper for `~.grid_helper_curvelinear.GridHelperCurveLinear`, with
|
| 127 |
+
the same constructor parameters; should not be directly instantiated.
|
| 128 |
+
"""
|
| 129 |
+
|
| 130 |
+
def __init__(self,
|
| 131 |
+
transform,
|
| 132 |
+
extreme_finder=None,
|
| 133 |
+
grid_locator1=None,
|
| 134 |
+
grid_locator2=None,
|
| 135 |
+
tick_formatter1=None,
|
| 136 |
+
tick_formatter2=None):
|
| 137 |
+
if extreme_finder is None:
|
| 138 |
+
extreme_finder = ExtremeFinderSimple(20, 20)
|
| 139 |
+
if grid_locator1 is None:
|
| 140 |
+
grid_locator1 = MaxNLocator()
|
| 141 |
+
if grid_locator2 is None:
|
| 142 |
+
grid_locator2 = MaxNLocator()
|
| 143 |
+
if tick_formatter1 is None:
|
| 144 |
+
tick_formatter1 = FormatterPrettyPrint()
|
| 145 |
+
if tick_formatter2 is None:
|
| 146 |
+
tick_formatter2 = FormatterPrettyPrint()
|
| 147 |
+
self.extreme_finder = extreme_finder
|
| 148 |
+
self.grid_locator1 = grid_locator1
|
| 149 |
+
self.grid_locator2 = grid_locator2
|
| 150 |
+
self.tick_formatter1 = tick_formatter1
|
| 151 |
+
self.tick_formatter2 = tick_formatter2
|
| 152 |
+
self.set_transform(transform)
|
| 153 |
+
|
| 154 |
+
def _format_ticks(self, idx, direction, factor, levels):
|
| 155 |
+
"""
|
| 156 |
+
Helper to support both standard formatters (inheriting from
|
| 157 |
+
`.mticker.Formatter`) and axisartist-specific ones; should be called instead of
|
| 158 |
+
directly calling ``self.tick_formatter1`` and ``self.tick_formatter2``. This
|
| 159 |
+
method should be considered as a temporary workaround which will be removed in
|
| 160 |
+
the future at the same time as axisartist-specific formatters.
|
| 161 |
+
"""
|
| 162 |
+
fmt = _api.check_getitem(
|
| 163 |
+
{1: self.tick_formatter1, 2: self.tick_formatter2}, idx=idx)
|
| 164 |
+
return (fmt.format_ticks(levels) if isinstance(fmt, mticker.Formatter)
|
| 165 |
+
else fmt(direction, factor, levels))
|
| 166 |
+
|
| 167 |
+
def get_grid_info(self, x1, y1, x2, y2):
|
| 168 |
+
"""
|
| 169 |
+
lon_values, lat_values : list of grid values. if integer is given,
|
| 170 |
+
rough number of grids in each direction.
|
| 171 |
+
"""
|
| 172 |
+
|
| 173 |
+
extremes = self.extreme_finder(self.inv_transform_xy, x1, y1, x2, y2)
|
| 174 |
+
|
| 175 |
+
# min & max rage of lat (or lon) for each grid line will be drawn.
|
| 176 |
+
# i.e., gridline of lon=0 will be drawn from lat_min to lat_max.
|
| 177 |
+
|
| 178 |
+
lon_min, lon_max, lat_min, lat_max = extremes
|
| 179 |
+
lon_levs, lon_n, lon_factor = self.grid_locator1(lon_min, lon_max)
|
| 180 |
+
lon_levs = np.asarray(lon_levs)
|
| 181 |
+
lat_levs, lat_n, lat_factor = self.grid_locator2(lat_min, lat_max)
|
| 182 |
+
lat_levs = np.asarray(lat_levs)
|
| 183 |
+
|
| 184 |
+
lon_values = lon_levs[:lon_n] / lon_factor
|
| 185 |
+
lat_values = lat_levs[:lat_n] / lat_factor
|
| 186 |
+
|
| 187 |
+
lon_lines, lat_lines = self._get_raw_grid_lines(lon_values,
|
| 188 |
+
lat_values,
|
| 189 |
+
lon_min, lon_max,
|
| 190 |
+
lat_min, lat_max)
|
| 191 |
+
|
| 192 |
+
bb = Bbox.from_extents(x1, y1, x2, y2).expanded(1 + 2e-10, 1 + 2e-10)
|
| 193 |
+
|
| 194 |
+
grid_info = {
|
| 195 |
+
"extremes": extremes,
|
| 196 |
+
# "lon", "lat", filled below.
|
| 197 |
+
}
|
| 198 |
+
|
| 199 |
+
for idx, lon_or_lat, levs, factor, values, lines in [
|
| 200 |
+
(1, "lon", lon_levs, lon_factor, lon_values, lon_lines),
|
| 201 |
+
(2, "lat", lat_levs, lat_factor, lat_values, lat_lines),
|
| 202 |
+
]:
|
| 203 |
+
grid_info[lon_or_lat] = gi = {
|
| 204 |
+
"lines": [[l] for l in lines],
|
| 205 |
+
"ticks": {"left": [], "right": [], "bottom": [], "top": []},
|
| 206 |
+
}
|
| 207 |
+
for (lx, ly), v, level in zip(lines, values, levs):
|
| 208 |
+
all_crossings = _find_line_box_crossings(np.column_stack([lx, ly]), bb)
|
| 209 |
+
for side, crossings in zip(
|
| 210 |
+
["left", "right", "bottom", "top"], all_crossings):
|
| 211 |
+
for crossing in crossings:
|
| 212 |
+
gi["ticks"][side].append({"level": level, "loc": crossing})
|
| 213 |
+
for side in gi["ticks"]:
|
| 214 |
+
levs = [tick["level"] for tick in gi["ticks"][side]]
|
| 215 |
+
labels = self._format_ticks(idx, side, factor, levs)
|
| 216 |
+
for tick, label in zip(gi["ticks"][side], labels):
|
| 217 |
+
tick["label"] = label
|
| 218 |
+
|
| 219 |
+
return grid_info
|
| 220 |
+
|
| 221 |
+
def _get_raw_grid_lines(self,
|
| 222 |
+
lon_values, lat_values,
|
| 223 |
+
lon_min, lon_max, lat_min, lat_max):
|
| 224 |
+
|
| 225 |
+
lons_i = np.linspace(lon_min, lon_max, 100) # for interpolation
|
| 226 |
+
lats_i = np.linspace(lat_min, lat_max, 100)
|
| 227 |
+
|
| 228 |
+
lon_lines = [self.transform_xy(np.full_like(lats_i, lon), lats_i)
|
| 229 |
+
for lon in lon_values]
|
| 230 |
+
lat_lines = [self.transform_xy(lons_i, np.full_like(lons_i, lat))
|
| 231 |
+
for lat in lat_values]
|
| 232 |
+
|
| 233 |
+
return lon_lines, lat_lines
|
| 234 |
+
|
| 235 |
+
def set_transform(self, aux_trans):
|
| 236 |
+
if isinstance(aux_trans, Transform):
|
| 237 |
+
self._aux_transform = aux_trans
|
| 238 |
+
elif len(aux_trans) == 2 and all(map(callable, aux_trans)):
|
| 239 |
+
self._aux_transform = _User2DTransform(*aux_trans)
|
| 240 |
+
else:
|
| 241 |
+
raise TypeError("'aux_trans' must be either a Transform "
|
| 242 |
+
"instance or a pair of callables")
|
| 243 |
+
|
| 244 |
+
def get_transform(self):
|
| 245 |
+
return self._aux_transform
|
| 246 |
+
|
| 247 |
+
update_transform = set_transform # backcompat alias.
|
| 248 |
+
|
| 249 |
+
def transform_xy(self, x, y):
|
| 250 |
+
return self._aux_transform.transform(np.column_stack([x, y])).T
|
| 251 |
+
|
| 252 |
+
def inv_transform_xy(self, x, y):
|
| 253 |
+
return self._aux_transform.inverted().transform(
|
| 254 |
+
np.column_stack([x, y])).T
|
| 255 |
+
|
| 256 |
+
def update(self, **kwargs):
|
| 257 |
+
for k, v in kwargs.items():
|
| 258 |
+
if k in ["extreme_finder",
|
| 259 |
+
"grid_locator1",
|
| 260 |
+
"grid_locator2",
|
| 261 |
+
"tick_formatter1",
|
| 262 |
+
"tick_formatter2"]:
|
| 263 |
+
setattr(self, k, v)
|
| 264 |
+
else:
|
| 265 |
+
raise ValueError(f"Unknown update property {k!r}")
|
| 266 |
+
|
| 267 |
+
|
| 268 |
+
class MaxNLocator(mticker.MaxNLocator):
|
| 269 |
+
def __init__(self, nbins=10, steps=None,
|
| 270 |
+
trim=True,
|
| 271 |
+
integer=False,
|
| 272 |
+
symmetric=False,
|
| 273 |
+
prune=None):
|
| 274 |
+
# trim argument has no effect. It has been left for API compatibility
|
| 275 |
+
super().__init__(nbins, steps=steps, integer=integer,
|
| 276 |
+
symmetric=symmetric, prune=prune)
|
| 277 |
+
self.create_dummy_axis()
|
| 278 |
+
|
| 279 |
+
def __call__(self, v1, v2):
|
| 280 |
+
locs = super().tick_values(v1, v2)
|
| 281 |
+
return np.array(locs), len(locs), 1 # 1: factor (see angle_helper)
|
| 282 |
+
|
| 283 |
+
|
| 284 |
+
class FixedLocator:
|
| 285 |
+
def __init__(self, locs):
|
| 286 |
+
self._locs = locs
|
| 287 |
+
|
| 288 |
+
def __call__(self, v1, v2):
|
| 289 |
+
v1, v2 = sorted([v1, v2])
|
| 290 |
+
locs = np.array([l for l in self._locs if v1 <= l <= v2])
|
| 291 |
+
return locs, len(locs), 1 # 1: factor (see angle_helper)
|
| 292 |
+
|
| 293 |
+
|
| 294 |
+
# Tick Formatter
|
| 295 |
+
|
| 296 |
+
class FormatterPrettyPrint:
|
| 297 |
+
def __init__(self, useMathText=True):
|
| 298 |
+
self._fmt = mticker.ScalarFormatter(
|
| 299 |
+
useMathText=useMathText, useOffset=False)
|
| 300 |
+
self._fmt.create_dummy_axis()
|
| 301 |
+
|
| 302 |
+
def __call__(self, direction, factor, values):
|
| 303 |
+
return self._fmt.format_ticks(values)
|
| 304 |
+
|
| 305 |
+
|
| 306 |
+
class DictFormatter:
|
| 307 |
+
def __init__(self, format_dict, formatter=None):
|
| 308 |
+
"""
|
| 309 |
+
format_dict : dictionary for format strings to be used.
|
| 310 |
+
formatter : fall-back formatter
|
| 311 |
+
"""
|
| 312 |
+
super().__init__()
|
| 313 |
+
self._format_dict = format_dict
|
| 314 |
+
self._fallback_formatter = formatter
|
| 315 |
+
|
| 316 |
+
def __call__(self, direction, factor, values):
|
| 317 |
+
"""
|
| 318 |
+
factor is ignored if value is found in the dictionary
|
| 319 |
+
"""
|
| 320 |
+
if self._fallback_formatter:
|
| 321 |
+
fallback_strings = self._fallback_formatter(
|
| 322 |
+
direction, factor, values)
|
| 323 |
+
else:
|
| 324 |
+
fallback_strings = [""] * len(values)
|
| 325 |
+
return [self._format_dict.get(k, v)
|
| 326 |
+
for k, v in zip(values, fallback_strings)]
|
vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/grid_helper_curvelinear.py
ADDED
|
@@ -0,0 +1,328 @@
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|
| 1 |
+
"""
|
| 2 |
+
An experimental support for curvilinear grid.
|
| 3 |
+
"""
|
| 4 |
+
|
| 5 |
+
import functools
|
| 6 |
+
|
| 7 |
+
import numpy as np
|
| 8 |
+
|
| 9 |
+
import matplotlib as mpl
|
| 10 |
+
from matplotlib import _api
|
| 11 |
+
from matplotlib.path import Path
|
| 12 |
+
from matplotlib.transforms import Affine2D, IdentityTransform
|
| 13 |
+
from .axislines import (
|
| 14 |
+
_FixedAxisArtistHelperBase, _FloatingAxisArtistHelperBase, GridHelperBase)
|
| 15 |
+
from .axis_artist import AxisArtist
|
| 16 |
+
from .grid_finder import GridFinder
|
| 17 |
+
|
| 18 |
+
|
| 19 |
+
def _value_and_jacobian(func, xs, ys, xlims, ylims):
|
| 20 |
+
"""
|
| 21 |
+
Compute *func* and its derivatives along x and y at positions *xs*, *ys*,
|
| 22 |
+
while ensuring that finite difference calculations don't try to evaluate
|
| 23 |
+
values outside of *xlims*, *ylims*.
|
| 24 |
+
"""
|
| 25 |
+
eps = np.finfo(float).eps ** (1/2) # see e.g. scipy.optimize.approx_fprime
|
| 26 |
+
val = func(xs, ys)
|
| 27 |
+
# Take the finite difference step in the direction where the bound is the
|
| 28 |
+
# furthest; the step size is min of epsilon and distance to that bound.
|
| 29 |
+
xlo, xhi = sorted(xlims)
|
| 30 |
+
dxlo = xs - xlo
|
| 31 |
+
dxhi = xhi - xs
|
| 32 |
+
xeps = (np.take([-1, 1], dxhi >= dxlo)
|
| 33 |
+
* np.minimum(eps, np.maximum(dxlo, dxhi)))
|
| 34 |
+
val_dx = func(xs + xeps, ys)
|
| 35 |
+
ylo, yhi = sorted(ylims)
|
| 36 |
+
dylo = ys - ylo
|
| 37 |
+
dyhi = yhi - ys
|
| 38 |
+
yeps = (np.take([-1, 1], dyhi >= dylo)
|
| 39 |
+
* np.minimum(eps, np.maximum(dylo, dyhi)))
|
| 40 |
+
val_dy = func(xs, ys + yeps)
|
| 41 |
+
return (val, (val_dx - val) / xeps, (val_dy - val) / yeps)
|
| 42 |
+
|
| 43 |
+
|
| 44 |
+
class FixedAxisArtistHelper(_FixedAxisArtistHelperBase):
|
| 45 |
+
"""
|
| 46 |
+
Helper class for a fixed axis.
|
| 47 |
+
"""
|
| 48 |
+
|
| 49 |
+
def __init__(self, grid_helper, side, nth_coord_ticks=None):
|
| 50 |
+
"""
|
| 51 |
+
nth_coord = along which coordinate value varies.
|
| 52 |
+
nth_coord = 0 -> x axis, nth_coord = 1 -> y axis
|
| 53 |
+
"""
|
| 54 |
+
|
| 55 |
+
super().__init__(loc=side)
|
| 56 |
+
|
| 57 |
+
self.grid_helper = grid_helper
|
| 58 |
+
if nth_coord_ticks is None:
|
| 59 |
+
nth_coord_ticks = self.nth_coord
|
| 60 |
+
self.nth_coord_ticks = nth_coord_ticks
|
| 61 |
+
|
| 62 |
+
self.side = side
|
| 63 |
+
|
| 64 |
+
def update_lim(self, axes):
|
| 65 |
+
self.grid_helper.update_lim(axes)
|
| 66 |
+
|
| 67 |
+
def get_tick_transform(self, axes):
|
| 68 |
+
return axes.transData
|
| 69 |
+
|
| 70 |
+
def get_tick_iterators(self, axes):
|
| 71 |
+
"""tick_loc, tick_angle, tick_label"""
|
| 72 |
+
v1, v2 = axes.get_ylim() if self.nth_coord == 0 else axes.get_xlim()
|
| 73 |
+
if v1 > v2: # Inverted limits.
|
| 74 |
+
side = {"left": "right", "right": "left",
|
| 75 |
+
"top": "bottom", "bottom": "top"}[self.side]
|
| 76 |
+
else:
|
| 77 |
+
side = self.side
|
| 78 |
+
|
| 79 |
+
angle_tangent = dict(left=90, right=90, bottom=0, top=0)[side]
|
| 80 |
+
|
| 81 |
+
def iter_major():
|
| 82 |
+
for nth_coord, show_labels in [
|
| 83 |
+
(self.nth_coord_ticks, True), (1 - self.nth_coord_ticks, False)]:
|
| 84 |
+
gi = self.grid_helper._grid_info[["lon", "lat"][nth_coord]]
|
| 85 |
+
for tick in gi["ticks"][side]:
|
| 86 |
+
yield (*tick["loc"], angle_tangent,
|
| 87 |
+
(tick["label"] if show_labels else ""))
|
| 88 |
+
|
| 89 |
+
return iter_major(), iter([])
|
| 90 |
+
|
| 91 |
+
|
| 92 |
+
class FloatingAxisArtistHelper(_FloatingAxisArtistHelperBase):
|
| 93 |
+
|
| 94 |
+
def __init__(self, grid_helper, nth_coord, value, axis_direction=None):
|
| 95 |
+
"""
|
| 96 |
+
nth_coord = along which coordinate value varies.
|
| 97 |
+
nth_coord = 0 -> x axis, nth_coord = 1 -> y axis
|
| 98 |
+
"""
|
| 99 |
+
super().__init__(nth_coord, value)
|
| 100 |
+
self.value = value
|
| 101 |
+
self.grid_helper = grid_helper
|
| 102 |
+
self._extremes = -np.inf, np.inf
|
| 103 |
+
self._line_num_points = 100 # number of points to create a line
|
| 104 |
+
|
| 105 |
+
def set_extremes(self, e1, e2):
|
| 106 |
+
if e1 is None:
|
| 107 |
+
e1 = -np.inf
|
| 108 |
+
if e2 is None:
|
| 109 |
+
e2 = np.inf
|
| 110 |
+
self._extremes = e1, e2
|
| 111 |
+
|
| 112 |
+
def update_lim(self, axes):
|
| 113 |
+
self.grid_helper.update_lim(axes)
|
| 114 |
+
|
| 115 |
+
x1, x2 = axes.get_xlim()
|
| 116 |
+
y1, y2 = axes.get_ylim()
|
| 117 |
+
grid_finder = self.grid_helper.grid_finder
|
| 118 |
+
extremes = grid_finder.extreme_finder(grid_finder.inv_transform_xy,
|
| 119 |
+
x1, y1, x2, y2)
|
| 120 |
+
|
| 121 |
+
lon_min, lon_max, lat_min, lat_max = extremes
|
| 122 |
+
e_min, e_max = self._extremes # ranges of other coordinates
|
| 123 |
+
if self.nth_coord == 0:
|
| 124 |
+
lat_min = max(e_min, lat_min)
|
| 125 |
+
lat_max = min(e_max, lat_max)
|
| 126 |
+
elif self.nth_coord == 1:
|
| 127 |
+
lon_min = max(e_min, lon_min)
|
| 128 |
+
lon_max = min(e_max, lon_max)
|
| 129 |
+
|
| 130 |
+
lon_levs, lon_n, lon_factor = \
|
| 131 |
+
grid_finder.grid_locator1(lon_min, lon_max)
|
| 132 |
+
lat_levs, lat_n, lat_factor = \
|
| 133 |
+
grid_finder.grid_locator2(lat_min, lat_max)
|
| 134 |
+
|
| 135 |
+
if self.nth_coord == 0:
|
| 136 |
+
xx0 = np.full(self._line_num_points, self.value)
|
| 137 |
+
yy0 = np.linspace(lat_min, lat_max, self._line_num_points)
|
| 138 |
+
xx, yy = grid_finder.transform_xy(xx0, yy0)
|
| 139 |
+
elif self.nth_coord == 1:
|
| 140 |
+
xx0 = np.linspace(lon_min, lon_max, self._line_num_points)
|
| 141 |
+
yy0 = np.full(self._line_num_points, self.value)
|
| 142 |
+
xx, yy = grid_finder.transform_xy(xx0, yy0)
|
| 143 |
+
|
| 144 |
+
self._grid_info = {
|
| 145 |
+
"extremes": (lon_min, lon_max, lat_min, lat_max),
|
| 146 |
+
"lon_info": (lon_levs, lon_n, np.asarray(lon_factor)),
|
| 147 |
+
"lat_info": (lat_levs, lat_n, np.asarray(lat_factor)),
|
| 148 |
+
"lon_labels": grid_finder._format_ticks(
|
| 149 |
+
1, "bottom", lon_factor, lon_levs),
|
| 150 |
+
"lat_labels": grid_finder._format_ticks(
|
| 151 |
+
2, "bottom", lat_factor, lat_levs),
|
| 152 |
+
"line_xy": (xx, yy),
|
| 153 |
+
}
|
| 154 |
+
|
| 155 |
+
def get_axislabel_transform(self, axes):
|
| 156 |
+
return Affine2D() # axes.transData
|
| 157 |
+
|
| 158 |
+
def get_axislabel_pos_angle(self, axes):
|
| 159 |
+
def trf_xy(x, y):
|
| 160 |
+
trf = self.grid_helper.grid_finder.get_transform() + axes.transData
|
| 161 |
+
return trf.transform([x, y]).T
|
| 162 |
+
|
| 163 |
+
xmin, xmax, ymin, ymax = self._grid_info["extremes"]
|
| 164 |
+
if self.nth_coord == 0:
|
| 165 |
+
xx0 = self.value
|
| 166 |
+
yy0 = (ymin + ymax) / 2
|
| 167 |
+
elif self.nth_coord == 1:
|
| 168 |
+
xx0 = (xmin + xmax) / 2
|
| 169 |
+
yy0 = self.value
|
| 170 |
+
xy1, dxy1_dx, dxy1_dy = _value_and_jacobian(
|
| 171 |
+
trf_xy, xx0, yy0, (xmin, xmax), (ymin, ymax))
|
| 172 |
+
p = axes.transAxes.inverted().transform(xy1)
|
| 173 |
+
if 0 <= p[0] <= 1 and 0 <= p[1] <= 1:
|
| 174 |
+
d = [dxy1_dy, dxy1_dx][self.nth_coord]
|
| 175 |
+
return xy1, np.rad2deg(np.arctan2(*d[::-1]))
|
| 176 |
+
else:
|
| 177 |
+
return None, None
|
| 178 |
+
|
| 179 |
+
def get_tick_transform(self, axes):
|
| 180 |
+
return IdentityTransform() # axes.transData
|
| 181 |
+
|
| 182 |
+
def get_tick_iterators(self, axes):
|
| 183 |
+
"""tick_loc, tick_angle, tick_label, (optionally) tick_label"""
|
| 184 |
+
|
| 185 |
+
lat_levs, lat_n, lat_factor = self._grid_info["lat_info"]
|
| 186 |
+
yy0 = lat_levs / lat_factor
|
| 187 |
+
|
| 188 |
+
lon_levs, lon_n, lon_factor = self._grid_info["lon_info"]
|
| 189 |
+
xx0 = lon_levs / lon_factor
|
| 190 |
+
|
| 191 |
+
e0, e1 = self._extremes
|
| 192 |
+
|
| 193 |
+
def trf_xy(x, y):
|
| 194 |
+
trf = self.grid_helper.grid_finder.get_transform() + axes.transData
|
| 195 |
+
return trf.transform(np.column_stack(np.broadcast_arrays(x, y))).T
|
| 196 |
+
|
| 197 |
+
# find angles
|
| 198 |
+
if self.nth_coord == 0:
|
| 199 |
+
mask = (e0 <= yy0) & (yy0 <= e1)
|
| 200 |
+
(xx1, yy1), (dxx1, dyy1), (dxx2, dyy2) = _value_and_jacobian(
|
| 201 |
+
trf_xy, self.value, yy0[mask], (-np.inf, np.inf), (e0, e1))
|
| 202 |
+
labels = self._grid_info["lat_labels"]
|
| 203 |
+
|
| 204 |
+
elif self.nth_coord == 1:
|
| 205 |
+
mask = (e0 <= xx0) & (xx0 <= e1)
|
| 206 |
+
(xx1, yy1), (dxx2, dyy2), (dxx1, dyy1) = _value_and_jacobian(
|
| 207 |
+
trf_xy, xx0[mask], self.value, (-np.inf, np.inf), (e0, e1))
|
| 208 |
+
labels = self._grid_info["lon_labels"]
|
| 209 |
+
|
| 210 |
+
labels = [l for l, m in zip(labels, mask) if m]
|
| 211 |
+
|
| 212 |
+
angle_normal = np.arctan2(dyy1, dxx1)
|
| 213 |
+
angle_tangent = np.arctan2(dyy2, dxx2)
|
| 214 |
+
mm = (dyy1 == 0) & (dxx1 == 0) # points with degenerate normal
|
| 215 |
+
angle_normal[mm] = angle_tangent[mm] + np.pi / 2
|
| 216 |
+
|
| 217 |
+
tick_to_axes = self.get_tick_transform(axes) - axes.transAxes
|
| 218 |
+
in_01 = functools.partial(
|
| 219 |
+
mpl.transforms._interval_contains_close, (0, 1))
|
| 220 |
+
|
| 221 |
+
def iter_major():
|
| 222 |
+
for x, y, normal, tangent, lab \
|
| 223 |
+
in zip(xx1, yy1, angle_normal, angle_tangent, labels):
|
| 224 |
+
c2 = tick_to_axes.transform((x, y))
|
| 225 |
+
if in_01(c2[0]) and in_01(c2[1]):
|
| 226 |
+
yield [x, y], *np.rad2deg([normal, tangent]), lab
|
| 227 |
+
|
| 228 |
+
return iter_major(), iter([])
|
| 229 |
+
|
| 230 |
+
def get_line_transform(self, axes):
|
| 231 |
+
return axes.transData
|
| 232 |
+
|
| 233 |
+
def get_line(self, axes):
|
| 234 |
+
self.update_lim(axes)
|
| 235 |
+
x, y = self._grid_info["line_xy"]
|
| 236 |
+
return Path(np.column_stack([x, y]))
|
| 237 |
+
|
| 238 |
+
|
| 239 |
+
class GridHelperCurveLinear(GridHelperBase):
|
| 240 |
+
def __init__(self, aux_trans,
|
| 241 |
+
extreme_finder=None,
|
| 242 |
+
grid_locator1=None,
|
| 243 |
+
grid_locator2=None,
|
| 244 |
+
tick_formatter1=None,
|
| 245 |
+
tick_formatter2=None):
|
| 246 |
+
"""
|
| 247 |
+
Parameters
|
| 248 |
+
----------
|
| 249 |
+
aux_trans : `.Transform` or tuple[Callable, Callable]
|
| 250 |
+
The transform from curved coordinates to rectilinear coordinate:
|
| 251 |
+
either a `.Transform` instance (which provides also its inverse),
|
| 252 |
+
or a pair of callables ``(trans, inv_trans)`` that define the
|
| 253 |
+
transform and its inverse. The callables should have signature::
|
| 254 |
+
|
| 255 |
+
x_rect, y_rect = trans(x_curved, y_curved)
|
| 256 |
+
x_curved, y_curved = inv_trans(x_rect, y_rect)
|
| 257 |
+
|
| 258 |
+
extreme_finder
|
| 259 |
+
|
| 260 |
+
grid_locator1, grid_locator2
|
| 261 |
+
Grid locators for each axis.
|
| 262 |
+
|
| 263 |
+
tick_formatter1, tick_formatter2
|
| 264 |
+
Tick formatters for each axis.
|
| 265 |
+
"""
|
| 266 |
+
super().__init__()
|
| 267 |
+
self._grid_info = None
|
| 268 |
+
self.grid_finder = GridFinder(aux_trans,
|
| 269 |
+
extreme_finder,
|
| 270 |
+
grid_locator1,
|
| 271 |
+
grid_locator2,
|
| 272 |
+
tick_formatter1,
|
| 273 |
+
tick_formatter2)
|
| 274 |
+
|
| 275 |
+
def update_grid_finder(self, aux_trans=None, **kwargs):
|
| 276 |
+
if aux_trans is not None:
|
| 277 |
+
self.grid_finder.update_transform(aux_trans)
|
| 278 |
+
self.grid_finder.update(**kwargs)
|
| 279 |
+
self._old_limits = None # Force revalidation.
|
| 280 |
+
|
| 281 |
+
@_api.make_keyword_only("3.9", "nth_coord")
|
| 282 |
+
def new_fixed_axis(
|
| 283 |
+
self, loc, nth_coord=None, axis_direction=None, offset=None, axes=None):
|
| 284 |
+
if axes is None:
|
| 285 |
+
axes = self.axes
|
| 286 |
+
if axis_direction is None:
|
| 287 |
+
axis_direction = loc
|
| 288 |
+
helper = FixedAxisArtistHelper(self, loc, nth_coord_ticks=nth_coord)
|
| 289 |
+
axisline = AxisArtist(axes, helper, axis_direction=axis_direction)
|
| 290 |
+
# Why is clip not set on axisline, unlike in new_floating_axis or in
|
| 291 |
+
# the floating_axig.GridHelperCurveLinear subclass?
|
| 292 |
+
return axisline
|
| 293 |
+
|
| 294 |
+
def new_floating_axis(self, nth_coord, value, axes=None, axis_direction="bottom"):
|
| 295 |
+
if axes is None:
|
| 296 |
+
axes = self.axes
|
| 297 |
+
helper = FloatingAxisArtistHelper(
|
| 298 |
+
self, nth_coord, value, axis_direction)
|
| 299 |
+
axisline = AxisArtist(axes, helper)
|
| 300 |
+
axisline.line.set_clip_on(True)
|
| 301 |
+
axisline.line.set_clip_box(axisline.axes.bbox)
|
| 302 |
+
# axisline.major_ticklabels.set_visible(True)
|
| 303 |
+
# axisline.minor_ticklabels.set_visible(False)
|
| 304 |
+
return axisline
|
| 305 |
+
|
| 306 |
+
def _update_grid(self, x1, y1, x2, y2):
|
| 307 |
+
self._grid_info = self.grid_finder.get_grid_info(x1, y1, x2, y2)
|
| 308 |
+
|
| 309 |
+
def get_gridlines(self, which="major", axis="both"):
|
| 310 |
+
grid_lines = []
|
| 311 |
+
if axis in ["both", "x"]:
|
| 312 |
+
for gl in self._grid_info["lon"]["lines"]:
|
| 313 |
+
grid_lines.extend(gl)
|
| 314 |
+
if axis in ["both", "y"]:
|
| 315 |
+
for gl in self._grid_info["lat"]["lines"]:
|
| 316 |
+
grid_lines.extend(gl)
|
| 317 |
+
return grid_lines
|
| 318 |
+
|
| 319 |
+
@_api.deprecated("3.9")
|
| 320 |
+
def get_tick_iterator(self, nth_coord, axis_side, minor=False):
|
| 321 |
+
angle_tangent = dict(left=90, right=90, bottom=0, top=0)[axis_side]
|
| 322 |
+
lon_or_lat = ["lon", "lat"][nth_coord]
|
| 323 |
+
if not minor: # major ticks
|
| 324 |
+
for tick in self._grid_info[lon_or_lat]["ticks"][axis_side]:
|
| 325 |
+
yield *tick["loc"], angle_tangent, tick["label"]
|
| 326 |
+
else:
|
| 327 |
+
for tick in self._grid_info[lon_or_lat]["ticks"][axis_side]:
|
| 328 |
+
yield *tick["loc"], angle_tangent, ""
|
vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/parasite_axes.py
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from mpl_toolkits.axes_grid1.parasite_axes import (
|
| 2 |
+
host_axes_class_factory, parasite_axes_class_factory)
|
| 3 |
+
from .axislines import Axes
|
| 4 |
+
|
| 5 |
+
|
| 6 |
+
ParasiteAxes = parasite_axes_class_factory(Axes)
|
| 7 |
+
HostAxes = SubplotHost = host_axes_class_factory(Axes)
|
vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/tests/__init__.py
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from pathlib import Path
|
| 2 |
+
|
| 3 |
+
|
| 4 |
+
# Check that the test directories exist
|
| 5 |
+
if not (Path(__file__).parent / "baseline_images").exists():
|
| 6 |
+
raise OSError(
|
| 7 |
+
'The baseline image directory does not exist. '
|
| 8 |
+
'This is most likely because the test data is not installed. '
|
| 9 |
+
'You may need to install matplotlib from source to get the '
|
| 10 |
+
'test data.')
|
vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/tests/test_axis_artist.py
ADDED
|
@@ -0,0 +1,99 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import matplotlib.pyplot as plt
|
| 2 |
+
from matplotlib.testing.decorators import image_comparison
|
| 3 |
+
|
| 4 |
+
from mpl_toolkits.axisartist import AxisArtistHelperRectlinear
|
| 5 |
+
from mpl_toolkits.axisartist.axis_artist import (AxisArtist, AxisLabel,
|
| 6 |
+
LabelBase, Ticks, TickLabels)
|
| 7 |
+
|
| 8 |
+
|
| 9 |
+
@image_comparison(['axis_artist_ticks.png'], style='default')
|
| 10 |
+
def test_ticks():
|
| 11 |
+
fig, ax = plt.subplots()
|
| 12 |
+
|
| 13 |
+
ax.xaxis.set_visible(False)
|
| 14 |
+
ax.yaxis.set_visible(False)
|
| 15 |
+
|
| 16 |
+
locs_angles = [((i / 10, 0.0), i * 30) for i in range(-1, 12)]
|
| 17 |
+
|
| 18 |
+
ticks_in = Ticks(ticksize=10, axis=ax.xaxis)
|
| 19 |
+
ticks_in.set_locs_angles(locs_angles)
|
| 20 |
+
ax.add_artist(ticks_in)
|
| 21 |
+
|
| 22 |
+
ticks_out = Ticks(ticksize=10, tick_out=True, color='C3', axis=ax.xaxis)
|
| 23 |
+
ticks_out.set_locs_angles(locs_angles)
|
| 24 |
+
ax.add_artist(ticks_out)
|
| 25 |
+
|
| 26 |
+
|
| 27 |
+
@image_comparison(['axis_artist_labelbase.png'], style='default')
|
| 28 |
+
def test_labelbase():
|
| 29 |
+
# Remove this line when this test image is regenerated.
|
| 30 |
+
plt.rcParams['text.kerning_factor'] = 6
|
| 31 |
+
|
| 32 |
+
fig, ax = plt.subplots()
|
| 33 |
+
|
| 34 |
+
ax.plot([0.5], [0.5], "o")
|
| 35 |
+
|
| 36 |
+
label = LabelBase(0.5, 0.5, "Test")
|
| 37 |
+
label._ref_angle = -90
|
| 38 |
+
label._offset_radius = 50
|
| 39 |
+
label.set_rotation(-90)
|
| 40 |
+
label.set(ha="center", va="top")
|
| 41 |
+
ax.add_artist(label)
|
| 42 |
+
|
| 43 |
+
|
| 44 |
+
@image_comparison(['axis_artist_ticklabels.png'], style='default')
|
| 45 |
+
def test_ticklabels():
|
| 46 |
+
# Remove this line when this test image is regenerated.
|
| 47 |
+
plt.rcParams['text.kerning_factor'] = 6
|
| 48 |
+
|
| 49 |
+
fig, ax = plt.subplots()
|
| 50 |
+
|
| 51 |
+
ax.xaxis.set_visible(False)
|
| 52 |
+
ax.yaxis.set_visible(False)
|
| 53 |
+
|
| 54 |
+
ax.plot([0.2, 0.4], [0.5, 0.5], "o")
|
| 55 |
+
|
| 56 |
+
ticks = Ticks(ticksize=10, axis=ax.xaxis)
|
| 57 |
+
ax.add_artist(ticks)
|
| 58 |
+
locs_angles_labels = [((0.2, 0.5), -90, "0.2"),
|
| 59 |
+
((0.4, 0.5), -120, "0.4")]
|
| 60 |
+
tick_locs_angles = [(xy, a + 180) for xy, a, l in locs_angles_labels]
|
| 61 |
+
ticks.set_locs_angles(tick_locs_angles)
|
| 62 |
+
|
| 63 |
+
ticklabels = TickLabels(axis_direction="left")
|
| 64 |
+
ticklabels._locs_angles_labels = locs_angles_labels
|
| 65 |
+
ticklabels.set_pad(10)
|
| 66 |
+
ax.add_artist(ticklabels)
|
| 67 |
+
|
| 68 |
+
ax.plot([0.5], [0.5], "s")
|
| 69 |
+
axislabel = AxisLabel(0.5, 0.5, "Test")
|
| 70 |
+
axislabel._offset_radius = 20
|
| 71 |
+
axislabel._ref_angle = 0
|
| 72 |
+
axislabel.set_axis_direction("bottom")
|
| 73 |
+
ax.add_artist(axislabel)
|
| 74 |
+
|
| 75 |
+
ax.set_xlim(0, 1)
|
| 76 |
+
ax.set_ylim(0, 1)
|
| 77 |
+
|
| 78 |
+
|
| 79 |
+
@image_comparison(['axis_artist.png'], style='default')
|
| 80 |
+
def test_axis_artist():
|
| 81 |
+
# Remove this line when this test image is regenerated.
|
| 82 |
+
plt.rcParams['text.kerning_factor'] = 6
|
| 83 |
+
|
| 84 |
+
fig, ax = plt.subplots()
|
| 85 |
+
|
| 86 |
+
ax.xaxis.set_visible(False)
|
| 87 |
+
ax.yaxis.set_visible(False)
|
| 88 |
+
|
| 89 |
+
for loc in ('left', 'right', 'bottom'):
|
| 90 |
+
helper = AxisArtistHelperRectlinear.Fixed(ax, loc=loc)
|
| 91 |
+
axisline = AxisArtist(ax, helper, offset=None, axis_direction=loc)
|
| 92 |
+
ax.add_artist(axisline)
|
| 93 |
+
|
| 94 |
+
# Settings for bottom AxisArtist.
|
| 95 |
+
axisline.set_label("TTT")
|
| 96 |
+
axisline.major_ticks.set_tick_out(False)
|
| 97 |
+
axisline.label.set_pad(5)
|
| 98 |
+
|
| 99 |
+
ax.set_ylabel("Test")
|
vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/tests/test_axislines.py
ADDED
|
@@ -0,0 +1,147 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import numpy as np
|
| 2 |
+
import matplotlib.pyplot as plt
|
| 3 |
+
from matplotlib.testing.decorators import image_comparison
|
| 4 |
+
from matplotlib.transforms import IdentityTransform
|
| 5 |
+
|
| 6 |
+
from mpl_toolkits.axisartist.axislines import AxesZero, SubplotZero, Subplot
|
| 7 |
+
from mpl_toolkits.axisartist import Axes, SubplotHost
|
| 8 |
+
|
| 9 |
+
|
| 10 |
+
@image_comparison(['SubplotZero.png'], style='default')
|
| 11 |
+
def test_SubplotZero():
|
| 12 |
+
# Remove this line when this test image is regenerated.
|
| 13 |
+
plt.rcParams['text.kerning_factor'] = 6
|
| 14 |
+
|
| 15 |
+
fig = plt.figure()
|
| 16 |
+
|
| 17 |
+
ax = SubplotZero(fig, 1, 1, 1)
|
| 18 |
+
fig.add_subplot(ax)
|
| 19 |
+
|
| 20 |
+
ax.axis["xzero"].set_visible(True)
|
| 21 |
+
ax.axis["xzero"].label.set_text("Axis Zero")
|
| 22 |
+
|
| 23 |
+
for n in ["top", "right"]:
|
| 24 |
+
ax.axis[n].set_visible(False)
|
| 25 |
+
|
| 26 |
+
xx = np.arange(0, 2 * np.pi, 0.01)
|
| 27 |
+
ax.plot(xx, np.sin(xx))
|
| 28 |
+
ax.set_ylabel("Test")
|
| 29 |
+
|
| 30 |
+
|
| 31 |
+
@image_comparison(['Subplot.png'], style='default')
|
| 32 |
+
def test_Subplot():
|
| 33 |
+
# Remove this line when this test image is regenerated.
|
| 34 |
+
plt.rcParams['text.kerning_factor'] = 6
|
| 35 |
+
|
| 36 |
+
fig = plt.figure()
|
| 37 |
+
|
| 38 |
+
ax = Subplot(fig, 1, 1, 1)
|
| 39 |
+
fig.add_subplot(ax)
|
| 40 |
+
|
| 41 |
+
xx = np.arange(0, 2 * np.pi, 0.01)
|
| 42 |
+
ax.plot(xx, np.sin(xx))
|
| 43 |
+
ax.set_ylabel("Test")
|
| 44 |
+
|
| 45 |
+
ax.axis["top"].major_ticks.set_tick_out(True)
|
| 46 |
+
ax.axis["bottom"].major_ticks.set_tick_out(True)
|
| 47 |
+
|
| 48 |
+
ax.axis["bottom"].set_label("Tk0")
|
| 49 |
+
|
| 50 |
+
|
| 51 |
+
def test_Axes():
|
| 52 |
+
fig = plt.figure()
|
| 53 |
+
ax = Axes(fig, [0.15, 0.1, 0.65, 0.8])
|
| 54 |
+
fig.add_axes(ax)
|
| 55 |
+
ax.plot([1, 2, 3], [0, 1, 2])
|
| 56 |
+
ax.set_xscale('log')
|
| 57 |
+
fig.canvas.draw()
|
| 58 |
+
|
| 59 |
+
|
| 60 |
+
@image_comparison(['ParasiteAxesAuxTrans_meshplot.png'],
|
| 61 |
+
remove_text=True, style='default', tol=0.075)
|
| 62 |
+
def test_ParasiteAxesAuxTrans():
|
| 63 |
+
data = np.ones((6, 6))
|
| 64 |
+
data[2, 2] = 2
|
| 65 |
+
data[0, :] = 0
|
| 66 |
+
data[-2, :] = 0
|
| 67 |
+
data[:, 0] = 0
|
| 68 |
+
data[:, -2] = 0
|
| 69 |
+
x = np.arange(6)
|
| 70 |
+
y = np.arange(6)
|
| 71 |
+
xx, yy = np.meshgrid(x, y)
|
| 72 |
+
|
| 73 |
+
funcnames = ['pcolor', 'pcolormesh', 'contourf']
|
| 74 |
+
|
| 75 |
+
fig = plt.figure()
|
| 76 |
+
for i, name in enumerate(funcnames):
|
| 77 |
+
|
| 78 |
+
ax1 = SubplotHost(fig, 1, 3, i+1)
|
| 79 |
+
fig.add_subplot(ax1)
|
| 80 |
+
|
| 81 |
+
ax2 = ax1.get_aux_axes(IdentityTransform(), viewlim_mode=None)
|
| 82 |
+
if name.startswith('pcolor'):
|
| 83 |
+
getattr(ax2, name)(xx, yy, data[:-1, :-1])
|
| 84 |
+
else:
|
| 85 |
+
getattr(ax2, name)(xx, yy, data)
|
| 86 |
+
ax1.set_xlim((0, 5))
|
| 87 |
+
ax1.set_ylim((0, 5))
|
| 88 |
+
|
| 89 |
+
ax2.contour(xx, yy, data, colors='k')
|
| 90 |
+
|
| 91 |
+
|
| 92 |
+
@image_comparison(['axisline_style.png'], remove_text=True, style='mpl20')
|
| 93 |
+
def test_axisline_style():
|
| 94 |
+
fig = plt.figure(figsize=(2, 2))
|
| 95 |
+
ax = fig.add_subplot(axes_class=AxesZero)
|
| 96 |
+
ax.axis["xzero"].set_axisline_style("-|>")
|
| 97 |
+
ax.axis["xzero"].set_visible(True)
|
| 98 |
+
ax.axis["yzero"].set_axisline_style("->")
|
| 99 |
+
ax.axis["yzero"].set_visible(True)
|
| 100 |
+
|
| 101 |
+
for direction in ("left", "right", "bottom", "top"):
|
| 102 |
+
ax.axis[direction].set_visible(False)
|
| 103 |
+
|
| 104 |
+
|
| 105 |
+
@image_comparison(['axisline_style_size_color.png'], remove_text=True,
|
| 106 |
+
style='mpl20')
|
| 107 |
+
def test_axisline_style_size_color():
|
| 108 |
+
fig = plt.figure(figsize=(2, 2))
|
| 109 |
+
ax = fig.add_subplot(axes_class=AxesZero)
|
| 110 |
+
ax.axis["xzero"].set_axisline_style("-|>", size=2.0, facecolor='r')
|
| 111 |
+
ax.axis["xzero"].set_visible(True)
|
| 112 |
+
ax.axis["yzero"].set_axisline_style("->, size=1.5")
|
| 113 |
+
ax.axis["yzero"].set_visible(True)
|
| 114 |
+
|
| 115 |
+
for direction in ("left", "right", "bottom", "top"):
|
| 116 |
+
ax.axis[direction].set_visible(False)
|
| 117 |
+
|
| 118 |
+
|
| 119 |
+
@image_comparison(['axisline_style_tight.png'], remove_text=True,
|
| 120 |
+
style='mpl20')
|
| 121 |
+
def test_axisline_style_tight():
|
| 122 |
+
fig = plt.figure(figsize=(2, 2))
|
| 123 |
+
ax = fig.add_subplot(axes_class=AxesZero)
|
| 124 |
+
ax.axis["xzero"].set_axisline_style("-|>", size=5, facecolor='g')
|
| 125 |
+
ax.axis["xzero"].set_visible(True)
|
| 126 |
+
ax.axis["yzero"].set_axisline_style("->, size=8")
|
| 127 |
+
ax.axis["yzero"].set_visible(True)
|
| 128 |
+
|
| 129 |
+
for direction in ("left", "right", "bottom", "top"):
|
| 130 |
+
ax.axis[direction].set_visible(False)
|
| 131 |
+
|
| 132 |
+
fig.tight_layout()
|
| 133 |
+
|
| 134 |
+
|
| 135 |
+
@image_comparison(['subplotzero_ylabel.png'], style='mpl20')
|
| 136 |
+
def test_subplotzero_ylabel():
|
| 137 |
+
fig = plt.figure()
|
| 138 |
+
ax = fig.add_subplot(111, axes_class=SubplotZero)
|
| 139 |
+
|
| 140 |
+
ax.set(xlim=(-3, 7), ylim=(-3, 7), xlabel="x", ylabel="y")
|
| 141 |
+
|
| 142 |
+
zero_axis = ax.axis["xzero", "yzero"]
|
| 143 |
+
zero_axis.set_visible(True) # they are hidden by default
|
| 144 |
+
|
| 145 |
+
ax.axis["left", "right", "bottom", "top"].set_visible(False)
|
| 146 |
+
|
| 147 |
+
zero_axis.set_axisline_style("->")
|
vlmpy310/lib/python3.10/site-packages/mpl_toolkits/axisartist/tests/test_grid_finder.py
ADDED
|
@@ -0,0 +1,34 @@
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|
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|
| 1 |
+
import numpy as np
|
| 2 |
+
import pytest
|
| 3 |
+
|
| 4 |
+
from matplotlib.transforms import Bbox
|
| 5 |
+
from mpl_toolkits.axisartist.grid_finder import (
|
| 6 |
+
_find_line_box_crossings, FormatterPrettyPrint, MaxNLocator)
|
| 7 |
+
|
| 8 |
+
|
| 9 |
+
def test_find_line_box_crossings():
|
| 10 |
+
x = np.array([-3, -2, -1, 0., 1, 2, 3, 2, 1, 0, -1, -2, -3, 5])
|
| 11 |
+
y = np.arange(len(x))
|
| 12 |
+
bbox = Bbox.from_extents(-2, 3, 2, 12.5)
|
| 13 |
+
left, right, bottom, top = _find_line_box_crossings(
|
| 14 |
+
np.column_stack([x, y]), bbox)
|
| 15 |
+
((lx0, ly0), la0), ((lx1, ly1), la1), = left
|
| 16 |
+
((rx0, ry0), ra0), ((rx1, ry1), ra1), = right
|
| 17 |
+
((bx0, by0), ba0), = bottom
|
| 18 |
+
((tx0, ty0), ta0), = top
|
| 19 |
+
assert (lx0, ly0, la0) == (-2, 11, 135)
|
| 20 |
+
assert (lx1, ly1, la1) == pytest.approx((-2., 12.125, 7.125016))
|
| 21 |
+
assert (rx0, ry0, ra0) == (2, 5, 45)
|
| 22 |
+
assert (rx1, ry1, ra1) == (2, 7, 135)
|
| 23 |
+
assert (bx0, by0, ba0) == (0, 3, 45)
|
| 24 |
+
assert (tx0, ty0, ta0) == pytest.approx((1., 12.5, 7.125016))
|
| 25 |
+
|
| 26 |
+
|
| 27 |
+
def test_pretty_print_format():
|
| 28 |
+
locator = MaxNLocator()
|
| 29 |
+
locs, nloc, factor = locator(0, 100)
|
| 30 |
+
|
| 31 |
+
fmt = FormatterPrettyPrint()
|
| 32 |
+
|
| 33 |
+
assert fmt("left", None, locs) == \
|
| 34 |
+
[r'$\mathdefault{%d}$' % (l, ) for l in locs]
|
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