[7f9fb8]: / mne / viz / backends / _utils.py

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#
# Authors: The MNE-Python contributors.
# License: BSD-3-Clause
# Copyright the MNE-Python contributors.
import collections.abc
import functools
import os
import platform
import signal
import sys
from colorsys import rgb_to_hls
from contextlib import contextmanager
from ctypes import c_char_p, c_void_p, cdll
from pathlib import Path
import numpy as np
from ...fixes import _compare_version
from ...utils import _check_qt_version, _validate_type, logger, warn
from ..utils import _get_cmap
VALID_BROWSE_BACKENDS = (
"qt",
"matplotlib",
)
VALID_3D_BACKENDS = (
"pyvistaqt", # default 3d backend
"notebook",
)
ALLOWED_QUIVER_MODES = ("2darrow", "arrow", "cone", "cylinder", "sphere", "oct")
_ICONS_PATH = Path(__file__).parents[2] / "icons"
def _get_colormap_from_array(
colormap=None, normalized_colormap=False, default_colormap="coolwarm"
):
from matplotlib.colors import ListedColormap
if colormap is None:
cmap = _get_cmap(default_colormap)
elif isinstance(colormap, str):
cmap = _get_cmap(colormap)
elif normalized_colormap:
cmap = ListedColormap(colormap)
else:
cmap = ListedColormap(np.array(colormap) / 255.0)
return cmap
def _check_color(color):
from matplotlib.colors import colorConverter
if isinstance(color, str):
color = colorConverter.to_rgb(color)
elif isinstance(color, collections.abc.Iterable):
np_color = np.array(color)
if np_color.size % 3 != 0 and np_color.size % 4 != 0:
raise ValueError("The expected valid format is RGB or RGBA.")
if np_color.dtype in (np.int64, np.int32):
if (np_color < 0).any() or (np_color > 255).any():
raise ValueError("Values out of range [0, 255].")
elif np_color.dtype == np.float64:
if (np_color < 0.0).any() or (np_color > 1.0).any():
raise ValueError("Values out of range [0.0, 1.0].")
else:
raise TypeError(
"Expected data type is `np.int64`, `np.int32`, or `np.float64` but "
f"{np_color.dtype} was given."
)
else:
raise TypeError(
f"Expected type is `str` or iterable but {type(color)} was given."
)
return color
def _alpha_blend_background(ctable, background_color):
alphas = ctable[:, -1][:, np.newaxis] / 255.0
use_table = ctable.copy()
use_table[:, -1] = 255.0
return (use_table * alphas) + background_color * (1 - alphas)
@functools.lru_cache(1)
def _qt_init_icons():
from qtpy.QtGui import QIcon
QIcon.setThemeSearchPaths([str(_ICONS_PATH)] + QIcon.themeSearchPaths())
QIcon.setFallbackThemeName("light")
return str(_ICONS_PATH)
@contextmanager
def _qt_disable_paint(widget):
paintEvent = widget.paintEvent
widget.paintEvent = lambda *args, **kwargs: None
try:
yield
finally:
widget.paintEvent = paintEvent
_QT_ICON_KEYS = dict(app=None)
def _init_mne_qtapp(enable_icon=True, pg_app=False, splash=False):
"""Get QApplication-instance for MNE-Python.
Parameter
---------
enable_icon: bool
If to set an MNE-icon for the app.
pg_app: bool
If to create the QApplication with pyqtgraph. For an until know
undiscovered reason the pyqtgraph-browser won't show without
mkQApp from pyqtgraph.
splash : bool | str
If not False, display a splash screen. If str, set the message
to the given string.
Returns
-------
app : ``qtpy.QtWidgets.QApplication``
Instance of QApplication.
splash : ``qtpy.QtWidgets.QSplashScreen``
Instance of QSplashScreen. Only returned if splash is True or a
string.
"""
from qtpy.QtCore import Qt
from qtpy.QtGui import QGuiApplication, QIcon, QPixmap
from qtpy.QtWidgets import QApplication, QSplashScreen
app_name = "MNE-Python"
organization_name = "MNE"
# Fix from cbrnr/mnelab for app name in menu bar
# This has to come *before* the creation of the QApplication to work.
# It also only affects the title bar, not the application dock.
# There seems to be no way to change the application dock from "python"
# at runtime.
if sys.platform.startswith("darwin"):
try:
# set bundle name on macOS (app name shown in the menu bar)
from Foundation import NSBundle
bundle = NSBundle.mainBundle()
info = bundle.localizedInfoDictionary() or bundle.infoDictionary()
if "CFBundleName" not in info:
info["CFBundleName"] = app_name
except ModuleNotFoundError:
pass
# First we need to check to make sure the display is valid, otherwise
# Qt might segfault on us
app = QApplication.instance()
if not (app or _display_is_valid()):
raise RuntimeError("Cannot connect to a valid display")
if pg_app:
from pyqtgraph import mkQApp
old_argv = sys.argv
try:
sys.argv = []
app = mkQApp(app_name)
finally:
sys.argv = old_argv
elif not app:
app = QApplication([app_name])
app.setApplicationName(app_name)
app.setOrganizationName(organization_name)
qt_version = _check_qt_version(check_usable_display=False)
# HiDPI is enabled by default in Qt6, requires to be explicitly set for Qt5
if _compare_version(qt_version, "<", "6.0"):
app.setAttribute(Qt.AA_UseHighDpiPixmaps)
if enable_icon or splash:
icons_path = _qt_init_icons()
if (
enable_icon
and app.windowIcon().cacheKey() != _QT_ICON_KEYS["app"]
and app.windowIcon().isNull() # don't overwrite existing icon (e.g. MNELAB)
):
# Set icon
kind = "bigsur_" if platform.mac_ver()[0] >= "10.16" else "default_"
icon = QIcon(f"{icons_path}/mne_{kind}icon.png")
app.setWindowIcon(icon)
_QT_ICON_KEYS["app"] = app.windowIcon().cacheKey()
out = app
if splash:
pixmap = QPixmap(f"{icons_path}/mne_splash.png")
pixmap.setDevicePixelRatio(QGuiApplication.primaryScreen().devicePixelRatio())
args = (pixmap,)
if _should_raise_window():
args += (Qt.WindowStaysOnTopHint,)
qsplash = QSplashScreen(*args)
qsplash.setAttribute(Qt.WA_ShowWithoutActivating, True)
if isinstance(splash, str):
alignment = int(Qt.AlignBottom | Qt.AlignHCenter)
qsplash.showMessage(splash, alignment=alignment, color=Qt.white)
qsplash.show()
app.processEvents()
out = (out, qsplash)
return out
def _display_is_valid():
# Adapted from matplotilb _c_internal_utils.py
if sys.platform != "linux":
return True
if os.getenv("DISPLAY"): # if it's not there, don't bother
libX11 = cdll.LoadLibrary("libX11.so.6")
libX11.XOpenDisplay.restype = c_void_p
libX11.XOpenDisplay.argtypes = [c_char_p]
display = libX11.XOpenDisplay(None)
if display is not None:
libX11.XCloseDisplay.argtypes = [c_void_p]
libX11.XCloseDisplay(display)
return True
# not found, try Wayland
if os.getenv("WAYLAND_DISPLAY"):
libwayland = cdll.LoadLibrary("libwayland-client.so.0")
if libwayland is not None:
if all(
hasattr(libwayland, f"wl_display_{kind}connect") for kind in ("", "dis")
):
libwayland.wl_display_connect.restype = c_void_p
libwayland.wl_display_connect.argtypes = [c_char_p]
display = libwayland.wl_display_connect(None)
if display:
libwayland.wl_display_disconnect.argtypes = [c_void_p]
libwayland.wl_display_disconnect(display)
return True
return False
# https://stackoverflow.com/questions/5160577/ctrl-c-doesnt-work-with-pyqt
def _qt_app_exec(app):
# adapted from matplotlib
old_signal = signal.getsignal(signal.SIGINT)
is_python_signal_handler = old_signal is not None
if is_python_signal_handler:
signal.signal(signal.SIGINT, signal.SIG_DFL)
try:
# Make IPython Console accessible again in Spyder
app.lastWindowClosed.connect(app.quit)
app.exec_()
finally:
# reset the SIGINT exception handler
if is_python_signal_handler:
signal.signal(signal.SIGINT, old_signal)
def _qt_detect_theme():
try:
import darkdetect
theme = darkdetect.theme().lower()
except ModuleNotFoundError:
logger.info(
'For automatic theme detection, "darkdetect" has to'
" be installed! You can install it with "
"`pip install darkdetect`"
)
theme = "light"
except Exception:
theme = "light"
return theme
def _qt_get_stylesheet(theme):
_validate_type(theme, ("path-like",), "theme")
theme = str(theme)
stylesheet = "" # no stylesheet
if theme in ("auto", "dark", "light"):
if theme == "auto":
return stylesheet
assert theme in ("dark", "light")
system_theme = _qt_detect_theme()
if theme == system_theme:
return stylesheet
_, api = _check_qt_version(return_api=True)
# On macOS or Qt 6, we shouldn't need to set anything when the requested
# theme matches that of the current OS state
try:
import qdarkstyle
except ModuleNotFoundError:
logger.info(
f'To use {theme} mode when in {system_theme} mode, "qdarkstyle" has'
"to be installed! You can install it with:\n"
"pip install qdarkstyle\n"
)
else:
if api in ("PySide6", "PyQt6") and _compare_version(
qdarkstyle.__version__, "<", "3.2.3"
):
warn(
f"Setting theme={repr(theme)} is not supported for {api} in "
f"qdarkstyle {qdarkstyle.__version__}, it will be ignored. "
"Consider upgrading qdarkstyle to >=3.2.3."
)
else:
stylesheet = qdarkstyle.load_stylesheet(
getattr(
getattr(qdarkstyle, theme).palette,
f"{theme.capitalize()}Palette",
)
)
return stylesheet
else:
try:
file = open(theme)
except OSError:
warn(
f"Requested theme file not found, will use light instead: {repr(theme)}"
)
else:
with file as fid:
stylesheet = fid.read()
return stylesheet
def _should_raise_window():
from matplotlib import rcParams
return rcParams["figure.raise_window"]
def _qt_raise_window(widget):
# Set raise_window like matplotlib if possible
if _should_raise_window():
widget.activateWindow()
widget.raise_()
def _qt_is_dark(widget):
# Ideally this would use CIELab, but this should be good enough
win = widget.window()
bgcolor = win.palette().color(win.backgroundRole()).getRgbF()[:3]
return rgb_to_hls(*bgcolor)[1] < 0.5
def _pixmap_to_ndarray(pixmap):
from qtpy.QtGui import QImage
img = pixmap.toImage()
img = img.convertToFormat(QImage.Format.Format_RGBA8888)
ptr = img.bits()
count = img.height() * img.width() * 4
if hasattr(ptr, "setsize"): # PyQt
ptr.setsize(count)
data = np.frombuffer(ptr, dtype=np.uint8, count=count).copy()
data.shape = (img.height(), img.width(), 4)
return data / 255.0
def _notebook_vtk_works():
if sys.platform != "linux":
return True
# check if it's OSMesa -- if it is, continue
try:
from vtkmodules import vtkRenderingOpenGL2
vtkRenderingOpenGL2.vtkOSOpenGLRenderWindow
except Exception:
pass
else:
return True # has vtkOSOpenGLRenderWindow (OSMesa build)
# if it's not OSMesa, we need to check display validity
if _display_is_valid():
return True
return False
def _qt_safe_window(
*, splash="figure.splash", window="figure.plotter.app_window", always_close=True
):
def dec(meth, splash=splash, always_close=always_close):
@functools.wraps(meth)
def func(self, *args, **kwargs):
close_splash = always_close
error = False
try:
meth(self, *args, **kwargs)
except Exception:
close_splash = error = True
raise
finally:
for attr, do_close in ((splash, close_splash), (window, error)):
if attr is None or not do_close:
continue
parent = self
name = attr.split(".")[-1]
try:
for n in attr.split(".")[:-1]:
parent = getattr(parent, n)
if name:
widget = getattr(parent, name, False)
else: # empty string means "self"
widget = parent
if widget:
widget.close()
del widget
except Exception:
pass
finally:
try:
delattr(parent, name)
except Exception:
pass
return func
return dec