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+# coding: utf-8
+# /*##########################################################################
+#
+# Copyright (c) 2004-2017 European Synchrotron Radiation Facility
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in
+# all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+#
+# ############################################################################*/
+"""Matplotlib computationally modest image class."""
+
+__authors__ = ["V.A. Sole", "T. Vincent"]
+__license__ = "MIT"
+__date__ = "03/05/2017"
+
+
+import numpy
+
+from matplotlib import cbook
+from matplotlib.image import AxesImage
+
+
+class ModestImage(AxesImage):
+ """Computationally modest image class.
+
+Customization of https://github.com/ChrisBeaumont/ModestImage to allow
+extent support.
+
+ModestImage is an extension of the Matplotlib AxesImage class
+better suited for the interactive display of larger images. Before
+drawing, ModestImage resamples the data array based on the screen
+resolution and view window. This has very little affect on the
+appearance of the image, but can substantially cut down on
+computation since calculations of unresolved or clipped pixels
+are skipped.
+
+The interface of ModestImage is the same as AxesImage. However, it
+does not currently support setting the 'extent' property. There
+may also be weird coordinate warping operations for images that
+I'm not aware of. Don't expect those to work either.
+"""
+ def __init__(self, *args, **kwargs):
+ self._full_res = None
+ self._sx, self._sy = None, None
+ self._bounds = (None, None, None, None)
+ self._origExtent = None
+ super(ModestImage, self).__init__(*args, **kwargs)
+ if 'extent' in kwargs and kwargs['extent'] is not None:
+ self.set_extent(kwargs['extent'])
+
+ def set_extent(self, extent):
+ super(ModestImage, self).set_extent(extent)
+ if self._origExtent is None:
+ self._origExtent = self.get_extent()
+
+ def get_image_extent(self):
+ """Returns the extent of the whole image.
+
+ get_extent returns the extent of the drawn area and not of the full
+ image.
+
+ :return: Bounds of the image (x0, x1, y0, y1).
+ :rtype: Tuple of 4 floats.
+ """
+ if self._origExtent is not None:
+ return self._origExtent
+ else:
+ return self.get_extent()
+
+ def set_data(self, A):
+ """
+ Set the image array
+
+ ACCEPTS: numpy/PIL Image A
+ """
+
+ self._full_res = A
+ self._A = A
+
+ if (self._A.dtype != numpy.uint8 and
+ not numpy.can_cast(self._A.dtype, numpy.float)):
+ raise TypeError("Image data can not convert to float")
+
+ if (self._A.ndim not in (2, 3) or
+ (self._A.ndim == 3 and self._A.shape[-1] not in (3, 4))):
+ raise TypeError("Invalid dimensions for image data")
+
+ self._imcache = None
+ self._rgbacache = None
+ self._oldxslice = None
+ self._oldyslice = None
+ self._sx, self._sy = None, None
+
+ def get_array(self):
+ """Override to return the full-resolution array"""
+ return self._full_res
+
+ def _scale_to_res(self):
+ """ Change self._A and _extent to render an image whose
+resolution is matched to the eventual rendering."""
+ # extent has to be set BEFORE set_data
+ if self._origExtent is None:
+ if self.origin == "upper":
+ self._origExtent = (0, self._full_res.shape[1],
+ self._full_res.shape[0], 0)
+ else:
+ self._origExtent = (0, self._full_res.shape[1],
+ 0, self._full_res.shape[0])
+
+ if self.origin == "upper":
+ origXMin, origXMax, origYMax, origYMin = self._origExtent[0:4]
+ else:
+ origXMin, origXMax, origYMin, origYMax = self._origExtent[0:4]
+ ax = self.axes
+ ext = ax.transAxes.transform([1, 1]) - ax.transAxes.transform([0, 0])
+ xlim, ylim = ax.get_xlim(), ax.get_ylim()
+ xlim = max(xlim[0], origXMin), min(xlim[1], origXMax)
+ if ylim[0] > ylim[1]:
+ ylim = max(ylim[1], origYMin), min(ylim[0], origYMax)
+ else:
+ ylim = max(ylim[0], origYMin), min(ylim[1], origYMax)
+ # print("THOSE LIMITS ARE TO BE COMPARED WITH THE EXTENT")
+ # print("IN ORDER TO KNOW WHAT IT IS LIMITING THE DISPLAY")
+ # print("IF THE AXES OR THE EXTENT")
+ dx, dy = xlim[1] - xlim[0], ylim[1] - ylim[0]
+
+ y0 = max(0, ylim[0] - 5)
+ y1 = min(self._full_res.shape[0], ylim[1] + 5)
+ x0 = max(0, xlim[0] - 5)
+ x1 = min(self._full_res.shape[1], xlim[1] + 5)
+ y0, y1, x0, x1 = [int(a) for a in [y0, y1, x0, x1]]
+
+ sy = int(max(1, min((y1 - y0) / 5., numpy.ceil(dy / ext[1]))))
+ sx = int(max(1, min((x1 - x0) / 5., numpy.ceil(dx / ext[0]))))
+
+ # have we already calculated what we need?
+ if (self._sx is not None) and (self._sy is not None):
+ if (sx >= self._sx and sy >= self._sy and
+ x0 >= self._bounds[0] and x1 <= self._bounds[1] and
+ y0 >= self._bounds[2] and y1 <= self._bounds[3]):
+ return
+
+ self._A = self._full_res[y0:y1:sy, x0:x1:sx]
+ self._A = cbook.safe_masked_invalid(self._A)
+ x1 = x0 + self._A.shape[1] * sx
+ y1 = y0 + self._A.shape[0] * sy
+
+ if self.origin == "upper":
+ self.set_extent([x0, x1, y1, y0])
+ else:
+ self.set_extent([x0, x1, y0, y1])
+ self._sx = sx
+ self._sy = sy
+ self._bounds = (x0, x1, y0, y1)
+ self.changed()
+
+ def draw(self, renderer, *args, **kwargs):
+ self._scale_to_res()
+ super(ModestImage, self).draw(renderer, *args, **kwargs)