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Diffstat (limited to 'silx/gui/plot/items/scatter.py')
| -rw-r--r-- | silx/gui/plot/items/scatter.py | 169 |
1 files changed, 169 insertions, 0 deletions
diff --git a/silx/gui/plot/items/scatter.py b/silx/gui/plot/items/scatter.py new file mode 100644 index 0000000..3897dc1 --- /dev/null +++ b/silx/gui/plot/items/scatter.py @@ -0,0 +1,169 @@ +# coding: utf-8 +# /*########################################################################## +# +# Copyright (c) 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. +# +# ###########################################################################*/ +"""This module provides the :class:`Scatter` item of the :class:`Plot`. +""" + +__authors__ = ["T. Vincent", "P. Knobel"] +__license__ = "MIT" +__date__ = "29/03/2017" + + +import logging + +import numpy + +from .core import Points, ColormapMixIn +from silx.gui.plot.Colors import applyColormapToData # TODO: cherry-pick commit or wait for PR merge + +_logger = logging.getLogger(__name__) + + +class Scatter(Points, ColormapMixIn): + """Description of a scatter""" + _DEFAULT_SYMBOL = 'o' + """Default symbol of the scatter plots""" + + def __init__(self): + Points.__init__(self) + ColormapMixIn.__init__(self) + self._value = () + + def _addBackendRenderer(self, backend): + """Update backend renderer""" + # Filter-out values <= 0 + xFiltered, yFiltered, valueFiltered, xerror, yerror = self.getData( + copy=False, displayed=True) + + if len(xFiltered) == 0: + return None # No data to display, do not add renderer to backend + + cmap = self.getColormap() + rgbacolors = applyColormapToData(self._value, + cmap["name"], + cmap["normalization"], + cmap["autoscale"], + cmap["vmin"], + cmap["vmax"], + cmap.get("colors")) + + return backend.addCurve(xFiltered, yFiltered, self.getLegend(), + color=rgbacolors, + symbol=self.getSymbol(), + linewidth=0, + linestyle="", + yaxis='left', + xerror=xerror, + yerror=yerror, + z=self.getZValue(), + selectable=self.isSelectable(), + fill=False, + alpha=self.getAlpha(), + symbolsize=self.getSymbolSize()) + + def _logFilterData(self, xPositive, yPositive): + """Filter out values with x or y <= 0 on log axes + + :param bool xPositive: True to filter arrays according to X coords. + :param bool yPositive: True to filter arrays according to Y coords. + :return: The filtered arrays or unchanged object if not filtering needed + :rtype: (x, y, value, xerror, yerror) + """ + # overloaded from Points to filter also value. + value = self.getValueData(copy=False) + + if xPositive or yPositive: + clipped = self._getClippingBoolArray(xPositive, yPositive) + + if numpy.any(clipped): + # copy to keep original array and convert to float + value = numpy.array(value, copy=True, dtype=numpy.float) + value[clipped] = numpy.nan + + x, y, xerror, yerror = Points._logFilterData(self, xPositive, yPositive) + + return x, y, value, xerror, yerror + + def getValueData(self, copy=True): + """Returns the value assigned to the scatter data points. + + :param copy: True (Default) to get a copy, + False to use internal representation (do not modify!) + :rtype: numpy.ndarray + """ + return numpy.array(self._value, copy=copy) + + def getData(self, copy=True, displayed=False): + """Returns the x, y coordinates and the value of the data points + + :param copy: True (Default) to get a copy, + False to use internal representation (do not modify!) + :param bool displayed: True to only get curve points that are displayed + in the plot. Default: False. + Note: If plot has log scale, negative points + are not displayed. + :returns: (x, y, value, xerror, yerror) + :rtype: 5-tuple of numpy.ndarray + """ + if displayed: + data = self._getCachedData() + if data is not None: + assert len(data) == 5 + return data + + return (self.getXData(copy), + self.getYData(copy), + self.getValueData(copy), + self.getXErrorData(copy), + self.getYErrorData(copy)) + + # reimplemented from Points to handle `value` + def setData(self, x, y, value, xerror=None, yerror=None, copy=True): + """Set the data of the scatter. + + :param numpy.ndarray x: The data corresponding to the x coordinates. + :param numpy.ndarray y: The data corresponding to the y coordinates. + :param numpy.ndarray value: The data corresponding to the value of + the data points. + :param xerror: Values with the uncertainties on the x values + :type xerror: A float, or a numpy.ndarray of float32. + If it is an array, it can either be a 1D array of + same length as the data or a 2D array with 2 rows + of same length as the data: row 0 for positive errors, + row 1 for negative errors. + :param yerror: Values with the uncertainties on the y values + :type yerror: A float, or a numpy.ndarray of float32. See xerror. + :param bool copy: True make a copy of the data (default), + False to use provided arrays. + """ + value = numpy.array(value, copy=copy) + assert value.ndim == 1 + assert len(x) == len(value) + + self._value = value + + # set x, y, xerror, yerror + + # call self._updated + plot._invalidateDataRange() + Points.setData(self, x, y, xerror, yerror, copy) |