def __init__(self, line_style_set=STYLESET_DEFAULT):
QWidget.__init__(self)
self._style = PlotStyle("StyleChooser internal style")
self._styles = (STYLES["default"] if line_style_set not in STYLES else
STYLES[line_style_set])
self.setMinimumWidth(140)
self.setMaximumHeight(25)
layout = QHBoxLayout()
layout.setContentsMargins(0, 0, 0, 0)
layout.setSpacing(2)
self.line_chooser = QComboBox()
self.line_chooser.setToolTip("Select line style.")
for style in self._styles:
self.line_chooser.addItem(*style)
self.marker_chooser = QComboBox()
self.marker_chooser.setToolTip("Select marker style.")
for marker in MARKERS:
self.marker_chooser.addItem(*marker)
self.thickness_spinner = QDoubleSpinBox()
self.thickness_spinner.setToolTip("Line thickness")
self.thickness_spinner.setMinimum(0.1)
self.thickness_spinner.setDecimals(1)
self.thickness_spinner.setSingleStep(0.1)
self.size_spinner = QDoubleSpinBox()
self.size_spinner.setToolTip("Marker size")
self.size_spinner.setMinimum(0.1)
self.size_spinner.setDecimals(1)
self.size_spinner.setSingleStep(0.1)
# the text content of the spinner varies, but shouldn't push the control
# out of boundaries
self.line_chooser.setMinimumWidth(110)
layout.addWidget(self.line_chooser)
layout.addWidget(self.thickness_spinner)
layout.addWidget(self.marker_chooser)
layout.addWidget(self.size_spinner)
self.setLayout(layout)
self.line_chooser.currentIndexChanged.connect(self._updateStyle)
self.marker_chooser.currentIndexChanged.connect(self._updateStyle)
self.thickness_spinner.valueChanged.connect(self._updateStyle)
self.size_spinner.valueChanged.connect(self._updateStyle)
self._updateLineStyleAndMarker(
self._style.line_style,
self._style.marker,
self._style.width,
self._style.size,
)
self._layout = layout
def test_plot_style_test_defaults(self):
style = PlotStyle("Test")
self.assertEqual(style.name, "Test")
self.assertEqual(style.color, "#000000")
self.assertEqual(style.line_style, "-")
self.assertEqual(style.alpha, 1.0)
self.assertEqual(style.marker, "")
self.assertEqual(style.width, 1.0)
self.assertTrue(style.isEnabled())
def __init__(self, area_supported=False):
QWidget.__init__(self)
self._style = PlotStyle("StyleChooser Internal Style")
self._styles = STYLES if area_supported else STYLES_LINE_ONLY
self.setMinimumWidth(140)
self.setMaximumHeight(25)
layout = QHBoxLayout()
layout.setMargin(0)
layout.setSpacing(2)
self.line_chooser = QComboBox()
self.line_chooser.setToolTip("Select line style.")
for style in self._styles:
self.line_chooser.addItem(*style)
self.marker_chooser = QComboBox()
self.marker_chooser.setToolTip("Select marker style.")
for marker in MARKERS:
self.marker_chooser.addItem(*marker)
self.thickness_spinner = QDoubleSpinBox()
self.thickness_spinner.setToolTip("Line thickness")
self.thickness_spinner.setMinimum(0.1)
self.thickness_spinner.setDecimals(1)
self.thickness_spinner.setSingleStep(0.1)
self.size_spinner = QDoubleSpinBox()
self.size_spinner.setToolTip("Marker Size")
self.size_spinner.setMinimum(0.1)
self.size_spinner.setDecimals(1)
self.size_spinner.setSingleStep(0.1)
layout.addWidget(self.line_chooser)
layout.addWidget(self.thickness_spinner)
layout.addWidget(self.marker_chooser)
layout.addWidget(self.size_spinner)
self.setLayout(layout)
self.line_chooser.currentIndexChanged.connect(self._updateStyle)
self.marker_chooser.currentIndexChanged.connect(self._updateStyle)
self.thickness_spinner.valueChanged.connect(self._updateStyle)
self.size_spinner.valueChanged.connect(self._updateStyle)
self._updateLineStyleAndMarker(self._style.line_style,
self._style.marker, self._style.width,
self._style.size)
self._layout = layout
def __init__(self, line_style_set=STYLESET_DEFAULT):
QWidget.__init__(self)
self._style = PlotStyle("StyleChooser Internal Style")
self._styles = STYLES['default'] if not line_style_set in STYLES else STYLES[line_style_set]
self.setMinimumWidth(140)
self.setMaximumHeight(25)
layout = QHBoxLayout()
layout.setContentsMargins(0, 0, 0, 0)
layout.setSpacing(2)
self.line_chooser = QComboBox()
self.line_chooser.setToolTip("Select line style.")
for style in self._styles:
self.line_chooser.addItem(*style)
self.marker_chooser = QComboBox()
self.marker_chooser.setToolTip("Select marker style.")
for marker in MARKERS:
self.marker_chooser.addItem(*marker)
self.thickness_spinner = QDoubleSpinBox()
self.thickness_spinner.setToolTip("Line thickness")
self.thickness_spinner.setMinimum(0.1)
self.thickness_spinner.setDecimals(1)
self.thickness_spinner.setSingleStep(0.1)
self.size_spinner = QDoubleSpinBox()
self.size_spinner.setToolTip("Marker Size")
self.size_spinner.setMinimum(0.1)
self.size_spinner.setDecimals(1)
self.size_spinner.setSingleStep(0.1)
# the text content of the spinner varies, but shouldn't push the control out of boundaries
self.line_chooser.setMinimumWidth(110)
layout.addWidget(self.line_chooser)
layout.addWidget(self.thickness_spinner)
layout.addWidget(self.marker_chooser)
layout.addWidget(self.size_spinner)
self.setLayout(layout)
self.line_chooser.currentIndexChanged.connect(self._updateStyle)
self.marker_chooser.currentIndexChanged.connect(self._updateStyle)
self.thickness_spinner.valueChanged.connect(self._updateStyle)
self.size_spinner.valueChanged.connect(self._updateStyle)
self._updateLineStyleAndMarker(self._style.line_style, self._style.marker, self._style.width, self._style.size)
self._layout = layout
def __init__(self, plot_settings, title="Unnamed", x_label=None, y_label=None):
self._title = title
self._plot_settings = plot_settings
if self._plot_settings is None:
raise ValueError('PlotConfig needs a non-None plot settings.')
self._line_color_cycle_colors = ["#000000"]
self._line_color_cycle = itertools.cycle(self._line_color_cycle_colors) #Black
# Blueish, Greenlike, Beigeoid, Pinkness, Orangy-Brown
self.setLineColorCycle(["#386CB0", "#7FC97F", "#FDC086", "#F0027F", "#BF5B17"])
# alternative color cycle:
# ["#e41a1c", "#377eb8", "#4daf4a", "#984ea3", "#ff7f00", "#ffff33",
# "#a65628", "#f781bf" ,"#386CB0", "#7FC97F", "#FDC086", "#F0027F", "#BF5B17"]
self._legend_items = []
self._legend_labels = []
self._x_label = x_label
self._y_label = y_label
self._limits = PlotLimits()
self._default_style = PlotStyle(name="Default", color=None, alpha=0.8)
self._refcase_style = PlotStyle(name="Refcase", alpha=0.8, line_style="--", marker="", width=2.0,
enabled=self._plot_settings["SHOW_REFCASE"])
self._history_style = PlotStyle(name="History", alpha=0.8, marker=".", width=2.0,
enabled=self._plot_settings["SHOW_HISTORY"])
self._observs_style = PlotStyle(name="Observations", line_style="-", alpha=0.8,
marker=".", width=1.0, color="#000000")
self._histogram_style = PlotStyle(name="Histogram", width=2.0)
self._distribution_style = PlotStyle(name="Distribution", line_style="", marker="o", alpha=0.5, size=10.0)
self._distribution_line_style = PlotStyle(name="Distribution Lines", line_style="-", alpha=0.25, width=1.0)
self._distribution_line_style.setEnabled(False)
self._current_color = None
self._legend_enabled = True
self._grid_enabled = True
self._statistics_style = {
"mean": PlotStyle("Mean", line_style=""),
"p50": PlotStyle("P50", line_style=""),
"min-max": PlotStyle("Min/Max", line_style=""),
"p10-p90": PlotStyle("P10-P90", line_style=""),
"p33-p67": PlotStyle("P33-P67", line_style=""),
"std": PlotStyle("Std dev", line_style="")
}
self._std_dev_factor = 1 # sigma 1 is default std dev
def __init__(self, area_supported=False):
QWidget.__init__(self)
self._style = PlotStyle("StyleChooser Internal Style")
self._styles = STYLES if area_supported else STYLES_LINE_ONLY
self.setMinimumWidth(140)
self.setMaximumHeight(25)
layout = QHBoxLayout()
layout.setMargin(0)
layout.setSpacing(2)
self.line_chooser = QComboBox()
self.line_chooser.setToolTip("Select line style.")
for style in self._styles:
self.line_chooser.addItem(*style)
self.marker_chooser = QComboBox()
self.marker_chooser.setToolTip("Select marker style.")
for marker in MARKERS:
self.marker_chooser.addItem(*marker)
self.thickness_spinner = QDoubleSpinBox()
self.thickness_spinner.setToolTip("Line thickness")
self.thickness_spinner.setMinimum(0.1)
self.thickness_spinner.setDecimals(1)
self.thickness_spinner.setSingleStep(0.1)
self.size_spinner = QDoubleSpinBox()
self.size_spinner.setToolTip("Marker Size")
self.size_spinner.setMinimum(0.1)
self.size_spinner.setDecimals(1)
self.size_spinner.setSingleStep(0.1)
layout.addWidget(self.line_chooser)
layout.addWidget(self.thickness_spinner)
layout.addWidget(self.marker_chooser)
layout.addWidget(self.size_spinner)
self.setLayout(layout)
self.line_chooser.currentIndexChanged.connect(self._updateStyle)
self.marker_chooser.currentIndexChanged.connect(self._updateStyle)
self.thickness_spinner.valueChanged.connect(self._updateStyle)
self.size_spinner.valueChanged.connect(self._updateStyle)
self._updateLineStyleAndMarker(self._style.line_style, self._style.marker, self._style.width, self._style.size)
self._layout = layout
def __init__(self, title="Unnamed", x_label=None, y_label=None):
super(PlotConfig, self).__init__()
self._title = title
self._line_color_cycle_colors = ["#000000"]
self._line_color_cycle = itertools.cycle(self._line_color_cycle_colors) #Black
# Blueish, Greenlike, Beigeoid, Pinkness, Orangy-Brown
self.setLineColorCycle(["#386CB0", "#7FC97F", "#FDC086", "#F0027F", "#BF5B17"])
# self.setLineColorCycle(["#e41a1c", "#377eb8", "#4daf4a", "#984ea3", "#ff7f00", "#ffff33", "#a65628", "#f781bf" ,"#386CB0", "#7FC97F", "#FDC086", "#F0027F", "#BF5B17"])
self._legend_items = []
self._legend_labels = []
self._x_label = x_label
self._y_label = y_label
self._limits = PlotLimits()
self._default_style = PlotStyle(name="Default", color=None, alpha=0.8)
self._refcase_style = PlotStyle(name="Refcase", alpha=0.8, marker="x", width=2.0)
self._history_style = PlotStyle(name="History", alpha=0.8, marker="D", width=2.0)
# Insanely ugly implementation of user preferences.
if os.getenv("ERT_SHOW_HISTORY_VECTORS"):
self._history_style.setEnabled(True)
else:
self._history_style.setEnabled(False)
self._observation_style = PlotStyle(name="Observations")
self._histogram_style = PlotStyle(name="Histogram", width=2.0)
self._distribution_style = PlotStyle(name="Distribution", line_style="", marker="o", alpha=0.5, size=10.0)
self._distribution_line_style = PlotStyle(name="Distribution Lines", line_style="-", alpha=0.25, width=1.0)
self._distribution_line_style.setEnabled(False)
self._current_color = None
self._legend_enabled = True
self._grid_enabled = True
self._statistics_style = {
"mean": PlotStyle("Mean", line_style=""),
"p50": PlotStyle("P50", line_style=""),
"min-max": PlotStyle("Min/Max", line_style=""),
"p10-p90": PlotStyle("P10-P90", line_style=""),
"p33-p67": PlotStyle("P33-P67", line_style=""),
"std": PlotStyle("Std dev", line_style="")
}
self._std_dev_factor = 1 # sigma 1 is default std dev
def refcaseStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("Refcase Style")
style.copyStyleFrom(self.__refcase_style)
return style
class PlotConfig(object):
def __init__(self, title="Unnamed", x_label=None, y_label=None):
super(PlotConfig, self).__init__()
self._title = title
self._line_color_cycle_colors = ["#000000"]
self._line_color_cycle = itertools.cycle(self._line_color_cycle_colors) #Black
# Blueish, Greenlike, Beigeoid, Pinkness, Orangy-Brown
self.setLineColorCycle(["#386CB0", "#7FC97F", "#FDC086", "#F0027F", "#BF5B17"])
# self.setLineColorCycle(["#e41a1c", "#377eb8", "#4daf4a", "#984ea3", "#ff7f00", "#ffff33", "#a65628", "#f781bf" ,"#386CB0", "#7FC97F", "#FDC086", "#F0027F", "#BF5B17"])
self._legend_items = []
self._legend_labels = []
self._x_label = x_label
self._y_label = y_label
self._limits = PlotLimits()
self._default_style = PlotStyle(name="Default", color=None, alpha=0.8)
self._refcase_style = PlotStyle(name="Refcase", alpha=0.8, marker="x", width=2.0)
self._history_style = PlotStyle(name="History", alpha=0.8, marker="D", width=2.0)
# Insanely ugly implementation of user preferences.
if os.getenv("ERT_SHOW_HISTORY_VECTORS"):
self._history_style.setEnabled(True)
else:
self._history_style.setEnabled(False)
self._observation_style = PlotStyle(name="Observations")
self._histogram_style = PlotStyle(name="Histogram", width=2.0)
self._distribution_style = PlotStyle(name="Distribution", line_style="", marker="o", alpha=0.5, size=10.0)
self._distribution_line_style = PlotStyle(name="Distribution Lines", line_style="-", alpha=0.25, width=1.0)
self._distribution_line_style.setEnabled(False)
self._current_color = None
self._legend_enabled = True
self._grid_enabled = True
self._statistics_style = {
"mean": PlotStyle("Mean", line_style=""),
"p50": PlotStyle("P50", line_style=""),
"min-max": PlotStyle("Min/Max", line_style=""),
"p10-p90": PlotStyle("P10-P90", line_style=""),
"p33-p67": PlotStyle("P33-P67", line_style=""),
"std": PlotStyle("Std dev", line_style="")
}
self._std_dev_factor = 1 # sigma 1 is default std dev
def currentColor(self):
if self._current_color is None:
self.nextColor()
return self._current_color
def nextColor(self):
self._current_color = self._line_color_cycle.next()
return self._current_color
def setLineColorCycle(self, color_list):
self._line_color_cycle_colors = color_list
self._line_color_cycle = itertools.cycle(color_list)
def lineColorCycle(self):
return list(self._line_color_cycle_colors)
def addLegendItem(self, label, item):
self._legend_items.append(item)
self._legend_labels.append(label)
def title(self):
""" :rtype: str """
return self._title if self._title is not None else "Unnamed"
def setTitle(self, title):
self._title = title
def isUnnamed(self):
return self._title is None
def defaultStyle(self):
style = PlotStyle("Default Style")
style.copyStyleFrom(self._default_style)
style.color = self.currentColor()
return style
def observationsStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("Observations Style")
style.copyStyleFrom(self._observation_style)
return style
def refcaseStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("Refcase Style")
style.copyStyleFrom(self._refcase_style)
return style
def historyStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("History Style")
style.copyStyleFrom(self._history_style)
return style
def histogramStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("Histogram Style")
style.copyStyleFrom(self._histogram_style)
style.color = self.currentColor()
return style
def distributionStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("Distribution Style")
style.copyStyleFrom(self._distribution_style)
style.color = self.currentColor()
return style
def distributionLineStyle(self):
""" @rtype: ert_gui.plottery.PlotStyle """
style = PlotStyle("Distribution Line Style")
style.copyStyleFrom(self._distribution_line_style)
return style
def xLabel(self):
return self._x_label
def yLabel(self):
return self._y_label
def legendItems(self):
return self._legend_items
def legendLabels(self):
return self._legend_labels
def setXLabel(self, label):
self._x_label = label
def setYLabel(self, label):
self._y_label = label
def setObservationsEnabled(self, enabled):
self._observation_style.setEnabled(enabled)
def isObservationsEnabled(self):
return self._observation_style.isEnabled()
def setRefcaseEnabled(self, enabled):
self._refcase_style.setEnabled(enabled)
def isRefcaseEnabled(self):
return self._refcase_style.isEnabled()
def setHistoryEnabled(self, enabled):
self._history_style.setEnabled(enabled)
def isHistoryEnabled(self):
return self._history_style.isEnabled()
def isLegendEnabled(self):
return self._legend_enabled
def isDistributionLineEnabled(self):
return self._distribution_line_style.isEnabled()
def setDistributionLineEnabled(self, enabled):
self._distribution_line_style.setEnabled(enabled)
def setStandardDeviationFactor(self, value):
self._std_dev_factor = value
def getStandardDeviationFactor(self):
return self._std_dev_factor
def setLegendEnabled(self, enabled):
self._legend_enabled = enabled
def isGridEnabled(self):
return self._grid_enabled
def setGridEnabled(self, enabled):
self._grid_enabled = enabled
def setStatisticsStyle(self, statistic, style):
"""
@type statistic: str
@type style: PlotStyle
"""
statistics_style = self._statistics_style[statistic]
statistics_style.line_style = style.line_style
statistics_style.marker = style.marker
statistics_style.width = style.width
statistics_style.size = style.size
def getStatisticsStyle(self, statistic):
style = self._statistics_style[statistic]
copy_style = PlotStyle(style.name)
copy_style.copyStyleFrom(style)
copy_style.color = self.currentColor()
return copy_style
def setRefcaseStyle(self, style):
""" @type style: PlotStyle """
self._refcase_style.line_style = style.line_style
self._refcase_style.marker = style.marker
self._refcase_style.width = style.width
self._refcase_style.size = style.size
def setHistoryStyle(self, style):
""" @type style: PlotStyle """
self._history_style.line_style = style.line_style
self._history_style.marker = style.marker
self._history_style.width = style.width
self._history_style.size = style.size
def setDefaultStyle(self, style):
""" @type style: PlotStyle """
self._default_style.line_style = style.line_style
self._default_style.marker = style.marker
self._default_style.width = style.width
self._default_style.size = style.size
@property
def limits(self):
""" @rtype: PlotLimits """
limits = PlotLimits()
limits.copyLimitsFrom(self._limits)
return limits
@limits.setter
def limits(self, value):
""" @type value: PlotLimits """
self._limits.copyLimitsFrom(value)
def copyConfigFrom(self, other):
"""
:type other: PlotConfig
"""
self._default_style.copyStyleFrom(other._default_style, copy_enabled_state=True)
self._refcase_style.copyStyleFrom(other._refcase_style, copy_enabled_state=True)
self._history_style.copyStyleFrom(other._history_style, copy_enabled_state=True)
self._histogram_style.copyStyleFrom(other._histogram_style, copy_enabled_state=True)
self._observation_style.copyStyleFrom(other._observation_style, copy_enabled_state=True)
self._distribution_style.copyStyleFrom(other._distribution_style, copy_enabled_state=True)
self._distribution_line_style.copyStyleFrom(other._distribution_line_style, copy_enabled_state=True)
self._statistics_style["mean"].copyStyleFrom(other._statistics_style["mean"], copy_enabled_state=True)
self._statistics_style["p50"].copyStyleFrom(other._statistics_style["p50"], copy_enabled_state=True)
self._statistics_style["min-max"].copyStyleFrom(other._statistics_style["min-max"], copy_enabled_state=True)
self._statistics_style["p10-p90"].copyStyleFrom(other._statistics_style["p10-p90"], copy_enabled_state=True)
self._statistics_style["p33-p67"].copyStyleFrom(other._statistics_style["p33-p67"], copy_enabled_state=True)
self._statistics_style["std"].copyStyleFrom(other._statistics_style["std"], copy_enabled_state=True)
self._std_dev_factor = other._std_dev_factor
self._legend_enabled = other._legend_enabled
self._grid_enabled = other._grid_enabled
self.setLineColorCycle(other._line_color_cycle_colors)
self._legend_items = other._legend_items[:]
self._legend_labels = other._legend_labels[:]
self._x_label = other._x_label
self._y_label = other._y_label
self._limits.copyLimitsFrom(other._limits)
if other._title is not None:
self._title = other._title
@classmethod
def createCopy(cls, other):
copy = PlotConfig(None)
copy.copyConfigFrom(other)
return copy
def test_plot_style_copy_style(self):
style = PlotStyle("Test", "red", 0.5, ".", "o", 2.5)
style.setEnabled(False)
copy_style = PlotStyle("Copy")
copy_style.copyStyleFrom(style)
self.assertNotEqual(style.name, copy_style.name)
self.assertEqual(style.color, copy_style.color)
self.assertEqual(style.alpha, copy_style.alpha)
self.assertEqual(style.line_style, copy_style.line_style)
self.assertEqual(style.marker, copy_style.marker)
self.assertEqual(style.width, copy_style.width)
self.assertEqual(style.size, copy_style.size)
self.assertNotEqual(style.isEnabled(), copy_style.isEnabled())
another_copy_style = PlotStyle("Another Copy")
another_copy_style.copyStyleFrom(style, copy_enabled_state=True)
self.assertEqual(style.isEnabled(), another_copy_style.isEnabled())
def __init__(self, plot_settings=None, title="Unnamed", x_label=None, y_label=None):
self._title = title
self._plot_settings = plot_settings
if self._plot_settings is None:
self._plot_settings = {"SHOW_REFCASE": True, "SHOW_HISTORY": True}
self._line_color_cycle_colors = ["#000000"]
self._line_color_cycle = itertools.cycle(self._line_color_cycle_colors) # Black
# Blueish, Greenlike, Beigeoid, Pinkness, Orangy-Brown
self.setLineColorCycle(["#386CB0", "#7FC97F", "#FDC086", "#F0027F", "#BF5B17"])
# alternative color cycle:
# ["#e41a1c", "#377eb8", "#4daf4a", "#984ea3", "#ff7f00", "#ffff33",
# "#a65628", "#f781bf" ,"#386CB0", "#7FC97F", "#FDC086", "#F0027F", "#BF5B17"]
self._legend_items = []
self._legend_labels = []
self._x_label = x_label
self._y_label = y_label
self._limits = PlotLimits()
self._default_style = PlotStyle(
name="Default", color=None, marker="", alpha=0.8
)
self._refcase_style = PlotStyle(
name="Refcase",
alpha=0.8,
line_style="--",
marker="",
width=2.0,
enabled=self._plot_settings["SHOW_REFCASE"],
)
self._history_style = PlotStyle(
name="History",
alpha=0.8,
marker=".",
width=2.0,
enabled=self._plot_settings["SHOW_HISTORY"],
)
self._observs_style = PlotStyle(
name="Observations",
line_style="-",
alpha=0.8,
marker=".",
width=1.0,
color="#000000",
)
self._histogram_style = PlotStyle(name="Histogram", width=2.0)
self._distribution_style = PlotStyle(
name="Distribution", line_style="", marker="o", alpha=0.5, size=10.0
)
self._distribution_line_style = PlotStyle(
name="Distribution Lines", line_style="-", alpha=0.25, width=1.0
)
self._distribution_line_style.setEnabled(False)
self._current_color = None
self._legend_enabled = True
self._grid_enabled = True
self._statistics_style = {
"mean": PlotStyle("Mean", line_style=""),
"p50": PlotStyle("P50", line_style=""),
"min-max": PlotStyle("Min/Max", line_style=""),
"p10-p90": PlotStyle("P10-P90", line_style=""),
"p33-p67": PlotStyle("P33-P67", line_style=""),
"std": PlotStyle("Std dev", line_style=""),
}
self._std_dev_factor = 1 # sigma 1 is default std dev
class PlotConfig(object):
def __init__(self, title="Unnamed", x_label=None, y_label=None):
super(PlotConfig, self).__init__()
self._title = title
self._line_color_cycle_colors = ["#000000"]
self._line_color_cycle = itertools.cycle(
self._line_color_cycle_colors) #Black
# Blueish, Greenlike, Beigeoid, Pinkness, Orangy-Brown
self.setLineColorCycle(
["#386CB0", "#7FC97F", "#FDC086", "#F0027F", "#BF5B17"])
self._legend_items = []
self._legend_labels = []
self._x_label = x_label
self._y_label = y_label
self._limits = PlotLimits()
self._default_style = PlotStyle(name="Default", color=None, alpha=0.8)
self._refcase_style = PlotStyle(name="Refcase",
alpha=0.8,
marker="x",
width=2.0)
self._history_style = PlotStyle(name="History",
alpha=0.8,
marker="D",
width=2.0)
# Insanely ugly implementation of user preferences.
if os.getenv("ERT_SHOW_HISTORY_VECTORS"):
self._history_style.setEnabled(True)
else:
self._history_style.setEnabled(False)
self._observation_style = PlotStyle(name="Observations")
self._histogram_style = PlotStyle(name="Histogram", width=2.0)
self._distribution_style = PlotStyle(name="Distribution",
line_style="",
marker="o",
alpha=0.5,
size=10.0)
self._distribution_line_style = PlotStyle(name="Distribution Lines",
line_style="-",
alpha=0.25,
width=1.0)
self._distribution_line_style.setEnabled(False)
self._current_color = None
self._legend_enabled = True
self._grid_enabled = True
self._statistics_style = {
"mean": PlotStyle("Mean", line_style=""),
"p50": PlotStyle("P50", line_style=""),
"min-max": PlotStyle("Min/Max", line_style=""),
"p10-p90": PlotStyle("P10-P90", line_style=""),
"p33-p67": PlotStyle("P33-P67", line_style=""),
"std": PlotStyle("Std dev", line_style="")
}
self._std_dev_factor = 1 # sigma 1 is default std dev
def currentColor(self):
if self._current_color is None:
self.nextColor()
return self._current_color
def nextColor(self):
self._current_color = self._line_color_cycle.next()
return self._current_color
def setLineColorCycle(self, color_list):
self._line_color_cycle_colors = color_list
self._line_color_cycle = itertools.cycle(color_list)
def lineColorCycle(self):
return list(self._line_color_cycle_colors)
def addLegendItem(self, label, item):
self._legend_items.append(item)
self._legend_labels.append(label)
def title(self):
""" :rtype: str """
return self._title if self._title is not None else "Unnamed"
def setTitle(self, title):
self._title = title
def isUnnamed(self):
return self._title is None
def defaultStyle(self):
style = PlotStyle("Default Style")
style.copyStyleFrom(self._default_style)
style.color = self.currentColor()
return style
def observationsStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("Observations Style")
style.copyStyleFrom(self._observation_style)
return style
def refcaseStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("Refcase Style")
style.copyStyleFrom(self._refcase_style)
return style
def historyStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("History Style")
style.copyStyleFrom(self._history_style)
return style
def histogramStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("Histogram Style")
style.copyStyleFrom(self._histogram_style)
style.color = self.currentColor()
return style
def distributionStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("Distribution Style")
style.copyStyleFrom(self._distribution_style)
style.color = self.currentColor()
return style
def distributionLineStyle(self):
""" @rtype: ert_gui.plottery.PlotStyle """
style = PlotStyle("Distribution Line Style")
style.copyStyleFrom(self._distribution_line_style)
return style
def xLabel(self):
return self._x_label
def yLabel(self):
return self._y_label
def legendItems(self):
return self._legend_items
def legendLabels(self):
return self._legend_labels
def setXLabel(self, label):
self._x_label = label
def setYLabel(self, label):
self._y_label = label
def setObservationsEnabled(self, enabled):
self._observation_style.setEnabled(enabled)
def isObservationsEnabled(self):
return self._observation_style.isEnabled()
def setRefcaseEnabled(self, enabled):
self._refcase_style.setEnabled(enabled)
def isRefcaseEnabled(self):
return self._refcase_style.isEnabled()
def setHistoryEnabled(self, enabled):
self._history_style.setEnabled(enabled)
def isHistoryEnabled(self):
return self._history_style.isEnabled()
def isLegendEnabled(self):
return self._legend_enabled
def isDistributionLineEnabled(self):
return self._distribution_line_style.isEnabled()
def setDistributionLineEnabled(self, enabled):
self._distribution_line_style.setEnabled(enabled)
def setStandardDeviationFactor(self, value):
self._std_dev_factor = value
def getStandardDeviationFactor(self):
return self._std_dev_factor
def setLegendEnabled(self, enabled):
self._legend_enabled = enabled
def isGridEnabled(self):
return self._grid_enabled
def setGridEnabled(self, enabled):
self._grid_enabled = enabled
def setStatisticsStyle(self, statistic, style):
"""
@type statistic: str
@type style: PlotStyle
"""
statistics_style = self._statistics_style[statistic]
statistics_style.line_style = style.line_style
statistics_style.marker = style.marker
statistics_style.width = style.width
statistics_style.size = style.size
def getStatisticsStyle(self, statistic):
style = self._statistics_style[statistic]
copy_style = PlotStyle(style.name)
copy_style.copyStyleFrom(style)
copy_style.color = self.currentColor()
return copy_style
def setRefcaseStyle(self, style):
""" @type style: PlotStyle """
self._refcase_style.line_style = style.line_style
self._refcase_style.marker = style.marker
self._refcase_style.width = style.width
self._refcase_style.size = style.size
def setHistoryStyle(self, style):
""" @type style: PlotStyle """
self._history_style.line_style = style.line_style
self._history_style.marker = style.marker
self._history_style.width = style.width
self._history_style.size = style.size
def setDefaultStyle(self, style):
""" @type style: PlotStyle """
self._default_style.line_style = style.line_style
self._default_style.marker = style.marker
self._default_style.width = style.width
self._default_style.size = style.size
@property
def limits(self):
""" @rtype: PlotLimits """
limits = PlotLimits()
limits.copyLimitsFrom(self._limits)
return limits
@limits.setter
def limits(self, value):
""" @type value: PlotLimits """
self._limits.copyLimitsFrom(value)
def copyConfigFrom(self, other):
"""
:type other: PlotConfig
"""
self._default_style.copyStyleFrom(other._default_style,
copy_enabled_state=True)
self._refcase_style.copyStyleFrom(other._refcase_style,
copy_enabled_state=True)
self._history_style.copyStyleFrom(other._history_style,
copy_enabled_state=True)
self._histogram_style.copyStyleFrom(other._histogram_style,
copy_enabled_state=True)
self._observation_style.copyStyleFrom(other._observation_style,
copy_enabled_state=True)
self._distribution_style.copyStyleFrom(other._distribution_style,
copy_enabled_state=True)
self._distribution_line_style.copyStyleFrom(
other._distribution_line_style, copy_enabled_state=True)
self._statistics_style["mean"].copyStyleFrom(
other._statistics_style["mean"], copy_enabled_state=True)
self._statistics_style["p50"].copyStyleFrom(
other._statistics_style["p50"], copy_enabled_state=True)
self._statistics_style["min-max"].copyStyleFrom(
other._statistics_style["min-max"], copy_enabled_state=True)
self._statistics_style["p10-p90"].copyStyleFrom(
other._statistics_style["p10-p90"], copy_enabled_state=True)
self._statistics_style["p33-p67"].copyStyleFrom(
other._statistics_style["p33-p67"], copy_enabled_state=True)
self._statistics_style["std"].copyStyleFrom(
other._statistics_style["std"], copy_enabled_state=True)
self._std_dev_factor = other._std_dev_factor
self._legend_enabled = other._legend_enabled
self._grid_enabled = other._grid_enabled
self.setLineColorCycle(other._line_color_cycle_colors)
self._legend_items = other._legend_items[:]
self._legend_labels = other._legend_labels[:]
self._x_label = other._x_label
self._y_label = other._y_label
self._limits.copyLimitsFrom(other._limits)
if other._title is not None:
self._title = other._title
@classmethod
def createCopy(cls, other):
copy = PlotConfig(None)
copy.copyConfigFrom(other)
return copy
def test_plot_style_copy_style(self):
style = PlotStyle("Test", "red", 0.5, ".", "o", 2.5)
style.setEnabled(False)
copy_style = PlotStyle("Copy")
copy_style.copyStyleFrom(style)
self.assertNotEqual(style.name, copy_style.name)
self.assertEqual(style.color, copy_style.color)
self.assertEqual(style.alpha, copy_style.alpha)
self.assertEqual(style.line_style, copy_style.line_style)
self.assertEqual(style.marker, copy_style.marker)
self.assertEqual(style.width, copy_style.width)
self.assertEqual(style.size, copy_style.size)
self.assertNotEqual(style.isEnabled(), copy_style.isEnabled())
another_copy_style = PlotStyle("Another Copy")
another_copy_style.copyStyleFrom(style, copy_enabled_state=True)
self.assertEqual(style.isEnabled(), another_copy_style.isEnabled())
def historyStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("History Style")
style.copyStyleFrom(self._history_style)
return style
def observationsStyle(self):
"""@rtype: PlotStyle"""
style = PlotStyle("Observations Style")
style.copyStyleFrom(self._observs_style)
return style
class StyleChooser(QWidget):
def __init__(self, area_supported=False):
QWidget.__init__(self)
self._style = PlotStyle("StyleChooser Internal Style")
self._styles = STYLES if area_supported else STYLES_LINE_ONLY
self.setMinimumWidth(140)
self.setMaximumHeight(25)
layout = QHBoxLayout()
layout.setMargin(0)
layout.setSpacing(2)
self.line_chooser = QComboBox()
self.line_chooser.setToolTip("Select line style.")
for style in self._styles:
self.line_chooser.addItem(*style)
self.marker_chooser = QComboBox()
self.marker_chooser.setToolTip("Select marker style.")
for marker in MARKERS:
self.marker_chooser.addItem(*marker)
self.thickness_spinner = QDoubleSpinBox()
self.thickness_spinner.setToolTip("Line thickness")
self.thickness_spinner.setMinimum(0.1)
self.thickness_spinner.setDecimals(1)
self.thickness_spinner.setSingleStep(0.1)
self.size_spinner = QDoubleSpinBox()
self.size_spinner.setToolTip("Marker Size")
self.size_spinner.setMinimum(0.1)
self.size_spinner.setDecimals(1)
self.size_spinner.setSingleStep(0.1)
layout.addWidget(self.line_chooser)
layout.addWidget(self.thickness_spinner)
layout.addWidget(self.marker_chooser)
layout.addWidget(self.size_spinner)
self.setLayout(layout)
self.line_chooser.currentIndexChanged.connect(self._updateStyle)
self.marker_chooser.currentIndexChanged.connect(self._updateStyle)
self.thickness_spinner.valueChanged.connect(self._updateStyle)
self.size_spinner.valueChanged.connect(self._updateStyle)
self._updateLineStyleAndMarker(self._style.line_style, self._style.marker, self._style.width, self._style.size)
self._layout = layout
def getItemSizes(self):
line_style_combo_width = self._layout.itemAt(0).sizeHint().width()
thickness_spinner_width = self._layout.itemAt(1).sizeHint().width()
marker_combo_width = self._layout.itemAt(2).sizeHint().width()
size_spinner_width = self._layout.itemAt(3).sizeHint().width()
return line_style_combo_width, thickness_spinner_width, marker_combo_width, size_spinner_width
def _findLineStyleIndex(self, line_style):
for index, style in enumerate(self._styles):
if style[1] == line_style:
return index
elif style[1] is None and line_style == "":
return index
return -1
def _findMarkerStyleIndex(self, marker):
for index, style in enumerate(MARKERS):
if style[1] == marker:
return index
elif style[1] is None and marker == "":
return index
return -1
def _updateLineStyleAndMarker(self, line_style, marker, thickness, size):
self.line_chooser.setCurrentIndex(self._findLineStyleIndex(line_style))
self.marker_chooser.setCurrentIndex(self._findMarkerStyleIndex(marker))
self.thickness_spinner.setValue(thickness)
self.size_spinner.setValue(size)
def _updateStyle(self):
self.marker_chooser.setEnabled(self.line_chooser.currentText() != "Area")
line_style = self.line_chooser.itemData(self.line_chooser.currentIndex())
marker_style = self.marker_chooser.itemData(self.marker_chooser.currentIndex())
thickness = float(self.thickness_spinner.value())
size = float(self.size_spinner.value())
self._style.line_style = str(line_style.toString())
self._style.marker = str(marker_style.toString())
self._style.width = thickness
self._style.size = size
def setStyle(self, style):
""" @type style: PlotStyle """
self._style.copyStyleFrom(style)
self._updateLineStyleAndMarker(style.line_style, style.marker, style.width, style.size)
def getStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("Generated Style from StyleChooser")
style.copyStyleFrom(self._style)
return style
def createLabelLayout(self, layout=None):
if layout is None:
layout = QHBoxLayout()
titles = ["Line Style", "Width", "Marker Style", "Size"]
sizes = self.getItemSizes()
for title, size in zip(titles, sizes):
label = QLabel(title)
label.setFixedWidth(size)
layout.addWidget(label)
return layout
def getStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("Generated Style from StyleChooser")
style.copyStyleFrom(self._style)
return style
class StyleChooser(QWidget):
def __init__(self, line_style_set=STYLESET_DEFAULT):
QWidget.__init__(self)
self._style = PlotStyle("StyleChooser internal style")
self._styles = (STYLES["default"] if line_style_set not in STYLES else
STYLES[line_style_set])
self.setMinimumWidth(140)
self.setMaximumHeight(25)
layout = QHBoxLayout()
layout.setContentsMargins(0, 0, 0, 0)
layout.setSpacing(2)
self.line_chooser = QComboBox()
self.line_chooser.setToolTip("Select line style.")
for style in self._styles:
self.line_chooser.addItem(*style)
self.marker_chooser = QComboBox()
self.marker_chooser.setToolTip("Select marker style.")
for marker in MARKERS:
self.marker_chooser.addItem(*marker)
self.thickness_spinner = QDoubleSpinBox()
self.thickness_spinner.setToolTip("Line thickness")
self.thickness_spinner.setMinimum(0.1)
self.thickness_spinner.setDecimals(1)
self.thickness_spinner.setSingleStep(0.1)
self.size_spinner = QDoubleSpinBox()
self.size_spinner.setToolTip("Marker size")
self.size_spinner.setMinimum(0.1)
self.size_spinner.setDecimals(1)
self.size_spinner.setSingleStep(0.1)
# the text content of the spinner varies, but shouldn't push the control
# out of boundaries
self.line_chooser.setMinimumWidth(110)
layout.addWidget(self.line_chooser)
layout.addWidget(self.thickness_spinner)
layout.addWidget(self.marker_chooser)
layout.addWidget(self.size_spinner)
self.setLayout(layout)
self.line_chooser.currentIndexChanged.connect(self._updateStyle)
self.marker_chooser.currentIndexChanged.connect(self._updateStyle)
self.thickness_spinner.valueChanged.connect(self._updateStyle)
self.size_spinner.valueChanged.connect(self._updateStyle)
self._updateLineStyleAndMarker(
self._style.line_style,
self._style.marker,
self._style.width,
self._style.size,
)
self._layout = layout
def getItemSizes(self):
line_style_combo_width = self._layout.itemAt(0).sizeHint().width()
thickness_spinner_width = self._layout.itemAt(1).sizeHint().width()
marker_combo_width = self._layout.itemAt(2).sizeHint().width()
size_spinner_width = self._layout.itemAt(3).sizeHint().width()
return (
line_style_combo_width,
thickness_spinner_width,
marker_combo_width,
size_spinner_width,
)
def _findLineStyleIndex(self, line_style):
for index, style in enumerate(self._styles):
if style[1] == line_style:
return index
elif style[1] is None and line_style == "":
return index
return -1
def _findMarkerStyleIndex(self, marker):
for index, style in enumerate(MARKERS):
if style[1] == marker:
return index
elif style[1] is None and marker == "":
return index
return -1
def _updateLineStyleAndMarker(self, line_style, marker, thickness, size):
self.line_chooser.setCurrentIndex(self._findLineStyleIndex(line_style))
self.marker_chooser.setCurrentIndex(self._findMarkerStyleIndex(marker))
self.thickness_spinner.setValue(thickness)
self.size_spinner.setValue(size)
def _updateStyle(self):
self.marker_chooser.setEnabled(
self.line_chooser.currentText() != "Area")
line_style = self.line_chooser.itemData(
self.line_chooser.currentIndex())
marker_style = self.marker_chooser.itemData(
self.marker_chooser.currentIndex())
thickness = float(self.thickness_spinner.value())
size = float(self.size_spinner.value())
self._style.line_style = line_style
self._style.marker = marker_style
self._style.width = thickness
self._style.size = size
def setStyle(self, style):
"""@type style: PlotStyle"""
self._style.copyStyleFrom(style)
self._updateLineStyleAndMarker(style.line_style, style.marker,
style.width, style.size)
def getStyle(self):
"""@rtype: PlotStyle"""
style = PlotStyle("Generated style from StyleChooser")
style.copyStyleFrom(self._style)
return style
def createLabelLayout(self, layout=None):
if layout is None:
layout = QHBoxLayout()
titles = ["Line style", "Width", "Marker style", "Size"]
sizes = self.getItemSizes()
for title, size in zip(titles, sizes):
label = QLabel(title)
label.setFixedWidth(size)
layout.addWidget(label)
return layout
def getStyle(self):
"""@rtype: PlotStyle"""
style = PlotStyle("Generated style from StyleChooser")
style.copyStyleFrom(self._style)
return style
def __init__(self, title="Unnamed", x_label=None, y_label=None):
super(PlotConfig, self).__init__()
self._title = title
self._line_color_cycle_colors = ["#000000"]
self._line_color_cycle = itertools.cycle(
self._line_color_cycle_colors) #Black
# Blueish, Greenlike, Beigeoid, Pinkness, Orangy-Brown
self.setLineColorCycle(
["#386CB0", "#7FC97F", "#FDC086", "#F0027F", "#BF5B17"])
self._legend_items = []
self._legend_labels = []
self._x_label = x_label
self._y_label = y_label
self._limits = PlotLimits()
self._default_style = PlotStyle(name="Default", color=None, alpha=0.8)
self._refcase_style = PlotStyle(name="Refcase",
alpha=0.8,
marker="x",
width=2.0)
self._history_style = PlotStyle(name="History",
alpha=0.8,
marker="D",
width=2.0)
# Insanely ugly implementation of user preferences.
if os.getenv("ERT_SHOW_HISTORY_VECTORS"):
self._history_style.setEnabled(True)
else:
self._history_style.setEnabled(False)
self._observation_style = PlotStyle(name="Observations")
self._histogram_style = PlotStyle(name="Histogram", width=2.0)
self._distribution_style = PlotStyle(name="Distribution",
line_style="",
marker="o",
alpha=0.5,
size=10.0)
self._distribution_line_style = PlotStyle(name="Distribution Lines",
line_style="-",
alpha=0.25,
width=1.0)
self._distribution_line_style.setEnabled(False)
self._current_color = None
self._legend_enabled = True
self._grid_enabled = True
self._statistics_style = {
"mean": PlotStyle("Mean", line_style=""),
"p50": PlotStyle("P50", line_style=""),
"min-max": PlotStyle("Min/Max", line_style=""),
"p10-p90": PlotStyle("P10-P90", line_style=""),
"p33-p67": PlotStyle("P33-P67", line_style=""),
"std": PlotStyle("Std dev", line_style="")
}
self._std_dev_factor = 1 # sigma 1 is default std dev
def histogramStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("Histogram Style")
style.copyStyleFrom(self.__histogram_style)
style.color = self.currentColor()
return style
def historyStyle(self):
"""@rtype: PlotStyle"""
style = PlotStyle("History Style")
style.copyStyleFrom(self._history_style)
return style
def distributionStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("Distribution Style")
style.copyStyleFrom(self.__distribution_style)
style.color = self.currentColor()
return style
def distributionStyle(self):
"""@rtype: PlotStyle"""
style = PlotStyle("Distribution Style")
style.copyStyleFrom(self._distribution_style)
style.color = self.currentColor()
return style
def test_plot_style_builtin_checks(self):
style = PlotStyle("Test")
style.name = None
self.assertIsNone(style.name)
style.color = "notacolor"
self.assertEqual(style.color, "notacolor") # maybe make this a proper check in future ?
style.line_style = None
self.assertEqual(style.line_style, "")
style.marker = None
self.assertEqual(style.marker, "")
style.width = -1
self.assertEqual(style.width, 0.0)
style.size = -1
self.assertEqual(style.size, 0.0)
style.alpha = 1.1
self.assertEqual(style.alpha, 1.0)
style.alpha = -0.1
self.assertEqual(style.alpha, 0.0)
style.setEnabled(False)
self.assertFalse(style.isEnabled())
def getStatisticsStyle(self, statistic):
style = self._statistics_style[statistic]
copy_style = PlotStyle(style.name)
copy_style.copyStyleFrom(style)
copy_style.color = self.currentColor()
return copy_style
def defaultStyle(self):
style = PlotStyle("Default Style")
style.copyStyleFrom(self._default_style)
style.color = self.currentColor()
return style
class StyleChooser(QWidget):
def __init__(self, area_supported=False):
QWidget.__init__(self)
self._style = PlotStyle("StyleChooser Internal Style")
self._styles = STYLES if area_supported else STYLES_LINE_ONLY
self.setMinimumWidth(140)
self.setMaximumHeight(25)
layout = QHBoxLayout()
layout.setMargin(0)
layout.setSpacing(2)
self.line_chooser = QComboBox()
self.line_chooser.setToolTip("Select line style.")
for style in self._styles:
self.line_chooser.addItem(*style)
self.marker_chooser = QComboBox()
self.marker_chooser.setToolTip("Select marker style.")
for marker in MARKERS:
self.marker_chooser.addItem(*marker)
self.thickness_spinner = QDoubleSpinBox()
self.thickness_spinner.setToolTip("Line thickness")
self.thickness_spinner.setMinimum(0.1)
self.thickness_spinner.setDecimals(1)
self.thickness_spinner.setSingleStep(0.1)
self.size_spinner = QDoubleSpinBox()
self.size_spinner.setToolTip("Marker Size")
self.size_spinner.setMinimum(0.1)
self.size_spinner.setDecimals(1)
self.size_spinner.setSingleStep(0.1)
layout.addWidget(self.line_chooser)
layout.addWidget(self.thickness_spinner)
layout.addWidget(self.marker_chooser)
layout.addWidget(self.size_spinner)
self.setLayout(layout)
self.line_chooser.currentIndexChanged.connect(self._updateStyle)
self.marker_chooser.currentIndexChanged.connect(self._updateStyle)
self.thickness_spinner.valueChanged.connect(self._updateStyle)
self.size_spinner.valueChanged.connect(self._updateStyle)
self._updateLineStyleAndMarker(self._style.line_style,
self._style.marker, self._style.width,
self._style.size)
self._layout = layout
def getItemSizes(self):
line_style_combo_width = self._layout.itemAt(0).sizeHint().width()
thickness_spinner_width = self._layout.itemAt(1).sizeHint().width()
marker_combo_width = self._layout.itemAt(2).sizeHint().width()
size_spinner_width = self._layout.itemAt(3).sizeHint().width()
return line_style_combo_width, thickness_spinner_width, marker_combo_width, size_spinner_width
def _findLineStyleIndex(self, line_style):
for index, style in enumerate(self._styles):
if style[1] == line_style:
return index
elif style[1] is None and line_style == "":
return index
return -1
def _findMarkerStyleIndex(self, marker):
for index, style in enumerate(MARKERS):
if style[1] == marker:
return index
elif style[1] is None and marker == "":
return index
return -1
def _updateLineStyleAndMarker(self, line_style, marker, thickness, size):
self.line_chooser.setCurrentIndex(self._findLineStyleIndex(line_style))
self.marker_chooser.setCurrentIndex(self._findMarkerStyleIndex(marker))
self.thickness_spinner.setValue(thickness)
self.size_spinner.setValue(size)
def _updateStyle(self):
self.marker_chooser.setEnabled(
self.line_chooser.currentText() != "Area")
line_style = self.line_chooser.itemData(
self.line_chooser.currentIndex())
marker_style = self.marker_chooser.itemData(
self.marker_chooser.currentIndex())
thickness = float(self.thickness_spinner.value())
size = float(self.size_spinner.value())
self._style.line_style = str(line_style.toString())
self._style.marker = str(marker_style.toString())
self._style.width = thickness
self._style.size = size
def setStyle(self, style):
""" @type style: PlotStyle """
self._style.copyStyleFrom(style)
self._updateLineStyleAndMarker(style.line_style, style.marker,
style.width, style.size)
def getStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("Generated Style from StyleChooser")
style.copyStyleFrom(self._style)
return style
def createLabelLayout(self, layout=None):
if layout is None:
layout = QHBoxLayout()
titles = ["Line Style", "Width", "Marker Style", "Size"]
sizes = self.getItemSizes()
for title, size in zip(titles, sizes):
label = QLabel(title)
label.setFixedWidth(size)
layout.addWidget(label)
return layout
def refcaseStyle(self):
"""@rtype: PlotStyle"""
style = PlotStyle("Refcase Style")
style.copyStyleFrom(self._refcase_style)
return style
def distributionLineStyle(self):
""" @rtype: ert_gui.plottery.PlotStyle """
style = PlotStyle("Distribution Line Style")
style.copyStyleFrom(self.__distribution_line_style)
return style
def histogramStyle(self):
"""@rtype: PlotStyle"""
style = PlotStyle("Histogram Style")
style.copyStyleFrom(self._histogram_style)
style.color = self.currentColor()
return style
def getStatisticsStyle(self, statistic):
style = self.__statistics_style[statistic]
copy_style = PlotStyle(style.name)
copy_style.copyStyleFrom(style)
copy_style.color = self.currentColor()
return copy_style
def distributionLineStyle(self):
"""@rtype: ert_gui.plottery.PlotStyle"""
style = PlotStyle("Distribution Line Style")
style.copyStyleFrom(self._distribution_line_style)
return style
class PlotConfig(object):
def __init__(self, title="Unnamed", x_label=None, y_label=None):
super(PlotConfig, self).__init__()
self.__title = title
self.__line_color_cycle_colors = ["#000000"]
self.__line_color_cycle = itertools.cycle(self.__line_color_cycle_colors) #Black
# Blueish, Greenlike, Beigeoid, Pinkness, Orangy-Brown
self.setLineColorCycle(["#386CB0", "#7FC97F", "#FDC086", "#F0027F", "#BF5B17"])
self.__legend_items = []
self.__legend_labels = []
self.__x_label = x_label
self.__y_label = y_label
self.__default_style = PlotStyle(name="Default", color=None, alpha=0.8)
self.__refcase_style = PlotStyle(name="Refcase", alpha=0.8, marker="x", width=2.0)
self.__observation_style = PlotStyle(name="Observations")
self.__histogram_style = PlotStyle(name="Histogram", width=2.0)
self.__distribution_style = PlotStyle(name="Distribution", line_style="", marker="o", alpha=0.5, width=10.0)
self.__distribution_line_style = PlotStyle(name="Distribution Lines", line_style="-", alpha=0.25, width=1.0)
self.__distribution_line_style.setEnabled(False)
self.__current_color = None
self.__legend_enabled = True
self.__grid_enabled = True
self.__date_support_active = True
self.__statistics_style = {
"mean": PlotStyle("Mean", line_style=""),
"p50": PlotStyle("P50", line_style=""),
"min-max": PlotStyle("Min/Max", line_style=""),
"p10-p90": PlotStyle("P10-P90", line_style=""),
"p33-p67": PlotStyle("P33-P67", line_style="")
}
def currentColor(self):
if self.__current_color is None:
self.nextColor()
return self.__current_color
def nextColor(self):
self.__current_color = self.__line_color_cycle.next()
return self.__current_color
def setLineColorCycle(self, color_list):
self.__line_color_cycle_colors = color_list
self.__line_color_cycle = itertools.cycle(color_list)
def addLegendItem(self, label, item):
self.__legend_items.append(item)
self.__legend_labels.append(label)
def title(self):
""" :rtype: str """
return self.__title if self.__title is not None else "Unnamed"
def setTitle(self, title):
self.__title = title
def isUnnamed(self):
return self.__title is None
def defaultStyle(self):
style = PlotStyle("Default Style")
style.copyStyleFrom(self.__default_style)
style.color = self.currentColor()
return style
def observationsStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("Observations Style")
style.copyStyleFrom(self.__observation_style)
return style
def refcaseStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("Refcase Style")
style.copyStyleFrom(self.__refcase_style)
return style
def histogramStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("Histogram Style")
style.copyStyleFrom(self.__histogram_style)
style.color = self.currentColor()
return style
def distributionStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("Distribution Style")
style.copyStyleFrom(self.__distribution_style)
style.color = self.currentColor()
return style
def distributionLineStyle(self):
""" @rtype: ert_gui.plottery.PlotStyle """
style = PlotStyle("Distribution Line Style")
style.copyStyleFrom(self.__distribution_line_style)
return style
def xLabel(self):
return self.__x_label
def yLabel(self):
return self.__y_label
def legendItems(self):
return self.__legend_items
def legendLabels(self):
return self.__legend_labels
def setXLabel(self, label):
self.__x_label = label
def setYLabel(self, label):
self.__y_label = label
def setObservationsEnabled(self, enabled):
self.__observation_style.setEnabled(enabled)
def isObservationsEnabled(self):
return self.__observation_style.isEnabled()
def setRefcaseEnabled(self, enabled):
self.__refcase_style.setEnabled(enabled)
def isRefcaseEnabled(self):
return self.__refcase_style.isEnabled()
def isLegendEnabled(self):
return self.__legend_enabled
def isDistributionLineEnabled(self):
return self.__distribution_line_style.isEnabled()
def setDistributionLineEnabled(self, enabled):
self.__distribution_line_style.setEnabled(enabled)
def setLegendEnabled(self, enabled):
self.__legend_enabled = enabled
def isGridEnabled(self):
return self.__grid_enabled
def setGridEnabled(self, enabled):
self.__grid_enabled = enabled
def deactivateDateSupport(self):
self.__date_support_active = False
def isDateSupportActive(self):
return self.__date_support_active
def setStatisticsStyle(self, statistic, line_style, marker):
style = self.__statistics_style[statistic]
style.line_style = line_style
style.marker = marker
def getStatisticsStyle(self, statistic):
style = self.__statistics_style[statistic]
copy_style = PlotStyle(style.name)
copy_style.copyStyleFrom(style)
copy_style.color = self.currentColor()
return copy_style
def setRefcaseStyle(self, line_style, marker):
self.__refcase_style.line_style = line_style
self.__refcase_style.marker = marker
def setDefaultStyle(self, line_style, marker):
self.__default_style.line_style = line_style
self.__default_style.marker = marker
def copyConfigFrom(self, other):
"""
:type other: PlotConfig
"""
self.__default_style.copyStyleFrom(other.__default_style, copy_enabled_state=True)
self.__refcase_style.copyStyleFrom(other.__refcase_style, copy_enabled_state=True)
self.__histogram_style.copyStyleFrom(other.__histogram_style, copy_enabled_state=True)
self.__observation_style.copyStyleFrom(other.__observation_style, copy_enabled_state=True)
self.__distribution_style.copyStyleFrom(other.__distribution_style, copy_enabled_state=True)
self.__distribution_line_style.copyStyleFrom(other.__distribution_line_style, copy_enabled_state=True)
self.__statistics_style["mean"].copyStyleFrom(other.__statistics_style["mean"], copy_enabled_state=True)
self.__statistics_style["p50"].copyStyleFrom(other.__statistics_style["p50"], copy_enabled_state=True)
self.__statistics_style["min-max"].copyStyleFrom(other.__statistics_style["min-max"], copy_enabled_state=True)
self.__statistics_style["p10-p90"].copyStyleFrom(other.__statistics_style["p10-p90"], copy_enabled_state=True)
self.__statistics_style["p33-p67"].copyStyleFrom(other.__statistics_style["p33-p67"], copy_enabled_state=True)
self.__legend_enabled = other.__legend_enabled
self.__grid_enabled = other.__grid_enabled
self.__date_support_active = other.__date_support_active
self.__line_color_cycle_colors = other.__line_color_cycle_colors[:]
self.__legend_items = other.__legend_items[:]
self.__legend_labels = other.__legend_labels[:]
self.__x_label = other.__x_label
self.__y_label = other.__y_label
self.__title = other.__title
class PlotConfig(object):
# The plot_settings input argument is an internalisation of the (quite few) plot
# policy settings which can be set in the configuration file.
def __init__(self, plot_settings=None, title="Unnamed", x_label=None, y_label=None):
self._title = title
self._plot_settings = plot_settings
if self._plot_settings is None:
self._plot_settings = {"SHOW_REFCASE": True, "SHOW_HISTORY": True}
self._line_color_cycle_colors = ["#000000"]
self._line_color_cycle = itertools.cycle(self._line_color_cycle_colors) # Black
# Blueish, Greenlike, Beigeoid, Pinkness, Orangy-Brown
self.setLineColorCycle(["#386CB0", "#7FC97F", "#FDC086", "#F0027F", "#BF5B17"])
# alternative color cycle:
# ["#e41a1c", "#377eb8", "#4daf4a", "#984ea3", "#ff7f00", "#ffff33",
# "#a65628", "#f781bf" ,"#386CB0", "#7FC97F", "#FDC086", "#F0027F", "#BF5B17"]
self._legend_items = []
self._legend_labels = []
self._x_label = x_label
self._y_label = y_label
self._limits = PlotLimits()
self._default_style = PlotStyle(
name="Default", color=None, marker="", alpha=0.8
)
self._refcase_style = PlotStyle(
name="Refcase",
alpha=0.8,
line_style="--",
marker="",
width=2.0,
enabled=self._plot_settings["SHOW_REFCASE"],
)
self._history_style = PlotStyle(
name="History",
alpha=0.8,
marker=".",
width=2.0,
enabled=self._plot_settings["SHOW_HISTORY"],
)
self._observs_style = PlotStyle(
name="Observations",
line_style="-",
alpha=0.8,
marker=".",
width=1.0,
color="#000000",
)
self._histogram_style = PlotStyle(name="Histogram", width=2.0)
self._distribution_style = PlotStyle(
name="Distribution", line_style="", marker="o", alpha=0.5, size=10.0
)
self._distribution_line_style = PlotStyle(
name="Distribution Lines", line_style="-", alpha=0.25, width=1.0
)
self._distribution_line_style.setEnabled(False)
self._current_color = None
self._legend_enabled = True
self._grid_enabled = True
self._statistics_style = {
"mean": PlotStyle("Mean", line_style=""),
"p50": PlotStyle("P50", line_style=""),
"min-max": PlotStyle("Min/Max", line_style=""),
"p10-p90": PlotStyle("P10-P90", line_style=""),
"p33-p67": PlotStyle("P33-P67", line_style=""),
"std": PlotStyle("Std dev", line_style=""),
}
self._std_dev_factor = 1 # sigma 1 is default std dev
def currentColor(self):
if self._current_color is None:
self.nextColor()
return self._current_color
def nextColor(self):
self._current_color = next(self._line_color_cycle)
return self._current_color
def setLineColorCycle(self, color_list):
self._line_color_cycle_colors = color_list
self._line_color_cycle = itertools.cycle(color_list)
def lineColorCycle(self):
return list(self._line_color_cycle_colors)
def addLegendItem(self, label, item):
self._legend_items.append(item)
self._legend_labels.append(label)
def title(self):
""":rtype: str"""
return self._title if self._title is not None else "Unnamed"
def setTitle(self, title):
self._title = title
def isUnnamed(self):
return self._title is None
def defaultStyle(self):
style = PlotStyle("Default Style")
style.copyStyleFrom(self._default_style)
style.color = self.currentColor()
return style
def observationsColor(self):
return self._observs_style.color
def observationsStyle(self):
"""@rtype: PlotStyle"""
style = PlotStyle("Observations Style")
style.copyStyleFrom(self._observs_style)
return style
def refcaseStyle(self):
"""@rtype: PlotStyle"""
style = PlotStyle("Refcase Style")
style.copyStyleFrom(self._refcase_style)
return style
def historyStyle(self):
"""@rtype: PlotStyle"""
style = PlotStyle("History Style")
style.copyStyleFrom(self._history_style)
return style
def histogramStyle(self):
"""@rtype: PlotStyle"""
style = PlotStyle("Histogram Style")
style.copyStyleFrom(self._histogram_style)
style.color = self.currentColor()
return style
def distributionStyle(self):
"""@rtype: PlotStyle"""
style = PlotStyle("Distribution Style")
style.copyStyleFrom(self._distribution_style)
style.color = self.currentColor()
return style
def distributionLineStyle(self):
"""@rtype: ert_gui.plottery.PlotStyle"""
style = PlotStyle("Distribution Line Style")
style.copyStyleFrom(self._distribution_line_style)
return style
def xLabel(self):
return self._x_label
def yLabel(self):
return self._y_label
def legendItems(self):
return self._legend_items
def legendLabels(self):
return self._legend_labels
def setXLabel(self, label):
self._x_label = label
def setYLabel(self, label):
self._y_label = label
def setObservationsEnabled(self, enabled):
self._observs_style.setEnabled(enabled)
def isObservationsEnabled(self):
return self._observs_style.isEnabled()
def setRefcaseEnabled(self, enabled):
self._refcase_style.setEnabled(enabled)
def isRefcaseEnabled(self):
return self._refcase_style.isEnabled()
def setHistoryEnabled(self, enabled):
self._history_style.setEnabled(enabled)
def isHistoryEnabled(self):
return self._history_style.isEnabled()
def isLegendEnabled(self):
return self._legend_enabled
def isDistributionLineEnabled(self):
return self._distribution_line_style.isEnabled()
def setDistributionLineEnabled(self, enabled):
self._distribution_line_style.setEnabled(enabled)
def setStandardDeviationFactor(self, value):
self._std_dev_factor = value
def getStandardDeviationFactor(self):
return self._std_dev_factor
def setLegendEnabled(self, enabled):
self._legend_enabled = enabled
def isGridEnabled(self):
return self._grid_enabled
def setGridEnabled(self, enabled):
self._grid_enabled = enabled
def setStatisticsStyle(self, statistic, style):
"""
@type statistic: str
@type style: PlotStyle
"""
statistics_style = self._statistics_style[statistic]
statistics_style.line_style = style.line_style
statistics_style.marker = style.marker
statistics_style.width = style.width
statistics_style.size = style.size
def getStatisticsStyle(self, statistic):
style = self._statistics_style[statistic]
copy_style = PlotStyle(style.name)
copy_style.copyStyleFrom(style)
copy_style.color = self.currentColor()
return copy_style
def setRefcaseStyle(self, style):
"""@type style: PlotStyle"""
self._refcase_style.line_style = style.line_style
self._refcase_style.marker = style.marker
self._refcase_style.width = style.width
self._refcase_style.size = style.size
def setHistoryStyle(self, style):
"""@type style: PlotStyle"""
self._history_style.line_style = style.line_style
self._history_style.marker = style.marker
self._history_style.width = style.width
self._history_style.size = style.size
def setObservationsColor(self, color):
self._observs_style.color = color
def setObservationsStyle(self, style):
"""@type style: PlotStyle"""
self._observs_style.line_style = style.line_style
self._observs_style.marker = style.marker
self._observs_style.width = style.width
self._observs_style.size = style.size
def setDefaultStyle(self, style):
"""@type style: PlotStyle"""
self._default_style.line_style = style.line_style
self._default_style.marker = style.marker
self._default_style.width = style.width
self._default_style.size = style.size
@property
def limits(self):
"""@rtype: PlotLimits"""
limits = PlotLimits()
limits.copyLimitsFrom(self._limits)
return limits
@limits.setter
def limits(self, value):
"""@type value: PlotLimits"""
self._limits.copyLimitsFrom(value)
def copyConfigFrom(self, other):
"""
:type other: PlotConfig
"""
self._default_style.copyStyleFrom(other._default_style, copy_enabled_state=True)
self._refcase_style.copyStyleFrom(other._refcase_style, copy_enabled_state=True)
self._history_style.copyStyleFrom(other._history_style, copy_enabled_state=True)
self._histogram_style.copyStyleFrom(
other._histogram_style, copy_enabled_state=True
)
self._observs_style.copyStyleFrom(other._observs_style, copy_enabled_state=True)
self._distribution_style.copyStyleFrom(
other._distribution_style, copy_enabled_state=True
)
self._distribution_line_style.copyStyleFrom(
other._distribution_line_style, copy_enabled_state=True
)
self._statistics_style["mean"].copyStyleFrom(
other._statistics_style["mean"], copy_enabled_state=True
)
self._statistics_style["p50"].copyStyleFrom(
other._statistics_style["p50"], copy_enabled_state=True
)
self._statistics_style["min-max"].copyStyleFrom(
other._statistics_style["min-max"], copy_enabled_state=True
)
self._statistics_style["p10-p90"].copyStyleFrom(
other._statistics_style["p10-p90"], copy_enabled_state=True
)
self._statistics_style["p33-p67"].copyStyleFrom(
other._statistics_style["p33-p67"], copy_enabled_state=True
)
self._statistics_style["std"].copyStyleFrom(
other._statistics_style["std"], copy_enabled_state=True
)
self._std_dev_factor = other._std_dev_factor
self._legend_enabled = other._legend_enabled
self._grid_enabled = other._grid_enabled
self.setLineColorCycle(other._line_color_cycle_colors)
self._legend_items = other._legend_items[:]
self._legend_labels = other._legend_labels[:]
self._x_label = other._x_label
self._y_label = other._y_label
self._limits.copyLimitsFrom(other._limits)
if other._title is not None:
self._title = other._title
@classmethod
def createCopy(cls, other):
copy = PlotConfig(other._plot_settings)
copy.copyConfigFrom(other)
return copy
def __init__(self, title="Unnamed", x_label=None, y_label=None):
super(PlotConfig, self).__init__()
self.__title = title
self.__line_color_cycle_colors = ["#000000"]
self.__line_color_cycle = itertools.cycle(self.__line_color_cycle_colors) #Black
# Blueish, Greenlike, Beigeoid, Pinkness, Orangy-Brown
self.setLineColorCycle(["#386CB0", "#7FC97F", "#FDC086", "#F0027F", "#BF5B17"])
self.__legend_items = []
self.__legend_labels = []
self.__x_label = x_label
self.__y_label = y_label
self.__default_style = PlotStyle(name="Default", color=None, alpha=0.8)
self.__refcase_style = PlotStyle(name="Refcase", alpha=0.8, marker="x", width=2.0)
self.__observation_style = PlotStyle(name="Observations")
self.__histogram_style = PlotStyle(name="Histogram", width=2.0)
self.__distribution_style = PlotStyle(name="Distribution", line_style="", marker="o", alpha=0.5, width=10.0)
self.__distribution_line_style = PlotStyle(name="Distribution Lines", line_style="-", alpha=0.25, width=1.0)
self.__distribution_line_style.setEnabled(False)
self.__current_color = None
self.__legend_enabled = True
self.__grid_enabled = True
self.__date_support_active = True
self.__statistics_style = {
"mean": PlotStyle("Mean", line_style=""),
"p50": PlotStyle("P50", line_style=""),
"min-max": PlotStyle("Min/Max", line_style=""),
"p10-p90": PlotStyle("P10-P90", line_style=""),
"p33-p67": PlotStyle("P33-P67", line_style="")
}
def test_plot_style_builtin_checks(self):
style = PlotStyle("Test")
style.name = None
self.assertIsNone(style.name)
style.color = "notacolor"
self.assertEqual(
style.color,
"notacolor") # maybe make this a proper check in future ?
style.line_style = None
self.assertEqual(style.line_style, "")
style.marker = None
self.assertEqual(style.marker, "")
style.width = -1
self.assertEqual(style.width, 0.0)
style.size = -1
self.assertEqual(style.size, 0.0)
style.alpha = 1.1
self.assertEqual(style.alpha, 1.0)
style.alpha = -0.1
self.assertEqual(style.alpha, 0.0)
style.setEnabled(False)
self.assertFalse(style.isEnabled())
def defaultStyle(self):
style = PlotStyle("Default Style")
style.copyStyleFrom(self.__default_style)
style.color = self.currentColor()
return style
def test_plot_config(self):
ps = PlotSettings()
plot_config = PlotConfig(ps, "Golden Sample", x_label="x", y_label="y")
limits = PlotLimits()
limits.count_limits = 1, 2
limits.depth_limits = 3, 4
limits.density_limits = 5, 6
limits.date_limits = datetime.date(2005, 2,
5), datetime.date(2006, 2, 6)
limits.index_limits = 7, 8
limits.value_limits = 9.0, 10.0
plot_config.limits = limits
self.assertEqual(plot_config.limits, limits)
plot_config.setDistributionLineEnabled(True)
plot_config.setLegendEnabled(False)
plot_config.setGridEnabled(False)
plot_config.setRefcaseEnabled(False)
plot_config.setObservationsEnabled(False)
style = PlotStyle("test_style",
line_style=".",
marker="g",
width=2.5,
size=7.5)
plot_config.setDefaultStyle(style)
plot_config.setRefcaseStyle(style)
plot_config.setStatisticsStyle("mean", style)
plot_config.setStatisticsStyle("min-max", style)
plot_config.setStatisticsStyle("p50", style)
plot_config.setStatisticsStyle("p10-p90", style)
plot_config.setStatisticsStyle("p33-p67", style)
plot_config.setStatisticsStyle("std", style)
copy_of_plot_config = PlotConfig(ps, "Copy of Golden Sample")
copy_of_plot_config.copyConfigFrom(plot_config)
self.assertEqual(plot_config.isLegendEnabled(),
copy_of_plot_config.isLegendEnabled())
self.assertEqual(plot_config.isGridEnabled(),
copy_of_plot_config.isGridEnabled())
self.assertEqual(plot_config.isObservationsEnabled(),
copy_of_plot_config.isObservationsEnabled())
self.assertEqual(plot_config.isDistributionLineEnabled(),
copy_of_plot_config.isDistributionLineEnabled())
self.assertEqual(plot_config.refcaseStyle(),
copy_of_plot_config.refcaseStyle())
self.assertEqual(plot_config.observationsStyle(),
copy_of_plot_config.observationsStyle())
self.assertEqual(plot_config.histogramStyle(),
copy_of_plot_config.histogramStyle())
self.assertEqual(plot_config.defaultStyle(),
copy_of_plot_config.defaultStyle())
self.assertEqual(plot_config.currentColor(),
copy_of_plot_config.currentColor())
self.assertEqual(plot_config.getStatisticsStyle("mean"),
copy_of_plot_config.getStatisticsStyle("mean"))
self.assertEqual(plot_config.getStatisticsStyle("min-max"),
copy_of_plot_config.getStatisticsStyle("min-max"))
self.assertEqual(plot_config.getStatisticsStyle("p50"),
copy_of_plot_config.getStatisticsStyle("p50"))
self.assertEqual(plot_config.getStatisticsStyle("p10-p90"),
copy_of_plot_config.getStatisticsStyle("p10-p90"))
self.assertEqual(plot_config.getStatisticsStyle("p33-p67"),
copy_of_plot_config.getStatisticsStyle("p33-p67"))
self.assertEqual(plot_config.getStatisticsStyle("std"),
copy_of_plot_config.getStatisticsStyle("std"))
self.assertEqual(plot_config.title(), copy_of_plot_config.title())
self.assertEqual(plot_config.limits, copy_of_plot_config.limits)
plot_config.currentColor() # cycle state will not be copied
plot_config.nextColor()
copy_of_plot_config = PlotConfig(ps, "Another Copy of Golden Sample")
copy_of_plot_config.copyConfigFrom(plot_config)
self.assertEqual(plot_config.refcaseStyle(),
copy_of_plot_config.refcaseStyle())
self.assertEqual(plot_config.observationsStyle(),
copy_of_plot_config.observationsStyle())
self.assertNotEqual(plot_config.histogramStyle(),
copy_of_plot_config.histogramStyle())
self.assertNotEqual(plot_config.defaultStyle(),
copy_of_plot_config.defaultStyle())
self.assertNotEqual(plot_config.currentColor(),
copy_of_plot_config.currentColor())
self.assertNotEqual(plot_config.getStatisticsStyle("mean"),
copy_of_plot_config.getStatisticsStyle("mean"))
self.assertNotEqual(plot_config.getStatisticsStyle("min-max"),
copy_of_plot_config.getStatisticsStyle("min-max"))
self.assertNotEqual(plot_config.getStatisticsStyle("p50"),
copy_of_plot_config.getStatisticsStyle("p50"))
self.assertNotEqual(plot_config.getStatisticsStyle("p10-p90"),
copy_of_plot_config.getStatisticsStyle("p10-p90"))
self.assertNotEqual(plot_config.getStatisticsStyle("p33-p67"),
copy_of_plot_config.getStatisticsStyle("p33-p67"))
self.assertNotEqual(plot_config.getStatisticsStyle("std"),
copy_of_plot_config.getStatisticsStyle("std"))
def observationsStyle(self):
""" @rtype: PlotStyle """
style = PlotStyle("Observations Style")
style.copyStyleFrom(self.__observation_style)
return style
