def testQgsGraduatedSymbolRenderer_3(self):
        """Test QgsGraduatedSymbolRenderer: Reading attribute data, calculating classes """

        # Create a renderer
        renderer = QgsGraduatedSymbolRenderer()
        symbol = createMarkerSymbol()
        renderer.setSourceSymbol(symbol.clone())

        # Test retrieving data values from a layer
        ml = createMemoryLayer((1.2, 0.5, 5.0, 1.0, 1.0, 1.2))

        renderer.setClassAttribute("value")
        # Equal interval calculations
        renderer.updateClasses(ml, renderer.EqualInterval, 3)
        self.assertEqual(
            dumpRangeBreaks(renderer.ranges()),
            '(0.5000-2.0000,2.0000-3.5000,3.5000-5.0000,)',
            'Equal interval classification not correct')

        # Quantile classes
        renderer.updateClasses(ml, renderer.Quantile, 3)
        self.assertEqual(
            dumpRangeBreaks(renderer.ranges()),
            '(0.5000-1.0000,1.0000-1.2000,1.2000-5.0000,)',
            'Quantile classification not correct')
        renderer.updateClasses(ml, renderer.Quantile, 4)
        self.assertEqual(
            dumpRangeBreaks(renderer.ranges()),
            '(0.5000-1.0000,1.0000-1.1000,1.1000-1.2000,1.2000-5.0000,)',
            'Quantile classification not correct')
    def testQgsGraduatedSymbolRenderer_1(self):
        """Test QgsGraduatedSymbolRenderer: Basic get/set functions """

        # Create a renderer
        renderer = QgsGraduatedSymbolRenderer()

        symbol = createMarkerSymbol()
        renderer.setSourceSymbol(symbol.clone())
        self.assertEqual(symbol.dump(),
                         renderer.sourceSymbol().dump(),
                         "Get/set renderer source symbol")

        attr = '"value"*"value"'
        renderer.setClassAttribute(attr)
        self.assertEqual(attr, renderer.classAttribute(),
                         "Get/set renderer class attribute")

        for m in (
                QgsGraduatedSymbolRenderer.Custom,
                QgsGraduatedSymbolRenderer.EqualInterval,
                QgsGraduatedSymbolRenderer.Quantile,
                QgsGraduatedSymbolRenderer.Jenks,
                QgsGraduatedSymbolRenderer.Pretty,
                QgsGraduatedSymbolRenderer.StdDev,
        ):
            renderer.setMode(m)
            self.assertEqual(m, renderer.mode(), "Get/set renderer mode")

        format = createLabelFormat()
        renderer.setLabelFormat(format)
        self.assertEqual(dumpLabelFormat(format),
                         dumpLabelFormat(renderer.labelFormat()),
                         "Get/set renderer label format")

        ramp = createColorRamp()
        renderer.setSourceColorRamp(ramp)
        self.assertEqual(dumpColorRamp(ramp),
                         dumpColorRamp(renderer.sourceColorRamp()),
                         "Get/set renderer color ramp")

        renderer.setSourceColorRamp(ramp)
        self.assertEqual(dumpColorRamp(ramp),
                         dumpColorRamp(renderer.sourceColorRamp()),
                         "Get/set renderer color ramp")

        # test for classificatio with varying size
        renderer.setGraduatedMethod(QgsGraduatedSymbolRenderer.GraduatedSize)
        renderer.setSourceColorRamp(None)
        renderer.addClassLowerUpper(0, 2)
        renderer.addClassLowerUpper(2, 4)
        renderer.addClassLowerUpper(4, 6)
        renderer.setSymbolSizes(2, 13)
        self.assertEqual(renderer.maxSymbolSize(), 13)
        self.assertEqual(renderer.minSymbolSize(), 2)
        refSizes = [2, (13 + 2) * .5, 13]
        ctx = QgsRenderContext()
        for idx, symbol in enumerate(renderer.symbols(ctx)):
            self.assertEqual(symbol.size(), refSizes[idx])
    def testQgsGraduatedSymbolRenderer_1(self):
        """Test QgsGraduatedSymbolRenderer: Basic get/set functions """

        # Create a renderer
        renderer = QgsGraduatedSymbolRenderer()

        symbol = createMarkerSymbol()
        renderer.setSourceSymbol(symbol.clone())
        self.assertEqual(symbol.dump(), renderer.sourceSymbol().dump(), "Get/set renderer source symbol")

        attr = '"value"*"value"'
        renderer.setClassAttribute(attr)
        self.assertEqual(attr, renderer.classAttribute(), "Get/set renderer class attribute")

        for m in (
            QgsGraduatedSymbolRenderer.Custom,
            QgsGraduatedSymbolRenderer.EqualInterval,
            QgsGraduatedSymbolRenderer.Quantile,
            QgsGraduatedSymbolRenderer.Jenks,
            QgsGraduatedSymbolRenderer.Pretty,
            QgsGraduatedSymbolRenderer.StdDev,
        ):
            renderer.setMode(m)
            self.assertEqual(m, renderer.mode(), "Get/set renderer mode")

        format = createLabelFormat()
        renderer.setLabelFormat(format)
        self.assertEqual(
            dumpLabelFormat(format),
            dumpLabelFormat(renderer.labelFormat()),
            "Get/set renderer label format")

        ramp = createColorRamp()
        renderer.setSourceColorRamp(ramp)
        self.assertEqual(
            dumpColorRamp(ramp),
            dumpColorRamp(renderer.sourceColorRamp()),
            "Get/set renderer color ramp")

        renderer.setSourceColorRamp(ramp)
        self.assertEqual(
            dumpColorRamp(ramp),
            dumpColorRamp(renderer.sourceColorRamp()),
            "Get/set renderer color ramp")

        # test for classificatio with varying size
        renderer.setGraduatedMethod(QgsGraduatedSymbolRenderer.GraduatedSize)
        renderer.setSourceColorRamp(None)
        renderer.addClassLowerUpper(0, 2)
        renderer.addClassLowerUpper(2, 4)
        renderer.addClassLowerUpper(4, 6)
        renderer.setSymbolSizes(2, 13)
        self.assertEqual(renderer.maxSymbolSize(), 13)
        self.assertEqual(renderer.minSymbolSize(), 2)
        refSizes = [2, (13 + 2) * .5, 13]
        ctx = QgsRenderContext()
        for idx, symbol in enumerate(renderer.symbols(ctx)):
            self.assertEqual(symbol.size(), refSizes[idx])
Exemple #4
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    def testQgsGraduatedSymbolRenderer_3(self):
        """Test QgsGraduatedSymbolRenderer: Reading attribute data, calculating classes """

        # Create a renderer
        renderer = QgsGraduatedSymbolRenderer()
        symbol = createMarkerSymbol()
        renderer.setSourceSymbol(symbol.clone())

        # Test retrieving data values from a layer
        ml = createMemoryLayer((1.2, 0.5, 5.0, 1.0, 1.0, 1.2))
        # ... by attribute
        renderer.setClassAttribute("value")
        self.assertEqual(renderer.classAttribute(), "value",
                         "Error in set/get classAttribute")
        data = renderer.getDataValues(ml)
        datastr = ':'.join([str(x) for x in data])
        self.assertEqual(datastr, '1.2:0.5:5.0:1.0:1.0:1.2',
                         "Error returning field data")
        # ... by expression
        renderer.setClassAttribute('"value"*"value"')
        self.assertEqual(renderer.classAttribute(), '"value"*"value"',
                         "Error in set/get classAttribute")
        data = renderer.getDataValues(ml)
        datastr = ':'.join([str(x) for x in data])
        self.assertEqual(datastr, '1.44:0.25:25.0:1.0:1.0:1.44',
                         "Error returning field expression")

        renderer.setClassAttribute("value")
        # Equal interval calculations
        renderer.updateClasses(ml, renderer.EqualInterval, 3)
        self.assertEqual(dumpRangeBreaks(renderer.ranges()),
                         '(0.5000-2.0000,2.0000-3.5000,3.5000-5.0000,)',
                         'Equal interval classification not correct')

        # Quantile classes
        renderer.updateClasses(ml, renderer.Quantile, 3)
        self.assertEqual(dumpRangeBreaks(renderer.ranges()),
                         '(0.5000-1.0000,1.0000-1.2000,1.2000-5.0000,)',
                         'Quantile classification not correct')
        renderer.updateClasses(ml, renderer.Quantile, 4)
        self.assertEqual(
            dumpRangeBreaks(renderer.ranges()),
            '(0.5000-1.0000,1.0000-1.1000,1.1000-1.2000,1.2000-5.0000,)',
            'Quantile classification not correct')
    def testQgsGraduatedSymbolRenderer_3(self):
        """Test QgsGraduatedSymbolRenderer: Reading attribute data, calculating classes """

        # Create a renderer
        renderer = QgsGraduatedSymbolRenderer()
        symbol = createMarkerSymbol()
        renderer.setSourceSymbol(symbol.clone())

        # Test retrieving data values from a layer
        ml = createMemoryLayer((1.2, 0.5, 5.0, 1.0, 1.0, 1.2))
        # ... by attribute
        renderer.setClassAttribute("value")
        self.assertEqual(renderer.classAttribute(), "value", "Error in set/get classAttribute")
        data = renderer.getDataValues(ml)
        datastr = ':'.join([str(x) for x in data])
        self.assertEqual(datastr, '1.2:0.5:5.0:1.0:1.0:1.2', "Error returning field data")
        # ... by expression
        renderer.setClassAttribute('"value"*"value"')
        self.assertEqual(renderer.classAttribute(), '"value"*"value"', "Error in set/get classAttribute")
        data = renderer.getDataValues(ml)
        datastr = ':'.join([str(x) for x in data])
        self.assertEqual(datastr, '1.44:0.25:25.0:1.0:1.0:1.44', "Error returning field expression")

        renderer.setClassAttribute("value")
        # Equal interval calculations
        renderer.updateClasses(ml, renderer.EqualInterval, 3)
        self.assertEqual(
            dumpRangeBreaks(renderer.ranges()),
            '(0.5000-2.0000,2.0000-3.5000,3.5000-5.0000,)',
            'Equal interval classification not correct')

        # Quantile classes
        renderer.updateClasses(ml, renderer.Quantile, 3)
        self.assertEqual(
            dumpRangeBreaks(renderer.ranges()),
            '(0.5000-1.0000,1.0000-1.2000,1.2000-5.0000,)',
            'Quantile classification not correct')
        renderer.updateClasses(ml, renderer.Quantile, 4)
        self.assertEqual(
            dumpRangeBreaks(renderer.ranges()),
            '(0.5000-1.0000,1.0000-1.1000,1.1000-1.2000,1.2000-5.0000,)',
            'Quantile classification not correct')
    def testQgsGraduatedSymbolRenderer_2(self):
        """Test QgsGraduatedSymbolRenderer: Adding /removing/editing classes """
        # Create a renderer
        renderer = QgsGraduatedSymbolRenderer()
        symbol = createMarkerSymbol()
        renderer.setSourceSymbol(symbol.clone())
        symbol.setColor(QColor(255, 0, 0))

        # Add class without start and end ranges

        renderer.addClass(symbol.clone())
        renderer.addClass(symbol.clone())
        renderer.updateRangeLabel(1, 'Second range')
        renderer.updateRangeLowerValue(1, 10.0)
        renderer.updateRangeUpperValue(1, 25.0)
        renderer.updateRangeRenderState(1, False)
        symbol.setColor(QColor(0, 0, 255))
        renderer.updateRangeSymbol(1, symbol.clone())

        # Add as a rangeobject
        symbol.setColor(QColor(0, 255, 0))
        range = QgsRendererRange(20.0, 25.5, symbol.clone(), 'Third range',
                                 False)
        renderer.addClassRange(range)

        # Add class by lower and upper
        renderer.addClassLowerUpper(25.5, 30.5)
        # (Update label for sorting tests)
        renderer.updateRangeLabel(3, 'Another range')

        self.assertEqual(
            dumpRangeLabels(renderer.ranges()),
            '(0.0 - 0.0,Second range,Third range,Another range,)',
            'Added ranges labels not correct')
        self.assertEqual(
            dumpRangeBreaks(renderer.ranges()),
            '(0.0000-0.0000,10.0000-25.0000,20.0000-25.5000,25.5000-30.5000,)',
            'Added ranges lower/upper values not correct')

        # Check that clone function works

        renderer2 = renderer.clone()
        self.assertEqual(dumpGraduatedRenderer(renderer),
                         dumpGraduatedRenderer(renderer2),
                         "clone function doesn't replicate renderer properly")

        # Check save and reload from Dom works

        doc = QDomDocument()
        element = renderer.save(doc)
        renderer2 = QgsGraduatedSymbolRenderer.create(element)
        self.assertEqual(
            dumpGraduatedRenderer(renderer), dumpGraduatedRenderer(renderer2),
            "Save/create from DOM doesn't replicate renderer properly")

        # Check sorting

        renderer.sortByLabel()
        self.assertEqual(
            dumpRangeList(renderer.ranges(), labelsOnly=True),
            '(0.0 - 0.0,Another range,Second range,Third range,)',
            'sortByLabel not correct')
        renderer.sortByValue()
        self.assertEqual(
            dumpRangeBreaks(renderer.ranges()),
            '(0.0000-0.0000,10.0000-25.0000,20.0000-25.5000,25.5000-30.5000,)',
            'sortByValue not correct')
        renderer.sortByValue(Qt.DescendingOrder)
        self.assertEqual(
            dumpRangeBreaks(renderer.ranges()),
            '(25.5000-30.5000,20.0000-25.5000,10.0000-25.0000,0.0000-0.0000,)',
            'sortByValue descending not correct')

        # Check deleting

        renderer.deleteClass(2)
        self.assertEqual(dumpRangeBreaks(renderer.ranges()),
                         '(25.5000-30.5000,20.0000-25.5000,0.0000-0.0000,)',
                         'deleteClass not correct')

        renderer.deleteAllClasses()
        self.assertEqual(len(renderer.ranges()), 0,
                         "deleteAllClasses didn't delete all")
    def testQgsGraduatedSymbolRenderer_2(self):
        """Test QgsGraduatedSymbolRenderer: Adding /removing/editing classes """
        # Create a renderer
        renderer = QgsGraduatedSymbolRenderer()
        symbol = createMarkerSymbol()
        renderer.setSourceSymbol(symbol.clone())
        symbol.setColor(QColor(255, 0, 0))

        # Add class without start and end ranges

        renderer.addClass(symbol.clone())
        renderer.addClass(symbol.clone())
        renderer.updateRangeLabel(1, 'Second range')
        renderer.updateRangeLowerValue(1, 10.0)
        renderer.updateRangeUpperValue(1, 25.0)
        renderer.updateRangeRenderState(1, False)
        symbol.setColor(QColor(0, 0, 255))
        renderer.updateRangeSymbol(1, symbol.clone())

        # Add as a rangeobject
        symbol.setColor(QColor(0, 255, 0))
        range = QgsRendererRange(20.0, 25.5, symbol.clone(), 'Third range', False)
        renderer.addClassRange(range)

        # Add class by lower and upper
        renderer.addClassLowerUpper(25.5, 30.5)
        # (Update label for sorting tests)
        renderer.updateRangeLabel(3, 'Another range')

        self.assertEqual(
            dumpRangeLabels(renderer.ranges()),
            '(0.0 - 0.0,Second range,Third range,Another range,)',
            'Added ranges labels not correct')
        self.assertEqual(
            dumpRangeBreaks(renderer.ranges()),
            '(0.0000-0.0000,10.0000-25.0000,20.0000-25.5000,25.5000-30.5000,)',
            'Added ranges lower/upper values not correct')

        # Check that clone function works

        renderer2 = renderer.clone()
        self.assertEqual(
            dumpGraduatedRenderer(renderer),
            dumpGraduatedRenderer(renderer2),
            "clone function doesn't replicate renderer properly"
        )

        # Check save and reload from Dom works

        doc = QDomDocument()
        element = renderer.save(doc, QgsReadWriteContext())
        renderer2 = QgsGraduatedSymbolRenderer.create(element, QgsReadWriteContext())
        self.assertEqual(
            dumpGraduatedRenderer(renderer),
            dumpGraduatedRenderer(renderer2),
            "Save/create from DOM doesn't replicate renderer properly"
        )

        # Check sorting

        renderer.sortByLabel()
        self.assertEqual(
            dumpRangeList(renderer.ranges(), labelsOnly=True),
            '(0.0 - 0.0,Another range,Second range,Third range,)',
            'sortByLabel not correct')
        renderer.sortByValue()
        self.assertEqual(
            dumpRangeBreaks(renderer.ranges()),
            '(0.0000-0.0000,10.0000-25.0000,20.0000-25.5000,25.5000-30.5000,)',
            'sortByValue not correct')
        renderer.sortByValue(Qt.DescendingOrder)
        self.assertEqual(
            dumpRangeBreaks(renderer.ranges()),
            '(25.5000-30.5000,20.0000-25.5000,10.0000-25.0000,0.0000-0.0000,)',
            'sortByValue descending not correct')

        # Check deleting

        renderer.deleteClass(2)
        self.assertEqual(
            dumpRangeBreaks(renderer.ranges()),
            '(25.5000-30.5000,20.0000-25.5000,0.0000-0.0000,)',
            'deleteClass not correct')

        renderer.deleteAllClasses()
        self.assertEqual(len(renderer.ranges()), 0, "deleteAllClasses didn't delete all")
Exemple #8
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    def testQgsGraduatedSymbolRenderer_1(self):
        """Test QgsGraduatedSymbolRenderer: Basic get/set functions """

        # Create a renderer
        renderer = QgsGraduatedSymbolRenderer()

        symbol = createMarkerSymbol()
        renderer.setSourceSymbol(symbol.clone())
        self.assertEqual(symbol.dump(),
                         renderer.sourceSymbol().dump(),
                         "Get/set renderer source symbol")

        attr = '"value"*"value"'
        renderer.setClassAttribute(attr)
        self.assertEqual(attr, renderer.classAttribute(),
                         "Get/set renderer class attribute")

        for m in (
                QgsGraduatedSymbolRenderer.Custom,
                QgsGraduatedSymbolRenderer.EqualInterval,
                QgsGraduatedSymbolRenderer.Quantile,
                QgsGraduatedSymbolRenderer.Jenks,
                QgsGraduatedSymbolRenderer.Pretty,
                QgsGraduatedSymbolRenderer.StdDev,
        ):
            renderer.setMode(m)
            self.assertEqual(m, renderer.mode(), "Get/set renderer mode")

        format = createLabelFormat()
        renderer.setLabelFormat(format)
        self.assertEqual(dumpLabelFormat(format),
                         dumpLabelFormat(renderer.labelFormat()),
                         "Get/set renderer label format")

        ramp = createColorRamp()
        renderer.setSourceColorRamp(ramp)
        self.assertEqual(dumpColorRamp(ramp),
                         dumpColorRamp(renderer.sourceColorRamp()),
                         "Get/set renderer color ramp")

        renderer.setInvertedColorRamp(True)
        self.assertTrue(renderer.invertedColorRamp(),
                        "Get/set renderer inverted color ramp")
        renderer.setInvertedColorRamp(False)
        self.assertFalse(renderer.invertedColorRamp(),
                         "Get/set renderer inverted color ramp")

        value = '"value"*2'
        exp = QgsSymbolLayerUtils.fieldOrExpressionToExpression(value)
        valuestr = QgsSymbolLayerUtils.fieldOrExpressionFromExpression(exp)
        renderer.setRotationField(value)
        self.assertEqual(valuestr, renderer.rotationField(),
                         "Get/set renderer rotation field")

        value = '"value"*3'
        exp = QgsSymbolLayerUtils.fieldOrExpressionToExpression(value)
        valuestr = QgsSymbolLayerUtils.fieldOrExpressionFromExpression(exp)
        renderer.setSizeScaleField(value)
        self.assertEqual(valuestr, renderer.sizeScaleField(),
                         "Get/set renderer size scale field")

        renderer.setSourceColorRamp(ramp)
        self.assertEqual(dumpColorRamp(ramp),
                         dumpColorRamp(renderer.sourceColorRamp()),
                         "Get/set renderer color ramp")

        for sm in (
                QgsSymbol.ScaleArea,
                QgsSymbol.ScaleDiameter,
        ):
            renderer.setScaleMethod(sm)
            self.assertEqual(str(sm), str(renderer.scaleMethod()),
                             "Get/set renderer scale method")
        # test for classificatio with varying size
        renderer.setGraduatedMethod(QgsGraduatedSymbolRenderer.GraduatedSize)
        renderer.setSourceColorRamp(None)
        renderer.addClassLowerUpper(0, 2)
        renderer.addClassLowerUpper(2, 4)
        renderer.addClassLowerUpper(4, 6)
        renderer.setSymbolSizes(2, 13)
        self.assertEqual(renderer.maxSymbolSize(), 13)
        self.assertEqual(renderer.minSymbolSize(), 2)
        refSizes = [2, (13 + 2) * .5, 13]
        ctx = QgsRenderContext()
        for idx, symbol in enumerate(renderer.symbols2(ctx)):
            self.assertEqual(symbol.size(), refSizes[idx])
    def testQgsGraduatedSymbolRenderer_1(self):
        """Test QgsGraduatedSymbolRenderer: Basic get/set functions """

        # Create a renderer
        renderer = QgsGraduatedSymbolRenderer()

        symbol = createMarkerSymbol()
        renderer.setSourceSymbol(symbol.clone())
        self.assertEqual(symbol.dump(), renderer.sourceSymbol().dump(), "Get/set renderer source symbol")

        attr = '"value"*"value"'
        renderer.setClassAttribute(attr)
        self.assertEqual(attr, renderer.classAttribute(), "Get/set renderer class attribute")

        for m in (
            QgsGraduatedSymbolRenderer.Custom,
            QgsGraduatedSymbolRenderer.EqualInterval,
            QgsGraduatedSymbolRenderer.Quantile,
            QgsGraduatedSymbolRenderer.Jenks,
            QgsGraduatedSymbolRenderer.Pretty,
            QgsGraduatedSymbolRenderer.StdDev,
        ):
            renderer.setMode(m)
            self.assertEqual(m, renderer.mode(), "Get/set renderer mode")

        format = createLabelFormat()
        renderer.setLabelFormat(format)
        self.assertEqual(
            dumpLabelFormat(format),
            dumpLabelFormat(renderer.labelFormat()),
            "Get/set renderer label format")

        ramp = createColorRamp()
        renderer.setSourceColorRamp(ramp)
        self.assertEqual(
            dumpColorRamp(ramp),
            dumpColorRamp(renderer.sourceColorRamp()),
            "Get/set renderer color ramp")

        renderer.setInvertedColorRamp(True)
        self.assertTrue(renderer.invertedColorRamp(),
                        "Get/set renderer inverted color ramp")
        renderer.setInvertedColorRamp(False)
        self.assertFalse(renderer.invertedColorRamp(),
                         "Get/set renderer inverted color ramp")

        value = '"value"*2'
        exp = QgsSymbolLayerUtils.fieldOrExpressionToExpression(value)
        valuestr = QgsSymbolLayerUtils.fieldOrExpressionFromExpression(exp)
        renderer.setRotationField(value)
        self.assertEqual(valuestr, renderer.rotationField(),
                         "Get/set renderer rotation field")

        value = '"value"*3'
        exp = QgsSymbolLayerUtils.fieldOrExpressionToExpression(value)
        valuestr = QgsSymbolLayerUtils.fieldOrExpressionFromExpression(exp)
        renderer.setSizeScaleField(value)
        self.assertEqual(valuestr, renderer.sizeScaleField(),
                         "Get/set renderer size scale field")

        renderer.setSourceColorRamp(ramp)
        self.assertEqual(
            dumpColorRamp(ramp),
            dumpColorRamp(renderer.sourceColorRamp()),
            "Get/set renderer color ramp")

        for sm in (
            QgsSymbol.ScaleArea,
            QgsSymbol.ScaleDiameter,
        ):
            renderer.setScaleMethod(sm)
            self.assertEqual(str(sm), str(renderer.scaleMethod()),
                             "Get/set renderer scale method")
        # test for classificatio with varying size
        renderer.setGraduatedMethod(QgsGraduatedSymbolRenderer.GraduatedSize)
        renderer.setSourceColorRamp(None)
        renderer.addClassLowerUpper(0, 2)
        renderer.addClassLowerUpper(2, 4)
        renderer.addClassLowerUpper(4, 6)
        renderer.setSymbolSizes(2, 13)
        self.assertEqual(renderer.maxSymbolSize(), 13)
        self.assertEqual(renderer.minSymbolSize(), 2)
        refSizes = [2, (13 + 2) * .5, 13]
        ctx = QgsRenderContext()
        for idx, symbol in enumerate(renderer.symbols2(ctx)):
            self.assertEqual(symbol.size(), refSizes[idx])
class LayerBase(QgsVectorLayer):
    """QGIS layer base class (read-only memory based).

        :param fileName: path to input file
        :param storageFormat: storage format for layer (Memory or SQLite)
    """
    def __init__(self, fileName, storageFormat):
        self._fileName = fileName
        self._layerName = os.path.splitext(os.path.basename(self._fileName))[0]
        self.storageFormat = storageFormat

        # create point layer (WGS-84, EPSG:4326)
        super(LayerBase, self).__init__('Point?crs=epsg:4326', self._layerName,
                                        "memory")

        self._aliases = []  # list of attribute aliases
        self._provider = self.dataProvider()

        # import errors
        self._errs = {}

        # layer is empty, no data loaded
        self._loaded = False
        self.metadata = None

        # layer type not defined
        self.layerType = None

        # style
        self._style = Style()
        self._renderer = None

    def load(self, reader):
        """Load input data by specified reader.

        :param reader: reader class used for reading input data
        """
        if self._loaded:
            return  # data already loaded

        # create progress bar widget
        progressMessageBar = iface.messageBar().createMessage(
            self.tr("Loading data..."))
        progress = QtWidgets.QProgressBar()
        progress.setMaximum(100)
        progressMessageBar.layout().addWidget(progress)
        iface.messageBar().pushWidget(progressMessageBar, Qgis.Info)

        # load items as new point features (inform user about progress)
        i = 0
        count = reader.count()
        start = time.clock()
        prev = None  # previous feature

        self.startEditing()
        for item in reader:
            i += 1

            if i == 1 and not self._aliases:
                # set attributes from data item if needed
                self._aliases = self._setAttrbsDefs(
                    limit=item.keys(), defs=reader.attributeDefs())
            feat = self._item2feat(item)
            if not feat:
                # error appeared
                continue
            feat.setId(i)
            self.addFeature(feat)

            if i % 100 == 0:
                percent = i / float(count) * 100
                progress.setValue(percent)

        # add features (attributes recalculated if requested)
        self.commitChanges()

        if self.storageFormat != "memory":
            self._writeToOgrDataSource()
            self.reload()

        # finish import
        endtime = time.clock() - start
        progress.setValue(100)
        iface.messageBar().clearWidgets()

        if self._errs:
            # report errors if any
            iface.messageBar().pushMessage(
                self.tr("Info"),
                self.
                tr("{} invalid measurement(s) skipped (see message log for details)"
                   ).format(sum(self._errs.values())),
                level=Qgis.Info,
                duration=5)

            for attr in list(self._errs.keys()):
                QgsMessageLog.logMessage(
                    "{}: {} measurement(s) skipped (invalid {})".format(
                        self._fileName, self._errs[attr], attr),
                    tag=PLUGIN_NAME)

        # inform user about successful import
        iface.messageBar().pushMessage(
            self.tr("Data loaded"),
            self.tr("{} features loaded (in {:.2f} sec).").format(
                self.featureCount(), endtime),
            level=Qgis.Success,
            duration=3)

        # data loaded (avoid multiple imports)
        self._loaded = True

        # switch to read-only mode
        self.setReadOnly(True)

    def _writeToOgrDataSource(self):
        fileExt = self.storageFormat.lower()
        filePath = os.path.splitext(self._fileName)[0] + '.{}'.format(fileExt)
        writer, msg = QgsVectorFileWriter.writeAsVectorFormat(
            self,
            filePath,
            self._provider.encoding(),
            self._provider.crs(),
            driverName=self.storageFormat)
        if writer != QgsVectorFileWriter.NoError:
            raise LoadError(
                self.tr("Unable to create SQLite datasource: {}").format(msg))

        # set datasource to new OGR datasource
        self.setDataSource(filePath, self._layerName, 'ogr')
        self._provider = self.dataProvider()

        # create metadata layer
        if self.metadata and 'table' in self.metadata:
            ds = ogr.Open(filePath, True)
            layer_name = self.metadata['table']
            layer = ds.GetLayerByName(layer_name)
            if layer is None:
                layer = ds.CreateLayer(layer_name, None, ogr.wkbNone)
            layer_defn = layer.GetLayerDefn()
            if 'columns' in self.metadata:
                for key in self.metadata['columns']:
                    field = ogr.FieldDefn(key, ogr.OFTString)
                    layer.CreateField(field)

                feat = ogr.Feature(layer_defn)
                for key, value in list(self.metadata['columns'].items()):
                    feat.SetField(key, value)
                layer.CreateFeature(feat)
                feat = None

    def _addError(self, etype):
        """Add error message.

        :param etype: error type (HDOP, SAT, ...)
        """
        if etype not in self._errs:
            self._errs[etype] = 0
        self._errs[etype] += 1

    def _item2feat(self, item):
        """Create QgsFeature from data item.
        """
        raise NotImplementedError()

    def _setAttrbsDefs(self, limit=[], defs=None):
        """Set attributes definition from CSV file if available.

        :param limit: limit to list of attributes

        :returns: list of aliases
        """
        def addAttribute(row, attrbs, aliases):
            attrbs.append(
                QgsField(row['attribute'],
                         eval("QVariant.{}".format(row['qtype']))))
            if 'alias' in row and row['alias']:
                aliases.append(row['alias'].replace('_', ' '))

        def processAttributes(csv_attrbs, limit):
            attrbs = []
            aliases = []

            if limit:
                # limit attributes based on input file (first feature) - ERS/PEI format specific
                for name in limit:
                    # first try full name match
                    found = False
                    for row in csv_attrbs:
                        if row['attribute'] == name:
                            addAttribute(row, attrbs, aliases)
                            found = True
                            break
                    if found:
                        continue
                    for row in csv_attrbs:
                        # full name match is not required see
                        # https://gitlab.com/opengeolabs/qgis-radiation-toolbox-plugin/issues/41#note_136183930
                        if row['attribute'] == name[:len(
                                row['attribute']
                        )] or name == row['attribute'][:len(name)]:
                            row_modified = copy.copy(row)
                            row_modified[
                                'attribute'] = name  # force (full) attribute name from input file
                            if row_modified['alias']:
                                row_modified['alias'] = '{} ({})'.format(
                                    name, row_modified['alias'])
                            addAttribute(row_modified, attrbs, aliases)
                            break
            else:
                # add all attributes
                for row in csv_attrbs:
                    addAttribute(row, attrbs, aliases)

            return attrbs, aliases

        if not defs:
            # predefined attributes (CSV file)
            # Safecast, ERS
            csv_file = self._attributesCSVFile()
            if not os.path.exists(csv_file):
                return []

            with open(csv_file) as fd:
                csv_attrbs = list(csv.DictReader(fd, delimiter=';'))
                attrbs, aliases = processAttributes(csv_attrbs, limit)
        else:
            # data-driven attributes
            # PEI
            attrbs, aliases = processAttributes(defs, limit)

        if limit and len(attrbs) != len(limit):
            raise LoadError("Number of attributes differs {} vs {}".format(
                len(attrbs), len(limit)))

        if aliases and self.storageFormat != "memory":
            aliases.insert(0, "FID")

        # set attributes
        self._provider.addAttributes(attrbs)
        self.updateFields()

        return aliases

    def setAliases(self):
        """Set aliases
        """
        for i in range(0, len(self._aliases)):
            self.setFieldAlias(i, self._aliases[i])

    def setStyle(self, idx):
        """Set layer style.

        :param int idx: style (combobox) index
        """
        try:
            style = self._style[idx]
        except (IndexError, KeyError):
            return None
        if 'file' in style:
            # QML style
            stylePath = style['file']
            if not os.path.isfile(stylePath):
                raise StyleError(
                    self.tr("Style '{}' not found").format(stylePath))
            self.loadNamedStyle(stylePath)
        elif 'colorramp' in style:
            if not self._renderer:
                # symbol (store transparent)
                symbol = QgsSymbol.defaultSymbol(self.geometryType())
                symbol.symbolLayer(0).setStrokeColor(QColor("transparent"))

                # renderer
                self._renderer = QgsGraduatedSymbolRenderer()
                self._renderer.setSourceSymbol(symbol)
                print(self._renderer.sourceSymbol())
                self._renderer.setClassAttribute(style['attribute'])
                self._renderer.setMode(
                    QgsGraduatedSymbolRenderer.EqualInterval)
                self._renderer.updateClasses(
                    self, QgsGraduatedSymbolRenderer.EqualInterval,
                    style['classes'])
                self.setRenderer(self._renderer)

            self._renderer.updateColorRamp(style['colorramp'])
        else:
            raise StyleError(self.tr("Undefined style"))

    def style(self):
        """Get style.

        :return: style class
        """
        return self._style

    def _attributesCSVFile(self):
        return os.path.join(
            os.path.dirname(__file__),
            os.path.splitext(inspect.getfile(self.__class__))[0] + '.csv')