Charting and Model Diagrams

Tests of the SVG charting library and the model diagram renderers built on it.

Charting

ChartBehaviourTests

Jube.Test.Charting.ChartBehaviourTests — 43 tests.

Test	Kind	Verifies
`NaNValuesInALineBecomeGapsNotInvalidPathData`	Fact	Na n values in a line become gaps not invalid path data.
`InfinityAndNaNInEveryPositionNeverLeakIntoOutput`	Fact	Infinity and na n in every position never leak into output.
`AllNaNSeriesRenderANoDataChart`	Fact	All na n series render a no data chart.
`EmptyChartsRenderWithoutThrowing`	Fact	Empty charts render without throwing.
`IsolatedPointsBetweenGapsAreStillDrawn`	Fact	Isolated points between gaps are still drawn.
`PointCapThrowsAClearException`	Fact	Point cap throws a clear exception.
`PointCapAppliesAcrossSeries`	Fact	Point cap applies across series.
`MaximumPointsRenderWithinTheOutputCap`	Fact	Maximum points render within the output cap.
`SeriesCategoryAndScoredObservationCapsThrow`	Fact	Series category and scored observation caps throw.
`HeatmapCellCapThrows`	Fact	Heatmap cell cap throws.
`MismatchedInputsThrowSpecificationExceptions`	Fact	Mismatched inputs throw specification exceptions.
`LegendIsShownForManySeriesAndHiddenForOne`	Fact	Legend is shown for many series and hidden for one.
`LegendPositionsAllRender`	Theory	Legend positions all render.
`ManyLegendEntriesWrapOntoRows`	Fact	Many legend entries wrap onto rows.
`NegativeValuesDrawBarsBelowTheBaseline`	Fact	Negative values draw bars below the baseline.
`StackedColumnsShowTotalsInTooltips`	Fact	Stacked columns show totals in tooltips.
`ErrorBarsAreDrawnWhenSupplied`	Fact	Error bars are drawn when supplied.
`PieFoldsTheTailIntoOther`	Fact	Pie folds the tail into other.
`SingleSliceDonutRendersAFullRing`	Fact	Single slice donut renders a full ring.
`HistogramFromRawValuesCountsEveryValue`	Fact	Histogram from raw values counts every value.
`HistogramEdgeValuesLandInTheLastBin`	Fact	Histogram edge values land in the last bin.
`HistogramOverlaysTwoSeriesWithSharedEdges`	Fact	Histogram overlays two series with shared edges.
`PrecomputedHistogramBinsRender`	Fact	Precomputed histogram bins render.
`HeatmapUsesSequentialAndDivergingClasses`	Fact	Heatmap uses sequential and diverging classes.
`HeatmapLegendBarHasOneBlockPerBin`	Fact	Heatmap legend bar has one block per bin.
`ConfusionMatrixTooltipsCarryRowAndColumnPercentages`	Fact	Confusion matrix tooltips carry row and column percentages.
`ConfusionMatrixFromPredictionsCounts`	Fact	Confusion matrix from predictions counts.
`ConfusionMatrixMustBeSquare`	Fact	Confusion matrix must be square.
`RocLegendCarriesAucAndChanceDiagonalAndThresholdMarks`	Fact	Roc legend carries auc and chance diagonal and threshold marks.
`PrecisionRecallCarriesAverageAndNoSkillBaseline`	Fact	Precision recall carries average and no skill baseline.
`CalibrationHasIdealDiagonalAndCountStrip`	Fact	Calibration has ideal diagonal and count strip.
`LearningCurveHasCrosshairBandsAndBestMarker`	Fact	Learning curve has crosshair bands and best marker.
`PredictedVersusActualDrawsTheIdentityLine`	Fact	Predicted versus actual draws the identity line.
`LogAxesRenderDecades`	Fact	Log axes render decades.
`LogAxisDropsNonPositiveValuesAsGaps`	Fact	Log axis drops non positive values as gaps.
`PointLabelsAppearInTooltips`	Fact	Point labels appear in tooltips.
`PerSeriesColoursOverrideThePalette`	Fact	Per series colours override the palette.
`SummaryDescribesTheChart`	Fact	Summary describes the chart.
`CustomDescriptionOverridesTheSummary`	Fact	Custom description overrides the summary.
`CurveMathMatchesHandComputedAnswers`	Fact	Curve math matches hand computed answers.
`CurveMathRejectsSingleClassAndMismatchedInput`	Fact	Curve math rejects single class and mismatched input.
`CalibrationBinsAndEceAreCorrect`	Fact	Calibration bins and ece are correct.
`LargeScoredInputsAreThinnedToBoundedCurves`	Fact	Large scored inputs are thinned to bounded curves.

ChartFamilyTests

Jube.Test.Charting.ChartFamilyTests — 34 tests.

Test	Kind	Verifies
`SplineLinesUseCubicSegmentsAndStraightLinesDoNot`	Fact	Spline lines use cubic segments and straight lines do not.
`DataLabelsAppearOnLinesAndStackedTotalsOnColumns`	Fact	Data labels appear on lines and stacked totals on columns.
`SplineDoesNotOvershootMonotoneData`	Fact	Spline does not overshoot monotone data.
`SplineBreaksAtGaps`	Fact	Spline breaks at gaps.
`SecondaryAxisRendersItsOwnLabelsAndTitle`	Fact	Secondary axis renders its own labels and title.
`BandsLinesAndAnnotationsAreDrawn`	Fact	Bands lines and annotations are drawn.
`VerticalBandsAndLinesWorkOnNumericAxes`	Fact	Vertical bands and lines work on numeric axes.
`PercentStackedAreaHasAHundredPercentAxis`	Fact	Percent stacked area has a hundred percent axis.
`PercentStackedColumnsShowSharesAndAHundredPercentAxis`	Fact	Percent stacked columns show shares and a hundred percent axis.
`RangeBarsSpanFromTo`	Fact	Range bars span from to.
`PerPointColoursAreAppliedToBars`	Fact	Per point colours are applied to bars.
`ComboCombinesColumnsLinesAndASecondaryAxis`	Fact	Combo combines columns lines and a secondary axis.
`ComboSeriesMustMatchCategories`	Fact	Combo series must match categories.
`TrendLinesCarryTheRegressionAndSeriesColour`	Fact	Trend lines carry the regression and series colour.
`BoxPlotQuartilesMatchKnownAnswers`	Fact	Box plot quartiles match known answers.
`BoxPlotWhiskersStopAtTheFencesAndOutliersAreCounted`	Fact	Box plot whiskers stop at the fences and outliers are counted.
`BoxPlotWithNoValuesRenders`	Fact	Box plot with no values renders.
`CandlesSplitRisingAndFalling`	Fact	Candles split rising and falling.
`OhlcDrawsTicksInsteadOfBodies`	Fact	Ohlc draws ticks instead of bodies.
`WaterfallRunningTotalsAreCorrect`	Fact	Waterfall running totals are correct.
`FunnelShowsConversionAgainstFirstAndPreviousStage`	Fact	Funnel shows conversion against first and previous stage.
`RadarNeedsThreeAxesAndRejectsMismatchedSeries`	Fact	Radar needs three axes and rejects mismatched series.
`RadarDrawsRingsSpokesAndFilledPolygons`	Fact	Radar draws rings spokes and filled polygons.
`PolarConvertsAnglesClockwiseFromTop`	Fact	Polar converts angles clockwise from top.
`GaugeShowsValueTargetAndClampsOutOfRangeValues`	Fact	Gauge shows value target and clamps out of range values.
`GaugeWithNonFiniteValueFallsBackToTheMinimum`	Fact	Gauge with non finite value falls back to the minimum.
`BulletDrawsRangesBarsAndTargets`	Fact	Bullet draws ranges bars and targets.
`LinearGaugeIsAThickBullet`	Fact	Linear gauge is a thick bullet.
`SparklineGapsBreakTheLine`	Fact	Sparkline gaps break the line.
`SparklineIsCompactAndTransparentByDefault`	Fact	Sparkline is compact and transparent by default.
`SquarifyConservesAreaAndProportions`	Fact	Squarify conserves area and proportions.
`TreemapTooltipsShowShares`	Fact	Treemap tooltips show shares.
`GanttMilestonesAndProgressRender`	Fact	Gantt milestones and progress render.
`EveryFamilyRendersWithEmptyInput`	Fact	Every family renders with empty input.

ChartGoldenTests

Jube.Test.Charting.ChartGoldenTests — 2 tests.

Test	Kind	Verifies
`SnapshotMatchesTheApprovedSvg`	Theory	Snapshot matches the approved svg.
`EverySnapshotResourceHasASample`	Fact	Every snapshot resource has a sample.

ChartSafetyTests

Jube.Test.Charting.ChartSafetyTests — 14 tests.

Test	Kind	Verifies
`OutputIsWellFormedAndSafe`	Theory	Output is well formed and safe.
`IdenticalSpecificationsRenderIdenticalBytes`	Theory	Identical specifications render identical bytes.
`EveryChartCarriesBothThemesAndResponsiveMetadata`	Theory	Every chart carries both themes and responsive metadata.
`EveryChartHasHoverCssTooltipsAndKeyboardFocus`	Theory	Every chart has hover css tooltips and keyboard focus.
`StylesAreScopedToTheChartClass`	Theory	Styles are scoped to the chart class.
`SparklinesAreFocusableWithNativeTitles`	Fact	Sparklines are focusable with native titles.
`LegendAndMarkSharedSeriesClassesAreLinked`	Fact	Legend and mark shared series classes are linked.
`DifferentChartsOnOnePageGetDifferentClasses`	Fact	Different charts on one page get different classes.
`ExplicitIdIsUsedAsClassAndPrefix`	Fact	Explicit id is used as class and prefix.
`InvalidIdIsRejected`	Fact	Invalid id is rejected.
`ResponsiveOmitsSizeAndFixedSetsIt`	Fact	Responsive omits size and fixed sets it.
`ExplicitThemeSetsTheDataThemeAttribute`	Fact	Explicit theme sets the data theme attribute.
`NonInteractiveChartsCarryNoTooltipsOrFocus`	Fact	Non interactive charts carry no tooltips or focus.
`TooltipsStayInsideTheChart`	Fact	Tooltips stay inside the chart.

InjectionTests

Jube.Test.Charting.InjectionTests — 8 tests.

Test	Kind	Verifies
`HostileTextNeverProducesMarkup`	Theory	Hostile text never produces markup.
`ScriptTextAppearsOnlyEscaped`	Fact	Script text appears only escaped.
`CdataTerminatorIsEscaped`	Fact	Cdata terminator is escaped.
`ControlCharactersAreRemovedFromText`	Fact	Control characters are removed from text.
`RightToLeftTextIsKeptButOverridesAreStripped`	Fact	Right to left text is kept but overrides are stripped.
`InvalidColoursAreRejected`	Theory	Invalid colours are rejected.
`ValidColoursAreNormalisedIntoTheStylesheet`	Fact	Valid colours are normalised into the stylesheet.
`LongTextIsTruncatedWithAnEllipsis`	Fact	Long text is truncated with an ellipsis.

ScaleTests

Jube.Test.Charting.ScaleTests — 9 tests.

Test	Kind	Verifies
`LinearMapsAndInvertsBack`	Theory	Linear maps and inverts back.
`LinearMapsEndpoints`	Fact	Linear maps endpoints.
`DegenerateDomainIsPadded`	Fact	Degenerate domain is padded.
`NonFiniteBoundsAreRejected`	Fact	Non finite bounds are rejected.
`LogRoundTrips`	Theory	Log round trips.
`LogPlacesDecadesEvenlyAndRejectsNonPositive`	Fact	Log places decades evenly and rejects non positive.
`TimeScaleRoundTrips`	Fact	Time scale round trips.
`BandScaleLaysOutBandsAndInverts`	Fact	Band scale lays out bands and inverts.
`BandScaleNeedsABand`	Fact	Band scale needs a band.

TextMetricsTests

Jube.Test.Charting.TextMetricsTests — 5 tests.

Test	Kind	Verifies
`WidthGrowsWithLengthAndFontSize`	Fact	Width grows with length and font size.
`NarrowGlyphsAreNarrowerThanWideOnes`	Fact	Narrow glyphs are narrower than wide ones.
`TruncationAddsAnEllipsisAndRespectsTheWidth`	Fact	Truncation adds an ellipsis and respects the width.
`TruncationNeverSplitsSurrogatePairsOrClusters`	Fact	Truncation never splits surrogate pairs or clusters.
`TinyWidthsGiveEmptyOrEllipsis`	Fact	Tiny widths give empty or ellipsis.

ThemeTests

Jube.Test.Charting.ThemeTests — 7 tests.

Test	Kind	Verifies
`TextTokensMeetContrastOnTheirSurfaces`	Theory	Text tokens meet contrast on their surfaces.
`OnColourTextMeetsContrastOnEveryRampCell`	Theory	On colour text meets contrast on every ramp cell.
`CategoricalSeriesAreVisibleAgainstTheSurface`	Theory	Categorical series are visible against the surface.
`PalettesHaveTheDocumentedShape`	Fact	Palettes have the documented shape.
`SequentialRampsAreMonotonicInLightness`	Fact	Sequential ramps are monotonic in lightness.
`DivergingArmsMeetInANeutralMidpoint`	Fact	Diverging arms meet in a neutral midpoint.
`ColourParsingAcceptsOnlyHex`	Fact	Colour parsing accepts only hex.

TickTests

Jube.Test.Charting.TickTests — 12 tests.

Test	Kind	Verifies
`ExtendedWilkinsonKnownAnswers`	Theory	Extended wilkinson known answers.
`LooseTicksAlwaysCoverTheData`	Theory	Loose ticks always cover the data.
`TicksAreEvenlySpacedAndIncreasing`	Fact	Ticks are evenly spaced and increasing.
`ReversedAndDegenerateBoundsAreHandled`	Fact	Reversed and degenerate bounds are handled.
`NonFiniteBoundsAreRejected`	Fact	Non finite bounds are rejected.
`LogTicksAreDecades`	Fact	Log ticks are decades.
`TimeTicksAlignToCalendarMonths`	Fact	Time ticks align to calendar months.
`TimeTicksUseClockLabelsWithinADay`	Fact	Time ticks use clock labels within a day.
`TimeTicksUseYearsForLongSpans`	Fact	Time ticks use years for long spans.
`AxisLabelsUseCompactSuffixes`	Theory	Axis labels use compact suffixes.
`ValueFormattingIsInvariantAndBounded`	Theory	Value formatting is invariant and bounded.
`ValueFormattingIgnoresCurrentCulture`	Fact	Value formatting ignores current culture.

Charting diagrams

CoefficientDiagramTests

Jube.Test.Charting.Diagrams.CoefficientDiagramTests — 13 tests.

Test	Kind	Verifies
`RowsAreSortedByMagnitudeByDefault`	Fact	Rows are sorted by magnitude by default.
`SortModesOrderRowsAsDeclared`	Fact	Sort modes order rows as declared.
`SignificanceComesFromPValuesOrTheIntervalOrIsAssumedWhenUnknown`	Fact	Significance comes from p values or the interval or is assumed when unknown.
`IntervalsAreDerivedFromStandardErrors`	Fact	Intervals are derived from standard errors.
`OddsRatioColumnExponentiatesTheCoefficients`	Fact	Odds ratio column exponentiates the coefficients.
`LogScaleDrawsTheReferenceAtOne`	Fact	Log scale draws the reference at one.
`FilledAndHollowMarkersFollowSignificance`	Fact	Filled and hollow markers follow significance.
`MarkersAreOrderedLikeTheirEstimates`	Fact	Markers are ordered like their estimates.
`LargeInputsAreElidedToTheRowCapWithANote`	Fact	Large inputs are elided to the row cap with a note.
`EnormousInputThrowsDiagramTooLarge`	Fact	Enormous input throws diagram too large.
`MalformedSpecificationsAreRejected`	Fact	Malformed specifications are rejected.
`HoverRowsTooltipsAndFocusAreEmitted`	Fact	Hover rows tooltips and focus are emitted.
`RenderingIsDeterministic`	Fact	Rendering is deterministic.

ComponentsDiagramTests

Jube.Test.Charting.Diagrams.ComponentsDiagramTests — 9 tests.

Test	Kind	Verifies
`ScreeBarsAreProportionalToExplainedVariance`	Fact	Scree bars are proportional to explained variance.
`LoadingsHeatmapHasOneCellPerFeatureAndComponentWithSymmetricColours`	Fact	Loadings heatmap has one cell per feature and component with symmetric colours.
`FeaturesKeepTheirDeclaredOrder`	Fact	Features keep their declared order.
`HoverLinksTheScreeBarsAndTheHeatmapColumns`	Fact	Hover links the scree bars and the heatmap columns.
`ManyFeaturesAndComponentsAreElidedWithNotes`	Fact	Many features and components are elided with notes.
`ClustersAreSortedBySizeWithProportionalBars`	Fact	Clusters are sorted by size with proportional bars.
`ClusterFeatureColumnsAreCappedToTheWidestSpread`	Fact	Cluster feature columns are capped to the widest spread.
`InvalidCombinationsAndLimitsAreReported`	Fact	Invalid combinations and limits are reported.
`RenderingIsDeterministic`	Fact	Rendering is deterministic.

DiagramGoldenTests

Jube.Test.Charting.Diagrams.DiagramGoldenTests — 2 tests.

Test	Kind	Verifies
`SnapshotMatchesTheApprovedSvg`	Theory	Snapshot matches the approved svg.
`EverySnapshotResourceHasASample`	Fact	Every snapshot resource has a sample.

DiagramInjectionTests

Jube.Test.Charting.Diagrams.DiagramInjectionTests — 5 tests.

Test	Kind	Verifies
`HostileTextNeverProducesMarkup`	Theory	Hostile text never produces markup.
`ScriptTextAppearsOnlyEscapedInEveryDiagram`	Fact	Script text appears only escaped in every diagram.
`CdataTerminatorsAndQuotesAreEscapedInEveryDiagram`	Fact	Cdata terminators and quotes are escaped in every diagram.
`ControlCharactersAndBidirectionalOverridesAreRemovedInEveryDiagram`	Fact	Control characters and bidirectional overrides are removed in every diagram.
`StylesheetBreakoutAttemptsCannotEscapeTheStyleElement`	Theory	Stylesheet breakout attempts cannot escape the style element.

DiagramSafetyTests

Jube.Test.Charting.Diagrams.DiagramSafetyTests — 7 tests.

Test	Kind	Verifies
`EverySampleIsWellFormedSafeAndDeterministic`	Theory	Every sample is well formed safe and deterministic.
`EverySampleCarriesAccessibleTitleDescriptionAndBothThemes`	Theory	Every sample carries accessible title description and both themes.
`EverySampleHasKeyboardFocusableMarksWithTooltipsAndHoverRules`	Theory	Every sample has keyboard focusable marks with tooltips and hover rules.
`NonInteractiveOutputDropsMarksAndTooltipsButStaysValid`	Fact	Non interactive output drops marks and tooltips but stays valid.
`ChartIdsAreValidatedAndIdenticalDiagramsShareAClass`	Fact	Chart ids are validated and identical diagrams share a class.
`DarkAndLightOverridesWorkOnEveryFamily`	Fact	Dark and light overrides work on every family.
`SizeIsResponsiveByDefaultAndFixedOnRequest`	Fact	Size is responsive by default and fixed on request.

DistributionPanelsTests

Jube.Test.Charting.Diagrams.DistributionPanelsTests — 7 tests.

Test	Kind	Verifies
`NormalDensityPeaksAtTheMeanAndIntegratesToOne`	Fact	Normal density peaks at the mean and integrates to one.
`EveryPanelGetsHoverColumnsWithAllSeriesInTheTooltip`	Fact	Every panel gets hover columns with all series in the tooltip.
`HistogramSeriesReportTheHeightOfTheBinUnderTheCursor`	Fact	Histogram series report the height of the bin under the cursor.
`ColumnsPerPanelShrinkAsPanelsGrowSoMarksStayWithinBudget`	Fact	Columns per panel shrink as panels grow so marks stay within budget.
`TooManyPanelsSeriesOrPointsThrowDiagramTooLarge`	Fact	Too many panels series or points throw diagram too large.
`MalformedSpecificationsAreRejected`	Fact	Malformed specifications are rejected.
`RenderingIsDeterministic`	Fact	Rendering is deterministic.

ForestOfTreesTests

Jube.Test.Charting.Diagrams.ForestOfTreesTests — 6 tests.

Test	Kind	Verifies
`OnlyTheFirstTreesAreDrawnInCompactMode`	Fact	Only the first trees are drawn in compact mode.
`EachTreeGetsItsOwnPanelAndHoverScope`	Fact	Each tree gets its own panel and hover scope.
`ImportanceBarsAreSortedAndProportional`	Fact	Importance bars are sorted and proportional.
`ImportancesBeyondTheCapAreTruncatedToTheLargest`	Fact	Importances beyond the cap are truncated to the largest.
`ForestRenderingIsDeterministic`	Fact	Forest rendering is deterministic.
`InvalidForestsAreRejected`	Fact	Invalid forests are rejected.

GraphDiagramTests

Jube.Test.Charting.Diagrams.GraphDiagramTests — 16 tests.

Test	Kind	Verifies
`DiamondHasThreeLevelsAndNoCrossings`	Fact	Diamond has three levels and no crossings.
`ChainIsAStraightVerticalLine`	Fact	Chain is a straight vertical line.
`NaiveBayesPutsTheClassAboveEveryFeature`	Fact	Naive bayes puts the class above every feature.
`TreeAugmentedStructureKeepsEdgesBetweenDeclaredNodesAndDoesNotCross`	Fact	Tree augmented structure keeps edges between declared nodes and does not cross.
`CyclesAreBrokenByReversalAndStillDrawn`	Fact	Cycles are broken by reversal and still drawn.
`CrossingReductionFindsTheOrderWithoutCrossings`	Fact	Crossing reduction finds the order without crossings.
`CompleteBipartiteGraphHasTheMinimumPossibleCrossings`	Fact	Complete bipartite graph has the minimum possible crossings.
`LongEdgesRouteThroughIntermediateLevels`	Fact	Long edges route through intermediate levels.
`StateGraphUsesACircleWithSelfLoopsAndCurvedEdges`	Fact	State graph uses a circle with self loops and curved edges.
`EveryLayoutPointIsFiniteAndInsideTheCanvas`	Fact	Every layout point is finite and inside the canvas.
`UndirectedGraphsHaveNoArrowheads`	Fact	Undirected graphs have no arrowheads.
`HoverRulesTooltipsAndRolesAreEmitted`	Fact	Hover rules tooltips and roles are emitted.
`RenderingIsDeterministic`	Fact	Rendering is deterministic.
`TooManyNodesOrTooWideALevelThrowsDiagramTooLarge`	Fact	Too many nodes or too wide a level throws diagram too large.
`MalformedSpecificationsAndUnknownLayoutsAreRejected`	Fact	Malformed specifications and unknown layouts are rejected.
`IsolatedNodesAndSingleNodeGraphsRender`	Fact	Isolated nodes and single node graphs render.

MembershipFunctionsTests

Jube.Test.Charting.Diagrams.MembershipFunctionsTests — 8 tests.

Test	Kind	Verifies
`TriangleMembershipMatchesTheDefinition`	Theory	Triangle membership matches the definition.
`ShouldersAndOtherShapesEvaluateCorrectly`	Fact	Shoulders and other shapes evaluate correctly.
`EverySetIsDrawnWithFuzzificationColumnsAndRuleLinks`	Fact	Every set is drawn with fuzzification columns and rule links.
`DeterministicOutput`	Fact	Deterministic output.
`InvalidParametersAreSpecificationErrors`	Fact	Invalid parameters are specification errors.
`RulesMustReferToDeclaredSets`	Fact	Rules must refer to declared sets.
`UnknownShapesAreNotSupported`	Fact	Unknown shapes are not supported.
`TooManyVariablesSetsOrRulesThrowDiagramTooLarge`	Fact	Too many variables sets or rules throw diagram too large.

NetworkDetailTests

Jube.Test.Charting.Diagrams.NetworkDetailTests — 18 tests.

Test	Kind	Verifies
`AutoChoosesTheDetailFromTheSize`	Theory	Auto chooses the detail from the size.
`AnUnweightedHugeNetworkIsElidedNeverADensityViewBecauseThereAreNoMagnitudes`	Fact	An unweighted huge network is elided never a density view because there are no magnitudes.
`TheLibraryDefaultIsUnchangedSoExistingDiagramsAreByteIdentical`	Fact	The library default is unchanged so existing diagrams are byte identical.
`ARaisedCapShowsEveryNodeOfAModerateNetworkWithoutAggregatesOrWeightLabels`	Fact	A raised cap shows every node of a moderate network without aggregates or weight labels.
`ElidedKeepsTheStrongestConnectionsAndSaysWhatWasLeftOut`	Fact	Elided keeps the strongest connections and says what was left out.
`TheDensityViewStatesLayersElementsWeightsAndDensityAndDrawsAHeatmapPerLayerPair`	Fact	The density view states layers elements weights and density and draws a heatmap per layer pair.
`DensityCellsAggregateMeanMagnitudeAndStrongestWeightExactly`	Fact	Density cells aggregate mean magnitude and strongest weight exactly.
`DensityCellsAreAggregatedWhenTheLayersAreWide`	Fact	Density cells are aggregated when the layers are wide.
`LargeNetworksRenderQuicklyAndWithinTheOutputCaps`	Theory	Large networks render quickly and within the output caps.
`TheDensityViewIsInteractiveEvenWhenTheNetworkIsHuge`	Fact	The density view is interactive even when the network is huge.
`ANetworkWithNoFiniteWeightsIsStillRefusedInTheDensityView`	Fact	A network with no finite weights is still refused in the density view.
`TooManyLayersIsStillTooLargeInTheDensityView`	Fact	Too many layers is still too large in the density view.
`AnUnweightedNetworkInTheDensityViewShowsTheBlocksWithoutHeatmaps`	Fact	An unweighted network in the density view shows the blocks without heatmaps.
`EachDetailCanBeForcedAndTheSmallNetworkStillRenders`	Fact	Each detail can be forced and the small network still renders.
`HostileLayerNamesAndLabelsCannotInjectMarkupInTheDensityView`	Fact	Hostile layer names and labels cannot inject markup in the density view.
`DensityOutputIsDeterministic`	Fact	Density output is deterministic.
`EmphasisShadesInputsAddsAKeyAndHoverDetail`	Fact	Emphasis shades inputs adds a key and hover detail.
`EmphasisWithoutATitleOrOutsideZeroToOneIsRejectedOrIgnored`	Fact	Emphasis without a title or outside zero to one is rejected or ignored.

NetworkDiagramTests

Jube.Test.Charting.Diagrams.NetworkDiagramTests — 18 tests.

Test	Kind	Verifies
`XorNetworkHasTheDeclaredShape`	Fact	Xor network has the declared shape.
`XorRendersWellFormedSafeSvgWithLabelsAndBiases`	Fact	Xor renders well formed safe svg with labels and biases.
`EdgeTooltipsExplainWhatTheColourMeans`	Fact	Edge tooltips explain what the colour means.
`RenderingIsDeterministic`	Fact	Rendering is deterministic.
`LayersAreOrderedLeftToRightAndNodesKeepDeclaredOrder`	Fact	Layers are ordered left to right and nodes keep declared order.
`NoNodesOverlapAndEdgesConnectDeclaredNodes`	Fact	No nodes overlap and edges connect declared nodes.
`WideNetworkElidesToTheCapsWithAggregateNodes`	Fact	Wide network elides to the caps with aggregate nodes.
`StrongestConnectionsSurviveElision`	Fact	Strongest connections survive elision.
`UnweightedNetworksAreThinnedToTheEdgeBudgetByShrinkingLayers`	Fact	Unweighted networks are thinned to the edge budget by shrinking layers.
`TooManyLayersThrowsDiagramTooLarge`	Fact	Too many layers throws diagram too large.
`EnormousInputThrowsDiagramTooLarge`	Fact	Enormous input throws diagram too large.
`ANetworkWithNoFiniteWeightsIsNotSupported`	Fact	A network with no finite weights is not supported.
`MalformedSpecificationsThrowSpecificationExceptions`	Fact	Malformed specifications throw specification exceptions.
`HoverCssTooltipsAndFocusAreEmitted`	Fact	Hover css tooltips and focus are emitted.
`NodesCarryTheirNeighboursForHighlighting`	Fact	Nodes carry their neighbours for highlighting.
`ThemeCanBeForced`	Fact	Theme can be forced.
`NonInteractiveOutputHasNoMarksOrTooltips`	Fact	Non interactive output has no marks or tooltips.
`RolesAreDistinguishedByColourClassAndLegend`	Fact	Roles are distinguished by colour class and legend.

TreeDiagramTests

Jube.Test.Charting.Diagrams.TreeDiagramTests — 14 tests.

Test	Kind	Verifies
`BalancedBinaryTreeIsSymmetric`	Fact	Balanced binary tree is symmetric.
`ParentsAreCentredOverTheirChildren`	Fact	Parents are centred over their children.
`LayersAreOrderedByDepthAndNodesNeverOverlap`	Fact	Layers are ordered by depth and nodes never overlap.
`LeftRightOrientationFlowsHorizontally`	Fact	Left right orientation flows horizontally.
`DepthCapCollapsesSubtreesIntoCountedTriangles`	Fact	Depth cap collapses subtrees into counted triangles.
`TooManyDrawnNodesReducesTheDepthGracefully`	Fact	Too many drawn nodes reduces the depth gracefully.
`EdgesCarryYesNoLabelsAndSampleFractions`	Fact	Edges carry yes no labels and sample fractions.
`RegressionTreesShowValuesWithoutALegend`	Fact	Regression trees show values without a legend.
`ASingleLeafTreeRenders`	Fact	A single leaf tree renders.
`HoverPathRulesTooltipsAndFocusAreEmitted`	Fact	Hover path rules tooltips and focus are emitted.
`RenderingIsDeterministic`	Fact	Rendering is deterministic.
`HugeInputThrowsDiagramTooLarge`	Fact	Huge input throws diagram too large.
`ImpossibleBranchingAndClassCountsAreNotSupported`	Fact	Impossible branching and class counts are not supported.
`MalformedSpecificationsThrowSpecificationExceptions`	Fact	Malformed specifications throw specification exceptions.

Charting external

ChartStylesheetTests

Jube.Test.Charting.External.ChartStylesheetTests — 12 tests.

Test	Kind	Verifies
`StylesheetMatchesTheApprovedGolden`	Fact	Stylesheet matches the approved golden.
`TheCommittedAppStylesheetHasNotDriftedFromTheGenerator`	Fact	The committed app stylesheet has not drifted from the generator.
`TheLayoutIncludesTheStylesheetOnceWithTheVersion`	Fact	The layout includes the stylesheet once with the version.
`EveryClassUsedByEveryExternalSampleIsASelectorInTheStylesheet`	Fact	Every class used by every external sample is a selector in the stylesheet.
`EveryHostileTextChartOnlyUsesKnownClasses`	Fact	Every hostile text chart only uses known classes.
`VersionIsStableAndEightHexDigits`	Fact	Version is stable and eight hex digits.
`MinifiedAndReadableVariantsHaveTheSameRules`	Fact	Minified and readable variants have the same rules.
`StylesheetIsDeterministic`	Fact	Stylesheet is deterministic.
`StylesheetContainsNoMarkupImportsOrUrls`	Fact	Stylesheet contains no markup imports or urls.
`EveryCustomPropertyWithoutAFallbackIsDeclared`	Fact	Every custom property without a fallback is declared.
`ThemingHooksAreAllInTheSharedFile`	Fact	Theming hooks are all in the shared file.
`RulesNeverLeakBetweenChartsOnAPage`	Fact	Rules never leak between charts on a page.

ExternalGoldenTests

Jube.Test.Charting.External.ExternalGoldenTests — 2 tests.

Test	Kind	Verifies
`SnapshotMatchesTheApprovedSvg`	Theory	Snapshot matches the approved svg.
`EverySnapshotResourceHasASample`	Fact	Every snapshot resource has a sample.

ExternalInjectionTests

Jube.Test.Charting.External.ExternalInjectionTests — 3 tests.

Test	Kind	Verifies
`HostileTextNeverProducesMarkupInExternalMode`	Theory	Hostile text never produces markup in external mode.
`HostileIdsAreStillRejectedInExternalMode`	Fact	Hostile ids are still rejected in external mode.
`InvalidColoursAreRejectedInExternalMode`	Theory	Invalid colours are rejected in external mode.

ExternalStyleTests

Jube.Test.Charting.External.ExternalStyleTests — 16 tests.

Test	Kind	Verifies
`EverySampleRendersWellFormedWithoutAStyleElement`	Theory	Every sample renders well formed without a style element.
`OutputIsDeterministic`	Theory	Output is deterministic.
`ClassesAreStableAndNeverHashed`	Theory	Classes are stable and never hashed.
`OutputIsSmallerThanInline`	Theory	Output is smaller than inline.
`SizesAcrossAllSamplesAreMateriallySmaller`	Fact	Sizes across all samples are materially smaller.
`InlineIsTheDefaultAndKeepsItsStyleElement`	Fact	Inline is the default and keeps its style element.
`ExternalStylesShortcutMatchesTheOption`	Fact	External styles shortcut matches the option.
`EveryBuilderAndDiagramAcceptsTheStyleMode`	Fact	Every builder and diagram accepts the style mode.
`DefaultPaletteChartsCarryNoStyleAttribute`	Fact	Default palette charts carry no style attribute.
`CustomSeriesColoursAreCustomPropertiesOnTheRootOnly`	Fact	Custom series colours are custom properties on the root only.
`PerPointColoursUseTheSeriesCustomPropertyOnTheMark`	Fact	Per point colours use the series custom property on the mark.
`ExplicitIdsKeepTheTitleAndDescriptionIdsUniquePerChart`	Fact	Explicit ids keep the title and description ids unique per chart.
`ExplicitThemeStaysAnAttributeOnTheRoot`	Fact	Explicit theme stays an attribute on the root.
`FacetPanelsAreNestedExternalCharts`	Fact	Facet panels are nested external charts.
`EveryFamilyClassIsDocumentedByTheStylesheet`	Fact	Every family class is documented by the stylesheet.
`SeriesClassesBeyondEightStillResolveAgainstTheStylesheet`	Fact	Series classes beyond eight still resolve against the stylesheet.

Charting more

BandChartTests

Jube.Test.Charting.More.BandChartTests — 11 tests.

Test	Kind	Verifies
`RegressionMatchesTheIndependentReference`	Fact	Regression matches the independent reference.
`RegressionIntervalsMatchTheIndependentReference`	Theory	Regression intervals match the independent reference.
`QuadraticRegressionRecoversExactCoefficients`	Fact	Quadratic regression recovers exact coefficients.
`RegressionRejectsBadInput`	Fact	Regression rejects bad input.
`ForecastIsDashedAndCarriesBothBandsAndMarkers`	Fact	Forecast is dashed and carries both bands and markers.
`NaNValuesBreakLinesAndBandsIntoGaps`	Fact	Na n values break lines and bands into gaps.
`RangeSelectorClipsTheMainPlotAndShowsTheWindow`	Fact	Range selector clips the main plot and shows the window.
`ErrorBarsAppearForPointsAndTooltipsCarryThem`	Fact	Error bars appear for points and tooltips carry them.
`StepSeriesRenderHorizontalThenVerticalSegments`	Fact	Step series render horizontal then vertical segments.
`BadSpecificationsAndCapsAreEnforced`	Fact	Bad specifications and caps are enforced.
`EmptyChartsRenderNoData`	Fact	Empty charts render no data.

CalendarTests

Jube.Test.Charting.More.CalendarTests — 6 tests.

Test	Kind	Verifies
`EveryDayOfEveryYearGetsACellAndDataDaysGetMarks`	Fact	Every day of every year gets a cell and data days get marks.
`CellsAreLaidOutByWeekColumnAndWeekdayRow`	Fact	Cells are laid out by week column and weekday row.
`DuplicateDatesAreAggregatedAndMissingOrNonFiniteValuesAreSkipped`	Fact	Duplicate dates are aggregated and missing or non finite values are skipped.
`DomainAndLegendReflectTheRange`	Fact	Domain and legend reflect the range.
`CapsSpecsAndEmptyAreHandled`	Fact	Caps specs and empty are handled.
`HeightGrowsWithTheNumberOfYears`	Fact	Height grows with the number of years.

DistributionTests

Jube.Test.Charting.More.DistributionTests — 13 tests.

Test	Kind	Verifies
`SilvermanBandwidthMatchesTheIndependentReference`	Fact	Silverman bandwidth matches the independent reference.
`QuantilesUseTheLinearInterpolationDefinition`	Fact	Quantiles use the linear interpolation definition.
`KernelDensityMatchesTheIndependentReference`	Theory	Kernel density matches the independent reference.
`DensityIntegratesToOneAndBandwidthOverrideIsUsed`	Fact	Density integrates to one and bandwidth override is used.
`BinnedEstimateForLargeSamplesTracksTheExactOne`	Fact	Binned estimate for large samples tracks the exact one.
`EcdfStepsAreCumulativeSharesWithTies`	Fact	Ecdf steps are cumulative shares with ties.
`DegenerateSamplesStillGetAPositiveBandwidth`	Fact	Degenerate samples still get a positive bandwidth.
`DensityChartShowsBandwidthAndKeepsTheFillOutOfTheTooltip`	Fact	Density chart shows bandwidth and keeps the fill out of the tooltip.
`EcdfChartHasBandsAndComplementaryForm`	Fact	Ecdf chart has bands and complementary form.
`ViolinDrawsOneShapeBoxAndMedianPerGroup`	Fact	Violin draws one shape box and median per group.
`ViolinHandlesEmptyAndSingleValueGroups`	Fact	Violin handles empty and single value groups.
`RidgelineDrawsOneRidgePerGroupAndValidatesOverlap`	Fact	Ridgeline draws one ridge per group and validates overlap.
`CapsAreEnforcedAcrossDistributionCharts`	Fact	Caps are enforced across distribution charts.

DotSlopeTests

Jube.Test.Charting.More.DotSlopeTests — 9 tests.

Test	Kind	Verifies
`DotPlotSortsByTheChosenSeriesAndDrawsOneDotPerValue`	Fact	Dot plot sorts by the chosen series and draws one dot per value.
`LollipopDrawsStemsAndDumbbellDrawsConnectorsWithChange`	Fact	Lollipop draws stems and dumbbell draws connectors with change.
`VerticalDotPlotsAndMissingValuesRender`	Fact	Vertical dot plots and missing values render.
`DotChartsRejectBadSpecifications`	Fact	Dot charts reject bad specifications.
`RanksUseCompetitionRankingAndSkipMissingValues`	Fact	Ranks use competition ranking and skip missing values.
`LabelSpreadingEnforcesTheGapAndStaysInBounds`	Fact	Label spreading enforces the gap and stays in bounds.
`BumpChartShowsRankInsideEveryPointAndSmoothCurves`	Fact	Bump chart shows rank inside every point and smooth curves.
`SlopeChartLabelsBothEndsAndTooltipCarriesChange`	Fact	Slope chart labels both ends and tooltip carries change.
`MissingPointsBreakTheLineAndBadSpecsAreRejected`	Fact	Missing points break the line and bad specs are rejected.

FacetChartTests

Jube.Test.Charting.More.FacetChartTests — 7 tests.

Test	Kind	Verifies
`EveryPanelIsANestedChartWithItsOwnHoverAndUniqueIds`	Fact	Every panel is a nested chart with its own hover and unique ids.
`SharedScalesGiveEveryPanelTheSameAxisAndFreeScalesDoNot`	Fact	Shared scales give every panel the same axis and free scales do not.
`GridGrowsTheCanvasWhenPanelsWouldBeTooSmall`	Fact	Grid grows the canvas when panels would be too small.
`GenericPanelsHistogramAndColumnPanelsWork`	Fact	Generic panels histogram and column panels work.
`ForeignPanelImplementationsAreRejected`	Fact	Foreign panel implementations are rejected.
`BadSpecificationsCapsAndEmptyAreHandled`	Fact	Bad specifications caps and empty are handled.
`OutputSizeCapStopsRunawayFacets`	Fact	Output size cap stops runaway facets.

MatrixTests

Jube.Test.Charting.More.MatrixTests — 9 tests.

Test	Kind	Verifies
`HierarchicalOrderMatchesTheHandWorkedTinyMatrix`	Fact	Hierarchical order matches the hand worked tiny matrix.
`OrderIsAPermutationAndDeterministicForLargerInput`	Fact	Order is a permutation and deterministic for larger input.
`TinyAndInvalidInputsAreHandled`	Fact	Tiny and invalid inputs are handled.
`RectangularRowsClusterTheirNearestNeighboursTogether`	Fact	Rectangular rows cluster their nearest neighbours together.
`CorrelationMatrixIsClusteredIntoBlocksAndKeepsGivenOrderWhenAsked`	Fact	Correlation matrix is clustered into blocks and keeps given order when asked.
`CorrelationCellsCarryPearsonValues`	Fact	Correlation cells carry pearson values.
`AdjacencyIsSymmetricUnlessDirectedAndClustersCommunities`	Fact	Adjacency is symmetric unless directed and clusters communities.
`MatrixRejectsBadInputAndEnforcesCaps`	Fact	Matrix rejects bad input and enforces caps.
`RectangularMatrixClustersRowsAndColumnsIndependently`	Fact	Rectangular matrix clusters rows and columns independently.

MoreChartTests

Jube.Test.Charting.More.MoreChartTests — 4 tests.

Test	Kind	Verifies
`EverySampleIsWellFormedAndSafe`	Theory	Every sample is well formed and safe.
`EverySampleIsDeterministic`	Theory	Every sample is deterministic.
`EverySampleHasHoverCssKeyboardFocusAndAria`	Theory	Every sample has hover css keyboard focus and aria.
`EverySampleRendersInBothForcedThemes`	Theory	Every sample renders in both forced themes.

MoreGoldenTests

Jube.Test.Charting.More.MoreGoldenTests — 2 tests.

Test	Kind	Verifies
`SnapshotMatchesTheApprovedSvg`	Theory	Snapshot matches the approved svg.
`EverySnapshotResourceHasASample`	Fact	Every snapshot resource has a sample.

MoreInjectionTests

Jube.Test.Charting.More.MoreInjectionTests — 5 tests.

Test	Kind	Verifies
`HostileTextNeverProducesMarkup`	Theory	Hostile text never produces markup.
`ScriptTextAppearsOnlyEscapedInEveryTextSlotOfANewChart`	Fact	Script text appears only escaped in every text slot of a new chart.
`InvalidColoursAreRejectedByNewCharts`	Theory	Invalid colours are rejected by new charts.
`ChartIdsAreValidatedAndForcedThemesAreApplied`	Fact	Chart ids are validated and forced themes are applied.
`IdenticalChartsShareAClassAndDifferentChartsDoNot`	Fact	Identical charts share a class and different charts do not.

ParallelChartTests

Jube.Test.Charting.More.ParallelChartTests — 6 tests.

Test	Kind	Verifies
`EveryRowIsAHoverableLineWithTooltipAndDimmingRules`	Fact	Every row is a hoverable line with tooltip and dimming rules.
`EachColumnIsScaledIndependently`	Fact	Each column is scaled independently.
`CategoricalColumnsAreOrderedAndNaNBreaksLines`	Fact	Categorical columns are ordered and na n breaks lines.
`InvertedAxesFlipTheDirection`	Fact	Inverted axes flip the direction.
`ManyRowsFallBackToPlainLinesWithoutMarks`	Fact	Many rows fall back to plain lines without marks.
`BadSpecificationsAndCapsAreEnforced`	Fact	Bad specifications and caps are enforced.

SankeyTests

Jube.Test.Charting.More.SankeyTests — 8 tests.

Test	Kind	Verifies
`NodeTotalsAreTheSumsOfTheirLinks`	Fact	Node totals are the sums of their links.
`NodeHoverHighlightsTheWholeFlowThroughItAndNoOtherLinks`	Fact	Node hover highlights the whole flow through it and no other links.
`LinkHoverHighlightsItsUpstreamAndDownstreamLinks`	Fact	Link hover highlights its upstream and downstream links.
`LargeGraphsFallBackToDirectLinkHighlighting`	Fact	Large graphs fall back to direct link highlighting.
`NonPositiveAndNonFiniteLinksAreSkippedAndJustifyMovesSinksRight`	Fact	Non positive and non finite links are skipped and justify moves sinks right.
`CyclesSelfLinksAndBadSpecsAreRejected`	Fact	Cycles self links and bad specs are rejected.
`CapsAreEnforcedAndEmptyRenders`	Fact	Caps are enforced and empty renders.
`NodesCanBeDeclaredWithColoursAndLabelsAreTruncated`	Fact	Nodes can be declared with colours and labels are truncated.

ScatterMatrixTests

Jube.Test.Charting.More.ScatterMatrixTests — 7 tests.

Test	Kind	Verifies
`PearsonMatchesKnownAnswers`	Fact	Pearson matches known answers.
`EveryOffDiagonalAndDiagonalCellIsDrawn`	Fact	Every off diagonal and diagonal cell is drawn.
`HoveringARowLinksItAcrossEveryScatterCell`	Fact	Hovering a row links it across every scatter cell.
`UpperTriangleModesAndNaNAreHandled`	Fact	Upper triangle modes and na n are handled.
`DiagonalHistogramCountsEveryFiniteValue`	Fact	Diagonal histogram counts every finite value.
`BadSpecificationsAndCapsAreEnforced`	Fact	Bad specifications and caps are enforced.
`ManyRowsRenderPlainPointsWithoutMarks`	Fact	Many rows render plain points without marks.

StreamLegendTests

Jube.Test.Charting.More.StreamLegendTests — 10 tests.

Test	Kind	Verifies
`SilhouetteBaselineCentresTheStack`	Fact	Silhouette baseline centres the stack.
`WiggleBaselineMatchesTheHandWorkedAlgorithm`	Fact	Wiggle baseline matches the hand worked algorithm.
`InsideOutOrderPutsEarlyPeaksOnOneSideAndLatePeaksOnTheOther`	Fact	Inside out order puts early peaks on one side and late peaks on the other.
`StreamChartsDrawOneShapePerSeriesWithSlotMarks`	Fact	Stream charts draw one shape per series with slot marks.
`PercentStreamsShowAPercentAxisAndSharesSumToOne`	Fact	Percent streams show a percent axis and shares sum to one.
`StreamsRejectBadInputAndTreatNaNAsZero`	Fact	Streams reject bad input and treat na n as zero.
`LegendWrapsIntoAtMostTheRequestedRowsWithAMoreItem`	Fact	Legend wraps into at most the requested rows with a more item.
`UnlimitedLegendsAreUnchangedByDefaultAndAutoCapsAtThreeRows`	Fact	Unlimited legends are unchanged by default and auto caps at three rows.
`RightAndBottomLegendsAlsoOverflowIntoAMoreItem`	Fact	Right and bottom legends also overflow into a more item.
`TheMoreItemIsNotLinkedToAnySeries`	Fact	The more item is not linked to any series.

SurvivalTests

Jube.Test.Charting.More.SurvivalTests — 10 tests.

Test	Kind	Verifies
`KaplanMeierEstimateAndGreenwoodErrorMatchTheIndependentReference`	Theory	Kaplan meier estimate and greenwood error match the independent reference.
`ConfidenceIntervalsMatchTheIndependentReference`	Theory	Confidence intervals match the independent reference.
`TiesCensoringAndMedianAreHandled`	Fact	Ties censoring and median are handled.
`LogRankMatchesTheIndependentReference`	Fact	Log rank matches the independent reference.
`NormalAndStudentQuantilesMatchKnownValues`	Fact	Normal and student quantiles match known values.
`BadSpecificationsAreRejected`	Fact	Bad specifications are rejected.
`ObservationCapIsEnforced`	Fact	Observation cap is enforced.
`ChartCarriesBandsCensorTicksAtRiskAndMedian`	Fact	Chart carries bands censor ticks at risk and median.
`ManyGroupsAreCappedAndEmptyChartsRender`	Fact	Many groups are capped and empty charts render.
`CumulativeIncidenceFlipsTheCurve`	Fact	Cumulative incidence flips the curve.

Charting performance

GainsChartAbsoluteModeTests

Jube.Test.Charting.Performance.GainsChartAbsoluteModeTests — 3 tests.

Test	Kind	Verifies
`AbsoluteModeStoresTheRawPositiveTotalOnTheCurve`	Fact	Absolute mode stores the raw positive total on the curve.
`AbsoluteModeRendersWithoutThrowingAndIncludesTheRawTotalInTheSummary`	Fact	Absolute mode renders without throwing and includes the raw total in the summary.
`NonAbsoluteModeIsUnaffectedByTheNewFlag`	Fact	Non absolute mode is unaffected by the new flag.

PerformanceChartTests

Jube.Test.Charting.Performance.PerformanceChartTests — 25 tests.

Test	Kind	Verifies
`InlineOutputIsWellFormedSafeAndDeterministic`	Theory	Inline output is well formed safe and deterministic.
`ExternalOutputHasNoStyleElementOrAttributeAndCarriesTheJcClass`	Theory	External output has no style element or attribute and carries the jc class.
`EveryChartHasATitleADescriptionAndKeyboardReachableMarks`	Theory	Every chart has a title a description and keyboard reachable marks.
`GainsShowsTheRandomBaselineThePerfectCurveAndTheDecileHover`	Fact	Gains shows the random baseline the perfect curve and the decile hover.
`GainsWithoutBaselinesOmitsThem`	Fact	Gains without baselines omits them.
`GainsRejectsMismatchedCurves`	Fact	Gains rejects mismatched curves.
`LiftShowsTenDecilesTheBaseRateLineAndBothSeries`	Fact	Lift shows ten deciles the base rate line and both series.
`LiftCumulativeSeriesCanBeSwitchedOff`	Fact	Lift cumulative series can be switched off.
`KsMarksTheMaximumSeparationAndTheThreshold`	Fact	Ks marks the maximum separation and the threshold.
`ThresholdSweepDrawsFourMeasuresBothThresholdsAndTheBestF1`	Fact	Threshold sweep draws four measures both thresholds and the best f 1.
`ThresholdSweepWithoutMccOrMinimumRiskOmitsThem`	Fact	Threshold sweep without mcc or minimum risk omits them.
`ScoreDistributionOverlaysBothClassesWithTheThreshold`	Fact	Score distribution overlays both classes with the threshold.
`MetricsPanelShowsEveryMeasureWithHoverDetailAndNotAvailableForNaN`	Fact	Metrics panel shows every measure with hover detail and not available for na n.
`PromotionHistoryShowsScoreBestSoFarComplexityAndTheActivePromotion`	Fact	Promotion history shows score best so far complexity and the active promotion.
`PromotionHistoryBestSoFarIsMonotoneWhateverTheScoreDoes`	Fact	Promotion history best so far is monotone whatever the score does.
`PromotionHistoryWithoutComplexityOmitsTheSecondaryAxisAndDropsNaNRows`	Fact	Promotion history without complexity omits the secondary axis and drops na n rows.
`PromotionHistoryOrdersPromotionsByDateWhateverTheInputOrder`	Fact	Promotion history orders promotions by date whatever the input order.
`MetricsPanelGrowsWithTheNumberOfRows`	Fact	Metrics panel grows with the number of rows.
`MetricsPanelLaysTilesOutOnAGridWithOneYPerRow`	Fact	Metrics panel lays tiles out on a grid with one y per row.
`HostileTextNeverProducesMarkupInEitherMode`	Theory	Hostile text never produces markup in either mode.
`HostileIdsAreRejected`	Fact	Hostile ids are rejected.
`EmptyDataRendersAnEmptyStateForEveryChart`	Fact	Empty data renders an empty state for every chart.
`TooManyObservationsAreRefusedByTheCap`	Fact	Too many observations are refused by the cap.
`LargeInputsStayWithinTheOutputAndPointCaps`	Fact	Large inputs stay within the output and point caps.
`BuiltChartsSupportStyleModeSwitching`	Fact	Built charts support style mode switching.

PerformanceGoldenTests

Jube.Test.Charting.Performance.PerformanceGoldenTests — 2 tests.

Test	Kind	Verifies
`SnapshotMatchesTheApprovedSvg`	Theory	Snapshot matches the approved svg.
`EverySnapshotResourceHasASample`	Fact	Every snapshot resource has a sample.

PerformanceMathTests

Jube.Test.Charting.Performance.PerformanceMathTests — 16 tests.

Test	Kind	Verifies
`GainsMatchesThePythonReferenceAtEveryDistinctScore`	Fact	Gains matches the python reference at every distinct score.
`GainsIsMonotoneAndAValidCurveWhateverTheTies`	Fact	Gains is monotone and a valid curve whatever the ties.
`DecilesMatchThePythonReferenceIncludingFractionalTies`	Fact	Deciles match the python reference including fractional ties.
`DecilePositivesAlwaysSumToTheTotalPositives`	Fact	Decile positives always sum to the total positives.
`KsMatchesThePythonReference`	Fact	Ks matches the python reference.
`KsAgreesWithTheMaximumOfTprMinusFprFromTheRocCurve`	Fact	Ks agrees with the maximum of tpr minus fpr from the roc curve.
`KsThinningKeepsTheMaximumSeparationPoint`	Fact	Ks thinning keeps the maximum separation point.
`KsWithUniformWeightsMatchesTheUnweightedResult`	Fact	Ks with uniform weights matches the unweighted result.
`KsWeightingByValueCanShiftTheMaximumSeparationPoint`	Fact	Ks weighting by value can shift the maximum separation point.
`SweepMatchesThePythonReferenceAtSelectedThresholds`	Fact	Sweep matches the python reference at selected thresholds.
`SweepBestF1IsTheMaximumOverTheGrid`	Fact	Sweep best f 1 is the maximum over the grid.
`DistributionBinsEveryObservationOnceAndPutsTheTopScoreInTheLastBin`	Fact	Distribution bins every observation once and puts the top score in the last bin.
`ScoresOutsideTheRangeAreClampedIntoTheEndBinsAndNonFiniteScoresAreDropped`	Fact	Scores outside the range are clamped into the end bins and non finite scores are dropped.
`DistributionWeightsScaleTheBinsAndTotalsInsteadOfCountingRows`	Fact	Distribution weights scale the bins and totals instead of counting rows.
`SingleClassOrEmptyInputGivesEmptyResultsRatherThanThrowing`	Fact	Single class or empty input gives empty results rather than throwing.
`MismatchedLengthsAreRejected`	Fact	Mismatched lengths are rejected.

Model diagrams

AnalyticsPageModelDiagramTests

Jube.Test.ModelDiagrams.AnalyticsPageModelDiagramTests — 7 tests.

Test	Kind	Verifies
`TheModelDiagramTabDrawsEveryKindInsteadOfTheEmptyState`	Theory	The model diagram tab draws every kind instead of the empty state.
`AMultipleLinearRegressionVersionPicksUpItsEvidenceSideCar`	Fact	A multiple linear regression version picks up its evidence side car.
`ATransformedVariableShowsItsDecoratedNameWhileAnUntransformedVariableIsUnchanged`	Fact	A transformed variable shows its decorated name while an untransformed variable is unchanged.
`ATransformedVariablesEmbeddedEvidenceCoefficientLabelIsAlsoDecorated`	Fact	A transformed variables embedded evidence coefficient label is also decorated.
`NoVariablesJsonLeavesEveryLabelExactlyAsStoredInTheModelJson`	Fact	No variables json leaves every label exactly as stored in the model json.
`AllVariablesUntransformedLeavesEveryLabelExactlyAsStoredInTheModelJson`	Fact	All variables untransformed leaves every label exactly as stored in the model json.
`MalformedVariablesJsonIsIgnoredAndTheDiagramStillRendersFromTheRawStoredNames`	Fact	Malformed variables json is ignored and the diagram still renders from the raw stored names.

BayesStructureAdapterTests

Jube.Test.ModelDiagrams.BayesStructureAdapterTests — 21 tests.

Test	Kind	Verifies
`ATanParentArrayProducesExactlyTheClassEdgesAndTheTreeEdges`	Fact	A tan parent array produces exactly the class edges and the tree edges.
`ATanEdgeWeightIsTheChildsRowOfTheInformationMatrix`	Fact	A tan edge weight is the childs row of the information matrix.
`ATanGraphNamesTheClassAndItsPriors`	Fact	A tan graph names the class and its priors.
`ATanCycleIsMalformed`	Fact	A tan cycle is malformed.
`ATanSelfParentIsMalformed`	Fact	A tan self parent is malformed.
`ATanInformationMatrixOfTheWrongSizeIsMalformed`	Fact	A tan information matrix of the wrong size is malformed.
`TheRealTanFixtureHasOneClassEdgePerFeatureAndOneTreeEdgePerParent`	Fact	The real tan fixture has one class edge per feature and one tree edge per parent.
`AkDependenceParentListsProduceEveryFeatureToFeatureEdge`	Fact	Ak dependence parent lists produce every feature to feature edge.
`AkDependenceOrderThatIsNotAPermutationIsMalformed`	Fact	Ak dependence order that is not a permutation is malformed.
`AkDependenceParentOutOfRangeIsMalformed`	Fact	Ak dependence parent out of range is malformed.
`TheRealKDependenceFixtureKeepsEveryStoredParent`	Fact	The real k dependence fixture keeps every stored parent.
`AveragedOneDependenceDrawsEachSuperParentToEveryOtherFeatureWithItsEstimatorWeight`	Fact	Averaged one dependence draws each super parent to every other feature with its estimator weight.
`AveragedOneDependenceWithNoSupportedEstimatorDoesNotVisualise`	Fact	Averaged one dependence with no supported estimator does not visualise.
`AveragedOneDependenceWithTooManyFeaturesIsTooLarge`	Fact	Averaged one dependence with too many features is too large.
`HiddenNaiveBayesDrawsColumnJAsAParentOfRowIWithTheRowIColumnJWeight`	Fact	Hidden naive bayes draws column j as a parent of row i with the row i column j weight.
`HiddenNaiveBayesIgnoresTheDiagonal`	Fact	Hidden naive bayes ignores the diagonal.
`HiddenNaiveBayesWithANonSquareMatrixIsMalformed`	Fact	Hidden naive bayes with a non square matrix is malformed.
`ALatentTreeHasLatentNodesFeatureNodesAndDependenceStrengthOnTheEdges`	Fact	A latent tree has latent nodes feature nodes and dependence strength on the edges.
`ALatentTreeParentThatComesLaterIsMalformed`	Fact	A latent tree parent that comes later is malformed.
`TheRealLatentTreeFixtureNamesEveryFeatureAndAtLeastOneHiddenVariable`	Fact	The real latent tree fixture names every feature and at least one hidden variable.
`ABayesGraphBeyondTheGraphLimitIsTooLarge`	Fact	A bayes graph beyond the graph limit is too large.

CoefficientAdapterTests

Jube.Test.ModelDiagrams.CoefficientAdapterTests — 12 tests.

Test	Kind	Verifies
`LinearRegressionWeightsBecomePlainCoefficients`	Fact	Linear regression weights become plain coefficients.
`TheRealLinearFixtureMapsItsWeights`	Fact	The real linear fixture maps its weights.
`ALogisticModelIsRecognisedByItsLinkAndShowsOddsRatios`	Fact	A logistic model is recognised by its link and shows odds ratios.
`ALogisticTypeMarkerAloneIsEnoughToLabelTheModelLogistic`	Fact	A logistic type marker alone is enough to label the model logistic.
`StandardErrorsWithTheInterceptFirstAreAlignedToTheWeights`	Fact	Standard errors with the intercept first are aligned to the weights.
`StaleStandardErrorsOfTheWrongLengthAreIgnored`	Fact	Stale standard errors of the wrong length are ignored.
`AllZeroStandardErrorsAreIgnored`	Fact	All zero standard errors are ignored.
`ARealModelThatAnEnvelopeWrapsIsNotAlsoClaimedHere`	Fact	A real model that an envelope wraps is not also claimed here.
`ANonFiniteWeightDoesNotVisualise`	Fact	A non finite weight does not visualise.
`MoreCoefficientsThanTheChartCanHoldIsTooLarge`	Fact	More coefficients than the chart can hold is too large.
`TheElementCapAppliesToCoefficients`	Fact	The element cap applies to coefficients.
`ManyCoefficientsWithinTheLimitsAreElidedToTheStrongest`	Fact	Many coefficients within the limits are elided to the strongest.

DistributionAndTreeAdapterTests

Jube.Test.ModelDiagrams.DistributionAndTreeAdapterTests — 24 tests.

Test	Kind	Verifies
`GaussianNaiveBayesMakesOnePanelPerFeatureWithOneCurvePerClass`	Fact	Gaussian naive bayes makes one panel per feature with one curve per class.
`EachCurveIsCentredOnItsMeanWithItsDeviation`	Fact	Each curve is centred on its mean with its deviation.
`AZeroVarianceFeatureDoesNotVisualise`	Fact	A zero variance feature does not visualise.
`PriorsThatDoNotMatchTheClassesAreMalformed`	Fact	Priors that do not match the classes are malformed.
`MoreFeaturesThanPanelsIsTooLarge`	Fact	More features than panels is too large.
`ThresholdsSitOnTheNodesThatSplitOnThem`	Fact	Thresholds sit on the nodes that split on them.
`HostileAttributeAndClassNamesInTheJsonAreEscaped`	Fact	Hostile attribute and class names in the json are escaped.
`TheLessThanSideIsTheYesBranch`	Fact	The less than side is the yes branch.
`ReversedBranchOrderStillPutsTheLessThanSideOnYes`	Fact	Reversed branch order still puts the less than side on yes.
`StrictLessThanIsShownAsAStrictCondition`	Fact	Strict less than is shown as a strict condition.
`NumericComparisonCodesAreUnderstood`	Fact	Numeric comparison codes are understood.
`EqualityBranchesBecomeLabelledMultiwaySplits`	Fact	Equality branches become labelled multiway splits.
`VariableNamesOverrideTheStoredAttributeNames`	Fact	Variable names override the stored attribute names.
`ClassNamesAreCarriedToTheDiagram`	Fact	Class names are carried to the diagram.
`ASplitOnAnAttributeThatDoesNotExistIsMalformed`	Fact	A split on an attribute that does not exist is malformed.
`ALeafWithoutAnOutputIsMalformed`	Fact	A leaf without an output is malformed.
`TheRealTreeFixtureKeepsEveryStoredThreshold`	Fact	The real tree fixture keeps every stored threshold.
`AVeryLargeTreeBeyondTheElementCapDoesNotVisualise`	Fact	A very large tree beyond the element cap does not visualise.
`ATreeDeeperThanTheChartTakesIsCollapsedNotRejected`	Fact	A tree deeper than the chart takes is collapsed not rejected.
`AForestShowsTheFirstTreesAndSplitShareImportances`	Fact	A forest shows the first trees and split share importances.
`ImportancesCountEverySplitNotJustTheDrawnTrees`	Fact	Importances count every split not just the drawn trees.
`ALargeEnsembleBeyondTheCapDoesNotVisualise`	Fact	A large ensemble beyond the cap does not visualise.
`AForestWithMoreThanEightClassesDoesNotVisualise`	Fact	A forest with more than eight classes does not visualise.
`TheRealForestFixtureDrawsEveryStoredTree`	Fact	The real forest fixture draws every stored tree.

MarkovAndComponentsAdapterTests

Jube.Test.ModelDiagrams.MarkovAndComponentsAdapterTests — 20 tests.

Test	Kind	Verifies
`TransitionProbabilitiesLandOnTheRightEdges`	Fact	Transition probabilities land on the right edges.
`StatesAreNamedFromTheOptionsAndCarryInitialAndEmissionDetail`	Fact	States are named from the options and carry initial and emission detail.
`LogProbabilitiesAreExponentiated`	Fact	Log probabilities are exponentiated.
`HostileNamesInTheJsonAreEscaped`	Fact	Hostile names in the json are escaped.
`ImpossibleTransitionsAreNotDrawn`	Fact	Impossible transitions are not drawn.
`NormalEmissionsAreDescribedByTheirMeanAndDeviation`	Fact	Normal emissions are described by their mean and deviation.
`ARowThatIsNotAProbabilityDistributionIsMalformed`	Fact	A row that is not a probability distribution is malformed.
`EmissionsThatDoNotMatchTheStatesAreMalformed`	Fact	Emissions that do not match the states are malformed.
`TheRealDiscreteFixtureMatchesItsStoredLogTransitions`	Fact	The real discrete fixture matches its stored log transitions.
`ManyStatesBeyondTheGraphLimitAreTooLarge`	Fact	Many states beyond the graph limit are too large.
`ClusterCentroidsAreStandardisedAcrossClustersWithTheirSizes`	Fact	Cluster centroids are standardised across clusters with their sizes.
`ClustersInAnObjectWrapperAreAlsoUnderstood`	Fact	Clusters in an object wrapper are also understood.
`CentroidsOfDifferentLengthsAreMalformed`	Fact	Centroids of different lengths are malformed.
`TheRealClusterFixtureHasItsStoredProportions`	Fact	The real cluster fixture has its stored proportions.
`MoreClustersThanTheChartHoldsIsTooLarge`	Fact	More clusters than the chart holds is too large.
`ExplainedVarianceIsTheEigenvalueShareWhenNoProportionIsStored`	Fact	Explained variance is the eigenvalue share when no proportion is stored.
`AStoredProportionIsPreferred`	Fact	A stored proportion is preferred.
`TheRealPcaFixtureUsesItsStoredEigenvectorsAsLoadings`	Fact	The real pca fixture uses its stored eigenvectors as loadings.
`EigenvectorsOfDifferentLengthsAreMalformed`	Fact	Eigenvectors of different lengths are malformed.
`MoreFeaturesThanTheChartHoldsIsTooLarge`	Fact	More features than the chart holds is too large.

ModelDiagramDetectionTests

Jube.Test.ModelDiagrams.ModelDiagramDetectionTests — 20 tests.

Test	Kind	Verifies
`EveryFixtureIsClaimedByExactlyOneAdapter`	Theory	Every fixture is claimed by exactly one adapter.
`TheRendererSelectsTheExpectedAdapter`	Theory	The renderer selects the expected adapter.
`EveryAdapterClaimsAtLeastOneFixture`	Fact	Every adapter claims at least one fixture.
`AdapterNamesAreUnique`	Fact	Adapter names are unique.
`EmptyInputIsNotRecognised`	Theory	Empty input is not recognised.
`GarbageAndTruncatedJsonAreNotRecognised`	Theory	Garbage and truncated json are not recognised.
`ValidJsonThatIsNotAModelIsNotRecognised`	Theory	Valid json that is not a model is not recognised.
`TheTruncatedFixtureIsNotRecognised`	Fact	The truncated fixture is not recognised.
`AHugelyNestedDocumentHitsTheDepthCap`	Fact	A hugely nested document hits the depth cap.
`TheDepthCapIsConfigurable`	Fact	The depth cap is configurable.
`ADocumentOverTheSizeCapIsNotSupported`	Fact	A document over the size cap is not supported.
`TheDefaultSizeCapAppliesBeforeParsing`	Fact	The default size cap applies before parsing.
`ARealModelJustUnderACustomCapRenders`	Fact	A real model just under a custom cap renders.
`NullJsonIsAnArgumentError`	Fact	Null json is an argument error.
`TwoAdaptersClaimingTheSameModelEquallyIsAnError`	Fact	Two adapters claiming the same model equally is an error.
`ThePreferredAdapterWinsWhenConfidencesDiffer`	Fact	The preferred adapter wins when confidences differ.
`AnAdapterThatReturnsNothingOrZeroDoesNotClaim`	Fact	An adapter that returns nothing or zero does not claim.
`AMalformedModelThatAnAdapterClaimedIsReportedAsMalformed`	Fact	A malformed model that an adapter claimed is reported as malformed.
`PropertyNamesAreMatchedWithoutRegardToCase`	Fact	Property names are matched without regard to case.
`NonFiniteNumbersWrittenAsStringsAreUnderstood`	Fact	Non finite numbers written as strings are understood.

ModelDiagramGoldenTests

Jube.Test.ModelDiagrams.ModelDiagramGoldenTests — 3 tests.

Test	Kind	Verifies
`SnapshotMatchesTheApprovedSvg`	Theory	Snapshot matches the approved svg.
`EverySnapshotResourceHasASample`	Fact	Every snapshot resource has a sample.
`EveryAdapterHasASnapshotSample`	Fact	Every adapter has a snapshot sample.

ModelDiagramRenderingTests

Jube.Test.ModelDiagrams.ModelDiagramRenderingTests — 15 tests.

Test	Kind	Verifies
`EveryFixtureRendersOneWellFormedSafeSvg`	Theory	Every fixture renders one well formed safe svg.
`EveryFixtureRendersIdenticalBytesEveryTime`	Theory	Every fixture renders identical bytes every time.
`EveryFixtureCarriesHoverDetailUnlessAskedNotTo`	Theory	Every fixture carries hover detail unless asked not to.
`TheTitleOverrideIsUsed`	Theory	The title override is used.
`TheThemeOptionSelectsTheDataTheme`	Theory	The theme option selects the data theme.
`TheSizeOptionSetsTheMinimumCanvas`	Theory	The size option sets the minimum canvas.
`ASizeOutsideTheChartRangeIsRejected`	Theory	A size outside the chart range is rejected.
`HostileVariableNamesAreEscapedInEveryAdapter`	Theory	Hostile variable names are escaped in every adapter.
`HostileVariableNamesAreEscapedInTheNetwork`	Theory	Hostile variable names are escaped in the network.
`HostileLabelsFromTheJsonAreEscaped`	Theory	Hostile labels from the json are escaped.
`HostileEvidenceAndVariableNamesInASnapshotAreEscaped`	Fact	Hostile evidence and variable names in a snapshot are escaped.
`TheVariableNameOverrideMustMatchTheModel`	Fact	The variable name override must match the model.
`ManyThreadsRenderTheSameBytes`	Fact	Many threads render the same bytes.
`DifferentOptionsOnDifferentThreadsDoNotLeak`	Fact	Different options on different threads do not leak.
`ANetworkBeyondTheElementCapIsNotSupported`	Fact	A network beyond the element cap is not supported.

NetworkTopologyAdapterTests

Jube.Test.ModelDiagrams.NetworkTopologyAdapterTests — 16 tests.

Test	Kind	Verifies
`ATwoTwoOneNetworkPutsEachWeightOnItsEdge`	Fact	A two two one network puts each weight on its edge.
`ThresholdsBecomeTheBiasesOfTheirNeurons`	Fact	Thresholds become the biases of their neurons.
`RolesAndLabelsFollowTheLayers`	Fact	Roles and labels follow the layers.
`InputNamesFromTheOptionsLabelTheInputLayer`	Fact	Input names from the options label the input layer.
`TheOverrideBeatsTheStoredAnnotations`	Fact	The override beats the stored annotations.
`AWrongLengthOverrideIsRejected`	Fact	A wrong length override is rejected.
`EveryRealTopologyMapsItsWeightsThresholdsAndInputNames`	Theory	Every real topology maps its weights thresholds and input names.
`ActivationNamesAreReadFromTheStoredFunctionTypes`	Theory	Activation names are read from the stored function types.
`MixedActivationsInALayerAreLabelledMixed`	Fact	Mixed activations in a layer are labelled mixed.
`UnusualFunctionTypesFallBackToCustom`	Theory	Unusual function types fall back to custom.
`WeightsThatDoNotMatchThePreviousLayerAreMalformed`	Fact	Weights that do not match the previous layer are malformed.
`ADeclaredInputCountThatDisagreesIsMalformed`	Fact	A declared input count that disagrees is malformed.
`ANetworkWithNoFiniteWeightsDoesNotVisualise`	Fact	A network with no finite weights does not visualise.
`NeuronsWithoutAThresholdAreNotANetwork`	Fact	Neurons without a threshold are not a network.
`ADeepNetworkBeyondTheChartLimitIsTooLarge`	Fact	A deep network beyond the chart limit is too large.
`AWideRealNetworkIsElidedNotRejected`	Fact	A wide real network is elided not rejected.

PipelineKindAdapterTests

Jube.Test.ModelDiagrams.PipelineKindAdapterTests — 30 tests.

Test	Kind	Verifies
`MahalanobisDrawsTheCorrelationOfTheInvertedPrecisionOverActiveVariables`	Fact	Mahalanobis draws the correlation of the inverted precision over active variables.
`MahalanobisFallsBackToPartialCorrelationWhenThePrecisionIsSingular`	Fact	Mahalanobis falls back to partial correlation when the precision is singular.
`MahalanobisWithOneActiveVariableDrawsItsNormalProfile`	Fact	Mahalanobis with one active variable draws its normal profile.
`MahalanobisRejectsAPrecisionOfTheWrongSize`	Fact	Mahalanobis rejects a precision of the wrong size.
`NaiveBayesDrawsBothClassDensitiesPerVariableWithPriorsFromTheLogOdds`	Fact	Naive bayes draws both class densities per variable with priors from the log odds.
`TreeAugmentedNaiveBayesLinksTheClassToEveryVariableAndEachVariableToItsParent`	Fact	Tree augmented naive bayes links the class to every variable and each variable to its parent.
`TreeAugmentedNaiveBayesRejectsACycle`	Fact	Tree augmented naive bayes rejects a cycle.
`GaussianMixtureDensityRecoversMarginalDeviationsFromEachComponentPrecision`	Fact	Gaussian mixture density recovers marginal deviations from each component precision.
`AMixtureWithMoreComponentsThanColoursDrawsTheHeaviestAndSaysSo`	Fact	A mixture with more components than colours draws the heaviest and says so.
`CentroidClusterersStandardiseEachVariableAcrossClusters`	Theory	Centroid clusterers standardise each variable across clusters.
`ASingleClusterShowsItsOwnValuesInsteadOfADegenerateZScore`	Fact	A single cluster shows its own values instead of a degenerate z score.
`KModesShowsTheShareOfOtherClustersWhoseModeDiffers`	Fact	K modes shows the share of other clusters whose mode differs.
`ADecisionTreeClassifierSplitsLeftAtOrBelowTheThresholdAndCarriesClassMixes`	Fact	A decision tree classifier splits left at or below the threshold and carries class mixes.
`ADecisionTreeRegressorCarriesLeafPredictions`	Fact	A decision tree regressor carries leaf predictions.
`ATreeWhoseChildrenLoopBackIsRejected`	Fact	A tree whose children loop back is rejected.
`ARandomForestDrawsItsFirstTreesAndTheShareOfSplitsOverAllOfThem`	Fact	A random forest draws its first trees and the share of splits over all of them.
`AdaBoostWeightsTheShareOfSplitsByEachTreesAlpha`	Fact	Ada boost weights the share of splits by each trees alpha.
`AnIsolationForestSplitsStrictlyBelowTheValueAndCountsRows`	Fact	An isolation forest splits strictly below the value and counts rows.
`GradientBoostingStatesItsBaseScoreAndLearningRate`	Fact	Gradient boosting states its base score and learning rate.
`NeuralNetworksDrawInputsHiddenUnitsAndOneOutputWithTheirWeights`	Theory	Neural networks draw inputs hidden units and one output with their weights.
`ANetworkWithMismatchedOutputWeightsIsRejected`	Fact	A network with mismatched output weights is rejected.
`MultipleLinearRegressionOmitsConstantsAndAddsMissingIndicators`	Fact	Multiple linear regression omits constants and adds missing indicators.
`MultipleLinearRegressionPrefersEvidenceWithStandardErrors`	Fact	Multiple linear regression prefers evidence with standard errors.
`ALinearSupportVectorClassifierDrawsItsHyperplaneWeights`	Fact	A linear support vector classifier draws its hyperplane weights.
`KNearestNeighboursClassifierProjectsReferenceRowsByClass`	Fact	K nearest neighbours classifier projects reference rows by class.
`KNearestNeighboursRegressorGroupsRowsIntoTargetQuartersAndThinsLargeSets`	Fact	K nearest neighbours regressor groups rows into target quarters and thins large sets.
`AKernelSupportVectorClassifierSplitsSupportVectorsByTheClassTheyPullTowards`	Fact	A kernel support vector classifier splits support vectors by the class they pull towards.
`AHostileKernelNameIsNotEchoed`	Fact	A hostile kernel name is not echoed.
`AOneClassSupportVectorModelDrawsItsSupportVectors`	Fact	A one class support vector model draws its support vectors.
`SupportSetsWithRowsOfTheWrongWidthAreRejected`	Fact	Support sets with rows of the wrong width are rejected.

SnapshotEnvelopeAdapterTests

Jube.Test.ModelDiagrams.SnapshotEnvelopeAdapterTests — 20 tests.

Test	Kind	Verifies
`AStandardisedPipelineShowsStandardisedLogOddsPerVariable`	Fact	A standardised pipeline shows standardised log odds per variable.
`ConstantVariablesAreOmittedAndCounted`	Fact	Constant variables are omitted and counted.
`AnUnstandardisedPipelineIsLabelledOriginalScaleAndKeepsEveryVariable`	Fact	An unstandardised pipeline is labelled original scale and keeps every variable.
`TheCaptionCarriesTheInterceptPriorsAndCalibrator`	Fact	The caption carries the intercept priors and calibrator.
`AMissingCalibratorIsSaidSo`	Fact	A missing calibrator is said so.
`AnUnknownCalibratorMethodIsNamedCustomNotEchoed`	Fact	An unknown calibrator method is named custom not echoed.
`PayloadStandardErrorsGiveIntervals`	Fact	Payload standard errors give intervals.
`EvidenceGivesOddsRatiosWithIntervalsOnALogScale`	Fact	Evidence gives odds ratios with intervals on a log scale.
`EvidenceWithoutAnOddsRatioUsesTheExponentOfTheEstimate`	Fact	Evidence without an odds ratio uses the exponent of the estimate.
`EvidenceRowsNeedANameAndAnEstimate`	Fact	Evidence rows need a name and an estimate.
`VariableNamesFromTheOptionsRelabelThePipeline`	Fact	Variable names from the options relabel the pipeline.
`AWeightCountThatDoesNotMatchTheVariablesIsMalformed`	Fact	A weight count that does not match the variables is malformed.
`AnIndicatorForAVariableThatDoesNotExistIsMalformed`	Fact	An indicator for a variable that does not exist is malformed.
`APipelineWithOnlyConstantVariablesDoesNotVisualise`	Fact	A pipeline with only constant variables does not visualise.
`AnUnknownKindInAValidEnvelopeIsNotSupportedAndListsTheKnownKinds`	Fact	An unknown kind in a valid envelope is not supported and lists the known kinds.
`AHostileKindIsCleanedInTheMessage`	Fact	A hostile kind is cleaned in the message.
`KindMatchingIgnoresCase`	Fact	Kind matching ignores case.
`TheOlderRawLogisticKindShowsLogOddsWithStandardErrors`	Fact	The older raw logistic kind shows log odds with standard errors.
`AFamilyAddsItsKindInOnePlace`	Fact	A family adds its kind in one place.
`ANonEnvelopeObjectIsNotClaimed`	Fact	A non envelope object is not claimed.

TrainedSnapshotDiagramTests

Jube.Test.ModelDiagrams.TrainedSnapshotDiagramTests — 3 tests.

Test	Kind	Verifies
`EveryEngineModelKindHasARegisteredDiagram`	Fact	Every engine model kind has a registered diagram.
`EveryRegisteredKindIsUniqueAndEveryPipelineKindIsTrainedHere`	Fact	Every registered kind is unique and every pipeline kind is trained here.
`ARealTrainedSnapshotOfEveryKindRendersADiagram`	Theory	A real trained snapshot of every kind renders a diagram.