datapilot-cli
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Enterprise-grade streaming multi-format data analysis with comprehensive statistical insights and intelligent relationship detection - supports CSV, JSON, Excel, TSV, Parquet - memory-efficient, cross-platform
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JavaScript
;
/**
* Section 4: Visualization Intelligence Types
* Comprehensive type definitions for intelligent chart recommendations
*/
Object.defineProperty(exports, "__esModule", { value: true });
exports.PREDEFINED_PALETTES = exports.BivariatePurpose = exports.RelationshipType = exports.ColorPaletteType = exports.AntiPatternSeverity = exports.AntiPatternType = exports.RecommendationType = exports.PerformanceLevel = exports.InteractivityLevel = exports.FilterType = exports.ResponsivenessLevel = exports.InteractionType = exports.DataSize = exports.ComplexityLevel = exports.AccessibilityLevel = exports.RecommendationPriority = exports.ChartPurpose = exports.ChartType = void 0;
// ===== CORE ENUMS =====
var ChartType;
(function (ChartType) {
// Univariate Numerical
ChartType["HISTOGRAM"] = "histogram";
ChartType["BOX_PLOT"] = "box_plot";
ChartType["VIOLIN_PLOT"] = "violin_plot";
ChartType["VIOLIN_WITH_BOX"] = "violin_with_box";
ChartType["DENSITY_PLOT"] = "density_plot";
ChartType["DOT_PLOT"] = "dot_plot";
ChartType["Q_Q_PLOT"] = "q_q_plot";
// Univariate Categorical
ChartType["BAR_CHART"] = "bar_chart";
ChartType["HORIZONTAL_BAR"] = "horizontal_bar";
ChartType["PIE_CHART"] = "pie_chart";
ChartType["DONUT_CHART"] = "donut_chart";
ChartType["WAFFLE_CHART"] = "waffle_chart";
ChartType["TREEMAP"] = "treemap";
ChartType["SUNBURST"] = "sunburst";
ChartType["LOLLIPOP_CHART"] = "lollipop_chart";
// Bivariate Numerical vs Numerical
ChartType["SCATTER_PLOT"] = "scatter_plot";
ChartType["LINE_CHART"] = "line_chart";
ChartType["BUBBLE_CHART"] = "bubble_chart";
ChartType["REGRESSION_PLOT"] = "regression_plot";
ChartType["RESIDUAL_PLOT"] = "residual_plot";
ChartType["HEX_BIN"] = "hex_bin";
ChartType["CONTOUR_PLOT"] = "contour_plot";
// Bivariate Numerical vs Categorical
ChartType["GROUPED_BAR"] = "grouped_bar";
ChartType["STACKED_BAR"] = "stacked_bar";
ChartType["BOX_PLOT_BY_GROUP"] = "box_plot_by_group";
ChartType["VIOLIN_BY_GROUP"] = "violin_by_group";
ChartType["STRIP_CHART"] = "strip_chart";
ChartType["SWARM_PLOT"] = "swarm_plot";
// Bivariate Categorical vs Categorical
ChartType["STACKED_BAR_CATEGORICAL"] = "stacked_bar_categorical";
ChartType["GROUPED_BAR_CATEGORICAL"] = "grouped_bar_categorical";
ChartType["HEATMAP"] = "heatmap";
ChartType["MOSAIC_PLOT"] = "mosaic_plot";
ChartType["ALLUVIAL_DIAGRAM"] = "alluvial_diagram";
ChartType["CHORD_DIAGRAM"] = "chord_diagram";
// Time Series
ChartType["TIME_SERIES_LINE"] = "time_series_line";
ChartType["TIME_SERIES_AREA"] = "time_series_area";
ChartType["CALENDAR_HEATMAP"] = "calendar_heatmap";
ChartType["SEASONAL_PLOT"] = "seasonal_plot";
ChartType["LAG_PLOT"] = "lag_plot";
ChartType["GANTT_CHART"] = "gantt_chart";
// Multivariate
ChartType["PARALLEL_COORDINATES"] = "parallel_coordinates";
ChartType["RADAR_CHART"] = "radar_chart";
ChartType["CORRELATION_MATRIX"] = "correlation_matrix";
ChartType["SCATTERPLOT_MATRIX"] = "scatterplot_matrix";
ChartType["PCA_BIPLOT"] = "pca_biplot";
ChartType["ANDREWS_PLOT"] = "andrews_plot";
// Advanced Statistical
ChartType["VIOLIN_MATRIX"] = "violin_matrix";
ChartType["MARGINAL_PLOT"] = "marginal_plot";
ChartType["PAIR_PLOT"] = "pair_plot";
ChartType["FACET_GRID"] = "facet_grid";
// Specialized
ChartType["GEOGRAPHIC_MAP"] = "geographic_map";
ChartType["CHOROPLETH_MAP"] = "choropleth_map";
ChartType["NETWORK_DIAGRAM"] = "network_diagram";
ChartType["SANKEY_DIAGRAM"] = "sankey_diagram";
ChartType["FUNNEL_CHART"] = "funnel_chart";
ChartType["GAUGE_CHART"] = "gauge_chart";
ChartType["WORD_CLOUD"] = "word_cloud";
ChartType["DASHBOARD_GRID"] = "dashboard_grid";
ChartType["TEXT_SUMMARY"] = "text_summary";
})(ChartType || (exports.ChartType = ChartType = {}));
var ChartPurpose;
(function (ChartPurpose) {
ChartPurpose["DISTRIBUTION"] = "distribution";
ChartPurpose["COMPARISON"] = "comparison";
ChartPurpose["RELATIONSHIP"] = "relationship";
ChartPurpose["COMPOSITION"] = "composition";
ChartPurpose["TREND"] = "trend";
ChartPurpose["RANKING"] = "ranking";
ChartPurpose["OUTLIER_DETECTION"] = "outlier_detection";
ChartPurpose["PATTERN_RECOGNITION"] = "pattern_recognition";
ChartPurpose["INFORMATION"] = "information";
})(ChartPurpose || (exports.ChartPurpose = ChartPurpose = {}));
var RecommendationPriority;
(function (RecommendationPriority) {
RecommendationPriority["PRIMARY"] = "primary";
RecommendationPriority["SECONDARY"] = "secondary";
RecommendationPriority["ALTERNATIVE"] = "alternative";
RecommendationPriority["NOT_RECOMMENDED"] = "not_recommended";
})(RecommendationPriority || (exports.RecommendationPriority = RecommendationPriority = {}));
var AccessibilityLevel;
(function (AccessibilityLevel) {
AccessibilityLevel["EXCELLENT"] = "excellent";
AccessibilityLevel["GOOD"] = "good";
AccessibilityLevel["ADEQUATE"] = "adequate";
AccessibilityLevel["POOR"] = "poor";
AccessibilityLevel["INACCESSIBLE"] = "inaccessible";
})(AccessibilityLevel || (exports.AccessibilityLevel = AccessibilityLevel = {}));
var ComplexityLevel;
(function (ComplexityLevel) {
ComplexityLevel["SIMPLE"] = "simple";
ComplexityLevel["MODERATE"] = "moderate";
ComplexityLevel["COMPLEX"] = "complex";
ComplexityLevel["ADVANCED"] = "advanced";
})(ComplexityLevel || (exports.ComplexityLevel = ComplexityLevel = {}));
var DataSize;
(function (DataSize) {
DataSize["SMALL"] = "small";
DataSize["MEDIUM"] = "medium";
DataSize["LARGE"] = "large";
DataSize["VERY_LARGE"] = "very_large";
})(DataSize || (exports.DataSize = DataSize = {}));
var InteractionType;
(function (InteractionType) {
InteractionType["HOVER"] = "hover";
InteractionType["CLICK"] = "click";
InteractionType["BRUSH"] = "brush";
InteractionType["ZOOM"] = "zoom";
InteractionType["PAN"] = "pan";
InteractionType["FILTER"] = "filter";
InteractionType["SORT"] = "sort";
InteractionType["HIGHLIGHT"] = "highlight";
InteractionType["DRILL_DOWN"] = "drill_down";
InteractionType["TOOLTIP"] = "tooltip";
})(InteractionType || (exports.InteractionType = InteractionType = {}));
var ResponsivenessLevel;
(function (ResponsivenessLevel) {
ResponsivenessLevel["STATIC"] = "static";
ResponsivenessLevel["RESPONSIVE"] = "responsive";
ResponsivenessLevel["ADAPTIVE"] = "adaptive";
})(ResponsivenessLevel || (exports.ResponsivenessLevel = ResponsivenessLevel = {}));
var FilterType;
(function (FilterType) {
FilterType["RANGE"] = "range";
FilterType["CATEGORICAL"] = "categorical";
FilterType["DATE_RANGE"] = "date_range";
FilterType["TEXT_SEARCH"] = "text_search";
FilterType["MULTI_SELECT"] = "multi_select";
})(FilterType || (exports.FilterType = FilterType = {}));
var InteractivityLevel;
(function (InteractivityLevel) {
InteractivityLevel["STATIC"] = "static";
InteractivityLevel["BASIC"] = "basic";
InteractivityLevel["INTERACTIVE"] = "interactive";
InteractivityLevel["HIGHLY_INTERACTIVE"] = "highly_interactive";
})(InteractivityLevel || (exports.InteractivityLevel = InteractivityLevel = {}));
var PerformanceLevel;
(function (PerformanceLevel) {
PerformanceLevel["FAST"] = "fast";
PerformanceLevel["MODERATE"] = "moderate";
PerformanceLevel["INTENSIVE"] = "intensive";
})(PerformanceLevel || (exports.PerformanceLevel = PerformanceLevel = {}));
var RecommendationType;
(function (RecommendationType) {
RecommendationType["UNIVARIATE"] = "univariate";
RecommendationType["BIVARIATE"] = "bivariate";
RecommendationType["MULTIVARIATE"] = "multivariate";
RecommendationType["DASHBOARD"] = "dashboard";
RecommendationType["ACCESSIBILITY"] = "accessibility";
RecommendationType["PERFORMANCE"] = "performance";
})(RecommendationType || (exports.RecommendationType = RecommendationType = {}));
// ===== ANTI-PATTERN DETECTION =====
var AntiPatternType;
(function (AntiPatternType) {
AntiPatternType["PIE_CHART_TOO_MANY_CATEGORIES"] = "pie_chart_too_many_categories";
AntiPatternType["Y_AXIS_NOT_ZERO"] = "y_axis_not_zero";
AntiPatternType["CHART_JUNK"] = "chart_junk";
AntiPatternType["INAPPROPRIATE_CHART_TYPE"] = "inappropriate_chart_type";
AntiPatternType["MISLEADING_SCALE"] = "misleading_scale";
AntiPatternType["POOR_COLOR_CHOICE"] = "poor_color_choice";
AntiPatternType["OVERCOMPLICATED_VISUALIZATION"] = "overcomplicated_visualization";
AntiPatternType["MISSING_CONTEXT"] = "missing_context";
})(AntiPatternType || (exports.AntiPatternType = AntiPatternType = {}));
var AntiPatternSeverity;
(function (AntiPatternSeverity) {
AntiPatternSeverity["CRITICAL"] = "critical";
AntiPatternSeverity["HIGH"] = "high";
AntiPatternSeverity["MEDIUM"] = "medium";
AntiPatternSeverity["LOW"] = "low";
AntiPatternSeverity["INFO"] = "info";
})(AntiPatternSeverity || (exports.AntiPatternSeverity = AntiPatternSeverity = {}));
// ===== COLOR SCIENCE & PALETTES =====
var ColorPaletteType;
(function (ColorPaletteType) {
ColorPaletteType["QUALITATIVE"] = "qualitative";
ColorPaletteType["SEQUENTIAL"] = "sequential";
ColorPaletteType["DIVERGING"] = "diverging";
ColorPaletteType["SINGLE_HUE"] = "single_hue";
ColorPaletteType["CYCLIC"] = "cyclic";
})(ColorPaletteType || (exports.ColorPaletteType = ColorPaletteType = {}));
var RelationshipType;
(function (RelationshipType) {
RelationshipType["LINEAR_POSITIVE"] = "linear_positive";
RelationshipType["LINEAR_NEGATIVE"] = "linear_negative";
RelationshipType["NON_LINEAR"] = "non_linear";
RelationshipType["CATEGORICAL_ASSOCIATION"] = "categorical_association";
RelationshipType["TEMPORAL_CORRELATION"] = "temporal_correlation";
RelationshipType["NO_RELATIONSHIP"] = "no_relationship";
})(RelationshipType || (exports.RelationshipType = RelationshipType = {}));
var BivariatePurpose;
(function (BivariatePurpose) {
BivariatePurpose["EXPLORE_RELATIONSHIP"] = "explore_relationship";
BivariatePurpose["COMPARE_DISTRIBUTIONS"] = "compare_distributions";
BivariatePurpose["SHOW_CORRELATION"] = "show_correlation";
BivariatePurpose["IDENTIFY_CLUSTERS"] = "identify_clusters";
BivariatePurpose["DETECT_OUTLIERS"] = "detect_outliers";
BivariatePurpose["SHOW_COMPOSITION"] = "show_composition";
})(BivariatePurpose || (exports.BivariatePurpose = BivariatePurpose = {}));
// ===== PREDEFINED COLOR PALETTES =====
exports.PREDEFINED_PALETTES = {
TABLEAU_10: {
name: 'Tableau 10',
type: ColorPaletteType.QUALITATIVE,
colors: [
'#4E79A7',
'#F28E2B',
'#E15759',
'#76B7B2',
'#59A14F',
'#EDC948',
'#AF7AA1',
'#FF9D9A',
'#9C755F',
'#BAB0AC',
],
usage: {
maxCategories: 10,
minCategories: 2,
bestFor: ['categorical data', 'qualitative comparisons', 'distinct groups'],
avoidFor: ['sequential data', 'continuous variables'],
},
accessibility: {
contrastRatio: 4.5,
alternativeEncoding: 'pattern',
wcagLevel: 'AA',
colorBlindSupport: true,
colorBlindSafe: {
protanopia: true,
deuteranopia: true,
tritanopia: true,
severity: 'safe',
},
contrastRatios: [],
alternativeEncodings: ['pattern', 'shape', 'texture'],
},
printSafety: {
grayscaleCompatible: true,
printFriendly: true,
monochromeDistinguishable: true,
recommendedPrintColors: ['#4E79A7', '#E15759', '#76B7B2', '#59A14F'],
},
context: {
cultural: [],
domain: [],
emotional: [],
},
},
VIRIDIS: {
name: 'Viridis',
type: ColorPaletteType.SEQUENTIAL,
colors: ['#440154', '#31688E', '#35B779', '#FDE725'],
usage: {
maxCategories: 256,
minCategories: 2,
bestFor: ['continuous data', 'heatmaps', 'sequential values'],
avoidFor: ['categorical data', 'qualitative comparisons'],
},
accessibility: {
contrastRatio: 4.5,
alternativeEncoding: 'size',
wcagLevel: 'AA',
colorBlindSupport: true,
colorBlindSafe: {
protanopia: true,
deuteranopia: true,
tritanopia: true,
severity: 'safe',
},
contrastRatios: [],
alternativeEncodings: ['opacity', 'size'],
},
printSafety: {
grayscaleCompatible: true,
printFriendly: true,
monochromeDistinguishable: true,
recommendedPrintColors: ['#440154', '#31688E', '#FDE725'],
},
context: {
cultural: [],
domain: [],
emotional: [],
},
},
RD_BU: {
name: 'Red-Blue Diverging',
type: ColorPaletteType.DIVERGING,
colors: ['#B2182B', '#EF8A62', '#FDDBC7', '#F7F7F7', '#D1E5F0', '#67A9CF', '#2166AC'],
usage: {
maxCategories: 11,
minCategories: 3,
bestFor: ['diverging data', 'data with central reference', 'correlation matrices'],
avoidFor: ['categorical data', 'sequential data'],
},
accessibility: {
contrastRatio: 3.0,
alternativeEncoding: 'pattern',
wcagLevel: 'A',
colorBlindSupport: false,
colorBlindSafe: {
protanopia: false,
deuteranopia: false,
tritanopia: true,
severity: 'caution',
},
contrastRatios: [],
alternativeEncodings: ['pattern', 'shape', 'value'],
},
printSafety: {
grayscaleCompatible: false,
printFriendly: false,
monochromeDistinguishable: false,
recommendedPrintColors: ['#B2182B', '#F7F7F7', '#2166AC'],
},
context: {
cultural: [],
domain: [],
emotional: [],
},
},
};
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