lodviz_core 0.3.0

Core visualization primitives and data structures for lodviz
Documentation
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//! Mark-axis compatibility rules for data validation
//!
//! This module defines which data types and field roles are compatible
//! with specific chart types (marks) and their axes. Inspired by Tableau's
//! dimension/measure model and Power BI's field type validation.

use super::data::{DataType, FieldRole};
use super::mark::Mark;

// ── Public API ────────────────────────────────────────────────────────────────

/// Type of axis or encoding channel
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
pub enum AxisType {
    /// Categorical/discrete axis (bar categories, pie slices)
    Categorical,
    /// Continuous/numeric axis (line charts, scatter plots)
    Continuous,
    /// Accepts both categorical and continuous (e.g., color channel)
    Any,
}

/// Requirements for a specific axis or encoding channel
#[derive(Debug, Clone)]
pub struct AxisRequirement {
    /// Name of the axis ("X", "Y", "Color", "Size", etc.)
    pub axis_name: &'static str,

    /// Expected axis type (categorical, continuous, or any)
    pub axis_type: AxisType,

    /// Required field roles (Dimension, Measure)
    pub required_roles: Vec<FieldRole>,

    /// Allowed data types for this axis
    pub allowed_data_types: Vec<DataType>,
}

impl AxisRequirement {
    /// Check if a field role is compatible with this axis
    pub fn accepts_role(&self, role: FieldRole) -> bool {
        self.required_roles.contains(&role)
    }

    /// Check if a data type is compatible with this axis
    pub fn accepts_data_type(&self, data_type: DataType) -> bool {
        self.allowed_data_types.contains(&data_type)
    }

    /// Check if both role and data type are compatible
    pub fn is_compatible(&self, role: FieldRole, data_type: DataType) -> bool {
        self.accepts_role(role) && self.accepts_data_type(data_type)
    }
}

/// Compatibility rules for a specific mark type
#[derive(Debug, Clone)]
pub struct MarkCompatibilityRules {
    /// The mark type these rules apply to
    pub mark: Mark,

    /// Requirements for the X axis
    pub x_axis: AxisRequirement,

    /// Requirements for the Y axis
    pub y_axis: AxisRequirement,

    /// Optional requirements for color encoding
    pub color_channel: Option<AxisRequirement>,

    /// Optional requirements for size encoding
    pub size_channel: Option<AxisRequirement>,
}

impl MarkCompatibilityRules {
    /// Get compatibility rules for a specific mark type
    ///
    /// # Examples
    /// ```
    /// use lodviz_core::core::mark::Mark;
    /// use lodviz_core::core::compatibility::MarkCompatibilityRules;
    ///
    /// let rules = MarkCompatibilityRules::for_mark(Mark::Bar);
    /// assert_eq!(rules.mark, Mark::Bar);
    /// ```
    pub fn for_mark(mark: Mark) -> Self {
        match mark {
            Mark::Line => Self::line_rules(),
            Mark::Area => Self::area_rules(),
            Mark::Bar => Self::bar_rules(),
            Mark::Point => Self::point_rules(),
            Mark::Circle => Self::circle_rules(),
            Mark::Arc => Self::arc_rules(),
        }
    }

    /// Compatibility rules for Line charts
    ///
    /// - X axis: Continuous (Quantitative or Temporal)
    /// - Y axis: Continuous (Quantitative)
    /// - Color: Optional categorical encoding
    fn line_rules() -> Self {
        Self {
            mark: Mark::Line,
            x_axis: AxisRequirement {
                axis_name: "X",
                axis_type: AxisType::Continuous,
                required_roles: vec![FieldRole::Dimension, FieldRole::Measure],
                allowed_data_types: vec![DataType::Quantitative, DataType::Temporal],
            },
            y_axis: AxisRequirement {
                axis_name: "Y",
                axis_type: AxisType::Continuous,
                required_roles: vec![FieldRole::Measure],
                allowed_data_types: vec![DataType::Quantitative],
            },
            color_channel: Some(AxisRequirement {
                axis_name: "Color",
                axis_type: AxisType::Any,
                required_roles: vec![FieldRole::Dimension],
                allowed_data_types: vec![DataType::Nominal, DataType::Ordinal],
            }),
            size_channel: None,
        }
    }

    /// Compatibility rules for Area charts
    ///
    /// - X axis: Continuous (Quantitative or Temporal)
    /// - Y axis: Continuous (Quantitative)
    /// - Color: Optional categorical encoding
    fn area_rules() -> Self {
        Self {
            mark: Mark::Area,
            x_axis: AxisRequirement {
                axis_name: "X",
                axis_type: AxisType::Continuous,
                required_roles: vec![FieldRole::Dimension, FieldRole::Measure],
                allowed_data_types: vec![DataType::Quantitative, DataType::Temporal],
            },
            y_axis: AxisRequirement {
                axis_name: "Y",
                axis_type: AxisType::Continuous,
                required_roles: vec![FieldRole::Measure],
                allowed_data_types: vec![DataType::Quantitative],
            },
            color_channel: Some(AxisRequirement {
                axis_name: "Color",
                axis_type: AxisType::Any,
                required_roles: vec![FieldRole::Dimension],
                allowed_data_types: vec![DataType::Nominal, DataType::Ordinal],
            }),
            size_channel: None,
        }
    }

    /// Compatibility rules for Bar charts
    ///
    /// - X axis: Categorical (Nominal or Ordinal)
    /// - Y axis: Continuous (Quantitative)
    /// - Color: Optional categorical encoding
    fn bar_rules() -> Self {
        Self {
            mark: Mark::Bar,
            x_axis: AxisRequirement {
                axis_name: "X",
                axis_type: AxisType::Categorical,
                required_roles: vec![FieldRole::Dimension],
                allowed_data_types: vec![DataType::Nominal, DataType::Ordinal],
            },
            y_axis: AxisRequirement {
                axis_name: "Y",
                axis_type: AxisType::Continuous,
                required_roles: vec![FieldRole::Measure],
                allowed_data_types: vec![DataType::Quantitative],
            },
            color_channel: Some(AxisRequirement {
                axis_name: "Color",
                axis_type: AxisType::Any,
                required_roles: vec![FieldRole::Dimension],
                allowed_data_types: vec![DataType::Nominal, DataType::Ordinal],
            }),
            size_channel: None,
        }
    }

    /// Compatibility rules for Point charts (scatter plots)
    ///
    /// - X axis: Continuous (Quantitative)
    /// - Y axis: Continuous (Quantitative)
    /// - Color: Optional categorical encoding
    /// - Size: Optional quantitative encoding
    fn point_rules() -> Self {
        Self {
            mark: Mark::Point,
            x_axis: AxisRequirement {
                axis_name: "X",
                axis_type: AxisType::Continuous,
                required_roles: vec![FieldRole::Measure],
                allowed_data_types: vec![DataType::Quantitative],
            },
            y_axis: AxisRequirement {
                axis_name: "Y",
                axis_type: AxisType::Continuous,
                required_roles: vec![FieldRole::Measure],
                allowed_data_types: vec![DataType::Quantitative],
            },
            color_channel: Some(AxisRequirement {
                axis_name: "Color",
                axis_type: AxisType::Any,
                required_roles: vec![FieldRole::Dimension],
                allowed_data_types: vec![DataType::Nominal, DataType::Ordinal],
            }),
            size_channel: Some(AxisRequirement {
                axis_name: "Size",
                axis_type: AxisType::Continuous,
                required_roles: vec![FieldRole::Measure],
                allowed_data_types: vec![DataType::Quantitative],
            }),
        }
    }

    /// Compatibility rules for Circle charts (bubble plots)
    ///
    /// - X axis: Continuous (Quantitative)
    /// - Y axis: Continuous (Quantitative)
    /// - Color: Optional categorical encoding
    /// - Size: Optional quantitative encoding
    fn circle_rules() -> Self {
        Self {
            mark: Mark::Circle,
            x_axis: AxisRequirement {
                axis_name: "X",
                axis_type: AxisType::Continuous,
                required_roles: vec![FieldRole::Measure],
                allowed_data_types: vec![DataType::Quantitative],
            },
            y_axis: AxisRequirement {
                axis_name: "Y",
                axis_type: AxisType::Continuous,
                required_roles: vec![FieldRole::Measure],
                allowed_data_types: vec![DataType::Quantitative],
            },
            color_channel: Some(AxisRequirement {
                axis_name: "Color",
                axis_type: AxisType::Any,
                required_roles: vec![FieldRole::Dimension],
                allowed_data_types: vec![DataType::Nominal, DataType::Ordinal],
            }),
            size_channel: Some(AxisRequirement {
                axis_name: "Size",
                axis_type: AxisType::Continuous,
                required_roles: vec![FieldRole::Measure],
                allowed_data_types: vec![DataType::Quantitative],
            }),
        }
    }

    /// Compatibility rules for Arc charts (pie/donut charts)
    ///
    /// - X axis: Categorical (Nominal)
    /// - Y axis: Continuous (Quantitative)
    fn arc_rules() -> Self {
        Self {
            mark: Mark::Arc,
            x_axis: AxisRequirement {
                axis_name: "X",
                axis_type: AxisType::Categorical,
                required_roles: vec![FieldRole::Dimension],
                allowed_data_types: vec![DataType::Nominal],
            },
            y_axis: AxisRequirement {
                axis_name: "Y",
                axis_type: AxisType::Continuous,
                required_roles: vec![FieldRole::Measure],
                allowed_data_types: vec![DataType::Quantitative],
            },
            color_channel: None,
            size_channel: None,
        }
    }
}

// ── Tests ─────────────────────────────────────────────────────────────────────

#[cfg(test)]
mod tests {
    use super::*;

    #[test]
    fn test_axis_requirement_accepts_role() {
        let req = AxisRequirement {
            axis_name: "X",
            axis_type: AxisType::Categorical,
            required_roles: vec![FieldRole::Dimension],
            allowed_data_types: vec![DataType::Nominal],
        };

        assert!(req.accepts_role(FieldRole::Dimension));
        assert!(!req.accepts_role(FieldRole::Measure));
    }

    #[test]
    fn test_axis_requirement_accepts_data_type() {
        let req = AxisRequirement {
            axis_name: "X",
            axis_type: AxisType::Categorical,
            required_roles: vec![FieldRole::Dimension],
            allowed_data_types: vec![DataType::Nominal, DataType::Ordinal],
        };

        assert!(req.accepts_data_type(DataType::Nominal));
        assert!(req.accepts_data_type(DataType::Ordinal));
        assert!(!req.accepts_data_type(DataType::Quantitative));
    }

    #[test]
    fn test_axis_requirement_is_compatible() {
        let req = AxisRequirement {
            axis_name: "Y",
            axis_type: AxisType::Continuous,
            required_roles: vec![FieldRole::Measure],
            allowed_data_types: vec![DataType::Quantitative],
        };

        assert!(req.is_compatible(FieldRole::Measure, DataType::Quantitative));
        assert!(!req.is_compatible(FieldRole::Dimension, DataType::Quantitative));
        assert!(!req.is_compatible(FieldRole::Measure, DataType::Nominal));
    }

    #[test]
    fn test_line_chart_accepts_temporal_x() {
        let rules = MarkCompatibilityRules::for_mark(Mark::Line);
        assert!(rules.x_axis.accepts_data_type(DataType::Temporal));
        assert!(rules
            .x_axis
            .is_compatible(FieldRole::Dimension, DataType::Temporal));
    }

    #[test]
    fn test_line_chart_requires_quantitative_y() {
        let rules = MarkCompatibilityRules::for_mark(Mark::Line);
        assert!(rules.y_axis.accepts_data_type(DataType::Quantitative));
        assert!(!rules.y_axis.accepts_data_type(DataType::Nominal));
    }

    #[test]
    fn test_bar_chart_requires_categorical_x() {
        let rules = MarkCompatibilityRules::for_mark(Mark::Bar);
        assert_eq!(rules.x_axis.axis_type, AxisType::Categorical);
        assert!(rules.x_axis.accepts_data_type(DataType::Nominal));
        assert!(rules.x_axis.accepts_data_type(DataType::Ordinal));
        assert!(!rules.x_axis.accepts_data_type(DataType::Quantitative));
    }

    #[test]
    fn test_bar_chart_rejects_quantitative_x() {
        let rules = MarkCompatibilityRules::for_mark(Mark::Bar);
        assert!(!rules
            .x_axis
            .is_compatible(FieldRole::Measure, DataType::Quantitative));
    }

    #[test]
    fn test_scatter_requires_quantitative_xy() {
        let rules = MarkCompatibilityRules::for_mark(Mark::Point);
        assert!(rules
            .x_axis
            .is_compatible(FieldRole::Measure, DataType::Quantitative));
        assert!(rules
            .y_axis
            .is_compatible(FieldRole::Measure, DataType::Quantitative));
        assert!(!rules
            .x_axis
            .is_compatible(FieldRole::Dimension, DataType::Nominal));
    }

    #[test]
    fn test_scatter_has_size_channel() {
        let rules = MarkCompatibilityRules::for_mark(Mark::Point);
        assert!(rules.size_channel.is_some());
        let size = rules.size_channel.unwrap();
        assert_eq!(size.axis_name, "Size");
        assert!(size.is_compatible(FieldRole::Measure, DataType::Quantitative));
    }

    #[test]
    fn test_pie_chart_accepts_nominal_x() {
        let rules = MarkCompatibilityRules::for_mark(Mark::Arc);
        assert!(rules
            .x_axis
            .is_compatible(FieldRole::Dimension, DataType::Nominal));
        // Ordinal not explicitly allowed for Arc (strict nominal only)
        assert!(!rules.x_axis.accepts_data_type(DataType::Ordinal));
    }

    #[test]
    fn test_pie_chart_no_color_channel() {
        let rules = MarkCompatibilityRules::for_mark(Mark::Arc);
        assert!(rules.color_channel.is_none());
        assert!(rules.size_channel.is_none());
    }

    #[test]
    fn test_area_chart_same_as_line() {
        let line_rules = MarkCompatibilityRules::for_mark(Mark::Line);
        let area_rules = MarkCompatibilityRules::for_mark(Mark::Area);

        // Both should have same axis requirements
        assert_eq!(
            line_rules.x_axis.allowed_data_types,
            area_rules.x_axis.allowed_data_types
        );
        assert_eq!(
            line_rules.y_axis.allowed_data_types,
            area_rules.y_axis.allowed_data_types
        );
    }

    #[test]
    fn test_circle_chart_same_as_point() {
        let point_rules = MarkCompatibilityRules::for_mark(Mark::Point);
        let circle_rules = MarkCompatibilityRules::for_mark(Mark::Circle);

        // Both should have same axis requirements
        assert_eq!(
            point_rules.x_axis.allowed_data_types,
            circle_rules.x_axis.allowed_data_types
        );
        assert!(circle_rules.size_channel.is_some());
    }

    #[test]
    fn test_all_marks_have_rules() {
        // Ensure every Mark variant has compatibility rules defined
        let marks = [
            Mark::Line,
            Mark::Area,
            Mark::Bar,
            Mark::Point,
            Mark::Circle,
            Mark::Arc,
        ];

        for mark in marks {
            let rules = MarkCompatibilityRules::for_mark(mark);
            assert_eq!(rules.mark, mark);
        }
    }
}