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//! Scatter trace
#[cfg(feature = "plotly_ndarray")]
use ndarray::{Array, Ix1, Ix2};
use plotly_derive::FieldSetter;
use serde::Serialize;
#[cfg(feature = "plotly_ndarray")]
use crate::ndarray::ArrayTraces;
use crate::{
color::Color,
common::{
Calendar, Dim, ErrorData, Fill, Font, HoverInfo, HoverOn, Label, LegendGroupTitle, Line,
Marker, Mode, Orientation, PlotType, Position, Visible,
},
private::{NumOrString, NumOrStringCollection},
Trace,
};
#[derive(Serialize, Clone, Debug)]
#[serde(rename_all = "lowercase")]
pub enum GroupNorm {
#[serde(rename = "")]
Default,
Fraction,
Percent,
}
#[derive(Serialize, Clone, Debug)]
#[serde(rename_all = "lowercase")]
pub enum StackGaps {
#[serde(rename = "infer zero")]
InferZero,
Interpolate,
}
/// Construct a scatter trace.
///
/// # Examples
///
/// ```
/// use plotly::Scatter;
///
/// let trace = Scatter::new(vec![0, 1, 2], vec![2, 1, 0]);
///
/// let expected = serde_json::json!({
/// "type": "scatter",
/// "x": [0, 1, 2],
/// "y": [2, 1, 0]
/// });
///
/// assert_eq!(serde_json::to_value(trace).unwrap(), expected);
/// ```
#[serde_with::skip_serializing_none]
#[derive(Serialize, Clone, Debug, FieldSetter)]
#[field_setter(box_self, kind = "trace")]
pub struct Scatter<X, Y>
where
X: Serialize + Clone + 'static,
Y: Serialize + Clone + 'static,
{
#[field_setter(default = "PlotType::Scatter")]
r#type: PlotType,
/// Sets the trace name. The trace name appear as the legend item and on
/// hover.
name: Option<String>,
/// Determines whether or not this trace is visible. If
/// `Visible::LegendOnly`, the trace is not drawn, but can appear as a
/// legend item (provided that the legend itself is visible).
visible: Option<Visible>,
/// Determines whether or not an item corresponding to this trace is shown
/// in the legend.
#[serde(rename = "showlegend")]
show_legend: Option<bool>,
/// Sets the legend group for this trace. Traces part of the same legend
/// group hide/show at the same time when toggling legend items.
#[serde(rename = "legendgroup")]
legend_group: Option<String>,
/// Set and style the title to appear for the legend group
#[serde(rename = "legendgrouptitle")]
legend_group_title: Option<LegendGroupTitle>,
/// Sets the opacity of the trace.
opacity: Option<f64>,
/// Determines the drawing mode for this scatter trace. If the provided
/// `Mode` includes "Text" then the `text` elements appear at the
/// coordinates. Otherwise, the `text` elements appear on hover. If
/// there are less than 20 points and the trace is not stacked then the
/// default is `Mode::LinesMarkers`, otherwise it is `Mode::Lines`.
mode: Option<Mode>,
/// Assigns id labels to each datum. These ids for object constancy of data
/// points during animation. Should be an array of strings, not numbers
/// or any other type.
ids: Option<Vec<String>>,
x: Option<Vec<X>>,
/// Alternate to `x`. Builds a linear space of x coordinates. Use with `dx`
/// where `x0` is the starting coordinate and `dx` the step.
x0: Option<NumOrString>,
/// Sets the x coordinate step. See `x0` for more info.
dx: Option<f64>,
y: Option<Vec<Y>>,
/// Alternate to `y`. Builds a linear space of y coordinates. Use with `dy`
/// where `y0` is the starting coordinate and `dy` the step.
y0: Option<NumOrString>,
/// Sets the y coordinate step. See `y0` for more info.
dy: Option<f64>,
/// Sets text elements associated with each (x,y) pair. If a single string,
/// the same string appears over all the data points. If an array of
/// string, the items are mapped in order to the this trace's (x,y)
/// coordinates. If the trace `HoverInfo` contains a "text" flag and
/// `hover_text` is not set, these elements will be seen in the hover
/// labels.
text: Option<Dim<String>>,
/// Sets the positions of the `text` elements with respects to the (x,y)
/// coordinates.
#[serde(rename = "textposition")]
text_position: Option<Dim<Position>>,
/// Template string used for rendering the information text that appear on
/// points. Note that this will override `textinfo`. Variables are
/// inserted using %{variable}, for example "y: %{y}". Numbers are
/// formatted using d3-format's syntax %{variable:d3-format}, for example "Price: %{y:$.2f}". See [format](https://github.com/d3/d3-3.x-api-reference/blob/master/Formatting.md#d3)
/// for details on the formatting syntax. Dates are formatted using
/// d3-time-format's syntax %{variable|d3-time-format}, for example
/// "Day: %{2019-01-01|%A}". See [format](https://github.com/d3/d3-3.x-api-reference/blob/master/Time-Formatting.md#format) for details
/// on the date formatting syntax. Every attributes that can be specified
/// per-point (the ones that are `arrayOk: true`) are available.
#[serde(rename = "texttemplate")]
text_template: Option<Dim<String>>,
/// Sets hover text elements associated with each (x,y) pair. If a single
/// string, the same string appears over all the data points. If an
/// array of string, the items are mapped in order to the this trace's
/// (x,y) coordinates. To be seen, trace `HoverInfo` must contain a
/// "Text" flag.
#[serde(rename = "hovertext")]
hover_text: Option<Dim<String>>,
/// Determines which trace information appear on hover. If `HoverInfo::None`
/// or `HoverInfo::Skip` are set, no information is displayed upon
/// hovering. But, if `HoverInfo::None` is set, click and hover events
/// are still fired.
#[serde(rename = "hoverinfo")]
hover_info: Option<HoverInfo>,
/// Template string used for rendering the information that appear on hover
/// box. Note that this will override `HoverInfo`. Variables are
/// inserted using %{variable}, for example "y: %{y}". Numbers are
/// formatted using d3-format's syntax %{variable:d3-format}, for example
/// "Price: %{y:$.2f}".
/// https://github.com/d3/d3-3.x-api-reference/blob/master/Formatting.md#d3_format for details
/// on the formatting syntax. Dates are formatted using d3-time-format's
/// syntax %{variable|d3-time-format}, for example "Day:
/// %{2019-01-01|%A}". https://github.com/d3/d3-3.x-api-reference/blob/master/Time-Formatting.md#format for details
/// on the date formatting syntax. The variables available in
/// `hovertemplate` are the ones emitted as event data described at this link https://plotly.com/javascript/plotlyjs-events/#event-data.
/// Additionally, every attributes that can be specified per-point (the ones
/// that are `arrayOk: true`) are available. Anything contained in tag
/// `<extra>` is displayed in the secondary box, for example
/// "<extra>{fullData.name}</extra>". To hide the secondary box
/// completely, use an empty tag `<extra></extra>`.
#[serde(rename = "hovertemplate")]
hover_template: Option<Dim<String>>,
/// Assigns extra meta information associated with this trace that can be
/// used in various text attributes. Attributes such as trace `name`,
/// graph, axis and colorbar `title.text`, annotation `text`
/// `rangeselector`, `updatemenues` and `sliders` `label` text all support
/// `meta`. To access the trace `meta` values in an attribute in the same
/// trace, simply use `%{meta[i]}` where `i` is the index or key of the
/// `meta` item in question. To access trace `meta` in layout
/// attributes, use `%{data[n[.meta[i]}` where `i` is the index or key of
/// the `meta` and `n` is the trace index.
meta: Option<NumOrString>,
/// Assigns extra data each datum. This may be useful when listening to
/// hover, click and selection events. Note that, "scatter" traces also
/// appends customdata items in the markers DOM elements
#[serde(rename = "customdata")]
custom_data: Option<NumOrStringCollection>,
/// Sets a reference between this trace's x coordinates and a 2D cartesian x
/// axis. If "x" ( the default value), the x coordinates refer to
/// `Layout::x_axis`. If "x2", the x coordinates
/// refer to `Layout::x_axis2`, and so on.
#[serde(rename = "xaxis")]
x_axis: Option<String>,
/// Sets a reference between this trace's y coordinates and a 2D cartesian y
/// axis. If "y" (the default value), the y coordinates refer to
/// `Layout::y_axis`. If "y2", the y coordinates
/// refer to `Layout::y_axis2`, and so on.
#[serde(rename = "yaxis")]
y_axis: Option<String>,
/// Only relevant when `stackgroup` is used, and only the first
/// `orientation` found in the `stackgroup` will be used - including if
/// `visible` is "legendonly" but not if it is `false`.
/// Sets the stacking direction. With "v" ("h"), the y (x) values of
/// subsequent traces are added. Also affects the default value of
/// `fill`.
orientation: Option<Orientation>,
/// Only relevant when `stackgroup` is used, and only the first `groupnorm`
/// found in the `stackgroup` will be used - including if `visible` is
/// "legendonly" but not if it is `false`. Sets the normalization for
/// the sum of this `stackgroup`. With "fraction", the value of each
/// trace at each location is divided by the sum of all trace values at that
/// location. "percent" is the same but multiplied by 100 to show
/// percentages. If there are multiple subplots, or
/// multiple `stackgroup`s on one subplot, each will be normalized within
/// its own set.
#[serde(rename = "groupnorm")]
group_norm: Option<GroupNorm>,
/// Set several scatter traces (on the same subplot) to the same stackgroup
/// in order to add their y values (or their x values if `orientation`
/// is "h"). If blank or omitted this trace will not be stacked.
/// Stacking also turns `fill` on by default, using "tonexty" ("tonextx")
/// if `orientation` is "h" ("v") and sets the default `mode` to "lines"
/// irrespective of point count. You can only stack on a numeric (linear
/// or log) axis. Traces in a `stackgroup` will only fill to (or be
/// filled to) other traces in the same group. With multiple `stackgroup`s
/// or some traces stacked and some not, if fill-linked traces are not
/// already consecutive, the later ones will be pushed down in the
/// drawing order.
#[serde(rename = "stackgroup")]
stack_group: Option<String>,
/// Determines how points are displayed and joined.
marker: Option<Marker>,
/// Line display properties.
line: Option<Line>,
/// Sets the text font.
#[serde(rename = "textfont")]
text_font: Option<Font>,
/// x-axis error display properties
error_x: Option<ErrorData>,
/// y-axis error display properties.
error_y: Option<ErrorData>,
/// Determines whether or not markers and text nodes are clipped about the
/// subplot axes. To show markers and text nodes above axis lines and
/// tick labels, make sure to set `xaxis.layer` and `yaxis.layer` to
/// "below traces".
#[serde(rename = "cliponaxis")]
clip_on_axis: Option<bool>,
/// Determines whether or not gaps (i.e. {nan} or missing values) in the
/// provided data arrays are connected.
#[serde(rename = "connectgaps")]
connect_gaps: Option<bool>,
/// Sets the area to fill with a solid color. Defaults to "none" unless this
/// trace is stacked, then it gets "tonexty" ("tonextx") if
/// `orientation` is "v" ("h") Use with `fillcolor` if not
/// "none". "tozerox" and "tozeroy" fill to x=0 and y=0 respectively.
/// "tonextx" and "tonexty" fill between the endpoints of this trace and
/// the endpoints of the trace before it, connecting those endpoints
/// with straight lines (to make a stacked area graph); if there is
/// no trace before it, they behave like "tozerox" and "tozeroy". "toself"
/// connects the endpoints of the trace (or each segment of the trace if
/// it has gaps) into a closed shape. "tonext" fills the space between
/// two traces if one completely encloses the other (eg consecutive
/// contour lines), and behaves like "toself" if there is no trace before
/// it. "tonext" should not be used if one trace does not enclose the
/// other. Traces in a `stackgroup` will only fill to (or be filled to)
/// other traces in the same group. With multiple `stackgroup`s or some
/// traces stacked and some not, if fill-linked traces are not
/// already consecutive, the later ones will be pushed down in the drawing
/// order.
fill: Option<Fill>,
/// Sets the fill color. Defaults to a half-transparent variant of the line
/// color, marker color, or marker line color, whichever is available.
#[serde(rename = "fillcolor")]
fill_color: Option<Box<dyn Color>>,
/// Properties of label displayed on mouse hover.
#[serde(rename = "hoverlabel")]
hover_label: Option<Label>,
/// Do the hover effects highlight individual points (markers or line
/// points) or do they highlight filled regions? If the fill is "toself"
/// or "tonext" and there are no markers or text, then the default is
/// "fills", otherwise it is "points".
#[serde(rename = "hoveron")]
hover_on: Option<HoverOn>,
/// Only relevant when `stack_group` is used, and only the first
/// `stack_gaps` found in the `stackgroup` will be used - including if
/// `visible` is set to `Visible::LegendOnly` but not if it is set to
/// `Visible::False`. Determines how we handle locations at which other
/// traces in this group have data but this one does not. With "infer
/// zero" we insert a zero at these locations. With "interpolate" we
/// linearly interpolate between existing values, and extrapolate a constant
/// beyond the existing values.
#[serde(rename = "stackgaps")]
stack_gaps: Option<StackGaps>,
/// Sets the calendar system to use with `x` date data.
#[serde(rename = "xcalendar")]
x_calendar: Option<Calendar>,
/// Sets the calendar system to use with `y` date data.
#[serde(rename = "ycalendar")]
y_calendar: Option<Calendar>,
}
impl<X, Y> Scatter<X, Y>
where
X: Serialize + Clone + 'static,
Y: Serialize + Clone + 'static,
{
pub fn new(x: Vec<X>, y: Vec<Y>) -> Box<Self> {
Box::new(Self {
x: Some(x),
y: Some(y),
..Default::default()
})
}
#[cfg(feature = "plotly_ndarray")]
pub fn from_array(x: Array<X, Ix1>, y: Array<Y, Ix1>) -> Box<Self> {
Box::new(Scatter {
x: Some(x.to_vec()),
y: Some(y.to_vec()),
..Default::default()
})
}
/// Produces `Scatter` traces from a 2 dimensional tensor (`traces_matrix`)
/// indexed by `x`. This function requires the `ndarray` feature.
///
/// # Arguments
/// * `x` - One dimensional array (or view) that represents the
/// `x` axis coordinates.
/// * `traces_matrix` - Two dimensional array (or view) containing the `y`
/// axis coordinates of
/// the traces.
/// * `array_traces` - Determines whether the traces are arranged in the
/// matrix over the
/// columns (`ArrayTraces::OverColumns`) or over the rows
/// (`ArrayTraces::OverRows`).
///
/// # Examples
///
/// ```
/// use plotly::common::Mode;
/// use plotly::{Plot, Scatter, ArrayTraces};
/// use ndarray::{Array, Ix1, Ix2};
///
/// fn ndarray_to_traces() {
/// let n: usize = 11;
/// let t: Array<f64, Ix1> = Array::range(0., 10., 10. / n as f64);
/// let mut ys: Array<f64, Ix2> = Array::zeros((11, 11));
/// let mut count = 0.;
/// for mut row in ys.columns_mut() {
/// for index in 0..row.len() {
/// row[index] = count + (index as f64).powf(2.);
/// }
/// count += 1.;
/// }
///
/// let traces = Scatter::default()
/// .mode(Mode::LinesMarkers)
/// .to_traces(t, ys, ArrayTraces::OverColumns);
///
/// let mut plot = Plot::new();
/// plot.add_traces(traces);
///
/// # if false { // Skip running this line in doctests.
/// plot.show();
/// # }
/// }
/// fn main() -> std::io::Result<()> {
/// ndarray_to_traces();
/// Ok(())
/// }
/// ```
#[cfg(feature = "plotly_ndarray")]
pub fn to_traces(
&self,
x: Array<X, Ix1>,
traces_matrix: Array<Y, Ix2>,
array_traces: ArrayTraces,
) -> Vec<Box<dyn Trace>> {
let mut traces: Vec<Box<dyn Trace>> = Vec::new();
let mut trace_vectors = crate::private::trace_vectors_from(traces_matrix, array_traces);
trace_vectors.reverse();
while !trace_vectors.is_empty() {
let mut sc = Box::new(self.clone());
sc.x = Some(x.to_vec());
let data = trace_vectors.pop();
if let Some(d) = data {
sc.y = Some(d);
traces.push(sc);
}
}
traces
}
/// Enables WebGL.
pub fn web_gl_mode(mut self, on: bool) -> Box<Self> {
self.r#type = if on {
PlotType::ScatterGL
} else {
PlotType::Scatter
};
Box::new(self)
}
}
impl<X, Y> Trace for Scatter<X, Y>
where
X: Serialize + Clone + 'static,
Y: Serialize + Clone + 'static,
{
fn to_json(&self) -> String {
serde_json::to_string(self).unwrap()
}
}
#[cfg(test)]
mod tests {
use serde_json::{json, to_value};
use super::*;
#[test]
fn test_serialize_group_norm() {
assert_eq!(to_value(GroupNorm::Default).unwrap(), json!(""));
assert_eq!(to_value(GroupNorm::Fraction).unwrap(), json!("fraction"));
assert_eq!(to_value(GroupNorm::Percent).unwrap(), json!("percent"));
}
#[test]
#[rustfmt::skip]
fn test_serialize_stack_gaps() {
assert_eq!(to_value(StackGaps::InferZero).unwrap(), json!("infer zero"));
assert_eq!(to_value(StackGaps::Interpolate).unwrap(), json!("interpolate"));
}
#[test]
fn test_serialize_default_scatter() {
let trace = Scatter::<u32, u32>::default();
let expected = json!({"type": "scatter"});
assert_eq!(to_value(trace).unwrap(), expected);
}
#[test]
fn test_serialize_scatter() {
use crate::common::ErrorType;
let trace = Scatter::new(vec![0, 1], vec![2, 3])
.clip_on_axis(true)
.connect_gaps(false)
.custom_data(vec!["custom_data"])
.error_x(ErrorData::new(ErrorType::Percent))
.error_y(ErrorData::new(ErrorType::Data))
.dx(1.0)
.dy(4.0)
.fill(Fill::ToNext)
.fill_color("#789456")
.group_norm(GroupNorm::Default)
.hover_info(HoverInfo::Name)
.hover_label(Label::new())
.hover_on(HoverOn::Points)
.hover_text("hover_text")
.hover_text_array(vec!["hover_text"])
.hover_template("hover_template")
.hover_template_array(vec!["hover_template"])
.ids(vec!["1"])
.legend_group("legend_group")
.legend_group_title(LegendGroupTitle::new("Legend Group Title"))
.line(Line::new())
.marker(Marker::new())
.meta("meta")
.mode(Mode::LinesMarkers)
.name("scatter_trace")
.opacity(0.6)
.orientation(Orientation::Horizontal)
.show_legend(false)
.stack_gaps(StackGaps::InferZero)
.stack_group("stack_group")
.text("text")
.text_array(vec!["text"])
.text_font(Font::new())
.text_position(Position::MiddleCenter)
.text_position_array(vec![Position::MiddleLeft])
.text_template("text_template")
.text_template_array(vec!["text_template"])
.visible(Visible::True)
.x_axis("x_axis")
.x_calendar(Calendar::Chinese)
.x0(0)
.y_axis("y_axis")
.y_calendar(Calendar::Coptic)
.y0(2)
.web_gl_mode(true);
let expected = json!({
"type": "scattergl",
"x": [0, 1],
"y": [2, 3],
"cliponaxis": true,
"connectgaps": false,
"customdata": ["custom_data"],
"error_x": {"type": "percent"},
"error_y": {"type": "data"},
"dx": 1.0,
"dy": 4.0,
"fill": "tonext",
"fillcolor": "#789456",
"groupnorm": "",
"hoverinfo": "name",
"hoverlabel": {},
"hoveron": "points",
"hovertext": ["hover_text"],
"hovertemplate": ["hover_template"],
"ids": ["1"],
"legendgroup": "legend_group",
"legendgrouptitle": {"text": "Legend Group Title"},
"line": {},
"marker": {},
"meta": "meta",
"mode": "lines+markers",
"name": "scatter_trace",
"opacity": 0.6,
"orientation": "h",
"showlegend": false,
"stackgaps": "infer zero",
"stackgroup": "stack_group",
"text": ["text"],
"textfont": {},
"textposition": ["middle left"],
"texttemplate": ["text_template"],
"visible": true,
"xaxis": "x_axis",
"xcalendar": "chinese",
"x0": 0,
"yaxis": "y_axis",
"ycalendar": "coptic",
"y0": 2
});
assert_eq!(to_value(trace).unwrap(), expected);
}
}