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//! Image plot
#[cfg(feature = "plotly_image")]
use image::{Pixel, RgbImage, RgbaImage};
#[cfg(feature = "plotly_ndarray")]
use ndarray::{Array, Ix2};
use plotly_derive::FieldSetter;
use serde::Serialize;
use crate::color::{Rgb, Rgba};
use crate::common::{Dim, HoverInfo, Label, LegendGroupTitle, PlotType, Visible};
use crate::private::{NumOrString, NumOrStringCollection};
use crate::Trace;
#[derive(Serialize, Clone, Copy, Debug)]
#[serde(untagged)]
pub enum PixelColor {
Color3(u8, u8, u8),
Color4(u8, u8, u8, f64),
}
/// A marker trait allowing several ways to describe the pixel data for an
/// `Image` trace.
pub trait ImageData {
fn to_image_data(&self) -> Vec<Vec<PixelColor>>;
}
impl ImageData for Vec<Vec<Rgb>> {
fn to_image_data(&self) -> Vec<Vec<PixelColor>> {
let mut out = Vec::with_capacity(self.len());
for row in self {
let mut new_row = Vec::with_capacity(row.len());
for pixel in row {
new_row.push(PixelColor::Color3(pixel.r, pixel.g, pixel.b))
}
out.push(new_row);
}
out
}
}
impl ImageData for Vec<Vec<Rgba>> {
fn to_image_data(&self) -> Vec<Vec<PixelColor>> {
let mut out = Vec::with_capacity(self.len());
for row in self {
let mut new_row = Vec::with_capacity(row.len());
for pixel in row {
new_row.push(PixelColor::Color4(pixel.r, pixel.g, pixel.b, pixel.a))
}
out.push(new_row);
}
out
}
}
#[cfg(feature = "plotly_image")]
impl ImageData for RgbImage {
fn to_image_data(&self) -> Vec<Vec<PixelColor>> {
let mut out = Vec::with_capacity(self.height() as usize);
for row in self.rows() {
let mut new_row = Vec::with_capacity(row.len());
for pixel in row {
let ch = pixel.channels();
new_row.push(PixelColor::Color3(ch[0], ch[1], ch[2]))
}
out.push(new_row);
}
out
}
}
#[cfg(feature = "plotly_image")]
impl ImageData for RgbaImage {
fn to_image_data(&self) -> Vec<Vec<PixelColor>> {
let mut out = Vec::with_capacity(self.height() as usize);
for row in self.rows() {
let mut new_row = Vec::with_capacity(row.len());
for pixel in row {
let ch = pixel.channels();
new_row.push(PixelColor::Color4(
ch[0],
ch[1],
ch[2],
ch[3] as f64 / 255.0,
))
}
out.push(new_row);
}
out
}
}
#[cfg(feature = "plotly_ndarray")]
impl ImageData for Array<(u8, u8, u8), Ix2> {
fn to_image_data(&self) -> Vec<Vec<PixelColor>> {
let height = self.shape()[0];
let mut out = Vec::with_capacity(height);
let pixels = self.map(|p| PixelColor::Color3(p.0, p.1, p.2));
for row in pixels.rows() {
out.push(row.to_vec());
}
out
}
}
#[cfg(feature = "plotly_ndarray")]
impl ImageData for Array<(u8, u8, u8, f64), Ix2> {
fn to_image_data(&self) -> Vec<Vec<PixelColor>> {
let height = self.shape()[0];
let mut out = Vec::with_capacity(height);
let pixels = self.map(|p| PixelColor::Color4(p.0, p.1, p.2, p.3));
for row in pixels.rows() {
out.push(row.to_vec());
}
out
}
}
#[derive(Serialize, Clone, Debug)]
#[serde(rename_all = "lowercase")]
pub enum ColorModel {
RGB,
RGBA,
RGBA256,
HSL,
HSLA,
}
#[derive(Clone, Debug)]
pub enum ZSmooth {
Fast,
False,
}
impl Serialize for ZSmooth {
fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where
S: serde::Serializer,
{
match self {
Self::Fast => serializer.serialize_str("fast"),
Self::False => serializer.serialize_bool(false),
}
}
}
/// Construct an image trace.
///
/// # Examples
///
/// ```
/// use plotly::{color::Rgb, image::ColorModel, Image};
///
/// let b = Rgb::new(0, 0, 0);
/// let w = Rgb::new(255, 255, 255);
///
/// let z = vec![
/// vec![b, w],
/// vec![w, b],
/// ];
///
/// let trace = Image::new(z).color_model(ColorModel::RGB);
///
/// let expected = serde_json::json!({
/// "type": "image",
/// "z": [[[0, 0, 0], [255, 255, 255]], [[255, 255, 255], [0, 0, 0]]],
/// "colormodel": "rgb"
/// });
///
/// 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 Image {
#[field_setter(default = "PlotType::Image")]
r#type: PlotType,
#[field_setter(skip)]
z: Option<Vec<Vec<PixelColor>>>,
/// 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>,
/// Sets the legend rank for this trace. Items and groups with smaller ranks
/// are presented on top/left side while with `"reversed"
/// `legend.trace_order` they are on bottom/right side. The default
/// legendrank is 1000, so that you can use ranks less than 1000 to
/// place certain items before all unranked items, and ranks greater
/// than 1000 to go after all unranked items.
#[serde(rename = "legendrank")]
legend_rank: Option<usize>,
/// 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>,
/// 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>>,
/// Set the image's x position.
x0: Option<NumOrString>,
/// Set the pixel's horizontal size.
dx: Option<f64>,
/// Set the image's y position.
y0: Option<NumOrString>,
/// Set the pixel's vertical size.
dy: Option<f64>,
/// Specifies the data URI of the image to be visualized. The URI consists
/// of "data:image/[<media subtype>][;base64],<data>".
source: Option<String>,
/// 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
/// strings 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 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 strings, 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>,
/// Color model used to map the numerical color components described in `z`
/// into colors. If `source` is specified, this attribute will be set to
/// `rgba256` otherwise it defaults to `rgb`.
#[serde(rename = "colormodel")]
color_model: Option<ColorModel>,
#[field_setter(skip)]
#[serde(rename = "zmax")]
z_max: Option<Vec<Vec<PixelColor>>>,
#[field_setter(skip)]
#[serde(rename = "zmin")]
z_min: Option<Vec<Vec<PixelColor>>>,
/// Picks a smoothing algorithm used to smooth `z` data. This only applies
/// for image traces that use the `source` attribute.
#[serde(rename = "zsmooth")]
z_smooth: Option<ZSmooth>,
/// Properties of label displayed on mouse hover.
#[serde(rename = "hoverlabel")]
hover_label: Option<Label>,
/// Controls persistence of some user-driven changes to the trace:
/// `constraintrange` in `parcoords` traces, as well as some `editable:
/// True` modifications such as `name` and `colorbar.title`. Defaults to
/// `layout.uirevision`. Note that other user-driven trace attribute changes
/// are controlled by `layout` attributes: `trace.visible` is controlled
/// by `layout.legend.uirevision`, `selectedpoints` is controlled
/// by `layout.selectionrevision`, and `colorbar.(x|y)` (accessible with
/// `config: {editable: True}`) is controlled by `layout.editrevision`.
/// Trace changes are tracked by `uid`, which only falls back on trace
/// index if no `uid` is provided. So if your app can add/remove traces
/// before the end of the `data` array, such that the same trace has a
/// different index, you can still preserve user-driven changes if you give
/// each trace a `uid` that stays with it as it moves.
#[serde(rename = "uirevision")]
ui_revision: Option<NumOrString>,
}
impl Image {
/// A 2-dimensional array in which each element is an array of 3 or 4
/// numbers representing a color.
pub fn new(z: impl ImageData) -> Box<Self> {
Box::new(Self {
z: Some(z.to_image_data()),
..Default::default()
})
}
/// Array defining the higher bound for each color component. Note that the
/// default value will depend on the colormodel. For the `rgb`
/// colormodel, it is [255, 255, 255]. For the `rgba` colormodel, it is
/// [255, 255, 255, 1]. For the `rgba256` colormodel, it is [255, 255, 255,
/// 255]. For the `hsl` colormodel, it is [360, 100, 100]. For the
/// `hsla` colormodel, it is [360, 100, 100, 1].
pub fn z_max(mut self, z_max: impl ImageData) -> Box<Self> {
self.z_max = Some(z_max.to_image_data());
Box::new(self)
}
/// Array defining the lower bound for each color component. Note that the
/// default value will depend on the colormodel. For the `rgb`
/// colormodel, it is [0, 0, 0]. For the `rgba` colormodel, it is [0, 0, 0,
/// 0]. For the `rgba256` colormodel, it is [0, 0, 0, 0]. For the `hsl`
/// colormodel, it is [0, 0, 0]. For the `hsla` colormodel, it is [0, 0,
/// 0, 0].
pub fn z_min(mut self, z_min: impl ImageData) -> Box<Self> {
self.z_min = Some(z_min.to_image_data());
Box::new(self)
}
}
impl Trace for Image {
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_pixel_color() {
assert_eq!(
to_value(PixelColor::Color3(255, 100, 150)).unwrap(),
json!([255, 100, 150])
);
assert_eq!(
to_value(PixelColor::Color4(150, 140, 190, 0.5)).unwrap(),
json!([150, 140, 190, 0.5])
);
}
#[test]
fn test_serialize_color_model() {
assert_eq!(to_value(ColorModel::RGB).unwrap(), json!("rgb"));
assert_eq!(to_value(ColorModel::RGBA).unwrap(), json!("rgba"));
assert_eq!(to_value(ColorModel::RGBA256).unwrap(), json!("rgba256"));
assert_eq!(to_value(ColorModel::HSL).unwrap(), json!("hsl"));
assert_eq!(to_value(ColorModel::HSLA).unwrap(), json!("hsla"));
}
#[test]
fn test_serialize_z_smooth() {
assert_eq!(to_value(ZSmooth::Fast).unwrap(), json!("fast"));
assert_eq!(to_value(ZSmooth::False).unwrap(), json!(false));
}
#[test]
fn test_serialize_image() {
let b = Rgba::new(0, 0, 0, 0.5);
let w = Rgba::new(255, 255, 255, 1.0);
let image = Image::new(vec![vec![b, w, b, w, b], vec![w, b, w, b, w]])
.name("image name")
.visible(Visible::True)
.legend_rank(1000)
.legend_group_title(LegendGroupTitle::new("Legend Group Title"))
.opacity(0.5)
.ids(vec!["one"])
.x0(0.0)
.dx(1.0)
.y0(2.0)
.dy(3.0)
.source("https://raw.githubusercontent.com/michaelbabyn/plot_data/master/bridge.jpg")
.text("text")
.text_array(vec!["text"])
.hover_text("hover_text")
.hover_text_array(vec!["hover_text"])
.hover_info(HoverInfo::XAndYAndZ)
.hover_template("hover_template")
.hover_template_array(vec!["hover_template"])
.meta("meta")
.custom_data(vec!["custom_data"])
.x_axis("x2")
.y_axis("y2")
.color_model(ColorModel::RGBA)
.z_max(vec![vec![w, w, w, w, w], vec![w, w, w, w, w]])
.z_min(vec![vec![b, b, b, b, b], vec![b, b, b, b, b]])
.z_smooth(ZSmooth::Fast)
.hover_label(Label::new())
.ui_revision(6);
let b = (0, 0, 0, 0.5);
let w = (255, 255, 255, 1.0);
let expected = json!({
"type": "image",
"z": [[b, w, b, w, b], [w, b, w, b, w]],
"name": "image name",
"visible": true,
"legendrank": 1000,
"legendgrouptitle": {"text": "Legend Group Title"},
"opacity": 0.5,
"ids": ["one"],
"x0": 0.0,
"dx": 1.0,
"y0": 2.0,
"dy": 3.0,
"source": "https://raw.githubusercontent.com/michaelbabyn/plot_data/master/bridge.jpg",
"text": ["text"],
"hovertext": ["hover_text"],
"hoverinfo": "x+y+z",
"hovertemplate": ["hover_template"],
"meta": "meta",
"customdata": ["custom_data"],
"xaxis": "x2",
"yaxis": "y2",
"colormodel": "rgba",
"zmax": [[w, w, w, w, w], [w, w, w, w, w]],
"zmin": [[b, b, b, b, b], [b, b, b, b, b]],
"zsmooth": "fast",
"hoverlabel": {},
"uirevision": 6,
});
assert_eq!(to_value(image).unwrap(), expected);
}
}