From d89dbe5c110469bb2513dea0d1872675a32d4d42 Mon Sep 17 00:00:00 2001 From: Carson Sievert Date: Wed, 13 Jul 2016 16:20:47 -0500 Subject: [PATCH 01/10] few initial thoughts --- vignettes/intro.Rmd | 51 +++++++++++++++++++++++++++++++++++++-- vignettes/overview.Rmd | 55 ++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 104 insertions(+), 2 deletions(-) create mode 100644 vignettes/overview.Rmd diff --git a/vignettes/intro.Rmd b/vignettes/intro.Rmd index efc8923a71..1e02d4517b 100644 --- a/vignettes/intro.Rmd +++ b/vignettes/intro.Rmd @@ -1,12 +1,13 @@ --- -title: "An overview of plotly's R API" +title: "An intro to `plot_ly()`" author: "Carson Sievert" +date: "`r Sys.Date()`" output: rmarkdown::html_vignette: self_contained: false vignette: > %\VignetteEngine{knitr::rmarkdown} - %\VignetteIndexEntry{Plotly DSL} + %\VignetteIndexEntry{Plotly Intro} --- ```{r, echo = FALSE} @@ -18,6 +19,52 @@ knitr::opts_chunk$set( ) ``` + + +This vignette outlines the philosophy behind `plot_ly()` through a series of examples (click on the static images to see the interactive version). In a nutshell, `plot_ly()` aims to: + +1. Provide sensible defaults/messages/warnings based on the information supplied, but still allows for full customization through [plotly.js](https://github.com/plotly/plotly.js)' (the open source JavaScript graphing library which powers plotly) [figure reference](https://plot.ly/r/reference/). +2. Leverage useful concepts from the grammar of graphics (without requiring it to be used). + +## Smart defaults, messages, warnings, errors + +If no visualization type is specified, `plot_ly()` infers a sensible type based on the information provided. In this case, a numeric matrix (named `volcano`) is mapped to the `z` attribute, so a heatmap is a sensible default. + +```{r, message = TRUE} +str(volcano) +plot_ly(z = ~volcano) +``` + + +A heatmap is not the only way to visualize a numeric matrix. Since `plot_ly()` only _initializes_ a plotly object, + +we can change the default visualization type using any of the `add_*()` functions: + +```{r} +add_surface(plot_ly(z = ~volcano)) +``` + +There are a number of `add_*()` functions, for a number + +## Functional interface + +Plotly's R package has a functional interface: every function takes a plotly object as it's first input argument and returns a modified plotly object. To make code more readable, plotly re-exports the pipe operator (`%>%`) from the magrittr package. The pipe operator takes the object on the left-hand side and injects it into the first argument (by default) of the function on the right-hand side. This allows us to read code from left to right instead of inside out. + +```{r, eval = FALSE} +# these two lines of code are equivalent, but the second is easier to read +plotly_POST(add_surface(plot_ly(z = ~volcano))) +plot_ly(z = ~volcano) %>% add_surface() %>% plotly_POST() +``` + + + + +```{r} +plot_ly(diamonds, x = ~cut) +plot_ly(diamonds, y = ~cut) +``` + + To create a plotly visualization, start with `plot_ly()`. ```{r} diff --git a/vignettes/overview.Rmd b/vignettes/overview.Rmd new file mode 100644 index 0000000000..49c9e1bd56 --- /dev/null +++ b/vignettes/overview.Rmd @@ -0,0 +1,55 @@ +--- +title: "plotly overview" +author: "Carson Sievert" +date: "`r Sys.Date()`" +output: + rmarkdown::html_vignette: + self_contained: false +vignette: > + %\VignetteEngine{knitr::rmarkdown} + %\VignetteIndexEntry{Plotly Intro} +--- + +```{r, echo = FALSE} +knitr::opts_chunk$set( + message = FALSE, + warning = FALSE, + fig.width = 7, + fig.height = 3 +) +``` + +plotly is an R package for making interactive graphics via the open source JavaScript graphing library [plotly.js](https://github.com/plotly/plotly.js). It provides two main ways to create a plotly visualization: `ggplotly()` and `plot_ly()`. Both of these functions output an [htmlwidget](http://www.htmlwidgets.org/) object, which allows plots to work seamlessly and consistently across various contexts (e.g., R Markdown documents, shiny apps, inside RStudio, or any other R command prompt). For IPython/Jupyter notebook users, there is also an `embed_notebook()` function to embed plots as iframes pointing to a local HTML file. For [plot.ly](https://plot.ly/) subscribers, there is a `plotly_POST()` function for sending local graphs to your account, and a `get_figure()` function for downloading publicly hosted plot.ly figure(s). + +## Translate ggplot2 to plotly with `ggplotly()` + +The `ggplotly()` function translates [ggplot2](https://cran.r-project.org/web/packages/ggplot2/index.html) graphics to a plotly equivalent, for example: + +```{r} +library(plotly) +p <- ggplot(txhousing, aes(x = date, y = median, group = city)) + + geom_line(alpha = 0.3) + + geom_line(data = subset(txhousing, city == "Houston"), color = "red") +ggplotly(p) +``` + +If you know ggplot2, `ggplotly()` is great since you can add some interactivity (specifically, idenfication + zoom & pan) to your plots for free. Also, + +The `ggplotly()` function tries its best to replicate what you see _exactly_ in the static ggplot2 graph. + +The output of a `ggplotly()` function is a plotly object. + +## The `plot_ly()` interface + +The `plot_ly()` function draws inspiration from ggplot2's implementation of the grammar of graphics, but provides a more flexible and direct interface to [plotly.js](https://github.com/plotly/plotly.js). The interface is also functional, and designed to work with dplyr, so visualization can be described as a sequence of data manipulations and visual components via the pipe operator (`%>%`) from the magrittr package. + +```{r} +txhousing %>% + group_by(city) %>% + plot_ly(x = ~date, y = ~median) %>% + add_lines(alpha = 0.3, color = I("black"), name = "Texan Cities") %>% + filter(city == "Houston") %>% + add_lines(color = I("red"), name = "Houston") +``` + +TODO: list resources From 59f176c25b84363339a8c4986f7138d82b62ef3e Mon Sep 17 00:00:00 2001 From: Carson Sievert Date: Wed, 13 Jul 2016 16:28:57 -0500 Subject: [PATCH 02/10] load package --- vignettes/intro.Rmd | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/vignettes/intro.Rmd b/vignettes/intro.Rmd index 1e02d4517b..45a2132882 100644 --- a/vignettes/intro.Rmd +++ b/vignettes/intro.Rmd @@ -3,8 +3,7 @@ title: "An intro to `plot_ly()`" author: "Carson Sievert" date: "`r Sys.Date()`" output: - rmarkdown::html_vignette: - self_contained: false + rmarkdown::html_vignette vignette: > %\VignetteEngine{knitr::rmarkdown} %\VignetteIndexEntry{Plotly Intro} @@ -31,6 +30,7 @@ This vignette outlines the philosophy behind `plot_ly()` through a series of exa If no visualization type is specified, `plot_ly()` infers a sensible type based on the information provided. In this case, a numeric matrix (named `volcano`) is mapped to the `z` attribute, so a heatmap is a sensible default. ```{r, message = TRUE} +library(plotly) str(volcano) plot_ly(z = ~volcano) ``` From 3a025a676ca43a6d844aacb1b6f71271ed66beed Mon Sep 17 00:00:00 2001 From: Carson Sievert Date: Wed, 13 Jul 2016 16:36:31 -0500 Subject: [PATCH 03/10] unique tests --- tests/testthat/test-plotly-linetype.R | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/testthat/test-plotly-linetype.R b/tests/testthat/test-plotly-linetype.R index ec617acc9a..96fa346d8b 100644 --- a/tests/testthat/test-plotly-linetype.R +++ b/tests/testthat/test-plotly-linetype.R @@ -22,7 +22,7 @@ test_that("Mapping a variable to linetype works", { test_that("Can set the linetype range.", { p <- plot_ly(tx, x = ~date, y = ~median, linetype = ~city, linetypes = 5:1) - l <- expect_traces(p, 5, "linetype") + l <- expect_traces(p, 5, "linetype2") lines <- lapply(l$data, "[[", "line") dashes <- unlist(lapply(lines, "[[", "dash")) expect_equal(dashes, plotly:::lty2dash(5:1)) @@ -30,7 +30,7 @@ test_that("Can set the linetype range.", { test_that("Can avoid scaling", { p <- plot_ly(tx, x = ~date, y = ~median, linetype = I(3)) - l <- expect_traces(p, 1, "linetype") + l <- expect_traces(p, 1, "linetype3") lines <- lapply(l$data, "[[", "line") dashes <- unlist(lapply(lines, "[[", "dash")) expect_equal(dashes, plotly:::lty2dash(3)) From 4eb63e6e647b584c42f6d17b24f519f9a24df5cb Mon Sep 17 00:00:00 2001 From: Carson Sievert Date: Wed, 13 Jul 2016 16:56:49 -0500 Subject: [PATCH 04/10] obtain error message --- tests/testthat.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/testthat.R b/tests/testthat.R index ccae55ab7e..f95687a800 100644 --- a/tests/testthat.R +++ b/tests/testthat.R @@ -84,7 +84,7 @@ save_outputs <- function(gg, name) { !isTRUE(plot_hash == test_info$hash) } else FALSE if (has_diff || build_table) { - pm <- RSeval(conn, "tryCatch(plotly::plotly_build(gg)$x, error = function(e) 'plotly build error')") + pm <- RSeval(conn, "tryCatch(plotly::plotly_build(gg)$x, error = function(e) e$message)") if (build_table) { # save pngs of ggplot filename <- paste0(gsub("\\s+", "-", name), ".png") From 97a8fe73bbd0c859b36880c9e7c3fb655bb81509 Mon Sep 17 00:00:00 2001 From: Carson Sievert Date: Wed, 13 Jul 2016 17:05:04 -0500 Subject: [PATCH 05/10] try assigning object to child session --- tests/testthat.R | 1 + 1 file changed, 1 insertion(+) diff --git a/tests/testthat.R b/tests/testthat.R index f95687a800..4a26c30cd0 100644 --- a/tests/testthat.R +++ b/tests/testthat.R @@ -84,6 +84,7 @@ save_outputs <- function(gg, name) { !isTRUE(plot_hash == test_info$hash) } else FALSE if (has_diff || build_table) { + RSassign(conn, gg) pm <- RSeval(conn, "tryCatch(plotly::plotly_build(gg)$x, error = function(e) e$message)") if (build_table) { # save pngs of ggplot From a923f9da645df1f1756352b70685351f76059f3b Mon Sep 17 00:00:00 2001 From: Carson Sievert Date: Wed, 13 Jul 2016 18:28:05 -0500 Subject: [PATCH 06/10] only diff the data and layout --- tests/testthat.R | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/testthat.R b/tests/testthat.R index 4a26c30cd0..67124d02ff 100644 --- a/tests/testthat.R +++ b/tests/testthat.R @@ -73,7 +73,7 @@ skip_on_pull_request <- function() { # object (aka the data behind the plot). save_outputs <- function(gg, name) { print(paste("Running test:", name)) - p <- plotly_build(gg)$x + p <- plotly_build(gg)$x[c("data", "layout")] has_diff <- if (report_diffs) { # save a hash of the R object plot_hash <- digest::digest(p) @@ -85,7 +85,7 @@ save_outputs <- function(gg, name) { } else FALSE if (has_diff || build_table) { RSassign(conn, gg) - pm <- RSeval(conn, "tryCatch(plotly::plotly_build(gg)$x, error = function(e) e$message)") + pm <- RSeval(conn, "tryCatch(plotly::plotly_build(gg)$x[c('data', 'layout')], error = function(e) e$message)") if (build_table) { # save pngs of ggplot filename <- paste0(gsub("\\s+", "-", name), ".png") From e9380854099f16fccb1a089933a8411ea2adf511 Mon Sep 17 00:00:00 2001 From: Carson Sievert Date: Thu, 14 Jul 2016 10:27:24 -0500 Subject: [PATCH 07/10] upgrade to plotlyjs 1.14.2; NEWS -> NEWS.md --- NEWS => NEWS.md | 6 +++- R/sysdata.rda | Bin 9805 -> 9819 bytes .../lib/plotlyjs/plotly-latest.min.js | 34 +++++++++--------- inst/htmlwidgets/plotly.yaml | 2 +- tests/testthat/test-plotly-color.R | 4 +-- 5 files changed, 25 insertions(+), 21 deletions(-) rename NEWS => NEWS.md (99%) diff --git a/NEWS b/NEWS.md similarity index 99% rename from NEWS rename to NEWS.md index 55b60747fe..5e1070bf4d 100644 --- a/NEWS +++ b/NEWS.md @@ -1,4 +1,8 @@ -4.0.0 +4.0.1 -- 14 June 2016 + +* Upgraded to plotly.js v1.14.2 -- https://github.com/plotly/plotly.js/releases/tag/v1.14.2 + +4.0.0 -- 13 June 2016 BREAKING CHANGES & IMPROVEMENTS: diff --git a/R/sysdata.rda b/R/sysdata.rda index 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e=this.scene,r=a.Plots.getSubplotIds(e.fullLayout,"gl2d"),n=a.Axes.findSubplotsWithAxis(r,t);return 0!==n.indexOf(e.id)},l.hasAxisInDfltPos=function(t,e){var r=e.side;return"xaxis"===t?"bottom"===r:"yaxis"===t?"left"===r:void 0},l.hasAxisInAltrPos=function(t,e){var r=e.side;return"xaxis"===t?"top"===r:"yaxis"===t?"right"===r:void 0},l.getLabelPad=function(t,e){var r=1.5,n=e.titlefont.size,i=e.showticklabels;return"xaxis"===t?"top"===e.side?-10+n*(r+(i?1:0)):-10+n*(r+(i?.5:0)):"yaxis"===t?"right"===e.side?10+n*(r+(i?1:.5)):10+n*(r+(i?.5:0)):void 0},l.getTickPad=function(t){return"outside"===t.ticks?10+t.ticklen:15},l.getTickMarkLength=function(t){if(!t.ticks)return 0;var e=t.ticklen;return"inside"===t.ticks?-e:e},e.exports=i},{"../../lib/html2unicode":381,"../../lib/str2rgbarray":394,"../../plotly":402}],438:[function(t,e,r){"use strict";var n=t("./scene2d"),i=t("../plots"),a=t("../../constants/xmlns_namespaces");r.name="gl2d",r.attr=["xaxis","yaxis"],r.idRoot=["x","y"],r.idRegex={x:/^x([2-9]|[1-9][0-9]+)?$/,y:/^y([2-9]|[1-9][0-9]+)?$/},r.attrRegex={x:/^xaxis([2-9]|[1-9][0-9]+)?$/,y:/^yaxis([2-9]|[1-9][0-9]+)?$/},r.attributes=t("../cartesian/attributes"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,a=i.getSubplotIds(e,"gl2d"),o=0;or;++r){var n=t[r],i=e[r];if(n.length!==i.length)return!0;for(var a=0;ao;++o,--s)for(var l=0;r>l;++l)for(var c=0;4>c;++c){var u=i[4*(r*o+l)+c];i[4*(r*o+l)+c]=i[4*(r*s+l)+c],i[4*(r*s+l)+c]=u}var f=document.createElement("canvas");f.width=r,f.height=n;var h=f.getContext("2d"),d=h.createImageData(r,n);d.data.set(i),h.putImageData(d,0,0);var p;switch(t){case"jpeg":p=f.toDataURL("image/jpeg");break;case"webp":p=f.toDataURL("image/webp");break;default:p=f.toDataURL("image/png")}return this.staticPlot&&this.container.removeChild(a),p},m.computeTickMarks=function(){this.xaxis._length=this.glplot.viewBox[2]-this.glplot.viewBox[0],this.yaxis._length=this.glplot.viewBox[3]-this.glplot.viewBox[1];for(var t=[s.calcTicks(this.xaxis),s.calcTicks(this.yaxis)],e=0;2>e;++e)for(var r=0;rk;++k)w[k]=Math.min(w[k],a.bounds[k]),w[k+2]=Math.max(w[k+2],a.bounds[k+2])}var A;for(n=0;2>n;++n)w[n]>w[n+2]&&(w[n]=-1,w[n+2]=1),A=this[v[n]],A._length=y.viewBox[n+2]-y.viewBox[n],s.doAutoRange(A);y.ticks=this.computeTickMarks();var M=this.xaxis.range,T=this.yaxis.range;y.dataBox=[M[0],T[0],M[1],T[1]],y.merge(r),o.update(y),this.glplot.draw()},m.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=this.fullLayout;this.cameraChanged();var i=r.x*t.pixelRatio,a=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&"zoom"===n.dragmode)this.selectBox.enabled=!0,this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],t.setDirty();else{this.selectBox.enabled=!1;var o=n._size,s=this.xaxis.domain,c=this.yaxis.domain,u=t.pick(i/t.pixelRatio+o.l+s[0]*o.w,a/t.pixelRatio-(o.t+(1-c[1])*o.h));if(u&&n.hovermode){var f=u.object._trace.handlePick(u);if(f&&(!this.lastPickResult||this.lastPickResult.trace!==f.trace||this.lastPickResult.dataCoord[0]!==f.dataCoord[0]||this.lastPickResult.dataCoord[1]!==f.dataCoord[1])){var h=this.lastPickResult=f;this.spikes.update({center:u.dataCoord}),h.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(u.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(u.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio];var d=h.hoverinfo;if("all"!==d){var p=d.split("+");-1===p.indexOf("x")&&(h.traceCoord[0]=void 0),-1===p.indexOf("y")&&(h.traceCoord[1]=void 0),-1===p.indexOf("z")&&(h.traceCoord[2]=void 0),-1===p.indexOf("text")&&(h.textLabel=void 0),-1===p.indexOf("name")&&(h.name=void 0)}l.loneHover({x:h.screenCoord[0],y:h.screenCoord[1],xLabel:this.hoverFormatter("xaxis",h.traceCoord[0]),yLabel:this.hoverFormatter("yaxis",h.traceCoord[1]),zLabel:h.traceCoord[2],text:h.textLabel,name:h.name,color:h.color},{container:this.svgContainer}),this.lastPickResult={dataCoord:u.dataCoord}}}else!u&&this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,l.loneUnhover(this.svgContainer))}t.draw()}},m.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return s.tickText(r,r.c2l(e),"hover").text}}},{"../../lib/html2unicode":381,"../../lib/show_no_webgl_msg":392,"../../plots/cartesian/axes":405,"../../plots/cartesian/graph_interact":412,"./camera":436,"./convert":437,"gl-plot2d":165,"gl-select-box":195,"gl-spikes2d":215}],440:[function(t,e,r){"use strict";function n(t,e){t=t||document.body,e=e||{};var r=[.01,1/0];"distanceLimits"in e&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]),"zoomMin"in e&&(r[0]=e.zoomMin),"zoomMax"in e&&(r[1]=e.zoomMax);var n=a({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||"orbit",distanceLimits:r}),l=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],c=0,u=t.clientWidth,f=t.clientHeight,h={keyBindingMode:"rotate",view:n,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:n.modes,tick:function(){var e=i(),r=this.delay,a=e-2*r;n.idle(e-r),n.recalcMatrix(a),n.flush(e-(100+2*r));for(var o=!0,s=n.computedMatrix,h=0;16>h;++h)o=o&&l[h]===s[h],l[h]=s[h];var d=t.clientWidth===u&&t.clientHeight===f;return u=t.clientWidth,f=t.clientHeight,o?!d:(c=Math.exp(n.computedRadius[0]),!0)},lookAt:function(t,e,r){n.lookAt(n.lastT(),t,e,r)},rotate:function(t,e,r){n.rotate(n.lastT(),t,e,r)},pan:function(t,e,r){n.pan(n.lastT(),t,e,r)},translate:function(t,e,r){n.translate(n.lastT(),t,e,r)}};Object.defineProperties(h,{matrix:{get:function(){return n.computedMatrix},set:function(t){return n.setMatrix(n.lastT(),t),n.computedMatrix},enumerable:!0},mode:{get:function(){return n.getMode()},set:function(t){var e=n.computedUp.slice(),r=n.computedEye.slice(),a=n.computedCenter.slice();if(n.setMode(t),"turntable"===t){var o=i();n._active.lookAt(o,r,a,e),n._active.lookAt(o+500,r,a,[0,0,1]),n._active.flush(o)}return n.getMode()},enumerable:!0},center:{get:function(){return n.computedCenter},set:function(t){return n.lookAt(n.lastT(),null,t),n.computedCenter},enumerable:!0},eye:{get:function(){return n.computedEye},set:function(t){return n.lookAt(n.lastT(),t),n.computedEye},enumerable:!0},up:{get:function(){return n.computedUp},set:function(t){return n.lookAt(n.lastT(),null,null,t),n.computedUp},enumerable:!0},distance:{get:function(){return c},set:function(t){return n.setDistance(n.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return n.getDistanceLimits(r)},set:function(t){return n.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener("contextmenu",function(t){return t.preventDefault(),!1});var d=0,p=0;return o(t,function(e,r,a,o){var s="rotate"===h.keyBindingMode,l="pan"===h.keyBindingMode,u="zoom"===h.keyBindingMode,f=!!o.control,g=!!o.alt,v=!!o.shift,m=!!(1&e),y=!!(2&e),b=!!(4&e),x=1/t.clientHeight,_=x*(r-d),w=x*(a-p),k=h.flipX?1:-1,A=h.flipY?1:-1,M=i(),T=Math.PI*h.rotateSpeed;if((s&&m&&!f&&!g&&!v||m&&!f&&!g&&v)&&n.rotate(M,k*T*_,-A*T*w,0),(l&&m&&!f&&!g&&!v||y||m&&f&&!g&&!v)&&n.pan(M,-h.translateSpeed*_*c,h.translateSpeed*w*c,0),u&&m&&!f&&!g&&!v||b||m&&!f&&g&&!v){var E=-h.zoomSpeed*w/window.innerHeight*(M-n.lastT())*100;n.pan(M,0,0,c*(Math.exp(E)-1))}return d=r,p=a,!0}),s(t,function(t,e){var r=h.flipX?1:-1,a=h.flipY?1:-1,o=i();if(Math.abs(t)>Math.abs(e))n.rotate(o,0,0,-t*r*Math.PI*h.rotateSpeed/window.innerWidth);else{var s=-h.zoomSpeed*a*e/window.innerHeight*(o-n.lastT())/100;n.pan(o,0,0,c*(Math.exp(s)-1))}},!0),h}e.exports=n;var i=t("right-now"),a=t("3d-view"),o=t("mouse-change"),s=t("mouse-wheel")},{"3d-view":39,"mouse-change":241,"mouse-wheel":245,"right-now":255}],441:[function(t,e,r){"use strict";function n(t,e){for(var r=0;3>r;++r){var n=s[r];e[n]._gd=t}}var i=t("./scene"),a=t("../plots"),o=t("../../constants/xmlns_namespaces"),s=["xaxis","yaxis","zaxis"];r.name="gl3d",r.attr="scene",r.idRoot="scene",r.idRegex=/^scene([2-9]|[1-9][0-9]+)?$/,r.attrRegex=/^scene([2-9]|[1-9][0-9]+)?$/,r.attributes=t("./layout/attributes"),r.layoutAttributes=t("./layout/layout_attributes"),r.supplyLayoutDefaults=t("./layout/defaults"),r.plot=function(t){var e=t._fullLayout,r=t._fullData,o=a.getSubplotIds(e,"gl3d");e._paperdiv.style({width:e.width+"px",height:e.height+"px"}),t._context.setBackground(t,e.paper_bgcolor);for(var s=0;sr;++r){var n=t[c[r]];e.labels[r]=o(n.title),"titlefont"in n&&(n.titlefont.color&&(e.labelColor[r]=s(n.titlefont.color)),n.titlefont.family&&(e.labelFont[r]=n.titlefont.family),n.titlefont.size&&(e.labelSize[r]=n.titlefont.size)),"showline"in n&&(e.lineEnable[r]=n.showline),"linecolor"in n&&(e.lineColor[r]=s(n.linecolor)),"linewidth"in n&&(e.lineWidth[r]=n.linewidth),"showgrid"in n&&(e.gridEnable[r]=n.showgrid),"gridcolor"in n&&(e.gridColor[r]=s(n.gridcolor)),"gridwidth"in n&&(e.gridWidth[r]=n.gridwidth),"log"===n.type?e.zeroEnable[r]=!1:"zeroline"in n&&(e.zeroEnable[r]=n.zeroline),"zerolinecolor"in n&&(e.zeroLineColor[r]=s(n.zerolinecolor)),"zerolinewidth"in n&&(e.zeroLineWidth[r]=n.zerolinewidth),"ticks"in n&&n.ticks?e.lineTickEnable[r]=!0:e.lineTickEnable[r]=!1,"ticklen"in n&&(e.lineTickLength[r]=e._defaultLineTickLength[r]=n.ticklen),"tickcolor"in n&&(e.lineTickColor[r]=s(n.tickcolor)),"tickwidth"in n&&(e.lineTickWidth[r]=n.tickwidth),"tickangle"in n&&(e.tickAngle[r]="auto"===n.tickangle?0:Math.PI*-n.tickangle/180),"showticklabels"in n&&(e.tickEnable[r]=n.showticklabels),"tickfont"in n&&(n.tickfont.color&&(e.tickColor[r]=s(n.tickfont.color)),n.tickfont.family&&(e.tickFont[r]=n.tickfont.family),n.tickfont.size&&(e.tickSize[r]=n.tickfont.size)),"mirror"in n?-1!==["ticks","all","allticks"].indexOf(n.mirror)?(e.lineTickMirror[r]=!0,e.lineMirror[r]=!0):n.mirror===!0?(e.lineTickMirror[r]=!1,e.lineMirror[r]=!0):(e.lineTickMirror[r]=!1,e.lineMirror[r]=!1):e.lineMirror[r]=!1,"showbackground"in n&&n.showbackground!==!1?(e.backgroundEnable[r]=!0,e.backgroundColor[r]=s(n.backgroundcolor)):e.backgroundEnable[r]=!1}},e.exports=i},{"../../../lib/html2unicode":381,"../../../lib/str2rgbarray":394,arraytools:49}],446:[function(t,e,r){"use strict";function n(t,e,r,n){for(var a=r("bgcolor"),l=i.combine(a,n.paper_bgcolor),c=Object.keys(o.camera),u=0;ue;++e){var r=t[o[e]];this.enabled[e]=r.showspikes,this.colors[e]=a(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness}},e.exports=i},{"../../../lib/str2rgbarray":394}],449:[function(t,e,r){"use strict";function n(t){for(var e=new Array(3),r=0;3>r;++r){for(var n=t[r],i=new Array(n.length),a=0;au;++u){var f=i[s[u]];if(f._length=(r[u].hi-r[u].lo)*r[u].pixelsPerDataUnit/t.dataScale[u],Math.abs(f._length)===1/0)c[u]=[];else{f.range[0]=r[u].lo/t.dataScale[u],f.range[1]=r[u].hi/t.dataScale[u],f._m=1/(t.dataScale[u]*r[u].pixelsPerDataUnit),f.range[0]===f.range[1]&&(f.range[0]-=1,f.range[1]+=1);var h=f.tickmode;if("auto"===f.tickmode){f.tickmode="linear";var d=f.nticks||a.Lib.constrain(f._length/40,4,9);a.Axes.autoTicks(f,Math.abs(f.range[1]-f.range[0])/d)}for(var p=a.Axes.calcTicks(f),g=0;gu;++u){l[u]=.5*(t.glplot.bounds[0][u]+t.glplot.bounds[1][u]);for(var g=0;2>g;++g)e.bounds[g][u]=t.glplot.bounds[g][u]}t.contourLevels=n(c)}e.exports=i;var a=t("../../../plotly"),o=t("../../../lib/html2unicode"),s=["xaxis","yaxis","zaxis"],l=[0,0,0]},{"../../../lib/html2unicode":381,"../../../plotly":402}],450:[function(t,e,r){"use strict";function n(t,e){var r,n,i=[0,0,0,0];for(r=0;4>r;++r)for(n=0;4>n;++n)i[n]+=t[4*r+n]*e[r];return i}function i(t,e){var r=n(t.projection,n(t.view,n(t.model,[e[0],e[1],e[2],1])));return r}e.exports=i},{}],451:[function(t,e,r){"use strict";function n(t){function e(e,r){if("string"==typeof r)return r;var n=t.fullSceneLayout[e];return g.tickText(n,n.c2l(r),"hover").text}var r,n=t.svgContainer,i=t.container.getBoundingClientRect(),a=i.width,o=i.height;n.setAttributeNS(null,"viewBox","0 0 "+a+" "+o),n.setAttributeNS(null,"width",a),n.setAttributeNS(null,"height",o),A(t),t.glplot.axes.update(t.axesOptions);for(var s=Object.keys(t.traces),l=null,c=t.glplot.selection,u=0;ua;++a)l=u[T[a]],_(l);t?Array.isArray(t)||(t=[t]):t=[];var 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n=j.getBoundingClientRect();x=e-n.left,w=r-n.top,L={a:N.aaxis.range[0],b:N.baxis.range[1],c:N.caxis.range[1]},C=L,S=N.aaxis.range[1]-L.a,z=o(N.graphDiv._fullLayout[N.id].bgcolor).getLuminance(),P="M0,"+N.h+"L"+N.w/2+", 0L"+N.w+","+N.h+"Z",R=!1,O=D.append("path").attr("class","zoombox").style({fill:z>.2?"rgba(0,0,0,0)":"rgba(255,255,255,0)","stroke-width":0}).attr("d",P),I=D.append("path").attr("class","zoombox-corners").style({fill:c.background,stroke:c.defaultLine,"stroke-width":1,opacity:0}).attr("d","M0,0Z"),p()}function e(t,e){return 1-e/N.h}function r(t,e){return 1-(t+(N.h-e)/Math.sqrt(3))/N.w}function n(t,e){return(t-(N.h-e)/Math.sqrt(3))/N.w}function a(t,i){var a=x+t,o=w+i,s=Math.max(0,Math.min(1,e(x,w),e(a,o))),l=Math.max(0,Math.min(1,r(x,w),r(a,o))),c=Math.max(0,Math.min(1,n(x,w),n(a,o))),u=(s/2+c)*N.w,f=(1-s/2-l)*N.w,h=(u+f)/2,d=f-u,p=(1-s)*N.h,g=p-d/_;d.2?"rgba(0,0,0,0.4)":"rgba(255,255,255,0.3)").duration(200),I.transition().style("opacity",1).duration(200),R=!0)}function 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n=t("../scatter/attributes"),i=t("../../components/colorscale/color_attributes"),a=t("../../constants/gl2d_dashes"),o=t("../../constants/gl_markers"),s=t("../../lib/extend").extendFlat,l=t("../../lib/extend").extendDeep,c=n.line,u=n.marker,f=u.line;e.exports={x:n.x,x0:n.x0,dx:n.dx,y:n.y,y0:n.y0,dy:n.dy,text:s({},n.text,{}),mode:{valType:"flaglist",flags:["lines","markers"],extras:["none"]},line:{color:c.color,width:c.width,dash:{valType:"enumerated",values:Object.keys(a),dflt:"solid"}},marker:l({},i("marker"),{symbol:{valType:"enumerated",values:Object.keys(o),dflt:"circle",arrayOk:!0},size:u.size,sizeref:u.sizeref,sizemin:u.sizemin,sizemode:u.sizemode,opacity:u.opacity,showscale:u.showscale,line:l({},i("marker.line"),{width:f.width})}),connectgaps:n.connectgaps,fill:s({},n.fill,{values:["none","tozeroy","tozerox"]}),fillcolor:n.fillcolor,_nestedModules:{error_x:"ErrorBars",error_y:"ErrorBars","marker.colorbar":"Colorbar"}}},{"../../components/colorscale/color_attributes":311,"../../constants/gl2d_dashes":367,"../../constants/gl_markers":369,"../../lib/extend":377,"../scatter/attributes":556}],590:[function(t,e,r){"use 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r=t.plotContainer;r.select(".scatterlayer").selectAll("*").remove();for(var i={x:function(){return t.xaxis},y:function(){return t.yaxis},plot:r},a=new Array(e.length),o=t.graphDiv.calcdata,s=0;se){for(var r=g/e,n=[0|Math.floor(t[0].shape[0]*r+1),0|Math.floor(t[0].shape[1]*r+1)],i=n[0]*n[1],o=0;or;++r)this.showContour[r]&&(e=!0,t[r]=this.scene.contourLevels[r]);e&&this.surface.update({levels:t})},v.update=function(t){var e,r=this.scene,n=r.fullSceneLayout,a=this.surface,s=t.opacity,l=i(t.colorscale,s),u=t.z,h=t.x,d=t.y,g=n.xaxis,v=n.yaxis,m=n.zaxis,y=r.dataScale,b=u[0].length,x=u.length,_=[c(new Float32Array(b*x),[b,x]),c(new Float32Array(b*x),[b,x]),c(new Float32Array(b*x),[b,x])],w=_[0],k=_[1],A=r.contourLevels;this.data=t,f(_[2],function(t,e){return m.d2l(u[e][t])*y[2]}),Array.isArray(h[0])?f(w,function(t,e){return g.d2l(h[e][t])*y[0]}):f(w,function(t){return g.d2l(h[t])*y[0]}),Array.isArray(d[0])?f(k,function(t,e){return v.d2l(d[e][t])*y[1]}):f(k,function(t,e){return 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S=t.contours[L[e]];E[e]=S.highlight,M.showContour[e]=S.show||S.highlight,M.showContour[e]&&(M.contourProject[e]=[S.project.x,S.project.y,S.project.z],S.show?(this.showContour[e]=!0,M.levels[e]=A[e],a.highlightColor[e]=M.contourColor[e]=p(S.color),S.usecolormap?a.highlightTint[e]=M.contourTint[e]=0:a.highlightTint[e]=M.contourTint[e]=1,M.contourWidth[e]=S.width):this.showContour[e]=!1,S.highlight&&(M.dynamicColor[e]=p(S.highlightcolor),M.dynamicWidth[e]=S.highlightwidth))}M.coords=_,a.update(M),a.visible=t.visible,a.enableDynamic=E,a.snapToData=!0,"lighting"in t&&(a.ambientLight=t.lighting.ambient,a.diffuseLight=t.lighting.diffuse,a.specularLight=t.lighting.specular,a.roughness=t.lighting.roughness,a.fresnel=t.lighting.fresnel),"lightposition"in t&&(a.lightPosition=[t.lightposition.x,t.lightposition.y,t.lightposition.z]),s&&1>s&&(a.supportsTransparency=!0)},v.dispose=function(){this.scene.glplot.remove(this.surface),this.surface.dispose()},e.exports=s},{"../../lib/str2rgbarray":394,"gl-surface3d":221,ndarray:253,"ndarray-fill":246,"ndarray-homography":251,"ndarray-ops":252,tinycolor2:274}],605:[function(t,e,r){"use strict";function n(t,e,r){e in t&&!(r in t)&&(t[r]=t[e])}var i=t("../../lib"),a=t("../../components/colorscale/defaults"),o=t("./attributes");e.exports=function(t,e,r,s){function l(r,n){return i.coerce(t,e,o,r,n)}var c,u,f=l("z");if(!f)return void(e.visible=!1);var 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n={};n.attributes=t("./attributes"),n.supplyDefaults=t("./defaults"),n.colorbar=t("./colorbar"),n.calc=t("./calc"),n.plot=t("./convert"),n.moduleType="trace",n.name="surface",n.basePlotModule=t("../../plots/gl3d"),n.categories=["gl3d","noOpacity"],n.meta={},e.exports=n},{"../../plots/gl3d":441,"./attributes":601,"./calc":602,"./colorbar":603,"./convert":604,"./defaults":605}]},{},[12])(12)}); \ No newline at end of file +function n(t,e,r){function n(r,n){return a.coerce(t,e,o,r,n)}e=e||{},n("source"),n("layer"),n("x"),n("y"),n("xanchor"),n("yanchor"),n("sizex"),n("sizey"),n("sizing"),n("opacity");for(var s=0;2>s;s++){var l={_fullLayout:r},c=["x","y"][s];i.coerceRef(t,e,l,c,"paper")}return e}var i=t("../../plots/cartesian/axes"),a=t("../../lib"),o=t("./attributes");e.exports=function(t,e){if(t.images&&Array.isArray(t.images))for(var r=t.images,i=e.images=[],a=0;a=2/3},r.isCenterAnchor=function(t){return"center"===t.xanchor||"auto"===t.xanchor&&t.x>1/3&&t.x<2/3},r.isBottomAnchor=function(t){return"bottom"===t.yanchor||"auto"===t.yanchor&&t.y<=1/3},r.isMiddleAnchor=function(t){return"middle"===t.yanchor||"auto"===t.yanchor&&t.y>1/3&&t.y<2/3}},{}],340:[function(t,e,r){"use strict";var n=t("../../plots/font_attributes"),i=t("../color/attributes"),a=t("../../lib/extend").extendFlat;e.exports={bgcolor:{valType:"color"},bordercolor:{valType:"color",dflt:i.defaultLine},borderwidth:{valType:"number",min:0,dflt:0},font:a({},n,{}),orientation:{valType:"enumerated",values:["v","h"],dflt:"v"},traceorder:{valType:"flaglist",flags:["reversed","grouped"],extras:["normal"]},tracegroupgap:{valType:"number",min:0,dflt:10},x:{valType:"number",min:-2,max:3,dflt:1.02},xanchor:{valType:"enumerated",values:["auto","left","center","right"],dflt:"left"},y:{valType:"number",min:-2,max:3,dflt:1},yanchor:{valType:"enumerated",values:["auto","top","middle","bottom"],dflt:"auto"}}},{"../../lib/extend":377,"../../plots/font_attributes":423,"../color/attributes":302}],341:[function(t,e,r){"use strict";e.exports={scrollBarWidth:4,scrollBarHeight:20,scrollBarColor:"#808BA4",scrollBarMargin:4}},{}],342:[function(t,e,r){"use strict";var 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n=t("./scene2d"),i=t("../plots"),a=t("../../constants/xmlns_namespaces");r.name="gl2d",r.attr=["xaxis","yaxis"],r.idRoot=["x","y"],r.idRegex={x:/^x([2-9]|[1-9][0-9]+)?$/,y:/^y([2-9]|[1-9][0-9]+)?$/},r.attrRegex={x:/^xaxis([2-9]|[1-9][0-9]+)?$/,y:/^yaxis([2-9]|[1-9][0-9]+)?$/},r.attributes=t("../cartesian/attributes"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,a=i.getSubplotIds(e,"gl2d"),o=0;or;++r){var n=t[r],i=e[r];if(n.length!==i.length)return!0;for(var a=0;ao;++o,--s)for(var l=0;r>l;++l)for(var c=0;4>c;++c){var u=i[4*(r*o+l)+c];i[4*(r*o+l)+c]=i[4*(r*s+l)+c],i[4*(r*s+l)+c]=u}var f=document.createElement("canvas");f.width=r,f.height=n;var h=f.getContext("2d"),d=h.createImageData(r,n);d.data.set(i),h.putImageData(d,0,0);var p;switch(t){case"jpeg":p=f.toDataURL("image/jpeg");break;case"webp":p=f.toDataURL("image/webp");break;default:p=f.toDataURL("image/png")}return this.staticPlot&&this.container.removeChild(a),p},m.computeTickMarks=function(){this.xaxis._length=this.glplot.viewBox[2]-this.glplot.viewBox[0],this.yaxis._length=this.glplot.viewBox[3]-this.glplot.viewBox[1];for(var t=[s.calcTicks(this.xaxis),s.calcTicks(this.yaxis)],e=0;2>e;++e)for(var r=0;rk;++k)w[k]=Math.min(w[k],a.bounds[k]),w[k+2]=Math.max(w[k+2],a.bounds[k+2])}var A;for(n=0;2>n;++n)w[n]>w[n+2]&&(w[n]=-1,w[n+2]=1),A=this[v[n]],A._length=y.viewBox[n+2]-y.viewBox[n],s.doAutoRange(A);y.ticks=this.computeTickMarks();var M=this.xaxis.range,T=this.yaxis.range;y.dataBox=[M[0],T[0],M[1],T[1]],y.merge(r),o.update(y),this.glplot.draw()},m.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=this.fullLayout;this.cameraChanged();var i=r.x*t.pixelRatio,a=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&"zoom"===n.dragmode)this.selectBox.enabled=!0,this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],t.setDirty();else{this.selectBox.enabled=!1;var o=n._size,s=this.xaxis.domain,c=this.yaxis.domain,u=t.pick(i/t.pixelRatio+o.l+s[0]*o.w,a/t.pixelRatio-(o.t+(1-c[1])*o.h));if(u&&n.hovermode){var f=u.object._trace.handlePick(u);if(f&&(!this.lastPickResult||this.lastPickResult.trace!==f.trace||this.lastPickResult.dataCoord[0]!==f.dataCoord[0]||this.lastPickResult.dataCoord[1]!==f.dataCoord[1])){var h=this.lastPickResult=f;this.spikes.update({center:u.dataCoord}),h.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(u.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(u.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio];var d=h.hoverinfo;if("all"!==d){var p=d.split("+");-1===p.indexOf("x")&&(h.traceCoord[0]=void 0),-1===p.indexOf("y")&&(h.traceCoord[1]=void 0),-1===p.indexOf("z")&&(h.traceCoord[2]=void 0),-1===p.indexOf("text")&&(h.textLabel=void 0),-1===p.indexOf("name")&&(h.name=void 0)}l.loneHover({x:h.screenCoord[0],y:h.screenCoord[1],xLabel:this.hoverFormatter("xaxis",h.traceCoord[0]),yLabel:this.hoverFormatter("yaxis",h.traceCoord[1]),zLabel:h.traceCoord[2],text:h.textLabel,name:h.name,color:h.color},{container:this.svgContainer}),this.lastPickResult={dataCoord:u.dataCoord}}}else!u&&this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,l.loneUnhover(this.svgContainer))}t.draw()}},m.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return s.tickText(r,r.c2l(e),"hover").text}}},{"../../lib/html2unicode":381,"../../lib/show_no_webgl_msg":392,"../../plots/cartesian/axes":405,"../../plots/cartesian/graph_interact":412,"./camera":436,"./convert":437,"gl-plot2d":165,"gl-select-box":195,"gl-spikes2d":215}],440:[function(t,e,r){"use strict";function n(t,e){t=t||document.body,e=e||{};var r=[.01,1/0];"distanceLimits"in e&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]),"zoomMin"in e&&(r[0]=e.zoomMin),"zoomMax"in e&&(r[1]=e.zoomMax);var n=a({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||"orbit",distanceLimits:r}),l=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],c=0,u=t.clientWidth,f=t.clientHeight,h={keyBindingMode:"rotate",view:n,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:n.modes,tick:function(){var e=i(),r=this.delay,a=e-2*r;n.idle(e-r),n.recalcMatrix(a),n.flush(e-(100+2*r));for(var o=!0,s=n.computedMatrix,h=0;16>h;++h)o=o&&l[h]===s[h],l[h]=s[h];var d=t.clientWidth===u&&t.clientHeight===f;return u=t.clientWidth,f=t.clientHeight,o?!d:(c=Math.exp(n.computedRadius[0]),!0)},lookAt:function(t,e,r){n.lookAt(n.lastT(),t,e,r)},rotate:function(t,e,r){n.rotate(n.lastT(),t,e,r)},pan:function(t,e,r){n.pan(n.lastT(),t,e,r)},translate:function(t,e,r){n.translate(n.lastT(),t,e,r)}};Object.defineProperties(h,{matrix:{get:function(){return n.computedMatrix},set:function(t){return n.setMatrix(n.lastT(),t),n.computedMatrix},enumerable:!0},mode:{get:function(){return n.getMode()},set:function(t){var e=n.computedUp.slice(),r=n.computedEye.slice(),a=n.computedCenter.slice();if(n.setMode(t),"turntable"===t){var o=i();n._active.lookAt(o,r,a,e),n._active.lookAt(o+500,r,a,[0,0,1]),n._active.flush(o)}return n.getMode()},enumerable:!0},center:{get:function(){return n.computedCenter},set:function(t){return n.lookAt(n.lastT(),null,t),n.computedCenter},enumerable:!0},eye:{get:function(){return n.computedEye},set:function(t){return n.lookAt(n.lastT(),t),n.computedEye},enumerable:!0},up:{get:function(){return n.computedUp},set:function(t){return n.lookAt(n.lastT(),null,null,t),n.computedUp},enumerable:!0},distance:{get:function(){return c},set:function(t){return n.setDistance(n.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return n.getDistanceLimits(r)},set:function(t){return n.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener("contextmenu",function(t){return t.preventDefault(),!1});var d=0,p=0;return o(t,function(e,r,a,o){var s="rotate"===h.keyBindingMode,l="pan"===h.keyBindingMode,u="zoom"===h.keyBindingMode,f=!!o.control,g=!!o.alt,v=!!o.shift,m=!!(1&e),y=!!(2&e),b=!!(4&e),x=1/t.clientHeight,_=x*(r-d),w=x*(a-p),k=h.flipX?1:-1,A=h.flipY?1:-1,M=i(),T=Math.PI*h.rotateSpeed;if((s&&m&&!f&&!g&&!v||m&&!f&&!g&&v)&&n.rotate(M,k*T*_,-A*T*w,0),(l&&m&&!f&&!g&&!v||y||m&&f&&!g&&!v)&&n.pan(M,-h.translateSpeed*_*c,h.translateSpeed*w*c,0),u&&m&&!f&&!g&&!v||b||m&&!f&&g&&!v){var E=-h.zoomSpeed*w/window.innerHeight*(M-n.lastT())*100;n.pan(M,0,0,c*(Math.exp(E)-1))}return d=r,p=a,!0}),s(t,function(t,e){var r=h.flipX?1:-1,a=h.flipY?1:-1,o=i();if(Math.abs(t)>Math.abs(e))n.rotate(o,0,0,-t*r*Math.PI*h.rotateSpeed/window.innerWidth);else{var s=-h.zoomSpeed*a*e/window.innerHeight*(o-n.lastT())/100;n.pan(o,0,0,c*(Math.exp(s)-1))}},!0),h}e.exports=n;var i=t("right-now"),a=t("3d-view"),o=t("mouse-change"),s=t("mouse-wheel")},{"3d-view":39,"mouse-change":241,"mouse-wheel":245,"right-now":255}],441:[function(t,e,r){"use strict";function n(t,e){for(var r=0;3>r;++r){var n=s[r];e[n]._gd=t}}var i=t("./scene"),a=t("../plots"),o=t("../../constants/xmlns_namespaces"),s=["xaxis","yaxis","zaxis"];r.name="gl3d",r.attr="scene",r.idRoot="scene",r.idRegex=/^scene([2-9]|[1-9][0-9]+)?$/,r.attrRegex=/^scene([2-9]|[1-9][0-9]+)?$/,r.attributes=t("./layout/attributes"),r.layoutAttributes=t("./layout/layout_attributes"),r.supplyLayoutDefaults=t("./layout/defaults"),r.plot=function(t){var e=t._fullLayout,r=t._fullData,o=a.getSubplotIds(e,"gl3d");e._paperdiv.style({width:e.width+"px",height:e.height+"px"}),t._context.setBackground(t,e.paper_bgcolor);for(var s=0;sr;++r){var n=t[c[r]];e.labels[r]=o(n.title),"titlefont"in n&&(n.titlefont.color&&(e.labelColor[r]=s(n.titlefont.color)),n.titlefont.family&&(e.labelFont[r]=n.titlefont.family),n.titlefont.size&&(e.labelSize[r]=n.titlefont.size)),"showline"in n&&(e.lineEnable[r]=n.showline),"linecolor"in n&&(e.lineColor[r]=s(n.linecolor)),"linewidth"in n&&(e.lineWidth[r]=n.linewidth),"showgrid"in n&&(e.gridEnable[r]=n.showgrid),"gridcolor"in n&&(e.gridColor[r]=s(n.gridcolor)),"gridwidth"in n&&(e.gridWidth[r]=n.gridwidth),"log"===n.type?e.zeroEnable[r]=!1:"zeroline"in n&&(e.zeroEnable[r]=n.zeroline),"zerolinecolor"in n&&(e.zeroLineColor[r]=s(n.zerolinecolor)),"zerolinewidth"in n&&(e.zeroLineWidth[r]=n.zerolinewidth),"ticks"in n&&n.ticks?e.lineTickEnable[r]=!0:e.lineTickEnable[r]=!1,"ticklen"in n&&(e.lineTickLength[r]=e._defaultLineTickLength[r]=n.ticklen),"tickcolor"in n&&(e.lineTickColor[r]=s(n.tickcolor)),"tickwidth"in n&&(e.lineTickWidth[r]=n.tickwidth),"tickangle"in n&&(e.tickAngle[r]="auto"===n.tickangle?0:Math.PI*-n.tickangle/180),"showticklabels"in n&&(e.tickEnable[r]=n.showticklabels),"tickfont"in n&&(n.tickfont.color&&(e.tickColor[r]=s(n.tickfont.color)),n.tickfont.family&&(e.tickFont[r]=n.tickfont.family),n.tickfont.size&&(e.tickSize[r]=n.tickfont.size)),"mirror"in n?-1!==["ticks","all","allticks"].indexOf(n.mirror)?(e.lineTickMirror[r]=!0,e.lineMirror[r]=!0):n.mirror===!0?(e.lineTickMirror[r]=!1,e.lineMirror[r]=!0):(e.lineTickMirror[r]=!1,e.lineMirror[r]=!1):e.lineMirror[r]=!1,"showbackground"in n&&n.showbackground!==!1?(e.backgroundEnable[r]=!0,e.backgroundColor[r]=s(n.backgroundcolor)):e.backgroundEnable[r]=!1}},e.exports=i},{"../../../lib/html2unicode":381,"../../../lib/str2rgbarray":394,arraytools:49}],446:[function(t,e,r){"use strict";function n(t,e,r,n){for(var a=r("bgcolor"),l=i.combine(a,n.paper_bgcolor),c=Object.keys(o.camera),u=0;ue;++e){var r=t[o[e]];this.enabled[e]=r.showspikes,this.colors[e]=a(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness}},e.exports=i},{"../../../lib/str2rgbarray":394}],449:[function(t,e,r){"use strict";function n(t){for(var e=new Array(3),r=0;3>r;++r){for(var n=t[r],i=new Array(n.length),a=0;au;++u){var f=i[s[u]];if(f._length=(r[u].hi-r[u].lo)*r[u].pixelsPerDataUnit/t.dataScale[u],Math.abs(f._length)===1/0)c[u]=[];else{f.range[0]=r[u].lo/t.dataScale[u],f.range[1]=r[u].hi/t.dataScale[u],f._m=1/(t.dataScale[u]*r[u].pixelsPerDataUnit),f.range[0]===f.range[1]&&(f.range[0]-=1,f.range[1]+=1);var h=f.tickmode;if("auto"===f.tickmode){f.tickmode="linear";var d=f.nticks||a.Lib.constrain(f._length/40,4,9);a.Axes.autoTicks(f,Math.abs(f.range[1]-f.range[0])/d)}for(var p=a.Axes.calcTicks(f),g=0;gu;++u){l[u]=.5*(t.glplot.bounds[0][u]+t.glplot.bounds[1][u]);for(var g=0;2>g;++g)e.bounds[g][u]=t.glplot.bounds[g][u]}t.contourLevels=n(c)}e.exports=i;var a=t("../../../plotly"),o=t("../../../lib/html2unicode"),s=["xaxis","yaxis","zaxis"],l=[0,0,0]},{"../../../lib/html2unicode":381,"../../../plotly":402}],450:[function(t,e,r){"use strict";function n(t,e){var r,n,i=[0,0,0,0];for(r=0;4>r;++r)for(n=0;4>n;++n)i[n]+=t[4*r+n]*e[r];return i}function i(t,e){var r=n(t.projection,n(t.view,n(t.model,[e[0],e[1],e[2],1])));return r}e.exports=i},{}],451:[function(t,e,r){"use strict";function n(t){function e(e,r){if("string"==typeof r)return r;var n=t.fullSceneLayout[e];return g.tickText(n,n.c2l(r),"hover").text}var r,n=t.svgContainer,i=t.container.getBoundingClientRect(),a=i.width,o=i.height;n.setAttributeNS(null,"viewBox","0 0 "+a+" "+o),n.setAttributeNS(null,"width",a),n.setAttributeNS(null,"height",o),A(t),t.glplot.axes.update(t.axesOptions);for(var s=Object.keys(t.traces),l=null,c=t.glplot.selection,u=0;ua;++a)l=u[T[a]],_(l);t?Array.isArray(t)||(t=[t]):t=[];var h=[[1/0,1/0,1/0],[-(1/0),-(1/0),-(1/0)]];for(a=0;ao;++o)h[0][o]>h[1][o]?d[o]=1:h[1][o]===h[0][o]?d[o]=1:d[o]=1/(h[1][o]-h[0][o]);for(this.dataScale=d,a=0;aa;++a){if(l=u[T[a]],c=l.type,c in x?(x[c].acc*=d[a],x[c].count+=1):x[c]={acc:d[a],count:1},l.autorange){for(y[0][a]=1/0,y[1][a]=-(1/0),o=0;oy[1][a])y[0][a]=-1,y[1][a]=1;else{var k=y[1][a]-y[0][a];y[0][a]-=k/32,y[1][a]+=k/32}}else{var A=u[T[a]].range;y[0][a]=A[0],y[1][a]=A[1]}y[0][a]===y[1][a]&&(y[0][a]-=1,y[1][a]+=1),b[a]=y[1][a]-y[0][a],this.glplot.bounds[0][a]=y[0][a]*d[a],this.glplot.bounds[1][a]=y[1][a]*d[a]}var M=[1,1,1];for(a=0;3>a;++a){l=u[T[a]],c=l.type;var E=x[c];M[a]=Math.pow(E.acc,1/E.count)/d[a]}var L,S=4;if("auto"===u.aspectmode)L=Math.max.apply(null,M)/Math.min.apply(null,M)<=S?M:[1,1,1];else if("cube"===u.aspectmode)L=[1,1,1];else if("data"===u.aspectmode)L=M;else{if("manual"!==u.aspectmode)throw new Error("scene.js aspectRatio was not one of the enumerated types");var 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t,e,r,n={container:null,hasTick:!1,fontSize:12,color:"white",padding:5},s="tooltip-"+a.tooltipPanel.uid++,l=10,c=function(){t=n.container.selectAll("g."+s).data([0]);var i=t.enter().append("g").classed(s,!0).style({"pointer-events":"none",display:"none"});return r=i.append("path").style({fill:"white","fill-opacity":.9}).attr({d:"M0 0"}),e=i.append("text").attr({dx:n.padding+l,dy:.3*+n.fontSize}),c};return c.text=function(a){var o=i.hsl(n.color).l,s=o>=.5?"#aaa":"white",u=o>=.5?"black":"white",f=a||"";e.style({fill:u,"font-size":n.fontSize+"px"}).text(f);var h=n.padding,d=e.node().getBBox(),p={fill:n.color,stroke:s,"stroke-width":"2px"},g=d.width+2*h+l,v=d.height+2*h;return r.attr({d:"M"+[[l,-v/2],[l,-v/4],[n.hasTick?0:l,0],[l,v/4],[l,v/2],[g,v/2],[g,-v/2]].join("L")+"Z"}).style(p),t.attr({transform:"translate("+[l,-v/2+2*h]+")"}),t.style({display:"block"}),c},c.move=function(e){return t?(t.attr({transform:"translate("+[e[0],e[1]]+")"}).style({display:"block"}),c):void 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n.dotVisible,n.mode="lines+markers"):n.mode="lines"):"DotPlot"===n.geometry?(n.type="scatter",n.mode="markers"):"AreaChart"===n.geometry?n.type="area":"BarChart"===n.geometry&&(n.type="bar"),delete n.geometry):("scatter"===n.type?"lines"===n.mode?n.geometry="LinePlot":"markers"===n.mode?n.geometry="DotPlot":"lines+markers"===n.mode&&(n.geometry="LinePlot",n.dotVisible=!0):"area"===n.type?n.geometry="AreaChart":"bar"===n.type&&(n.geometry="BarChart"),delete n.mode,delete n.type),n}),!e&&t.layout&&"stack"===t.layout.barmode)){var n=a.util.duplicates(r.data.map(function(t,e){return t.geometry}));r.data.forEach(function(t,e){var i=n.indexOf(t.geometry);-1!=i&&(r.data[e].groupId=i)})}if(t.layout){var s=o({},t.layout),l=[[s,["plot_bgcolor"],["backgroundColor"]],[s,["showlegend"],["showLegend"]],[s,["radialaxis"],["radialAxis"]],[s,["angularaxis"],["angularAxis"]],[s.angularaxis,["showline"],["gridLinesVisible"]],[s.angularaxis,["showticklabels"],["labelsVisible"]],[s.angularaxis,["nticks"],["ticksCount"]],[s.angularaxis,["tickorientation"],["tickOrientation"]],[s.angularaxis,["ticksuffix"],["ticksSuffix"]],[s.angularaxis,["range"],["domain"]],[s.angularaxis,["endpadding"],["endPadding"]],[s.radialaxis,["showline"],["gridLinesVisible"]],[s.radialaxis,["tickorientation"],["tickOrientation"]],[s.radialaxis,["ticksuffix"],["ticksSuffix"]],[s.radialaxis,["range"],["domain"]],[s.angularAxis,["showline"],["gridLinesVisible"]],[s.angularAxis,["showticklabels"],["labelsVisible"]],[s.angularAxis,["nticks"],["ticksCount"]],[s.angularAxis,["tickorientation"],["tickOrientation"]],[s.angularAxis,["ticksuffix"],["ticksSuffix"]],[s.angularAxis,["range"],["domain"]],[s.angularAxis,["endpadding"],["endPadding"]],[s.radialAxis,["showline"],["gridLinesVisible"]],[s.radialAxis,["tickorientation"],["tickOrientation"]],[s.radialAxis,["ticksuffix"],["ticksSuffix"]],[s.radialAxis,["range"],["domain"]],[s.font,["outlinecolor"],["outlineColor"]],[s.legend,["traceorder"],["reverseOrder"]],[s,["labeloffset"],["labelOffset"]],[s,["defaultcolorrange"],["defaultColorRange"]]];if(l.forEach(function(t,r){a.util.translator.apply(null,t.concat(e))}),e?("undefined"!=typeof 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n=t("../scatter/attributes"),i=t("../../components/colorscale/color_attributes"),a=t("../../constants/gl2d_dashes"),o=t("../../constants/gl_markers"),s=t("../../lib/extend").extendFlat,l=t("../../lib/extend").extendDeep,c=n.line,u=n.marker,f=u.line;e.exports={x:n.x,x0:n.x0,dx:n.dx,y:n.y,y0:n.y0,dy:n.dy,text:s({},n.text,{}),mode:{valType:"flaglist",flags:["lines","markers"],extras:["none"]},line:{color:c.color,width:c.width,dash:{valType:"enumerated",values:Object.keys(a),dflt:"solid"}},marker:l({},i("marker"),{symbol:{valType:"enumerated",values:Object.keys(o),dflt:"circle",arrayOk:!0},size:u.size,sizeref:u.sizeref,sizemin:u.sizemin,sizemode:u.sizemode,opacity:u.opacity,showscale:u.showscale,line:l({},i("marker.line"),{width:f.width})}),connectgaps:n.connectgaps,fill:s({},n.fill,{values:["none","tozeroy","tozerox"]}),fillcolor:n.fillcolor,_nestedModules:{error_x:"ErrorBars",error_y:"ErrorBars","marker.colorbar":"Colorbar"}}},{"../../components/colorscale/color_attributes":311,"../../constants/gl2d_dashes":367,"../../constants/gl_markers":369,"../../lib/extend":377,"../scatter/attributes":556}],590:[function(t,e,r){"use 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Float32Array(0),this.scatterOptions.glyphs=[],this.scatter.update(this.scatterOptions),this.expandAxesFancy(o,l,O)},E.updateLines=function(t,e){var r;if(this.hasLines){var n=e;if(!t.connectgaps){var i=0,a=this.xData,s=this.yData;for(n=new Float32Array(2*a.length),r=0;ro;o++)r=this.scene[T[o]],n=r._min,n||(n=[]),n.push({val:t[o],pad:a}),i=r._max,i||(i=[]),i.push({val:t[o+2],pad:a})},E.expandAxesFancy=function(t,e,r){var n=this.scene,i={padded:!0,ppad:r};m.expand(n.xaxis,t,i),m.expand(n.yaxis,e,i)},E.dispose=function(){this.line.dispose(),this.errorX.dispose(),this.errorY.dispose(),this.scatter.dispose(),this.fancyScatter.dispose()},e.exports=u},{"../../components/errorbars":332,"../../constants/gl2d_dashes":367,"../../constants/gl_markers":369,"../../lib":382,"../../lib/gl_format_color":380,"../../lib/str2rgbarray":394,"../../plots/cartesian/axes":405,"../scatter/get_trace_color":564,"../scatter/make_bubble_size_func":570,"../scatter/subtypes":575,"fast-isnumeric":117,"gl-error2d":119,"gl-line2d":125,"gl-scatter2d":190,"gl-scatter2d-fancy":185}],591:[function(t,e,r){"use strict";var n=t("../../lib"),i=t("../scatter/constants"),a=t("../scatter/subtypes"),o=t("../scatter/xy_defaults"),s=t("../scatter/marker_defaults"),l=t("../scatter/line_defaults"),c=t("../scatter/fillcolor_defaults"),u=t("../../components/errorbars/defaults"),f=t("./attributes");e.exports=function(t,e,r,h){function d(r,i){return n.coerce(t,e,f,r,i)}var p=o(t,e,d);return p?(d("text"),d("mode",pr;r++)y=e.a[r],b=e.b[r],x=e.c[r],n(y)&&n(b)&&n(x)?(y=+y,b=+b,x=+x,_=v/(y+b+x),1!==_&&(y*=_,b*=_,x*=_),k=y,w=x-b,M[r]={x:w,y:k,a:y,b:b,c:x}):M[r]={x:!1,y:!1};var T,E;if(o.hasMarkers(e)&&(T=e.marker,E=T.size,Array.isArray(E))){var L={type:"linear"};i.setConvert(L),E=L.makeCalcdata(e.marker,"size"),E.length>A&&E.splice(A,E.length-A)}return s(e),void 0!==typeof E&&a.mergeArray(E,M,"ms"),M}},{"../../lib":382,"../../plots/cartesian/axes":405,"../scatter/colorscale_calc":560,"../scatter/subtypes":575,"fast-isnumeric":117}],595:[function(t,e,r){"use strict";var n=t("../../lib"),i=t("../scatter/constants"),a=t("../scatter/subtypes"),o=t("../scatter/marker_defaults"),s=t("../scatter/line_defaults"),l=t("../scatter/line_shape_defaults"),c=t("../scatter/text_defaults"),u=t("../scatter/fillcolor_defaults"),f=t("./attributes");e.exports=function(t,e,r,h){function d(r,i){return n.coerce(t,e,f,r,i)}var p,g=d("a"),v=d("b"),m=d("c");if(g?(p=g.length,v?(p=Math.min(p,v.length),m&&(p=Math.min(p,m.length))):p=m?Math.min(p,m.length):0):v&&m&&(p=Math.min(v.length,m.length)),!p)return void(e.visible=!1);g&&p"),s}}},{"../../plots/cartesian/axes":405,"../scatter/hover":565}],597:[function(t,e,r){"use strict";var n={};n.attributes=t("./attributes"),n.supplyDefaults=t("./defaults"),n.colorbar=t("../scatter/colorbar"),n.calc=t("./calc"),n.plot=t("./plot"),n.style=t("./style"),n.hoverPoints=t("./hover"),n.selectPoints=t("./select"),n.moduleType="trace",n.name="scatterternary",n.basePlotModule=t("../../plots/ternary"),n.categories=["ternary","symbols","markerColorscale","showLegend"],n.meta={},e.exports=n},{"../../plots/ternary":461,"../scatter/colorbar":559,"./attributes":593,"./calc":594,"./defaults":595,"./hover":596,"./plot":598,"./select":599,"./style":600}],598:[function(t,e,r){"use strict";var n=t("../scatter/plot");e.exports=function(t,e){var r=t.plotContainer;r.select(".scatterlayer").selectAll("*").remove();for(var i={x:function(){return t.xaxis},y:function(){return t.yaxis},plot:r},a=new Array(e.length),o=t.graphDiv.calcdata,s=0;se){for(var r=g/e,n=[0|Math.floor(t[0].shape[0]*r+1),0|Math.floor(t[0].shape[1]*r+1)],i=n[0]*n[1],o=0;or;++r)this.showContour[r]&&(e=!0,t[r]=this.scene.contourLevels[r]);e&&this.surface.update({levels:t})},v.update=function(t){var e,r=this.scene,n=r.fullSceneLayout,a=this.surface,s=t.opacity,l=i(t.colorscale,s),u=t.z,h=t.x,d=t.y,g=n.xaxis,v=n.yaxis,m=n.zaxis,y=r.dataScale,b=u[0].length,x=u.length,_=[c(new Float32Array(b*x),[b,x]),c(new Float32Array(b*x),[b,x]),c(new Float32Array(b*x),[b,x])],w=_[0],k=_[1],A=r.contourLevels;this.data=t,f(_[2],function(t,e){return m.d2l(u[e][t])*y[2]}),Array.isArray(h[0])?f(w,function(t,e){return g.d2l(h[e][t])*y[0]}):f(w,function(t){return g.d2l(h[t])*y[0]}),Array.isArray(d[0])?f(k,function(t,e){return v.d2l(d[e][t])*y[1]}):f(k,function(t,e){return v.d2l(d[e])*y[1]});var M={colormap:l,levels:[[],[],[]],showContour:[!0,!0,!0],showSurface:!t.hidesurface,contourProject:[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],contourWidth:[1,1,1],contourColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],contourTint:[1,1,1],dynamicColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],dynamicWidth:[1,1,1],dynamicTint:[1,1,1],opacity:1};if(M.intensityBounds=[t.cmin,t.cmax],t.surfacecolor){var T=c(new Float32Array(b*x),[b,x]);f(T,function(e,r){return t.surfacecolor[r][e]}),_.push(T)}else M.intensityBounds[0]*=y[2],M.intensityBounds[1]*=y[2];this.dataScale=o(_),t.surfacecolor&&(M.intensity=_.pop()),"opacity"in t&&t.opacity<1&&(M.opacity=.25*t.opacity);var E=[!0,!0,!0],L=["x","y","z"];for(e=0;3>e;++e){var S=t.contours[L[e]];E[e]=S.highlight,M.showContour[e]=S.show||S.highlight,M.showContour[e]&&(M.contourProject[e]=[S.project.x,S.project.y,S.project.z],S.show?(this.showContour[e]=!0,M.levels[e]=A[e],a.highlightColor[e]=M.contourColor[e]=p(S.color),S.usecolormap?a.highlightTint[e]=M.contourTint[e]=0:a.highlightTint[e]=M.contourTint[e]=1,M.contourWidth[e]=S.width):this.showContour[e]=!1,S.highlight&&(M.dynamicColor[e]=p(S.highlightcolor),M.dynamicWidth[e]=S.highlightwidth))}M.coords=_,a.update(M),a.visible=t.visible,a.enableDynamic=E,a.snapToData=!0,"lighting"in t&&(a.ambientLight=t.lighting.ambient,a.diffuseLight=t.lighting.diffuse,a.specularLight=t.lighting.specular,a.roughness=t.lighting.roughness,a.fresnel=t.lighting.fresnel),"lightposition"in t&&(a.lightPosition=[t.lightposition.x,t.lightposition.y,t.lightposition.z]),s&&1>s&&(a.supportsTransparency=!0)},v.dispose=function(){this.scene.glplot.remove(this.surface),this.surface.dispose()},e.exports=s},{"../../lib/str2rgbarray":394,"gl-surface3d":221,ndarray:253,"ndarray-fill":246,"ndarray-homography":251,"ndarray-ops":252,tinycolor2:274}],605:[function(t,e,r){"use strict";function n(t,e,r){e in t&&!(r in t)&&(t[r]=t[e])}var i=t("../../lib"),a=t("../../components/colorscale/defaults"),o=t("./attributes");e.exports=function(t,e,r,s){function l(r,n){return i.coerce(t,e,o,r,n)}var c,u,f=l("z");if(!f)return void(e.visible=!1);var h=f[0].length,d=f.length;if(l("x"),l("y"),!Array.isArray(e.x))for(e.x=[],c=0;h>c;++c)e.x[c]=c;if(l("text"),!Array.isArray(e.y))for(e.y=[],c=0;d>c;++c)e.y[c]=c;["lighting.ambient","lighting.diffuse","lighting.specular","lighting.roughness","lighting.fresnel","lightposition.x","lightposition.y","lightposition.z","hidesurface","opacity"].forEach(function(t){l(t)});var p=l("surfacecolor");l("colorscale");var g=["x","y","z"];for(c=0;3>c;++c){var v="contours."+g[c],m=l(v+".show"),y=l(v+".highlight");if(m||y)for(u=0;3>u;++u)l(v+".project."+g[u]);m&&(l(v+".color"),l(v+".width"),l(v+".usecolormap")),y&&(l(v+".highlightcolor"),l(v+".highlightwidth"))}p||(n(t,"zmin","cmin"),n(t,"zmax","cmax"),n(t,"zauto","cauto")),a(t,e,s,l,{prefix:"",cLetter:"c"})}},{"../../components/colorscale/defaults":313,"../../lib":382,"./attributes":601}],606:[function(t,e,r){"use strict";var n={};n.attributes=t("./attributes"),n.supplyDefaults=t("./defaults"),n.colorbar=t("./colorbar"),n.calc=t("./calc"),n.plot=t("./convert"),n.moduleType="trace",n.name="surface",n.basePlotModule=t("../../plots/gl3d"),n.categories=["gl3d","noOpacity"],n.meta={},e.exports=n},{"../../plots/gl3d":441,"./attributes":601,"./calc":602,"./colorbar":603,"./convert":604,"./defaults":605}]},{},[12])(12)}); \ No newline at end of file diff --git a/inst/htmlwidgets/plotly.yaml b/inst/htmlwidgets/plotly.yaml index 99b14025f8..220d6252cd 100644 --- a/inst/htmlwidgets/plotly.yaml +++ b/inst/htmlwidgets/plotly.yaml @@ -1,6 +1,6 @@ dependencies: - name: plotlyjs - version: 1.14.1 + version: 1.14.2 src: "htmlwidgets/lib/plotlyjs" script: plotly-latest.min.js stylesheet: plotly-htmlwidgets.css diff --git a/tests/testthat/test-plotly-color.R b/tests/testthat/test-plotly-color.R index 966db824ce..cba20dfeab 100644 --- a/tests/testthat/test-plotly-color.R +++ b/tests/testthat/test-plotly-color.R @@ -69,9 +69,9 @@ test_that("Custom RColorBrewer pallette works for numeric variable", { }) test_that("axis titles get attached to scene object for 3D plots", { - p <- plot_ly(iris, x = ~Petal.Length, y = ~Petal.Width, z = ~Sepal.Width, - type = "scatter3d", mode = "markers") + p <- plot_ly(iris, x = ~Petal.Length, y = ~Petal.Width, z = ~Sepal.Width) l <- expect_traces(p, 1, "scatterplot-scatter3d-axes") + expect_identical(l$data[[1]]$type, "scatter3d") scene <- l$layout$scene expect_identical(scene$xaxis$title, "Petal.Length") expect_identical(scene$yaxis$title, "Petal.Width") From 42c0d7c1b7f2feee58d8a0289e15072c01b12c10 Mon Sep 17 00:00:00 2001 From: Carson Sievert Date: Thu, 14 Jul 2016 13:52:13 -0500 Subject: [PATCH 08/10] deprecate last_plot() --- NAMESPACE | 1 + R/deprecated.R | 12 ++++++++++++ man/last_plot.Rd | 15 +++++++++++++++ 3 files changed, 28 insertions(+) create mode 100644 man/last_plot.Rd diff --git a/NAMESPACE b/NAMESPACE index 41c87a4e27..01d74d6dd7 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -92,6 +92,7 @@ export(groups) export(groups.plotly) export(hide_colorbar) export(knit_print.plotly_figure) +export(last_plot) export(layout) export(mutate) export(mutate_) diff --git a/R/deprecated.R b/R/deprecated.R index ca76472a0a..fa7497e5fa 100644 --- a/R/deprecated.R +++ b/R/deprecated.R @@ -66,3 +66,15 @@ as.widget <- function(x, ...) { # for legacy reasons toWidget <- as.widget + +#' Retrive and create the last plotly (or ggplot). +#' +#' This function was deprecated in version 4.0. +#' +#' @param data (optional) a data frame with a class of plotly (and a plotly_hash attribute). +#' @export + +last_plot <- function(data = NULL) { + .Deprecated("plot_ly") + data +} diff --git a/man/last_plot.Rd b/man/last_plot.Rd new file mode 100644 index 0000000000..bdc85fba97 --- /dev/null +++ b/man/last_plot.Rd @@ -0,0 +1,15 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/deprecated.R +\name{last_plot} +\alias{last_plot} +\title{Retrive and create the last plotly (or ggplot).} +\usage{ +last_plot(data = NULL) +} +\arguments{ +\item{data}{(optional) a data frame with a class of plotly (and a plotly_hash attribute).} +} +\description{ +This function was deprecated in version 4.0. +} + From 2e0030e76c35a6571ed11e5ba3b7ebaef4cdb179 Mon Sep 17 00:00:00 2001 From: Carson Sievert Date: Thu, 14 Jul 2016 14:58:06 -0500 Subject: [PATCH 09/10] Duplicated values of positional attributes are no longer removed --- DESCRIPTION | 2 +- NEWS.md | 21 ++++++++++++++------- R/plotly_build.R | 10 ++++++++-- R/utils.R | 4 ++++ 4 files changed, 27 insertions(+), 10 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index b8c0ec0102..d2c1bef812 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: plotly Title: Create Interactive Web Graphics via 'plotly.js' -Version: 4.0.0 +Version: 4.0.1 Authors@R: c(person("Carson", "Sievert", role = c("aut", "cre"), email = "cpsievert1@gmail.com"), person("Chris", "Parmer", role = c("aut", "cph"), diff --git a/NEWS.md b/NEWS.md index 5e1070bf4d..856d397f30 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,22 +1,29 @@ -4.0.1 -- 14 June 2016 +# 4.0.1 -- 14 June 2016 + +## BUG FIXES + +* Duplicated values of positional attributes are no longer removed (bug was introduced in v4.0.0). + +## OTHER CHANGES * Upgraded to plotly.js v1.14.2 -- https://github.com/plotly/plotly.js/releases/tag/v1.14.2 -4.0.0 -- 13 June 2016 +# 4.0.0 -- 13 June 2016 -BREAKING CHANGES & IMPROVEMENTS: +## BREAKING CHANGES & IMPROVEMENTS: -* Formulas (instead of plain expressions) are now required when using variable mappings. For example, `plot_ly(mtcars, x = wt, y = mpg, color = vs)` should now be `plot_ly(mtcars, x = ~wt, y = ~mpg, color = ~vs)`. This is a major breaking change, but it is necessary to ensure that evaluation is correct in all contexts (as a result, `evaluate` argument is now deprecated as it is no longer needed). It also has the benefit of being easier to program with (i.e., writing your own custom functions that wrap `plot_ly()`). For more details, see the [lazyeval vignette](https://github.com/hadley/lazyeval/blob/master/vignettes/lazyeval.Rmd) +* Formulas (instead of plain expressions) are now required when using variable mappings. For example, `plot_ly(mtcars, x = wt, y = mpg, color = vs)` should now be `plot_ly(mtcars, x = ~wt, y = ~mpg, color = ~vs)`. This is a major breaking change, but it is necessary to ensure that evaluation is correct in all contexts (as a result, `evaluate` argument is now deprecated as it is no longer needed). It also has the benefit of being easier to program with (i.e., writing your own custom functions that wrap `plot_ly()`) since it preserves [referential transparency](https://en.wikipedia.org/wiki/Referential_transparency). For more details, see the [lazyeval vignette](https://github.com/hadley/lazyeval/blob/master/vignettes/lazyeval.Rmd) * The data structure used to represent plotly objects is now an htmlwidget object (instead of a data frame with a special attribute tracking visual mappings). As a result, the `as.widget()` function has been deprecated, and [serialization/memory leak problems](https://github.com/rstudio/shiny/issues/1151) are no longer an issue. This change also implies that arbitrary data manipulation functions can no longer be intermingled inside a plot pipeline, but plotly methods for dplyr's data manipulation verbs are now provided (see `?plotly_data` for examples). * The `group` variable mapping no longer create multiple traces, but instead defines "gaps" within a trace (fixes #418, #381, #577). Groupings should be declared via the new `group_by()` function (see `help(plotly_data)` for examples) instead of the `group` argument (which is now deprecated). * `plot_ly()` now _initializes_ a plotly object (i.e., won't add a scatter trace by default), meaning that something like `plot_ly(x = 1:10, y = 1:10) %>% add_trace(y = 10:1)` creates one trace, instead of two. That being said, if you manually specify a trace type in `plot_ly()`, it will add a layer with that trace type (e.g. `plot_ly(x = 1:10, y = 1:10, type = "scatter") %>% add_trace(y = 10:1)` draws two scatter traces). If no trace type is provided, a sensible type is inferred from the supplied data, and automatically added (i.e., `plot_ly(x = rnorm(100))` now creates a histogram). * The `inherit` argument is deprecated. Any arguments/attributes specified in `plot_ly()` will automatically be passed along to additional traces added via `add_trace()` (or any of it's `add_*()` siblings). * Aesthetic scaling (e.g., `color`, `symbol`, `size`) is applied at the plot-level, instead of the trace level. +* Size is no longer automatically included in hovertext (closes #549). -NEW FEATURES & IMPROVEMENTS: +## NEW FEATURES & IMPROVEMENTS: * Added `linetype`/`linetypes` arguments for mapping discrete variables to line types (works very much like the `symbol`/`symbols`). -* Scaling for aesthetics can be avoided via `I()` (closes #428). This is mainly useful for changing default appearance (e.g. `plot_ly(x = 1:10, y = 1:10, color = I(rainbow(10)))`). +* Scaling for aesthetics can be avoided via `I()` (closes #428). This is mainly useful for changing default appearance (e.g. `plot_ly(x = 1:10, y = 1:10, color = I("red"))`). * Symbols and linetypes now recognize `pch` and `lty` values (e.g. `plot_ly(x = 1:25, y = 1:25, symbol = I(0:24))`) * A new `alpha` argument controls the alpha transparency of `color` (e.g. `plot_ly(x = 1:10, y = 1:10, color = I("red"), alpha = 0.1)`). * Added a `sizes` argument for controlling the range of marker size scaling. @@ -28,7 +35,7 @@ NEW FEATURES & IMPROVEMENTS: * New `plotly_json()` function for inspecting the data sent to plotly.js (as an R list or JSON). * `layout()` is now a generic function and uses method dispatch to avoid conflicts with `graphics:layout()` (fixes #464). -OTHER CHANGES: +## OTHER CHANGES: * Upgraded to plotly.js v1.14.1 -- https://github.com/plotly/plotly.js/releases/tag/v1.14.1 diff --git a/R/plotly_build.R b/R/plotly_build.R index a03a658fe9..b4fdbc5539 100644 --- a/R/plotly_build.R +++ b/R/plotly_build.R @@ -95,7 +95,9 @@ plotly_build.plotly <- function(p) { # Fortunately, variable mappings don't make much sense with one observation, # and that is the whole point of "recovering" the built data here, so we just ignore # cases with one row - isVar <- attrLengths > 1 & attrLengths == nobs & !vapply(trace, is.matrix, logical(1)) + isVar <- (attrLengths > 1 & attrLengths == nobs) & + !vapply(trace, is.matrix, logical(1)) & + !vapply(trace, is.bare.list, logical(1)) builtData <- data.frame(trace[isVar], stringsAsFactors = FALSE) if (NROW(builtData) > 0) { @@ -181,7 +183,11 @@ plotly_build.plotly <- function(p) { retrace.first = inherits(x, "plotly_polygon") ) for (i in x$.plotlyVariableMapping) { - x[[i]] <- structure(uniq(d[[i]]), class = oldClass(x[[i]])) + # try to reduce the amount of data we have to send for non-positional scales + x[[i]] <- structure( + if (i %in% npscales()) uniq(d[[i]]) else d[[i]], + class = oldClass(x[[i]]) + ) } x }) diff --git a/R/utils.R b/R/utils.R index acab4d56d0..b8a2d9a8b6 100644 --- a/R/utils.R +++ b/R/utils.R @@ -10,6 +10,10 @@ is.colorbar <- function(tr) { inherits(tr, "plotly_colorbar") } +is.bare.list <- function(x) { + is.list(x) && !is.data.frame(x) +} + "%||%" <- function(x, y) { if (length(x) > 0 || is_blank(x)) x else y } From 5697b1797d075d0a4204c0fb00d5bd9ebc47e13d Mon Sep 17 00:00:00 2001 From: Carson Sievert Date: Thu, 14 Jul 2016 15:00:34 -0500 Subject: [PATCH 10/10] add test --- NEWS.md | 2 +- tests/testthat/test-plotly.R | 7 +++++++ 2 files changed, 8 insertions(+), 1 deletion(-) diff --git a/NEWS.md b/NEWS.md index 856d397f30..08204dd997 100644 --- a/NEWS.md +++ b/NEWS.md @@ -13,7 +13,7 @@ ## BREAKING CHANGES & IMPROVEMENTS: * Formulas (instead of plain expressions) are now required when using variable mappings. For example, `plot_ly(mtcars, x = wt, y = mpg, color = vs)` should now be `plot_ly(mtcars, x = ~wt, y = ~mpg, color = ~vs)`. This is a major breaking change, but it is necessary to ensure that evaluation is correct in all contexts (as a result, `evaluate` argument is now deprecated as it is no longer needed). It also has the benefit of being easier to program with (i.e., writing your own custom functions that wrap `plot_ly()`) since it preserves [referential transparency](https://en.wikipedia.org/wiki/Referential_transparency). For more details, see the [lazyeval vignette](https://github.com/hadley/lazyeval/blob/master/vignettes/lazyeval.Rmd) -* The data structure used to represent plotly objects is now an htmlwidget object (instead of a data frame with a special attribute tracking visual mappings). As a result, the `as.widget()` function has been deprecated, and [serialization/memory leak problems](https://github.com/rstudio/shiny/issues/1151) are no longer an issue. This change also implies that arbitrary data manipulation functions can no longer be intermingled inside a plot pipeline, but plotly methods for dplyr's data manipulation verbs are now provided (see `?plotly_data` for examples). +* The data structure used to represent plotly objects is now an htmlwidget object (instead of a data frame with a special attribute tracking visual mappings). As a result, the `last_plot()`/`as.widget()` functions have been deprecated, and [serialization/memory leak problems](https://github.com/rstudio/shiny/issues/1151) are no longer an issue. This change also implies that arbitrary data manipulation functions can no longer be intermingled inside a plot pipeline, but plotly methods for dplyr's data manipulation verbs are now provided (see `?plotly_data` for examples). * The `group` variable mapping no longer create multiple traces, but instead defines "gaps" within a trace (fixes #418, #381, #577). Groupings should be declared via the new `group_by()` function (see `help(plotly_data)` for examples) instead of the `group` argument (which is now deprecated). * `plot_ly()` now _initializes_ a plotly object (i.e., won't add a scatter trace by default), meaning that something like `plot_ly(x = 1:10, y = 1:10) %>% add_trace(y = 10:1)` creates one trace, instead of two. That being said, if you manually specify a trace type in `plot_ly()`, it will add a layer with that trace type (e.g. `plot_ly(x = 1:10, y = 1:10, type = "scatter") %>% add_trace(y = 10:1)` draws two scatter traces). If no trace type is provided, a sensible type is inferred from the supplied data, and automatically added (i.e., `plot_ly(x = rnorm(100))` now creates a histogram). * The `inherit` argument is deprecated. Any arguments/attributes specified in `plot_ly()` will automatically be passed along to additional traces added via `add_trace()` (or any of it's `add_*()` siblings). diff --git a/tests/testthat/test-plotly.R b/tests/testthat/test-plotly.R index 92051c121a..dc45cf026a 100644 --- a/tests/testthat/test-plotly.R +++ b/tests/testthat/test-plotly.R @@ -22,6 +22,13 @@ expect_same_data <- function(p1, p2) { expect_identical(d1, d2) } +test_that("vector values with repeated values are returned verbatim", { + p <- plot_ly(x = c(1, 2), y = c(1, 1)) + l <- plotly_build(p)$x + expect_identical(l$data[[1]]$x, c(1, 2)) + expect_identical(l$data[[1]]$y, c(1, 1)) +}) + test_that("plot_ly defaults to scatterplot", { p1 <- plot_ly(mtcars, x = ~wt, y = ~mpg) p2 <- plot_ly(mtcars, x = ~wt, y = ~mpg) %>% add_markers()