From c578cde5466930bbc8f5ce8a00ee40eb794f8bfb Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Tue, 24 Oct 2017 11:53:28 -0400
Subject: [PATCH 01/25] replace gd.numboxes by fullLayout._numBoxes

---
 src/plots/plots.js               |  5 ++---
 src/traces/box/calc.js           | 14 +++++++++-----
 src/traces/box/plot.js           |  7 ++++---
 src/traces/box/set_positions.js  | 27 +++++++++++++++++----------
 test/jasmine/tests/plots_test.js |  2 +-
 5 files changed, 33 insertions(+), 22 deletions(-)

diff --git a/src/plots/plots.js b/src/plots/plots.js
index 03799b4c270..d9bbc1966c8 100644
--- a/src/plots/plots.js
+++ b/src/plots/plots.js
@@ -1342,7 +1342,6 @@ plots.purge = function(gd) {
     delete gd.firstscatter;
     delete gd._hmlumcount;
     delete gd._hmpixcount;
-    delete gd.numboxes;
     delete gd._transitionData;
     delete gd._transitioning;
     delete gd._initialAutoSize;
@@ -2159,8 +2158,8 @@ plots.doCalcdata = function(gd, traces) {
     // firstscatter: fill-to-next on the first trace goes to zero
     gd.firstscatter = true;
 
-    // how many box plots do we have (in case they're grouped)
-    gd.numboxes = 0;
+    // how many box/violins plots do we have (in case they're grouped)
+    fullLayout._numBoxes = 0;
 
     // for calculating avg luminosity of heatmaps
     gd._hmpixcount = 0;
diff --git a/src/traces/box/calc.js b/src/traces/box/calc.js
index 601fd6a47b0..80364e419c0 100644
--- a/src/traces/box/calc.js
+++ b/src/traces/box/calc.js
@@ -15,11 +15,14 @@ var Axes = require('../../plots/cartesian/axes');
 
 // outlier definition based on http://www.physics.csbsju.edu/stats/box2.html
 module.exports = function calc(gd, trace) {
+    var fullLayout = gd._fullLayout;
     var xa = Axes.getFromId(gd, trace.xaxis || 'x');
     var ya = Axes.getFromId(gd, trace.yaxis || 'y');
     var orientation = trace.orientation;
     var cd = [];
 
+    var numKey = '_numBoxes';
+
     var i;
     var valAxis, valLetter;
     var posAxis, posLetter;
@@ -37,7 +40,7 @@ module.exports = function calc(gd, trace) {
     }
 
     var val = valAxis.makeCalcdata(trace, valLetter);
-    var pos = getPos(trace, posLetter, posAxis, val, gd.numboxes);
+    var pos = getPos(trace, posLetter, posAxis, val, fullLayout[numKey]);
 
     var dv = Lib.distinctVals(pos);
     var posDistinct = dv.vals;
@@ -115,10 +118,11 @@ module.exports = function calc(gd, trace) {
 
     if(cd.length > 0) {
         cd[0].t = {
-            boxnum: gd.numboxes,
+            num: fullLayout[numKey],
             dPos: dPos
         };
-        gd.numboxes++;
+
+        fullLayout[numKey]++;
         return cd;
     } else {
         return [{t: {emptybox: true}}];
@@ -130,7 +134,7 @@ module.exports = function calc(gd, trace) {
 // so if you want one box
 // per trace, set x0 (y0) to the x (y) value or category for this trace
 // (or set x (y) to a constant array matching y (x))
-function getPos(trace, posLetter, posAxis, val, numboxes) {
+function getPos(trace, posLetter, posAxis, val, num) {
     if(posLetter in trace) {
         return posAxis.makeCalcdata(trace, posLetter);
     }
@@ -150,7 +154,7 @@ function getPos(trace, posLetter, posAxis, val, numboxes) {
     )) {
         pos0 = trace.name;
     } else {
-        pos0 = numboxes;
+        pos0 = num;
     }
 
     var pos0c = posAxis.d2c(pos0, 0, trace[posLetter + 'calendar']);
diff --git a/src/traces/box/plot.js b/src/traces/box/plot.js
index e3fbfd2b90a..4b81d31e418 100644
--- a/src/traces/box/plot.js
+++ b/src/traces/box/plot.js
@@ -49,12 +49,13 @@ module.exports = function plot(gd, plotinfo, cdbox) {
         var t = cd0.t;
         var trace = cd0.trace;
         var sel = cd0.node3 = d3.select(this);
+        var numBoxes = fullLayout._numBoxes;
 
-        var group = (fullLayout.boxmode === 'group' && gd.numboxes > 1);
+        var group = (fullLayout.boxmode === 'group' && numBoxes > 1);
         // box half width
-        var bdPos = t.dPos * (1 - fullLayout.boxgap) * (1 - fullLayout.boxgroupgap) / (group ? gd.numboxes : 1);
+        var bdPos = t.dPos * (1 - fullLayout.boxgap) * (1 - fullLayout.boxgroupgap) / (group ? numBoxes : 1);
         // box center offset
-        var bPos = group ? 2 * t.dPos * (-0.5 + (t.boxnum + 0.5) / gd.numboxes) * (1 - fullLayout.boxgap) : 0;
+        var bPos = group ? 2 * t.dPos * (-0.5 + (t.num + 0.5) / numBoxes) * (1 - fullLayout.boxgap) : 0;
         // whisker width
         var wdPos = bdPos * trace.whiskerwidth;
 
diff --git a/src/traces/box/set_positions.js b/src/traces/box/set_positions.js
index 30580031d4b..fa590dc7a0c 100644
--- a/src/traces/box/set_positions.js
+++ b/src/traces/box/set_positions.js
@@ -14,10 +14,13 @@ var Lib = require('../../lib');
 
 
 module.exports = function setPositions(gd, plotinfo) {
-    var fullLayout = gd._fullLayout,
-        xa = plotinfo.xaxis,
-        ya = plotinfo.yaxis,
-        orientations = ['v', 'h'];
+    var fullLayout = gd._fullLayout;
+    var xa = plotinfo.xaxis;
+    var ya = plotinfo.yaxis;
+    var orientations = ['v', 'h'];
+
+    var numKey = '_numBoxes';
+
     var posAxis, i, j, k;
 
     for(i = 0; i < orientations.length; ++i) {
@@ -63,12 +66,14 @@ module.exports = function setPositions(gd, plotinfo) {
         // box plots - update dPos based on multiple traces
         // and then use for posAxis autorange
 
-        var boxdv = Lib.distinctVals(boxpointlist),
-            dPos = boxdv.minDiff / 2;
+        var boxdv = Lib.distinctVals(boxpointlist);
+        var dPos = boxdv.minDiff / 2;
 
         // if there's no duplication of x points,
-        // disable 'group' mode by setting numboxes=1
-        if(boxpointlist.length === boxdv.vals.length) gd.numboxes = 1;
+        // disable 'group' mode by setting counter to 1
+        if(boxpointlist.length === boxdv.vals.length) {
+            fullLayout[numKey] = 1;
+        }
 
         // check for forced minimum dtick
         Axes.minDtick(posAxis, boxdv.minDiff, boxdv.vals[0], true);
@@ -79,11 +84,13 @@ module.exports = function setPositions(gd, plotinfo) {
             gd.calcdata[boxListIndex][0].t.dPos = dPos;
         }
 
+        var gap = fullLayout.boxgap;
+        var groupgap = fullLayout.boxgroupgap;
+
         // autoscale the x axis - including space for points if they're off the side
         // TODO: this will overdo it if the outermost boxes don't have
         // their points as far out as the other boxes
-        var padfactor = (1 - fullLayout.boxgap) * (1 - fullLayout.boxgroupgap) *
-                dPos / gd.numboxes;
+        var padfactor = (1 - gap) * (1 - groupgap) * dPos / fullLayout[numKey];
         Axes.expand(posAxis, boxdv.vals, {
             vpadminus: dPos + minPad * padfactor,
             vpadplus: dPos + maxPad * padfactor
diff --git a/test/jasmine/tests/plots_test.js b/test/jasmine/tests/plots_test.js
index d529b7363ed..355a7daf07b 100644
--- a/test/jasmine/tests/plots_test.js
+++ b/test/jasmine/tests/plots_test.js
@@ -435,7 +435,7 @@ describe('Test Plots', function() {
             var expectedUndefined = [
                 'data', 'layout', '_fullData', '_fullLayout', 'calcdata', 'framework',
                 'empty', 'fid', 'undoqueue', 'undonum', 'autoplay', 'changed',
-                '_promises', '_redrawTimer', 'firstscatter', 'numboxes',
+                '_promises', '_redrawTimer', 'firstscatter',
                 '_transitionData', '_transitioning', '_hmpixcount', '_hmlumcount',
                 '_dragging', '_dragged', '_hoverdata', '_snapshotInProgress', '_editing',
                 '_replotPending', '_mouseDownTime', '_legendMouseDownTime'

From 8f342277fd25cb4a7d56662655ca84b32c101ae0 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Tue, 24 Oct 2017 11:54:24 -0400
Subject: [PATCH 02/25] replace 'emptybox' with 'empty' in box calc item

... in preparation for violin
---
 src/traces/box/calc.js          | 2 +-
 src/traces/box/plot.js          | 2 +-
 src/traces/box/set_positions.js | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/traces/box/calc.js b/src/traces/box/calc.js
index 80364e419c0..989c7a3f9b8 100644
--- a/src/traces/box/calc.js
+++ b/src/traces/box/calc.js
@@ -125,7 +125,7 @@ module.exports = function calc(gd, trace) {
         fullLayout[numKey]++;
         return cd;
     } else {
-        return [{t: {emptybox: true}}];
+        return [{t: {empty: true}}];
     }
 };
 
diff --git a/src/traces/box/plot.js b/src/traces/box/plot.js
index 4b81d31e418..7c0542fe68a 100644
--- a/src/traces/box/plot.js
+++ b/src/traces/box/plot.js
@@ -59,7 +59,7 @@ module.exports = function plot(gd, plotinfo, cdbox) {
         // whisker width
         var wdPos = bdPos * trace.whiskerwidth;
 
-        if(trace.visible !== true || t.emptybox) {
+        if(trace.visible !== true || t.empty) {
             d3.select(this).remove();
             return;
         }
diff --git a/src/traces/box/set_positions.js b/src/traces/box/set_positions.js
index fa590dc7a0c..399aec16adb 100644
--- a/src/traces/box/set_positions.js
+++ b/src/traces/box/set_positions.js
@@ -44,7 +44,7 @@ module.exports = function setPositions(gd, plotinfo) {
             trace = cd[0].trace;
 
             if(trace.visible === true && Registry.traceIs(trace, 'box') &&
-                    !t.emptybox &&
+                    !t.empty &&
                     trace.orientation === orientation &&
                     trace.xaxis === xa._id &&
                     trace.yaxis === ya._id) {

From c8f38ff45e4052c3c817e1d507b0b045c3108fee Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Tue, 24 Oct 2017 12:02:16 -0400
Subject: [PATCH 03/25] factor out box defaults and boxpoint plot methods

... in preparation for violin
---
 src/traces/box/defaults.js        |  43 +++++--
 src/traces/box/index.js           |   6 +-
 src/traces/box/layout_defaults.js |  24 ++--
 src/traces/box/plot.js            | 202 ++++++++++++++++--------------
 4 files changed, 158 insertions(+), 117 deletions(-)

diff --git a/src/traces/box/defaults.js b/src/traces/box/defaults.js
index 64a926e4af7..9ea8e7964af 100644
--- a/src/traces/box/defaults.js
+++ b/src/traces/box/defaults.js
@@ -14,11 +14,25 @@ var Color = require('../../components/color');
 
 var attributes = require('./attributes');
 
-module.exports = function supplyDefaults(traceIn, traceOut, defaultColor, layout) {
+function supplyDefaults(traceIn, traceOut, defaultColor, layout) {
     function coerce(attr, dflt) {
         return Lib.coerce(traceIn, traceOut, attributes, attr, dflt);
     }
 
+    handleSampleDefaults(traceIn, traceOut, coerce, layout);
+    if(traceOut.visible === false) return;
+
+    coerce('line.color', (traceIn.marker || {}).color || defaultColor);
+    coerce('line.width');
+    coerce('fillcolor', Color.addOpacity(traceOut.line.color, 0.5));
+
+    coerce('whiskerwidth');
+    coerce('boxmean');
+
+    handlePointsDefaults(traceIn, traceOut, coerce, {prefix: 'box'});
+}
+
+function handleSampleDefaults(traceIn, traceOut, coerce, layout) {
     var y = coerce('y');
     var x = coerce('x');
 
@@ -39,25 +53,22 @@ module.exports = function supplyDefaults(traceIn, traceOut, defaultColor, layout
     handleCalendarDefaults(traceIn, traceOut, ['x', 'y'], layout);
 
     coerce('orientation', defaultOrientation);
+}
 
-    coerce('line.color', (traceIn.marker || {}).color || defaultColor);
-    coerce('line.width');
-    coerce('fillcolor', Color.addOpacity(traceOut.line.color, 0.5));
-
-    coerce('whiskerwidth');
-    coerce('boxmean');
+function handlePointsDefaults(traceIn, traceOut, coerce, opts) {
+    var prefix = opts.prefix;
 
     var outlierColorDflt = Lib.coerce2(traceIn, traceOut, attributes, 'marker.outliercolor');
     var lineoutliercolor = coerce('marker.line.outliercolor');
 
-    var boxpoints = coerce(
-        'boxpoints',
+    var points = coerce(
+        prefix + 'points',
         (outlierColorDflt || lineoutliercolor) ? 'suspectedoutliers' : undefined
     );
 
-    if(boxpoints) {
-        coerce('jitter', boxpoints === 'all' ? 0.3 : 0);
-        coerce('pointpos', boxpoints === 'all' ? -1.5 : 0);
+    if(points) {
+        coerce('jitter', points === 'all' ? 0.3 : 0);
+        coerce('pointpos', points === 'all' ? -1.5 : 0);
 
         coerce('marker.symbol');
         coerce('marker.opacity');
@@ -66,7 +77,7 @@ module.exports = function supplyDefaults(traceIn, traceOut, defaultColor, layout
         coerce('marker.line.color');
         coerce('marker.line.width');
 
-        if(boxpoints === 'suspectedoutliers') {
+        if(points === 'suspectedoutliers') {
             coerce('marker.line.outliercolor', traceOut.marker.color);
             coerce('marker.line.outlierwidth');
         }
@@ -77,4 +88,10 @@ module.exports = function supplyDefaults(traceIn, traceOut, defaultColor, layout
     }
 
     coerce('hoveron');
+}
+
+module.exports = {
+    supplyDefaults: supplyDefaults,
+    handleSampleDefaults: handleSampleDefaults,
+    handlePointsDefaults: handlePointsDefaults
 };
diff --git a/src/traces/box/index.js b/src/traces/box/index.js
index 2294107883b..01cb930855d 100644
--- a/src/traces/box/index.js
+++ b/src/traces/box/index.js
@@ -12,11 +12,11 @@ var Box = {};
 
 Box.attributes = require('./attributes');
 Box.layoutAttributes = require('./layout_attributes');
-Box.supplyDefaults = require('./defaults');
-Box.supplyLayoutDefaults = require('./layout_defaults');
+Box.supplyDefaults = require('./defaults').supplyDefaults;
+Box.supplyLayoutDefaults = require('./layout_defaults').supplyLayoutDefaults;
 Box.calc = require('./calc');
 Box.setPositions = require('./set_positions');
-Box.plot = require('./plot');
+Box.plot = require('./plot').plot;
 Box.style = require('./style');
 Box.hoverPoints = require('./hover');
 Box.selectPoints = require('./select');
diff --git a/src/traces/box/layout_defaults.js b/src/traces/box/layout_defaults.js
index 3213f703af8..f9daa6870ef 100644
--- a/src/traces/box/layout_defaults.js
+++ b/src/traces/box/layout_defaults.js
@@ -12,11 +12,7 @@ var Registry = require('../../registry');
 var Lib = require('../../lib');
 var layoutAttributes = require('./layout_attributes');
 
-module.exports = function supplyLayoutDefaults(layoutIn, layoutOut, fullData) {
-    function coerce(attr, dflt) {
-        return Lib.coerce(layoutIn, layoutOut, layoutAttributes, attr, dflt);
-    }
-
+function _supply(layoutIn, layoutOut, fullData, coerce, prefix) {
     var hasBoxes;
     for(var i = 0; i < fullData.length; i++) {
         if(Registry.traceIs(fullData[i], 'box')) {
@@ -26,7 +22,19 @@ module.exports = function supplyLayoutDefaults(layoutIn, layoutOut, fullData) {
     }
     if(!hasBoxes) return;
 
-    coerce('boxmode');
-    coerce('boxgap');
-    coerce('boxgroupgap');
+    coerce(prefix + 'mode');
+    coerce(prefix + 'gap');
+    coerce(prefix + 'groupgap');
+}
+
+function supplyLayoutDefaults(layoutIn, layoutOut, fullData) {
+    function coerce(attr, dflt) {
+        return Lib.coerce(layoutIn, layoutOut, layoutAttributes, attr, dflt);
+    }
+    _supply(layoutIn, layoutOut, fullData, coerce, 'box');
+}
+
+module.exports = {
+    supplyLayoutDefaults: supplyLayoutDefaults,
+    _supply: _supply
 };
diff --git a/src/traces/box/plot.js b/src/traces/box/plot.js
index 7c0542fe68a..76ccec6ae72 100644
--- a/src/traces/box/plot.js
+++ b/src/traces/box/plot.js
@@ -33,7 +33,7 @@ function rand() {
 var JITTERCOUNT = 5; // points either side of this to include
 var JITTERSPREAD = 0.01; // fraction of IQR to count as "dense"
 
-module.exports = function plot(gd, plotinfo, cdbox) {
+function plot(gd, plotinfo, cdbox) {
     var fullLayout = gd._fullLayout;
     var xa = plotinfo.xaxis;
     var ya = plotinfo.yaxis;
@@ -78,9 +78,6 @@ module.exports = function plot(gd, plotinfo, cdbox) {
         t.bPos = bPos;
         t.bdPos = bdPos;
 
-        // repeatable pseudorandom number generator
-        seed();
-
         // boxes and whiskers
         sel.selectAll('path.box')
             .data(Lib.identity)
@@ -121,95 +118,7 @@ module.exports = function plot(gd, plotinfo, cdbox) {
 
         // draw points, if desired
         if(trace.boxpoints) {
-            sel.selectAll('g.points')
-                // since box plot points get an extra level of nesting, each
-                // box needs the trace styling info
-                .data(function(d) {
-                    d.forEach(function(v) {
-                        v.t = t;
-                        v.trace = trace;
-                    });
-                    return d;
-                })
-                .enter().append('g')
-                .attr('class', 'points')
-              .selectAll('path')
-                .data(function(d) {
-                    var i;
-
-                    var pts = trace.boxpoints === 'all' ?
-                        d.pts :
-                        d.pts.filter(function(pt) { return (pt.v < d.lf || pt.v > d.uf); });
-
-                    // normally use IQR, but if this is 0 or too small, use max-min
-                    var typicalSpread = Math.max((d.max - d.min) / 10, d.q3 - d.q1);
-                    var minSpread = typicalSpread * 1e-9;
-                    var spreadLimit = typicalSpread * JITTERSPREAD;
-                    var jitterFactors = [];
-                    var maxJitterFactor = 0;
-                    var newJitter;
-
-                    // dynamic jitter
-                    if(trace.jitter) {
-                        if(typicalSpread === 0) {
-                            // edge case of no spread at all: fall back to max jitter
-                            maxJitterFactor = 1;
-                            jitterFactors = new Array(pts.length);
-                            for(i = 0; i < pts.length; i++) {
-                                jitterFactors[i] = 1;
-                            }
-                        } else {
-                            for(i = 0; i < pts.length; i++) {
-                                var i0 = Math.max(0, i - JITTERCOUNT);
-                                var pmin = pts[i0].v;
-                                var i1 = Math.min(pts.length - 1, i + JITTERCOUNT);
-                                var pmax = pts[i1].v;
-
-                                if(trace.boxpoints !== 'all') {
-                                    if(pts[i].v < d.lf) pmax = Math.min(pmax, d.lf);
-                                    else pmin = Math.max(pmin, d.uf);
-                                }
-
-                                var jitterFactor = Math.sqrt(spreadLimit * (i1 - i0) / (pmax - pmin + minSpread)) || 0;
-                                jitterFactor = Lib.constrain(Math.abs(jitterFactor), 0, 1);
-
-                                jitterFactors.push(jitterFactor);
-                                maxJitterFactor = Math.max(jitterFactor, maxJitterFactor);
-                            }
-                        }
-                        newJitter = trace.jitter * 2 / maxJitterFactor;
-                    }
-
-                    // fills in 'x' and 'y' in calcdata 'pts' item
-                    for(i = 0; i < pts.length; i++) {
-                        var pt = pts[i];
-                        var v = pt.v;
-
-                        var jitterOffset = trace.jitter ?
-                            (newJitter * jitterFactors[i] * (rand() - 0.5)) :
-                            0;
-
-                        var posPx = d.pos + bPos + bdPos * (trace.pointpos + jitterOffset);
-
-                        if(trace.orientation === 'h') {
-                            pt.y = posPx;
-                            pt.x = v;
-                        } else {
-                            pt.x = posPx;
-                            pt.y = v;
-                        }
-
-                        // tag suspected outliers
-                        if(trace.boxpoints === 'suspectedoutliers' && v < d.uo && v > d.lo) {
-                            pt.so = true;
-                        }
-                    }
-
-                    return pts;
-                })
-                .enter().append('path')
-                .classed('point', true)
-                .call(Drawing.translatePoints, xa, ya);
+            plotPoints(sel, plotinfo, trace, t);
         }
 
         // draw mean (and stdev diamond) if desired
@@ -244,4 +153,111 @@ module.exports = function plot(gd, plotinfo, cdbox) {
                 });
         }
     });
+}
+
+function plotPoints(sel, plotinfo, trace, t) {
+    var xa = plotinfo.xaxis;
+    var ya = plotinfo.yaxis;
+    var bdPos = t.bdPos;
+    var bPos = t.bPos;
+
+    var mode = trace.boxpoints;
+
+    // repeatable pseudorandom number generator
+    seed();
+
+    sel.selectAll('g.points')
+        // since box plot points get an extra level of nesting, each
+        // box needs the trace styling info
+        .data(function(d) {
+            d.forEach(function(v) {
+                v.t = t;
+                v.trace = trace;
+            });
+            return d;
+        })
+        .enter().append('g')
+        .attr('class', 'points')
+      .selectAll('path')
+        .data(function(d) {
+            var i;
+
+            var pts = mode === 'all' ?
+                d.pts :
+                d.pts.filter(function(pt) { return (pt.v < d.lf || pt.v > d.uf); });
+
+            // normally use IQR, but if this is 0 or too small, use max-min
+            var typicalSpread = Math.max((d.max - d.min) / 10, d.q3 - d.q1);
+            var minSpread = typicalSpread * 1e-9;
+            var spreadLimit = typicalSpread * JITTERSPREAD;
+            var jitterFactors = [];
+            var maxJitterFactor = 0;
+            var newJitter;
+
+            // dynamic jitter
+            if(trace.jitter) {
+                if(typicalSpread === 0) {
+                    // edge case of no spread at all: fall back to max jitter
+                    maxJitterFactor = 1;
+                    jitterFactors = new Array(pts.length);
+                    for(i = 0; i < pts.length; i++) {
+                        jitterFactors[i] = 1;
+                    }
+                } else {
+                    for(i = 0; i < pts.length; i++) {
+                        var i0 = Math.max(0, i - JITTERCOUNT);
+                        var pmin = pts[i0].v;
+                        var i1 = Math.min(pts.length - 1, i + JITTERCOUNT);
+                        var pmax = pts[i1].v;
+
+                        if(mode !== 'all') {
+                            if(pts[i].v < d.lf) pmax = Math.min(pmax, d.lf);
+                            else pmin = Math.max(pmin, d.uf);
+                        }
+
+                        var jitterFactor = Math.sqrt(spreadLimit * (i1 - i0) / (pmax - pmin + minSpread)) || 0;
+                        jitterFactor = Lib.constrain(Math.abs(jitterFactor), 0, 1);
+
+                        jitterFactors.push(jitterFactor);
+                        maxJitterFactor = Math.max(jitterFactor, maxJitterFactor);
+                    }
+                }
+                newJitter = trace.jitter * 2 / maxJitterFactor;
+            }
+
+            // fills in 'x' and 'y' in calcdata 'pts' item
+            for(i = 0; i < pts.length; i++) {
+                var pt = pts[i];
+                var v = pt.v;
+
+                var jitterOffset = trace.jitter ?
+                    (newJitter * jitterFactors[i] * (rand() - 0.5)) :
+                    0;
+
+                var posPx = d.pos + bPos + bdPos * (trace.pointpos + jitterOffset);
+
+                if(trace.orientation === 'h') {
+                    pt.y = posPx;
+                    pt.x = v;
+                } else {
+                    pt.x = posPx;
+                    pt.y = v;
+                }
+
+                // tag suspected outliers
+                if(mode === 'suspectedoutliers' && v < d.uo && v > d.lo) {
+                    pt.so = true;
+                }
+            }
+
+            return pts;
+        })
+        .enter().append('path')
+        .classed('point', true)
+        .call(Drawing.translatePoints, xa, ya);
+}
+
+module.exports = {
+    plot: plot,
+    plotPoints: plotPoints
 };

From 3438eae9199ef5df36a907ccb3b8b54ad16fcd6e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Tue, 24 Oct 2017 12:07:15 -0400
Subject: [PATCH 04/25] first cut violin

---
 lib/index-cartesian.js                 |   3 +-
 lib/index.js                           |   7 +-
 lib/violin.js                          |  11 +++
 src/plots/cartesian/constants.js       |   9 +-
 src/plots/plots.js                     |   1 +
 src/traces/box/plot.js                 |   3 +-
 src/traces/box/set_positions.js        |   9 +-
 src/traces/violin/attributes.js        | 113 +++++++++++++++++++++++++
 src/traces/violin/calc.js              |  75 ++++++++++++++++
 src/traces/violin/defaults.js          |  36 ++++++++
 src/traces/violin/index.js             |  40 +++++++++
 src/traces/violin/layout_attributes.js |  19 +++++
 src/traces/violin/layout_defaults.js   |  20 +++++
 src/traces/violin/plot.js              |  92 ++++++++++++++++++++
 src/traces/violin/style.js             |  31 +++++++
 15 files changed, 455 insertions(+), 14 deletions(-)
 create mode 100644 lib/violin.js
 create mode 100644 src/traces/violin/attributes.js
 create mode 100644 src/traces/violin/calc.js
 create mode 100644 src/traces/violin/defaults.js
 create mode 100644 src/traces/violin/index.js
 create mode 100644 src/traces/violin/layout_attributes.js
 create mode 100644 src/traces/violin/layout_defaults.js
 create mode 100644 src/traces/violin/plot.js
 create mode 100644 src/traces/violin/style.js

diff --git a/lib/index-cartesian.js b/lib/index-cartesian.js
index 4d07f5f5f09..5818a717748 100644
--- a/lib/index-cartesian.js
+++ b/lib/index-cartesian.js
@@ -19,7 +19,8 @@ Plotly.register([
     require('./histogram2dcontour'),
     require('./pie'),
     require('./contour'),
-    require('./scatterternary')
+    require('./scatterternary'),
+    require('./violin')
 ]);
 
 module.exports = Plotly;
diff --git a/lib/index.js b/lib/index.js
index b64ed888557..7dac73a1f64 100644
--- a/lib/index.js
+++ b/lib/index.js
@@ -21,7 +21,7 @@ Plotly.register([
     require('./pie'),
     require('./contour'),
     require('./scatterternary'),
-    require('./sankey'),
+    require('./violin'),
 
     require('./scatter3d'),
     require('./surface'),
@@ -34,10 +34,13 @@ Plotly.register([
     require('./pointcloud'),
     require('./heatmapgl'),
     require('./parcoords'),
-    require('./table'),
 
     require('./scattermapbox'),
 
+    require('./sankey'),
+
+    require('./table'),
+
     require('./carpet'),
     require('./scattercarpet'),
     require('./contourcarpet'),
diff --git a/lib/violin.js b/lib/violin.js
new file mode 100644
index 00000000000..d1d0ea51c3f
--- /dev/null
+++ b/lib/violin.js
@@ -0,0 +1,11 @@
+/**
+* Copyright 2012-2017, Plotly, Inc.
+* All rights reserved.
+*
+* This source code is licensed under the MIT license found in the
+* LICENSE file in the root directory of this source tree.
+*/
+
+'use strict';
+
+module.exports = require('../src/traces/violin');
diff --git a/src/plots/cartesian/constants.js b/src/plots/cartesian/constants.js
index b44235855a2..6edfe4fcb9f 100644
--- a/src/plots/cartesian/constants.js
+++ b/src/plots/cartesian/constants.js
@@ -57,18 +57,13 @@ module.exports = {
     DFLTRANGEX: [-1, 6],
     DFLTRANGEY: [-1, 4],
 
-    // Layers to keep trace types in the right order.
-    // from back to front:
-    // 1. heatmaps, 2D histos and contour maps
-    // 2. bars / 1D histos
-    // 3. errorbars for bars and scatter
-    // 4. scatter
-    // 5. box plots
+    // Layers to keep trace types in the right order
     traceLayerClasses: [
         'imagelayer',
         'maplayer',
         'barlayer',
         'carpetlayer',
+        'violinlayer',
         'boxlayer',
         'scatterlayer'
     ],
diff --git a/src/plots/plots.js b/src/plots/plots.js
index d9bbc1966c8..6422242fdc9 100644
--- a/src/plots/plots.js
+++ b/src/plots/plots.js
@@ -2160,6 +2160,7 @@ plots.doCalcdata = function(gd, traces) {
 
     // how many box/violins plots do we have (in case they're grouped)
     fullLayout._numBoxes = 0;
+    fullLayout._numViolins = 0;
 
     // for calculating avg luminosity of heatmaps
     gd._hmpixcount = 0;
diff --git a/src/traces/box/plot.js b/src/traces/box/plot.js
index 76ccec6ae72..4463770863e 100644
--- a/src/traces/box/plot.js
+++ b/src/traces/box/plot.js
@@ -161,7 +161,8 @@ function plotPoints(sel, plotinfo, trace, t) {
     var bdPos = t.bdPos;
     var bPos = t.bPos;
 
-    var mode = trace.boxpoints;
+    // TODO ... unfortunately
+    var mode = trace.boxpoints || trace.points;
 
     // repeatable pseudorandom number generator
     seed();
diff --git a/src/traces/box/set_positions.js b/src/traces/box/set_positions.js
index 399aec16adb..65846100cf5 100644
--- a/src/traces/box/set_positions.js
+++ b/src/traces/box/set_positions.js
@@ -12,13 +12,14 @@ var Registry = require('../../registry');
 var Axes = require('../../plots/cartesian/axes');
 var Lib = require('../../lib');
 
-
 module.exports = function setPositions(gd, plotinfo) {
     var fullLayout = gd._fullLayout;
     var xa = plotinfo.xaxis;
     var ya = plotinfo.yaxis;
     var orientations = ['v', 'h'];
 
+    // TODO figure this out
+    // should violins and boxes share 'num' fields?
     var numKey = '_numBoxes';
 
     var posAxis, i, j, k;
@@ -84,8 +85,10 @@ module.exports = function setPositions(gd, plotinfo) {
             gd.calcdata[boxListIndex][0].t.dPos = dPos;
         }
 
-        var gap = fullLayout.boxgap;
-        var groupgap = fullLayout.boxgroupgap;
+        // TODO this won't work when both boxes and violins are present
+        // on same graph
+        var gap = fullLayout.boxgap || fullLayout.violingap;
+        var groupgap = fullLayout.boxgroupgap || fullLayout.violingroupgap;
 
         // autoscale the x axis - including space for points if they're off the side
         // TODO: this will overdo it if the outermost boxes don't have
diff --git a/src/traces/violin/attributes.js b/src/traces/violin/attributes.js
new file mode 100644
index 00000000000..91b10e06a7a
--- /dev/null
+++ b/src/traces/violin/attributes.js
@@ -0,0 +1,113 @@
+/**
+* Copyright 2012-2017, Plotly, Inc.
+* All rights reserved.
+*
+* This source code is licensed under the MIT license found in the
+* LICENSE file in the root directory of this source tree.
+*/
+
+'use strict';
+
+var boxAttrs = require('../box/attributes');
+var scatterAttrs = require('../scatter/attributes');
+var extendFlat = require('../../lib/extend').extendFlat;
+
+module.exports = {
+    y: boxAttrs.y,
+    x: boxAttrs.x,
+    x0: boxAttrs.x0,
+    y0: boxAttrs.y0,
+    name: boxAttrs.name,
+    orientation: extendFlat({}, boxAttrs.orientation, {
+        description: [
+            'Sets the orientation of the violin(s).',
+            'If *v* (*h*), the distribution is visualized along',
+            'the vertical (horizontal).'
+        ].join(' ')
+    }),
+
+    bandwidth: {
+        valType: 'number',
+        min: 0,
+        role: 'info',
+        editType: 'plot',
+        description: [
+            'Sets the bandwidth used to compute the kernel density estimate.',
+            'By default, the bandwidth is determined by Silverman\'s rule of thumb.'
+        ].join(' ')
+    },
+    scaleby: {
+        valType: 'enumerated',
+        values: ['width', 'area', 'count'],
+        dflt: 'width',
+        role: 'info',
+        editType: 'calc',
+        description: [
+            'Sets the method by which the width of each violin is determined.',
+            '*width* means each violin has the same (max) width',
+            '*area* means each violin has the same area',
+            '*count* means the violins are scaled by the number of sample points making',
+            'up each violin.'
+        ].join('')
+    },
+    span: {
+        valType: 'info_array',
+        items: [
+            {valType: 'any', editType: 'plot'},
+            {valType: 'any', editType: 'plot'}
+        ],
+        role: 'info',
+        editType: 'plot',
+        description: [
+            'Sets the span in data space for which the density function will be computed.',
+            'By default, the span goes from the minimum value to maximum value in the sample.'
+        ].join(' ')
+    },
+    side: {
+        valType: 'enumerated',
+        values: ['both', 'left', 'right'],
+        dflt: 'both',
+        role: 'info',
+        editType: 'plot',
+        description: [
+            'Determines which side of the position line the density function making up',
+            'one half of a is plotting.',
+            'Useful when comparing two violin traces under *overlay* mode, where one trace.'
+        ].join(' ')
+    },
+
+    // TODO update description
+    points: boxAttrs.boxpoints,
+    jitter: boxAttrs.jitter,
+    pointpos: boxAttrs.pointpos,
+    marker: boxAttrs.marker,
+    text: boxAttrs.text,
+
+    // TODO need attribute(s) similar to 'boxmean' to toggle lines for:
+    // - mean
+    // - median
+    // - std
+    // - quartiles
+
+    line: {
+        color: {
+            valType: 'color',
+            role: 'style',
+            editType: 'style',
+            description: 'Sets the color of line bounding the violin(s).'
+        },
+        width: {
+            valType: 'number',
+            role: 'style',
+            min: 0,
+            dflt: 2,
+            editType: 'style',
+            description: 'Sets the width (in px) of line bounding the violin(s).'
+        },
+        smoothing: scatterAttrs.line.smoothing,
+        editType: 'plot'
+    },
+
+    fillcolor: boxAttrs.fillcolor,
+    hoveron: boxAttrs.hoveron
+};
diff --git a/src/traces/violin/calc.js b/src/traces/violin/calc.js
new file mode 100644
index 00000000000..ac7af521079
--- /dev/null
+++ b/src/traces/violin/calc.js
@@ -0,0 +1,75 @@
+/**
+* Copyright 2012-2017, Plotly, Inc.
+* All rights reserved.
+*
+* This source code is licensed under the MIT license found in the
+* LICENSE file in the root directory of this source tree.
+*/
+
+'use strict';
+
+var Lib = require('../../lib');
+var boxCalc = require('../box/calc');
+
+var kernels = {
+    gaussian: function(v) {
+        return (1 / Math.sqrt(2 * Math.PI)) * Math.exp(-0.5 * v * v);
+    }
+};
+
+module.exports = function calc(gd, trace) {
+    var cd = boxCalc(gd, trace);
+
+    if(cd[0].t.empty) return cd;
+
+    for(var i = 0; i < cd.length; i++) {
+        var cdi = cd[i];
+        var vals = cdi.pts.map(extractVal);
+        var len = vals.length;
+        var span = trace.span || [cdi.min, cdi.max];
+        var dist = span[1] - span[0];
+        // sample standard deviation
+        var ssd = Lib.stdev(vals, len - 1, cdi.mean);
+        var bandwidthDflt = ruleOfThumbBandwidth(vals, ssd, cdi.q3 - cdi.q1);
+        var bandwidth = trace.bandwidth || bandwidthDflt;
+        var kde = makeKDE(vals, kernels.gaussian, bandwidth);
+        // step that well covers the bandwidth and is multiple of span distance
+        var n = Math.ceil(dist / (Math.min(bandwidthDflt, bandwidth) / 3));
+        var step = dist / n;
+
+        cdi.density = new Array(n);
+        cdi.violinMaxWidth = 0;
+
+        for(var k = 0, t = span[0]; t < (span[1] + step / 2); k++, t += step) {
+            var v = kde(t);
+            cdi.violinMaxWidth = Math.max(cdi.violinMaxWidth, v);
+            cdi.density[k] = {v: v, t: t};
+        }
+    }
+
+    return cd;
+};
+
+// Default to Silveman's rule of thumb:
+// - https://en.wikipedia.org/wiki/Kernel_density_estimation#A_rule-of-thumb_bandwidth_estimator
+// - https://github.com/statsmodels/statsmodels/blob/master/statsmodels/nonparametric/bandwidths.py
+function ruleOfThumbBandwidth(vals, ssd, iqr) {
+    var a = Math.min(ssd, iqr / 1.349);
+    return 1.059 * a * Math.pow(vals.length, -0.2);
+}
+
+function makeKDE(vals, kernel, bandwidth) {
+    var len = vals.length;
+    var factor = 1 / (len * bandwidth);
+
+    // don't use Lib.aggNums to skip isNumeric checks
+    return function(x) {
+        var sum = 0;
+        for(var i = 0; i < len; i++) {
+            sum += kernel((x - vals[i]) / bandwidth);
+        }
+        return factor * sum;
+    };
+}
+
+function extractVal(o) { return o.v; }
diff --git a/src/traces/violin/defaults.js b/src/traces/violin/defaults.js
new file mode 100644
index 00000000000..9f881051cb2
--- /dev/null
+++ b/src/traces/violin/defaults.js
@@ -0,0 +1,36 @@
+/**
+* Copyright 2012-2017, Plotly, Inc.
+* All rights reserved.
+*
+* This source code is licensed under the MIT license found in the
+* LICENSE file in the root directory of this source tree.
+*/
+
+'use strict';
+
+var Lib = require('../../lib');
+var Color = require('../../components/color');
+
+var boxDefaults = require('../box/defaults');
+var attributes = require('./attributes');
+
+module.exports = function supplyDefaults(traceIn, traceOut, defaultColor, layout) {
+    function coerce(attr, dflt) {
+        return Lib.coerce(traceIn, traceOut, attributes, attr, dflt);
+    }
+
+    boxDefaults.handleSampleDefaults(traceIn, traceOut, coerce, layout);
+    if(traceOut.visible === false) return;
+
+    coerce('bandwidth');
+    coerce('scaleby');
+    coerce('span');
+    coerce('side');
+
+    coerce('line.color', (traceIn.marker || {}).color || defaultColor);
+    coerce('line.width');
+    coerce('line.smoothing');
+    coerce('fillcolor', Color.addOpacity(traceOut.line.color, 0.5));
+
+    boxDefaults.handlePointsDefaults(traceIn, traceOut, coerce, {prefix: ''});
+};
diff --git a/src/traces/violin/index.js b/src/traces/violin/index.js
new file mode 100644
index 00000000000..5872f3a53fe
--- /dev/null
+++ b/src/traces/violin/index.js
@@ -0,0 +1,40 @@
+/**
+* Copyright 2012-2017, Plotly, Inc.
+* All rights reserved.
+*
+* This source code is licensed under the MIT license found in the
+* LICENSE file in the root directory of this source tree.
+*/
+
+'use strict';
+
+module.exports = {
+    attributes: require('./attributes'),
+    layoutAttributes: require('./layout_attributes'),
+    supplyDefaults: require('./defaults'),
+    supplyLayoutDefaults: require('./layout_defaults'),
+    calc: require('./calc'),
+    setPositions: require('../box/set_positions'),
+    plot: require('./plot'),
+    style: require('./style'),
+    hoverPoints: require('../box/hover'),
+    selectPoints: require('../box/select'),
+
+    moduleType: 'trace',
+    name: 'violin',
+    basePlotModule: require('../../plots/cartesian'),
+    // TODO
+    // - should maybe rename 'box' category to something more general
+    categories: ['cartesian', 'symbols', 'oriented', 'box', 'showLegend'],
+    meta: {
+        description: [
+            'In vertical (horizontal) violin plots,',
+            'statistics are computed using `y` (`x`) values.',
+            'By supplying an `x` (`y`) array, one violin per distinct x (y) value',
+            'is drawn',
+            'If no `x` (`y`) {array} is provided, a single violin is drawn.',
+            'That violin position is then positioned with',
+            'with `name` or with `x0` (`y0`) if provided.'
+        ].join(' ')
+    }
+};
diff --git a/src/traces/violin/layout_attributes.js b/src/traces/violin/layout_attributes.js
new file mode 100644
index 00000000000..90adb472163
--- /dev/null
+++ b/src/traces/violin/layout_attributes.js
@@ -0,0 +1,19 @@
+/**
+* Copyright 2012-2017, Plotly, Inc.
+* All rights reserved.
+*
+* This source code is licensed under the MIT license found in the
+* LICENSE file in the root directory of this source tree.
+*/
+
+'use strict';
+
+var boxLayoutAttrs = require('../box/layout_attributes');
+
+// TODO update descriptions
+// ... or maybe just reuse box* attributes?
+module.exports = {
+    violinmode: boxLayoutAttrs.boxmode,
+    violingap: boxLayoutAttrs.boxgap,
+    violingroupgap: boxLayoutAttrs.boxgroupgap
+};
diff --git a/src/traces/violin/layout_defaults.js b/src/traces/violin/layout_defaults.js
new file mode 100644
index 00000000000..28352b7ec95
--- /dev/null
+++ b/src/traces/violin/layout_defaults.js
@@ -0,0 +1,20 @@
+/**
+* Copyright 2012-2017, Plotly, Inc.
+* All rights reserved.
+*
+* This source code is licensed under the MIT license found in the
+* LICENSE file in the root directory of this source tree.
+*/
+
+'use strict';
+
+var Lib = require('../../lib');
+var layoutAttributes = require('./layout_attributes');
+var boxLayoutDefaults = require('../box/layout_defaults');
+
+module.exports = function supplyLayoutDefaults(layoutIn, layoutOut, fullData) {
+    function coerce(attr, dflt) {
+        return Lib.coerce(layoutIn, layoutOut, layoutAttributes, attr, dflt);
+    }
+    boxLayoutDefaults._supply(layoutIn, layoutOut, fullData, coerce, 'violin');
+};
diff --git a/src/traces/violin/plot.js b/src/traces/violin/plot.js
new file mode 100644
index 00000000000..dd31720eed3
--- /dev/null
+++ b/src/traces/violin/plot.js
@@ -0,0 +1,92 @@
+/**
+* Copyright 2012-2017, Plotly, Inc.
+* All rights reserved.
+*
+* This source code is licensed under the MIT license found in the
+* LICENSE file in the root directory of this source tree.
+*/
+
+'use strict';
+
+var d3 = require('d3');
+var Lib = require('../../lib');
+var Drawing = require('../../components/drawing');
+var boxPlot = require('../box/plot');
+var linePoints = require('../scatter/line_points');
+
+module.exports = function plot(gd, plotinfo, cd) {
+    var fullLayout = gd._fullLayout;
+    var xa = plotinfo.xaxis;
+    var ya = plotinfo.yaxis;
+
+    var traces = plotinfo.plot.select('.violinlayer')
+        .selectAll('g.trace.violins')
+            .data(cd)
+      .enter().append('g')
+        .attr('class', 'trace violins');
+
+    traces.each(function(d) {
+        var cd0 = d[0];
+        var t = cd0.t;
+        var trace = cd0.trace;
+        var sel = cd0.node3 = d3.select(this);
+        var numViolins = fullLayout._numBoxes;
+        var group = (fullLayout.violinmode === 'group' && numViolins > 1);
+        // violin max half width
+        var bdPos = t.bdPos = t.dPos * (1 - fullLayout.violingap) * (1 - fullLayout.violingroupgap) / (group ? numViolins : 1);
+        // violin center offset
+        var bPos = t.bPos = group ? 2 * t.dPos * (-0.5 + (t.num + 0.5) / numViolins) * (1 - fullLayout.violingap) : 0;
+
+        if(trace.visible !== true || t.empty) {
+            d3.select(this).remove();
+            return;
+        }
+
+        sel.selectAll('path.violin')
+            .data(Lib.identity)
+            .enter().append('path')
+            .style('vector-effect', 'non-scaling-stroke')
+            .attr('class', 'violin')
+            .each(function(d) {
+                var density = d.density;
+                var lineData = [];
+                var i;
+
+                // TODO add scale by 'area' and by 'count'
+                var scale = d.violinMaxWidth / bdPos;
+
+                // TODO add support for one-sided violins
+                for(i = 0; i < density.length; i++) {
+                    lineData.push({
+                        x: d.pos + bPos + (density[i].v / scale),
+                        y: density[i].t
+                    });
+                }
+                for(i--; i >= 0; i--) {
+                    lineData.push({
+                        x: d.pos + bPos - (density[i].v / scale),
+                        y: density[i].t
+                    });
+                }
+
+                var segments = linePoints(lineData, {
+                    xaxis: xa,
+                    yaxis: ya,
+                    connectGaps: true,
+                    baseTolerance: 0.75,
+                    shape: 'spline',
+                    simplify: true
+                });
+
+                var path = Drawing.smoothclosed(segments[0], trace.line.smoothing);
+
+                d3.select(this).attr('d', path);
+            });
+
+        if(trace.points) {
+            boxPlot.plotPoints(sel, plotinfo, trace, t);
+        }
+
+        // TODO quartile line etc
+    });
+};
diff --git a/src/traces/violin/style.js b/src/traces/violin/style.js
new file mode 100644
index 00000000000..315dc13fa93
--- /dev/null
+++ b/src/traces/violin/style.js
@@ -0,0 +1,31 @@
+/**
+* Copyright 2012-2017, Plotly, Inc.
+* All rights reserved.
+*
+* This source code is licensed under the MIT license found in the
+* LICENSE file in the root directory of this source tree.
+*/
+
+'use strict';
+
+var d3 = require('d3');
+var Drawing = require('../../components/drawing');
+var Color = require('../../components/color');
+
+module.exports = function style(gd) {
+    var traces = d3.select(gd).selectAll('g.trace.violins');
+
+    traces.style('opacity', function(d) { return d[0].trace.opacity; })
+        .each(function(d) {
+            var trace = d[0].trace;
+            var sel = d3.select(this);
+
+            sel.selectAll('path.violin')
+                .style('stroke-width', '2px')
+                .call(Color.stroke, trace.line.color)
+                .call(Color.fill, trace.fillcolor);
+
+            sel.selectAll('g.points path')
+                .call(Drawing.pointStyle, trace, gd);
+        });
+};

From d77950990ecb395d894babfffd18c7e90916755c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Tue, 24 Oct 2017 12:07:24 -0400
Subject: [PATCH 05/25] first cut violin mocks

---
 test/image/baselines/violin_grouped.png      | Bin 0 -> 36549 bytes
 test/image/baselines/violin_old-faithful.png | Bin 0 -> 41740 bytes
 test/image/mocks/violin_grouped.json         |  74 +++++++++++++++++++
 test/image/mocks/violin_old-faithful.json    |   7 ++
 4 files changed, 81 insertions(+)
 create mode 100644 test/image/baselines/violin_grouped.png
 create mode 100644 test/image/baselines/violin_old-faithful.png
 create mode 100644 test/image/mocks/violin_grouped.json
 create mode 100644 test/image/mocks/violin_old-faithful.json

diff --git a/test/image/baselines/violin_grouped.png b/test/image/baselines/violin_grouped.png
new file mode 100644
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literal 0
HcmV?d00001

diff --git a/test/image/mocks/violin_grouped.json b/test/image/mocks/violin_grouped.json
new file mode 100644
index 00000000000..b636af8b1fb
--- /dev/null
+++ b/test/image/mocks/violin_grouped.json
@@ -0,0 +1,74 @@
+{
+    "data":  [{
+        "type": "violin",
+        "name": "kale",
+        "y": [
+            0.2, 0.2, 0.6, 1, 0.5, 0.4, 
+            0.2, 0.7, 0.9, 0.1, 0.5, 0.3
+         ],
+        "x": [
+            "day 1", "day 1", "day 1", "day 1", "day 1", "day 1", 
+            "day 2", "day 2", "day 2", "day 2", "day 2", "day 2"
+         ],
+        "marker": {
+            "symbol": "line-ew",
+                "color": "#3D9970",
+            "line": {
+                "color": "#3D9970",
+                "width": 2
+            }
+        },
+        "points": "all",
+        "jitter": 0
+    }, {
+        "type": "violin",
+        "name": "radishes",
+        "y": [ 
+            0.6, 0.7, 0.3, 0.6, 0, 0.5,
+            0.7, 0.9, 0.5, 0.8, 0.7, 0.2
+         ],
+        "x": [
+            "day 1", "day 1", "day 1", "day 1", "day 1", "day 1",
+            "day 2", "day 2", "day 2", "day 2", "day 2", "day 2"
+         ],
+        "marker": {
+            "symbol": "line-ew",
+                "color": "#FF4136",
+            "line": {
+                "color": "#FF4136",
+                "width": 2
+            }
+        },
+        "points": "all",
+        "jitter": 0
+    }, {
+         "type": "violin",
+         "name": "carrots",
+         "y": [
+            0.1, 0.3, 0.1, 0.9, 0.6, 0.6,
+            0.9, 1, 0.3, 0.6, 0.8, 0.5
+         ],
+         "x": [
+            "day 1", "day 1", "day 1", "day 1", "day 1", "day 1",
+            "day 2", "day 2", "day 2", "day 2", "day 2", "day 2"
+         ],
+         "marker": {
+            "symbol": "line-ew",
+                "color": "#FF851B",
+            "line": {
+                "color": "#FF851B",
+                "width": 2
+            }
+         },
+        "points": "all",
+        "jitter": 0
+    }, {
+    }],
+    "layout": {
+        "yaxis": {
+            "zeroline": false,
+            "title": "normalized moisture"
+        },
+        "violinmode": "group"
+    }
+}
diff --git a/test/image/mocks/violin_old-faithful.json b/test/image/mocks/violin_old-faithful.json
new file mode 100644
index 00000000000..ff85ba94a1c
--- /dev/null
+++ b/test/image/mocks/violin_old-faithful.json
@@ -0,0 +1,7 @@
+{
+    "data": [{
+		"type": "violin",
+		"points": "all",
+        "y": [79, 54, 74, 62, 85, 55, 88, 85, 51, 85, 54, 84, 78, 47, 83, 52, 62, 84, 52, 79, 51, 47, 78, 69, 74, 83, 55, 76, 78, 79, 73, 77, 66, 80, 74, 52, 48, 80, 59, 90, 80, 58, 84, 58, 73, 83, 64, 53, 82, 59, 75, 90, 54, 80, 54, 83, 71, 64, 77, 81, 59, 84, 48, 82, 60, 92, 78, 78, 65, 73, 82, 56, 79, 71, 62, 76, 60, 78, 76, 83, 75, 82, 70, 65, 73, 88, 76, 80, 48, 86, 60, 90, 50, 78, 63, 72, 84, 75, 51, 82, 62, 88, 49, 83, 81, 47, 84, 52, 86, 81, 75, 59, 89, 79, 59, 81, 50, 85, 59, 87, 53, 69, 77, 56, 88, 81, 45, 82, 55, 90, 45, 83, 56, 89, 46, 82, 51, 86, 53, 79, 81, 60, 82, 77, 76, 59, 80, 49, 96, 53, 77, 77, 65, 81, 71, 70, 81, 93, 53, 89, 45, 86, 58, 78, 66, 76, 63, 88, 52, 93, 49, 57, 77, 68, 81, 81, 73, 50, 85, 74, 55, 77, 83, 83, 51, 78, 84, 46, 83, 55, 81, 57, 76, 84, 77, 81, 87, 77, 51, 78, 60, 82, 91, 53, 78, 46, 77, 84, 49, 83, 71, 80, 49, 75, 64, 76, 53, 94, 55, 76, 50, 82, 54, 75, 78, 79, 78, 78, 70, 79, 70, 54, 86, 50, 90, 54, 54, 77, 79, 64, 75, 47, 86, 63, 85, 82, 57, 82, 67, 74, 54, 83, 73, 73, 88, 80, 71, 83, 56, 79, 78, 84, 58, 83, 43, 60, 75, 81, 46, 90, 46, 74 ]
+    }]
+}

From ea43b251428047d63afc2a332d308796700a11ac Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Mon, 30 Oct 2017 22:50:41 -0400
Subject: [PATCH 06/25] rename 'box' category 'box-violin'

---
 src/components/legend/style.js       | 2 +-
 src/components/modebar/manage.js     | 4 ++--
 src/plots/cartesian/type_defaults.js | 4 ++--
 src/traces/box/index.js              | 2 +-
 src/traces/box/set_positions.js      | 2 +-
 src/traces/violin/index.js           | 4 +---
 6 files changed, 8 insertions(+), 10 deletions(-)

diff --git a/src/components/legend/style.js b/src/components/legend/style.js
index c6037e79d07..08199c2a888 100644
--- a/src/components/legend/style.js
+++ b/src/components/legend/style.js
@@ -197,7 +197,7 @@ module.exports = function style(s, gd) {
         var trace = d[0].trace,
             pts = d3.select(this).select('g.legendpoints')
                 .selectAll('path.legendbox')
-                .data(Registry.traceIs(trace, 'box') && trace.visible ? [d] : []);
+                .data(Registry.traceIs(trace, 'box-violin') && trace.visible ? [d] : []);
         pts.enter().append('path').classed('legendbox', true)
             // if we want the median bar, prepend M6,0H-6
             .attr('d', 'M6,6H-6V-6H6Z')
diff --git a/src/components/modebar/manage.js b/src/components/modebar/manage.js
index 783d1bb7f49..bedee3dcb7d 100644
--- a/src/components/modebar/manage.js
+++ b/src/components/modebar/manage.js
@@ -179,8 +179,8 @@ function isSelectable(fullData) {
             if(scatterSubTypes.hasMarkers(trace) || scatterSubTypes.hasText(trace)) {
                 selectable = true;
             }
-        } else if(Registry.traceIs(trace, 'box')) {
-            if(trace.boxpoints === 'all') {
+        } else if(Registry.traceIs(trace, 'box-violin')) {
+            if(trace.boxpoints === 'all' || trace.points === 'all') {
                 selectable = true;
             }
         }
diff --git a/src/plots/cartesian/type_defaults.js b/src/plots/cartesian/type_defaults.js
index a82712763dd..fa68995066f 100644
--- a/src/plots/cartesian/type_defaults.js
+++ b/src/plots/cartesian/type_defaults.js
@@ -75,7 +75,7 @@ function setAutoType(ax, data) {
 
         for(var i = 0; i < data.length; i++) {
             trace = data[i];
-            if(!Registry.traceIs(trace, 'box') ||
+            if(!Registry.traceIs(trace, 'box-violin') ||
                (trace[axLetter + 'axis'] || axLetter) !== id) continue;
 
             if(trace[posLetter] !== undefined) boxPositions.push(trace[posLetter][0]);
@@ -113,7 +113,7 @@ function getBoxPosLetter(trace) {
 
 function isBoxWithoutPositionCoords(trace, axLetter) {
     var posLetter = getBoxPosLetter(trace),
-        isBox = Registry.traceIs(trace, 'box'),
+        isBox = Registry.traceIs(trace, 'box-violin'),
         isCandlestick = Registry.traceIs(trace._fullInput || {}, 'candlestick');
 
     return (
diff --git a/src/traces/box/index.js b/src/traces/box/index.js
index 01cb930855d..a36dabe1301 100644
--- a/src/traces/box/index.js
+++ b/src/traces/box/index.js
@@ -24,7 +24,7 @@ Box.selectPoints = require('./select');
 Box.moduleType = 'trace';
 Box.name = 'box';
 Box.basePlotModule = require('../../plots/cartesian');
-Box.categories = ['cartesian', 'symbols', 'oriented', 'box', 'showLegend'];
+Box.categories = ['cartesian', 'symbols', 'oriented', 'box-violin', 'showLegend'];
 Box.meta = {
     description: [
         'In vertical (horizontal) box plots,',
diff --git a/src/traces/box/set_positions.js b/src/traces/box/set_positions.js
index 65846100cf5..a81e7a525da 100644
--- a/src/traces/box/set_positions.js
+++ b/src/traces/box/set_positions.js
@@ -44,7 +44,7 @@ module.exports = function setPositions(gd, plotinfo) {
             t = cd[0].t;
             trace = cd[0].trace;
 
-            if(trace.visible === true && Registry.traceIs(trace, 'box') &&
+            if(trace.visible === true && trace.type === 'box' &&
                     !t.empty &&
                     trace.orientation === orientation &&
                     trace.xaxis === xa._id &&
diff --git a/src/traces/violin/index.js b/src/traces/violin/index.js
index 5872f3a53fe..e21b4e81d05 100644
--- a/src/traces/violin/index.js
+++ b/src/traces/violin/index.js
@@ -23,9 +23,7 @@ module.exports = {
     moduleType: 'trace',
     name: 'violin',
     basePlotModule: require('../../plots/cartesian'),
-    // TODO
-    // - should maybe rename 'box' category to something more general
-    categories: ['cartesian', 'symbols', 'oriented', 'box', 'showLegend'],
+    categories: ['cartesian', 'symbols', 'oriented', 'box-violin', 'showLegend'],
     meta: {
         description: [
             'In vertical (horizontal) violin plots,',

From a706f2a1dbf8b7b680181e61402bdc9d8f600ec7 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Mon, 30 Oct 2017 22:54:31 -0400
Subject: [PATCH 07/25] factor out box/whiskers and mean/sd plotting routine

- to make them reusable in violin/plot.js
- add support for asymmetric bdPos to support one-sided violins
---
 src/traces/box/plot.js | 194 ++++++++++++++++++++++++++---------------
 1 file changed, 123 insertions(+), 71 deletions(-)

diff --git a/src/traces/box/plot.js b/src/traces/box/plot.js
index 4463770863e..8050953a13f 100644
--- a/src/traces/box/plot.js
+++ b/src/traces/box/plot.js
@@ -64,8 +64,8 @@ function plot(gd, plotinfo, cdbox) {
             return;
         }
 
-        // set axis via orientation
         var posAxis, valAxis;
+
         if(trace.orientation === 'h') {
             posAxis = ya;
             valAxis = xa;
@@ -77,91 +77,90 @@ function plot(gd, plotinfo, cdbox) {
         // save the box size and box position for use by hover
         t.bPos = bPos;
         t.bdPos = bdPos;
+        t.wdPos = wdPos;
 
         // boxes and whiskers
-        sel.selectAll('path.box')
-            .data(Lib.identity)
-            .enter().append('path')
-            .style('vector-effect', 'non-scaling-stroke')
-            .attr('class', 'box')
-            .each(function(d) {
-                var posc = posAxis.c2p(d.pos + bPos, true),
-                    pos0 = posAxis.c2p(d.pos + bPos - bdPos, true),
-                    pos1 = posAxis.c2p(d.pos + bPos + bdPos, true),
-                    posw0 = posAxis.c2p(d.pos + bPos - wdPos, true),
-                    posw1 = posAxis.c2p(d.pos + bPos + wdPos, true),
-                    q1 = valAxis.c2p(d.q1, true),
-                    q3 = valAxis.c2p(d.q3, true),
-                    // make sure median isn't identical to either of the
-                    // quartiles, so we can see it
-                    m = Lib.constrain(valAxis.c2p(d.med, true),
-                        Math.min(q1, q3) + 1, Math.max(q1, q3) - 1),
-                    lf = valAxis.c2p(trace.boxpoints === false ? d.min : d.lf, true),
-                    uf = valAxis.c2p(trace.boxpoints === false ? d.max : d.uf, true);
-
-                if(trace.orientation === 'h') {
-                    d3.select(this).attr('d',
-                        'M' + m + ',' + pos0 + 'V' + pos1 + // median line
-                        'M' + q1 + ',' + pos0 + 'V' + pos1 + 'H' + q3 + 'V' + pos0 + 'Z' + // box
-                        'M' + q1 + ',' + posc + 'H' + lf + 'M' + q3 + ',' + posc + 'H' + uf + // whiskers
-                        ((trace.whiskerwidth === 0) ? '' : // whisker caps
-                            'M' + lf + ',' + posw0 + 'V' + posw1 + 'M' + uf + ',' + posw0 + 'V' + posw1));
-                } else {
-                    d3.select(this).attr('d',
-                        'M' + pos0 + ',' + m + 'H' + pos1 + // median line
-                        'M' + pos0 + ',' + q1 + 'H' + pos1 + 'V' + q3 + 'H' + pos0 + 'Z' + // box
-                        'M' + posc + ',' + q1 + 'V' + lf + 'M' + posc + ',' + q3 + 'V' + uf + // whiskers
-                        ((trace.whiskerwidth === 0) ? '' : // whisker caps
-                            'M' + posw0 + ',' + lf + 'H' + posw1 + 'M' + posw0 + ',' + uf + 'H' + posw1));
-                }
-            });
+        plotBoxAndWhiskers(sel, {pos: posAxis, val: valAxis}, trace, t);
 
         // draw points, if desired
         if(trace.boxpoints) {
-            plotPoints(sel, plotinfo, trace, t);
+            plotPoints(sel, {x: xa, y: ya}, trace, t);
         }
 
         // draw mean (and stdev diamond) if desired
         if(trace.boxmean) {
-            sel.selectAll('path.mean')
-                .data(Lib.identity)
-                .enter().append('path')
-                .attr('class', 'mean')
-                .style({
-                    fill: 'none',
-                    'vector-effect': 'non-scaling-stroke'
-                })
-                .each(function(d) {
-                    var posc = posAxis.c2p(d.pos + bPos, true),
-                        pos0 = posAxis.c2p(d.pos + bPos - bdPos, true),
-                        pos1 = posAxis.c2p(d.pos + bPos + bdPos, true),
-                        m = valAxis.c2p(d.mean, true),
-                        sl = valAxis.c2p(d.mean - d.sd, true),
-                        sh = valAxis.c2p(d.mean + d.sd, true);
-                    if(trace.orientation === 'h') {
-                        d3.select(this).attr('d',
-                            'M' + m + ',' + pos0 + 'V' + pos1 +
-                            ((trace.boxmean !== 'sd') ? '' :
-                                'm0,0L' + sl + ',' + posc + 'L' + m + ',' + pos0 + 'L' + sh + ',' + posc + 'Z'));
-                    }
-                    else {
-                        d3.select(this).attr('d',
-                            'M' + pos0 + ',' + m + 'H' + pos1 +
-                            ((trace.boxmean !== 'sd') ? '' :
-                                'm0,0L' + posc + ',' + sl + 'L' + pos0 + ',' + m + 'L' + posc + ',' + sh + 'Z'));
-                    }
-                });
+            plotBoxMean(sel, {pos: posAxis, val: valAxis}, trace, t);
         }
     });
 }
 
-function plotPoints(sel, plotinfo, trace, t) {
-    var xa = plotinfo.xaxis;
-    var ya = plotinfo.yaxis;
+function plotBoxAndWhiskers(sel, axes, trace, t) {
+    var posAxis = axes.pos;
+    var valAxis = axes.val;
+    var bPos = t.bPos;
+    var wdPos = t.wdPos || 0;
+    var bPosPxOffset = t.bPosPxOffset || 0;
+    var whiskerWidth = trace.whiskerwidth || 0;
+
+    // to support for one-sided box
+    var bdPos0;
+    var bdPos1;
+    if(Array.isArray(t.bdPos)) {
+        bdPos0 = t.bdPos[0];
+        bdPos1 = t.bdPos[1];
+    } else {
+        bdPos0 = t.bdPos;
+        bdPos1 = t.bdPos;
+    }
+
+    sel.selectAll('path.box')
+        .data(Lib.identity)
+        .enter().append('path')
+        .style('vector-effect', 'non-scaling-stroke')
+        .attr('class', 'box')
+        .each(function(d) {
+            var pos = d.pos;
+            var posc = posAxis.c2p(pos + bPos, true) + bPosPxOffset;
+            var pos0 = posAxis.c2p(pos + bPos - bdPos0, true) + bPosPxOffset;
+            var pos1 = posAxis.c2p(pos + bPos + bdPos1, true) + bPosPxOffset;
+            var posw0 = posAxis.c2p(pos + bPos - wdPos, true) + bPosPxOffset;
+            var posw1 = posAxis.c2p(pos + bPos + wdPos, true) + bPosPxOffset;
+            var q1 = valAxis.c2p(d.q1, true);
+            var q3 = valAxis.c2p(d.q3, true);
+            // make sure median isn't identical to either of the
+            // quartiles, so we can see it
+            var m = Lib.constrain(
+                valAxis.c2p(d.med, true),
+                Math.min(q1, q3) + 1, Math.max(q1, q3) - 1
+            );
+            var lf = valAxis.c2p(trace.boxpoints === false ? d.min : d.lf, true);
+            var uf = valAxis.c2p(trace.boxpoints === false ? d.max : d.uf, true);
+
+            if(trace.orientation === 'h') {
+                d3.select(this).attr('d',
+                    'M' + m + ',' + pos0 + 'V' + pos1 + // median line
+                    'M' + q1 + ',' + pos0 + 'V' + pos1 + 'H' + q3 + 'V' + pos0 + 'Z' + // box
+                    'M' + q1 + ',' + posc + 'H' + lf + 'M' + q3 + ',' + posc + 'H' + uf + // whiskers
+                    ((whiskerWidth === 0) ? '' : // whisker caps
+                        'M' + lf + ',' + posw0 + 'V' + posw1 + 'M' + uf + ',' + posw0 + 'V' + posw1));
+            } else {
+                d3.select(this).attr('d',
+                    'M' + pos0 + ',' + m + 'H' + pos1 + // median line
+                    'M' + pos0 + ',' + q1 + 'H' + pos1 + 'V' + q3 + 'H' + pos0 + 'Z' + // box
+                    'M' + posc + ',' + q1 + 'V' + lf + 'M' + posc + ',' + q3 + 'V' + uf + // whiskers
+                    ((whiskerWidth === 0) ? '' : // whisker caps
+                        'M' + posw0 + ',' + lf + 'H' + posw1 + 'M' + posw0 + ',' + uf + 'H' + posw1));
+            }
+        });
+}
+
+function plotPoints(sel, axes, trace, t) {
+    var xa = axes.x;
+    var ya = axes.y;
     var bdPos = t.bdPos;
     var bPos = t.bPos;
 
-    // TODO ... unfortunately
+    // to support violin innerbox
     var mode = trace.boxpoints || trace.points;
 
     // repeatable pseudorandom number generator
@@ -258,7 +257,60 @@ function plotPoints(sel, plotinfo, trace, t) {
         .call(Drawing.translatePoints, xa, ya);
 }
 
+function plotBoxMean(sel, axes, trace, t) {
+    var posAxis = axes.pos;
+    var valAxis = axes.val;
+    var bPos = t.bPos;
+    var bPosPxOffset = t.bPosPxOffset || 0;
+
+    // to support for one-sided box
+    var bdPos0;
+    var bdPos1;
+    if(Array.isArray(t.bdPos)) {
+        bdPos0 = t.bdPos[0];
+        bdPos1 = t.bdPos[1];
+    } else {
+        bdPos0 = t.bdPos;
+        bdPos1 = t.bdPos;
+    }
+
+    sel.selectAll('path.mean')
+        .data(Lib.identity)
+        .enter().append('path')
+        .attr('class', 'mean')
+        .style({
+            fill: 'none',
+            'vector-effect': 'non-scaling-stroke'
+        })
+        .each(function(d) {
+            var posc = posAxis.c2p(d.pos + bPos, true) + bPosPxOffset;
+            var pos0 = posAxis.c2p(d.pos + bPos - bdPos0, true) + bPosPxOffset;
+            var pos1 = posAxis.c2p(d.pos + bPos + bdPos1, true) + bPosPxOffset;
+            var m = valAxis.c2p(d.mean, true);
+            var sl = valAxis.c2p(d.mean - d.sd, true);
+            var sh = valAxis.c2p(d.mean + d.sd, true);
+
+            if(trace.orientation === 'h') {
+                d3.select(this).attr('d',
+                    'M' + m + ',' + pos0 + 'V' + pos1 +
+                    (trace.boxmean === 'sd' ?
+                        'm0,0L' + sl + ',' + posc + 'L' + m + ',' + pos0 + 'L' + sh + ',' + posc + 'Z' :
+                        '')
+                );
+            } else {
+                d3.select(this).attr('d',
+                    'M' + pos0 + ',' + m + 'H' + pos1 +
+                    (trace.boxmean === 'sd' ?
+                        'm0,0L' + posc + ',' + sl + 'L' + pos0 + ',' + m + 'L' + posc + ',' + sh + 'Z' :
+                        '')
+                );
+            }
+        });
+}
+
 module.exports = {
     plot: plot,
-    plotPoints: plotPoints
+    plotBoxAndWhiskers: plotBoxAndWhiskers,
+    plotPoints: plotPoints,
+    plotBoxMean: plotBoxMean
 };

From 1eb453b63e7e0ef854f07842935040a53e5c5d0b Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Mon, 30 Oct 2017 23:05:01 -0400
Subject: [PATCH 08/25] split box hover into onBoxes and onPoints routines

- to reuse in violin hover
---
 src/traces/box/hover.js | 334 +++++++++++++++++++++-------------------
 src/traces/box/index.js |   2 +-
 2 files changed, 177 insertions(+), 159 deletions(-)

diff --git a/src/traces/box/hover.js b/src/traces/box/hover.js
index d3668a44575..7f1ac5e501d 100644
--- a/src/traces/box/hover.js
+++ b/src/traces/box/hover.js
@@ -14,190 +14,208 @@ var Fx = require('../../components/fx');
 var Color = require('../../components/color');
 var fillHoverText = require('../scatter/fill_hover_text');
 
-module.exports = function hoverPoints(pointData, xval, yval, hovermode) {
+function hoverPoints(pointData, xval, yval, hovermode) {
     var cd = pointData.cd;
-    var xa = pointData.xa;
-    var ya = pointData.ya;
-
     var trace = cd[0].trace;
     var hoveron = trace.hoveron;
-    var marker = trace.marker || {};
-
-    // output hover points components
     var closeBoxData = [];
     var closePtData;
-    // x/y/effective distance functions
-    var dx, dy, distfn;
-    // orientation-specific fields
-    var posLetter, valLetter, posAxis, valAxis;
-    // calcdata item
-    var di;
-    // loop indices
-    var i, j;
 
     if(hoveron.indexOf('boxes') !== -1) {
-        var t = cd[0].t;
-
-        // closest mode: handicap box plots a little relative to others
-        // adjust inbox w.r.t. to calculate box size
-        var boxDelta = (hovermode === 'closest') ? 2.5 * t.bdPos : t.bdPos;
-
-        if(trace.orientation === 'h') {
-            dx = function(di) {
-                return Fx.inbox(di.min - xval, di.max - xval);
-            };
-            dy = function(di) {
-                var pos = di.pos + t.bPos - yval;
-                return Fx.inbox(pos - boxDelta, pos + boxDelta);
-            };
-            posLetter = 'y';
-            posAxis = ya;
-            valLetter = 'x';
-            valAxis = xa;
-        } else {
-            dx = function(di) {
-                var pos = di.pos + t.bPos - xval;
-                return Fx.inbox(pos - boxDelta, pos + boxDelta);
-            };
-            dy = function(di) {
-                return Fx.inbox(di.min - yval, di.max - yval);
-            };
-            posLetter = 'x';
-            posAxis = xa;
-            valLetter = 'y';
-            valAxis = ya;
-        }
-
-        distfn = Fx.getDistanceFunction(hovermode, dx, dy);
-        Fx.getClosest(cd, distfn, pointData);
+        closeBoxData = closeBoxData.concat(hoverOnBoxes(pointData, xval, yval, hovermode));
+    }
 
-        // skip the rest (for this trace) if we didn't find a close point
-        // and create the item(s) in closedata for this point
-        if(pointData.index !== false) {
-            di = cd[pointData.index];
+    if(hoveron.indexOf('points') !== -1) {
+        closePtData = hoverOnPoints(pointData, xval, yval);
+    }
 
-            var lc = trace.line.color;
-            var mc = marker.color;
+    // If there's a point in range and hoveron has points, show the best single point only.
+    // If hoveron has boxes and there's no point in range (or hoveron doesn't have points), show the box stats.
+    if(hovermode === 'closest') {
+        if(closePtData) return [closePtData];
+        return closeBoxData;
+    }
 
-            if(Color.opacity(lc) && trace.line.width) pointData.color = lc;
-            else if(Color.opacity(mc) && trace.boxpoints) pointData.color = mc;
-            else pointData.color = trace.fillcolor;
+    // Otherwise in compare mode, allow a point AND the box stats to be labeled
+    // If there are multiple boxes in range (ie boxmode = 'overlay') we'll see stats for all of them.
+    if(closePtData) {
+        closeBoxData.push(closePtData);
+        return closeBoxData;
+    }
+    return closeBoxData;
+}
 
-            pointData[posLetter + '0'] = posAxis.c2p(di.pos + t.bPos - t.bdPos, true);
-            pointData[posLetter + '1'] = posAxis.c2p(di.pos + t.bPos + t.bdPos, true);
+function hoverOnBoxes(pointData, xval, yval, hovermode) {
+    var cd = pointData.cd;
+    var xa = pointData.xa;
+    var ya = pointData.ya;
+    var trace = cd[0].trace;
+    var t = cd[0].t;
+    var closeBoxData = [];
 
-            Axes.tickText(posAxis, posAxis.c2l(di.pos), 'hover').text;
-            pointData[posLetter + 'LabelVal'] = di.pos;
+    var pLetter, vLetter, pAxis, vAxis, vVal, pVal, dx, dy;
+
+    // closest mode: handicap box plots a little relative to others
+    // adjust inbox w.r.t. to calculate box size
+    var boxDelta = (hovermode === 'closest') ? 2.5 * t.bdPos : t.bdPos;
+    var shiftPos = function(di) { return di.pos + t.bPos - pVal; };
+
+    var dPos = function(di) {
+        var pos = shiftPos(di);
+        return Fx.inbox(pos - boxDelta, pos + boxDelta);
+    };
+
+    var dVal = function(di) {
+        return Fx.inbox(di.min - vVal, di.max - vVal);
+    };
+
+    if(trace.orientation === 'h') {
+        vVal = xval;
+        pVal = yval;
+        dx = dVal;
+        dy = dPos;
+        pLetter = 'y';
+        pAxis = ya;
+        vLetter = 'x';
+        vAxis = xa;
+    } else {
+        vVal = yval;
+        pVal = xval;
+        dx = dPos;
+        dy = dVal;
+        pLetter = 'x';
+        pAxis = xa;
+        vLetter = 'y';
+        vAxis = ya;
+    }
 
-            // box plots: each "point" gets many labels
-            var usedVals = {};
-            var attrs = ['med', 'min', 'q1', 'q3', 'max'];
-            var prefixes = ['median', 'min', 'q1', 'q3', 'max'];
+    var distfn = Fx.getDistanceFunction(hovermode, dx, dy);
+    Fx.getClosest(cd, distfn, pointData);
 
-            if(trace.boxmean) {
-                attrs.push('mean');
-                prefixes.push(trace.boxmean === 'sd' ? 'mean ± σ' : 'mean');
-            }
-            if(trace.boxpoints) {
-                attrs.push('lf', 'uf');
-                prefixes.push('lower fence', 'upper fence');
-            }
+    // skip the rest (for this trace) if we didn't find a close point
+    // and create the item(s) in closedata for this point
+    if(pointData.index === false) return [];
 
-            for(i = 0; i < attrs.length; i++) {
-                var attr = attrs[i];
+    var di = cd[pointData.index];
+    var lc = trace.line.color;
+    var mc = (trace.marker || {}).color;
 
-                if(!(attr in di) || (di[attr] in usedVals)) continue;
-                usedVals[di[attr]] = true;
+    if(Color.opacity(lc) && trace.line.width) pointData.color = lc;
+    else if(Color.opacity(mc) && trace.boxpoints) pointData.color = mc;
+    else pointData.color = trace.fillcolor;
 
-                // copy out to a new object for each value to label
-                var val = di[attr];
-                var valPx = valAxis.c2p(val, true);
-                var pointData2 = Lib.extendFlat({}, pointData);
+    pointData[pLetter + '0'] = pAxis.c2p(di.pos + t.bPos - t.bdPos, true);
+    pointData[pLetter + '1'] = pAxis.c2p(di.pos + t.bPos + t.bdPos, true);
 
-                pointData2[valLetter + '0'] = pointData2[valLetter + '1'] = valPx;
-                pointData2[valLetter + 'LabelVal'] = val;
-                pointData2[valLetter + 'Label'] = prefixes[i] + ': ' + Axes.hoverLabelText(valAxis, val);
+    Axes.tickText(pAxis, pAxis.c2l(di.pos), 'hover').text;
+    pointData[pLetter + 'LabelVal'] = di.pos;
 
-                if(attr === 'mean' && ('sd' in di) && trace.boxmean === 'sd') {
-                    pointData2[valLetter + 'err'] = di.sd;
-                }
-                // only keep name on the first item (median)
-                pointData.name = '';
+    // box plots: each "point" gets many labels
+    var usedVals = {};
+    var attrs = ['med', 'min', 'q1', 'q3', 'max'];
+    var prefixes = ['median', 'min', 'q1', 'q3', 'max'];
 
-                closeBoxData.push(pointData2);
-            }
-        }
+    if(trace.boxmean) {
+        attrs.push('mean');
+        prefixes.push(trace.boxmean === 'sd' ? 'mean ± σ' : 'mean');
+    }
+    if(trace.boxpoints) {
+        attrs.push('lf', 'uf');
+        prefixes.push('lower fence', 'upper fence');
     }
 
-    if(hoveron.indexOf('points') !== -1) {
-        var xPx = xa.c2p(xval);
-        var yPx = ya.c2p(yval);
-
-        dx = function(di) {
-            var rad = Math.max(3, di.mrc || 0);
-            return Math.max(Math.abs(xa.c2p(di.x) - xPx) - rad, 1 - 3 / rad);
-        };
-        dy = function(di) {
-            var rad = Math.max(3, di.mrc || 0);
-            return Math.max(Math.abs(ya.c2p(di.y) - yPx) - rad, 1 - 3 / rad);
-        };
-        distfn = Fx.quadrature(dx, dy);
-
-        // show one point per trace
-        var ijClosest = false;
-        var pt;
-
-        for(i = 0; i < cd.length; i++) {
-            di = cd[i];
-
-            for(j = 0; j < (di.pts || []).length; j++) {
-                pt = di.pts[j];
-
-                var newDistance = distfn(pt);
-                if(newDistance <= pointData.distance) {
-                    pointData.distance = newDistance;
-                    ijClosest = [i, j];
-                }
-            }
-        }
+    for(var i = 0; i < attrs.length; i++) {
+        var attr = attrs[i];
+
+        if(!(attr in di) || (di[attr] in usedVals)) continue;
+        usedVals[di[attr]] = true;
+
+        // copy out to a new object for each value to label
+        var val = di[attr];
+        var valPx = vAxis.c2p(val, true);
+        var pointData2 = Lib.extendFlat({}, pointData);
+
+        pointData2[vLetter + '0'] = pointData2[vLetter + '1'] = valPx;
+        pointData2[vLetter + 'LabelVal'] = val;
+        pointData2[vLetter + 'Label'] = prefixes[i] + ': ' + Axes.hoverLabelText(vAxis, val);
 
-        if(ijClosest) {
-            di = cd[ijClosest[0]];
-            pt = di.pts[ijClosest[1]];
-
-            var xc = xa.c2p(pt.x, true);
-            var yc = ya.c2p(pt.y, true);
-            var rad = pt.mrc || 1;
-
-            closePtData = Lib.extendFlat({}, pointData, {
-                // corresponds to index in x/y input data array
-                index: pt.i,
-                color: marker.color,
-                name: trace.name,
-                x0: xc - rad,
-                x1: xc + rad,
-                xLabelVal: pt.x,
-                y0: yc - rad,
-                y1: yc + rad,
-                yLabelVal: pt.y
-            });
-            fillHoverText(pt, trace, closePtData);
+        if(attr === 'mean' && ('sd' in di) && trace.boxmean === 'sd') {
+            pointData2[vLetter + 'err'] = di.sd;
         }
-    }
+        // only keep name on the first item (median)
+        pointData.name = '';
 
-    // In closest mode, show only one point or stats for one box, and points have priority
-    // If there's a point in range and hoveron has points, show the best single point only.
-    // If hoveron has boxes and there's no point in range (or hoveron doesn't have points), show the box stats.
-    if(hovermode === 'closest') {
-        if(closePtData) return [closePtData];
-        return closeBoxData;
+        closeBoxData.push(pointData2);
     }
 
-    // Otherwise in compare mode, allow a point AND the box stats to be labeled
-    // If there are multiple boxes in range (ie boxmode = 'overlay') we'll see stats for all of them.
-    if(closePtData) {
-        closeBoxData.push(closePtData);
-        return closeBoxData;
-    }
     return closeBoxData;
+}
+
+function hoverOnPoints(pointData, xval, yval) {
+    var cd = pointData.cd;
+    var xa = pointData.xa;
+    var ya = pointData.ya;
+    var trace = cd[0].trace;
+    var xPx = xa.c2p(xval);
+    var yPx = ya.c2p(yval);
+    var closePtData;
+
+    var dx = function(di) {
+        var rad = Math.max(3, di.mrc || 0);
+        return Math.max(Math.abs(xa.c2p(di.x) - xPx) - rad, 1 - 3 / rad);
+    };
+    var dy = function(di) {
+        var rad = Math.max(3, di.mrc || 0);
+        return Math.max(Math.abs(ya.c2p(di.y) - yPx) - rad, 1 - 3 / rad);
+    };
+    var distfn = Fx.quadrature(dx, dy);
+
+    // show one point per trace
+    var ijClosest = false;
+    var di, pt;
+
+    for(var i = 0; i < cd.length; i++) {
+        di = cd[i];
+
+        for(var j = 0; j < (di.pts || []).length; j++) {
+            pt = di.pts[j];
+
+            var newDistance = distfn(pt);
+            if(newDistance <= pointData.distance) {
+                pointData.distance = newDistance;
+                ijClosest = [i, j];
+            }
+        }
+    }
+
+    if(!ijClosest) return false;
+
+    di = cd[ijClosest[0]];
+    pt = di.pts[ijClosest[1]];
+
+    var xc = xa.c2p(pt.x, true);
+    var yc = ya.c2p(pt.y, true);
+    var rad = pt.mrc || 1;
+
+    closePtData = Lib.extendFlat({}, pointData, {
+        // corresponds to index in x/y input data array
+        index: pt.i,
+        color: (trace.marker || {}).color,
+        name: trace.name,
+        x0: xc - rad,
+        x1: xc + rad,
+        xLabelVal: pt.x,
+        y0: yc - rad,
+        y1: yc + rad,
+        yLabelVal: pt.y
+    });
+    fillHoverText(pt, trace, closePtData);
+
+    return closePtData;
+}
+
+module.exports = {
+    hoverPoints: hoverPoints,
+    hoverOnBoxes: hoverOnBoxes,
+    hoverOnPoints: hoverOnPoints
 };
diff --git a/src/traces/box/index.js b/src/traces/box/index.js
index a36dabe1301..6a8a3411a83 100644
--- a/src/traces/box/index.js
+++ b/src/traces/box/index.js
@@ -18,7 +18,7 @@ Box.calc = require('./calc');
 Box.setPositions = require('./set_positions');
 Box.plot = require('./plot').plot;
 Box.style = require('./style');
-Box.hoverPoints = require('./hover');
+Box.hoverPoints = require('./hover').hoverPoints;
 Box.selectPoints = require('./select');
 
 Box.moduleType = 'trace';

From 7769f203a5b7697f682b6c5df19bc65677b72827 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Mon, 30 Oct 2017 23:10:01 -0400
Subject: [PATCH 09/25] implement violinmode, violingroup and violingroupgap

- totally indenpendent from their box* counterpart
---
 src/traces/box/calc.js                 |  10 +-
 src/traces/box/index.js                |   2 +-
 src/traces/box/layout_defaults.js      |  17 ++--
 src/traces/box/set_positions.js        | 133 +++++++++++++------------
 src/traces/violin/index.js             |   2 +-
 src/traces/violin/layout_attributes.js |   1 -
 src/traces/violin/plot.js              |   2 +-
 src/traces/violin/set_positions.js     |  48 +++++++++
 8 files changed, 135 insertions(+), 80 deletions(-)
 create mode 100644 src/traces/violin/set_positions.js

diff --git a/src/traces/box/calc.js b/src/traces/box/calc.js
index 989c7a3f9b8..2f79e0c368c 100644
--- a/src/traces/box/calc.js
+++ b/src/traces/box/calc.js
@@ -18,16 +18,16 @@ module.exports = function calc(gd, trace) {
     var fullLayout = gd._fullLayout;
     var xa = Axes.getFromId(gd, trace.xaxis || 'x');
     var ya = Axes.getFromId(gd, trace.yaxis || 'y');
-    var orientation = trace.orientation;
     var cd = [];
 
-    var numKey = '_numBoxes';
+    // N.B. violin reuses same Box.calc
+    var numKey = trace.type === 'violin' ? '_numViolins' : '_numBoxes';
 
     var i;
     var valAxis, valLetter;
     var posAxis, posLetter;
 
-    if(orientation === 'h') {
+    if(trace.orientation === 'h') {
         valAxis = xa;
         valLetter = 'x';
         posAxis = ya;
@@ -119,7 +119,9 @@ module.exports = function calc(gd, trace) {
     if(cd.length > 0) {
         cd[0].t = {
             num: fullLayout[numKey],
-            dPos: dPos
+            dPos: dPos,
+            posLetter: posLetter,
+            valLetter: valLetter
         };
 
         fullLayout[numKey]++;
diff --git a/src/traces/box/index.js b/src/traces/box/index.js
index 6a8a3411a83..3d094a2034b 100644
--- a/src/traces/box/index.js
+++ b/src/traces/box/index.js
@@ -15,7 +15,7 @@ Box.layoutAttributes = require('./layout_attributes');
 Box.supplyDefaults = require('./defaults').supplyDefaults;
 Box.supplyLayoutDefaults = require('./layout_defaults').supplyLayoutDefaults;
 Box.calc = require('./calc');
-Box.setPositions = require('./set_positions');
+Box.setPositions = require('./set_positions').setPositions;
 Box.plot = require('./plot').plot;
 Box.style = require('./style');
 Box.hoverPoints = require('./hover').hoverPoints;
diff --git a/src/traces/box/layout_defaults.js b/src/traces/box/layout_defaults.js
index f9daa6870ef..4cd9c2b62e3 100644
--- a/src/traces/box/layout_defaults.js
+++ b/src/traces/box/layout_defaults.js
@@ -8,23 +8,22 @@
 
 'use strict';
 
-var Registry = require('../../registry');
 var Lib = require('../../lib');
 var layoutAttributes = require('./layout_attributes');
 
-function _supply(layoutIn, layoutOut, fullData, coerce, prefix) {
-    var hasBoxes;
+function _supply(layoutIn, layoutOut, fullData, coerce, traceType) {
+    var hasTraceType;
     for(var i = 0; i < fullData.length; i++) {
-        if(Registry.traceIs(fullData[i], 'box')) {
-            hasBoxes = true;
+        if(fullData[i].type === traceType) {
+            hasTraceType = true;
             break;
         }
     }
-    if(!hasBoxes) return;
+    if(!hasTraceType) return;
 
-    coerce(prefix + 'mode');
-    coerce(prefix + 'gap');
-    coerce(prefix + 'groupgap');
+    coerce(traceType + 'mode');
+    coerce(traceType + 'gap');
+    coerce(traceType + 'groupgap');
 }
 
 function supplyLayoutDefaults(layoutIn, layoutOut, fullData) {
diff --git a/src/traces/box/set_positions.js b/src/traces/box/set_positions.js
index a81e7a525da..f0a6221b638 100644
--- a/src/traces/box/set_positions.js
+++ b/src/traces/box/set_positions.js
@@ -8,48 +8,37 @@
 
 'use strict';
 
-var Registry = require('../../registry');
 var Axes = require('../../plots/cartesian/axes');
 var Lib = require('../../lib');
 
-module.exports = function setPositions(gd, plotinfo) {
-    var fullLayout = gd._fullLayout;
+var orientations = ['v', 'h'];
+
+function setPositions(gd, plotinfo) {
+    var calcdata = gd.calcdata;
     var xa = plotinfo.xaxis;
     var ya = plotinfo.yaxis;
-    var orientations = ['v', 'h'];
-
-    // TODO figure this out
-    // should violins and boxes share 'num' fields?
-    var numKey = '_numBoxes';
-
-    var posAxis, i, j, k;
 
-    for(i = 0; i < orientations.length; ++i) {
-        var orientation = orientations[i],
-            boxlist = [],
-            boxpointlist = [],
-            minPad = 0,
-            maxPad = 0,
-            cd,
-            t,
-            trace;
-
-        // set axis via orientation
-        if(orientation === 'h') posAxis = ya;
-        else posAxis = xa;
+    for(var i = 0; i < orientations.length; i++) {
+        var orientation = orientations[i];
+        var posAxis = orientation === 'h' ? ya : xa;
+        var boxList = [];
+        var minPad = 0;
+        var maxPad = 0;
 
         // make list of boxes
-        for(j = 0; j < gd.calcdata.length; ++j) {
-            cd = gd.calcdata[j];
-            t = cd[0].t;
-            trace = cd[0].trace;
+        for(var j = 0; j < calcdata.length; j++) {
+            var cd = calcdata[j];
+            var t = cd[0].t;
+            var trace = cd[0].trace;
 
             if(trace.visible === true && trace.type === 'box' &&
                     !t.empty &&
                     trace.orientation === orientation &&
                     trace.xaxis === xa._id &&
-                    trace.yaxis === ya._id) {
-                boxlist.push(j);
+                    trace.yaxis === ya._id
+              ) {
+                boxList.push(j);
+
                 if(trace.boxpoints !== false) {
                     minPad = Math.max(minPad, trace.jitter - trace.pointpos - 1);
                     maxPad = Math.max(maxPad, trace.jitter + trace.pointpos - 1);
@@ -57,46 +46,64 @@ module.exports = function setPositions(gd, plotinfo) {
             }
         }
 
-        // make list of box points
-        for(j = 0; j < boxlist.length; j++) {
-            cd = gd.calcdata[boxlist[j]];
-            for(k = 0; k < cd.length; k++) boxpointlist.push(cd[k].pos);
-        }
-        if(!boxpointlist.length) continue;
+        setPositionOffset('box', gd, boxList, posAxis, [minPad, maxPad]);
+    }
+}
 
-        // box plots - update dPos based on multiple traces
-        // and then use for posAxis autorange
+function setPositionOffset(traceType, gd, boxList, posAxis, pad) {
+    var calcdata = gd.calcdata;
+    var fullLayout = gd._fullLayout;
+    var pointList = [];
+
+    // N.B. reused in violin
+    var numKey = traceType === 'violin' ? '_numViolins' : '_numBoxes';
 
-        var boxdv = Lib.distinctVals(boxpointlist);
-        var dPos = boxdv.minDiff / 2;
+    var i, j, calcTrace;
 
-        // if there's no duplication of x points,
-        // disable 'group' mode by setting counter to 1
-        if(boxpointlist.length === boxdv.vals.length) {
-            fullLayout[numKey] = 1;
+    // make list of box points
+    for(i = 0; i < boxList.length; i++) {
+        calcTrace = calcdata[boxList[i]];
+        for(j = 0; j < calcTrace.length; j++) {
+            pointList.push(calcTrace[j].pos);
         }
+    }
 
-        // check for forced minimum dtick
-        Axes.minDtick(posAxis, boxdv.minDiff, boxdv.vals[0], true);
+    if(!pointList.length) return;
 
-        // set the width of all boxes
-        for(i = 0; i < boxlist.length; i++) {
-            var boxListIndex = boxlist[i];
-            gd.calcdata[boxListIndex][0].t.dPos = dPos;
-        }
+    // box plots - update dPos based on multiple traces
+    // and then use for posAxis autorange
+    var boxdv = Lib.distinctVals(pointList);
+    var dPos = boxdv.minDiff / 2;
 
-        // TODO this won't work when both boxes and violins are present
-        // on same graph
-        var gap = fullLayout.boxgap || fullLayout.violingap;
-        var groupgap = fullLayout.boxgroupgap || fullLayout.violingroupgap;
-
-        // autoscale the x axis - including space for points if they're off the side
-        // TODO: this will overdo it if the outermost boxes don't have
-        // their points as far out as the other boxes
-        var padfactor = (1 - gap) * (1 - groupgap) * dPos / fullLayout[numKey];
-        Axes.expand(posAxis, boxdv.vals, {
-            vpadminus: dPos + minPad * padfactor,
-            vpadplus: dPos + maxPad * padfactor
-        });
+    // if there's no duplication of x points,
+    // disable 'group' mode by setting counter to 1
+    if(pointList.length === boxdv.vals.length) {
+        fullLayout[numKey] = 1;
     }
+
+    // check for forced minimum dtick
+    Axes.minDtick(posAxis, boxdv.minDiff, boxdv.vals[0], true);
+
+    // set the width of all boxes
+    for(i = 0; i < boxList.length; i++) {
+        calcTrace = calcdata[boxList[i]];
+        calcTrace[0].t.dPos = dPos;
+    }
+
+    var gap = fullLayout[traceType + 'gap'];
+    var groupgap = fullLayout[traceType + 'groupgap'];
+    var padfactor = (1 - gap) * (1 - groupgap) * dPos / fullLayout[numKey];
+
+    // autoscale the x axis - including space for points if they're off the side
+    // TODO: this will overdo it if the outermost boxes don't have
+    // their points as far out as the other boxes
+    Axes.expand(posAxis, boxdv.vals, {
+        vpadminus: dPos + pad[0] * padfactor,
+        vpadplus: dPos + pad[1] * padfactor
+    });
+}
+
+module.exports = {
+    setPositions: setPositions,
+    setPositionOffset: setPositionOffset
 };
diff --git a/src/traces/violin/index.js b/src/traces/violin/index.js
index e21b4e81d05..153f90c5a89 100644
--- a/src/traces/violin/index.js
+++ b/src/traces/violin/index.js
@@ -14,7 +14,7 @@ module.exports = {
     supplyDefaults: require('./defaults'),
     supplyLayoutDefaults: require('./layout_defaults'),
     calc: require('./calc'),
-    setPositions: require('../box/set_positions'),
+    setPositions: require('./set_positions'),
     plot: require('./plot'),
     style: require('./style'),
     hoverPoints: require('../box/hover'),
diff --git a/src/traces/violin/layout_attributes.js b/src/traces/violin/layout_attributes.js
index 90adb472163..09c06616641 100644
--- a/src/traces/violin/layout_attributes.js
+++ b/src/traces/violin/layout_attributes.js
@@ -11,7 +11,6 @@
 var boxLayoutAttrs = require('../box/layout_attributes');
 
 // TODO update descriptions
-// ... or maybe just reuse box* attributes?
 module.exports = {
     violinmode: boxLayoutAttrs.boxmode,
     violingap: boxLayoutAttrs.boxgap,
diff --git a/src/traces/violin/plot.js b/src/traces/violin/plot.js
index dd31720eed3..9598ea4a4f2 100644
--- a/src/traces/violin/plot.js
+++ b/src/traces/violin/plot.js
@@ -30,7 +30,7 @@ module.exports = function plot(gd, plotinfo, cd) {
         var t = cd0.t;
         var trace = cd0.trace;
         var sel = cd0.node3 = d3.select(this);
-        var numViolins = fullLayout._numBoxes;
+        var numViolins = fullLayout._numViolins;
         var group = (fullLayout.violinmode === 'group' && numViolins > 1);
         // violin max half width
         var bdPos = t.bdPos = t.dPos * (1 - fullLayout.violingap) * (1 - fullLayout.violingroupgap) / (group ? numViolins : 1);
diff --git a/src/traces/violin/set_positions.js b/src/traces/violin/set_positions.js
new file mode 100644
index 00000000000..b18376d485a
--- /dev/null
+++ b/src/traces/violin/set_positions.js
@@ -0,0 +1,48 @@
+/**
+* Copyright 2012-2017, Plotly, Inc.
+* All rights reserved.
+*
+* This source code is licensed under the MIT license found in the
+* LICENSE file in the root directory of this source tree.
+*/
+
+'use strict';
+
+var setPositionOffset = require('../box/set_positions').setPositionOffset;
+var orientations = ['v', 'h'];
+
+module.exports = function setPositions(gd, plotinfo) {
+    var calcdata = gd.calcdata;
+    var xa = plotinfo.xaxis;
+    var ya = plotinfo.yaxis;
+
+    for(var i = 0; i < orientations.length; i++) {
+        var orientation = orientations[i];
+        var posAxis = orientation === 'h' ? ya : xa;
+        var violinList = [];
+        var minPad = 0;
+        var maxPad = 0;
+
+        for(var j = 0; j < calcdata.length; j++) {
+            var cd = calcdata[j];
+            var t = cd[0].t;
+            var trace = cd[0].trace;
+
+            if(trace.visible === true && trace.type === 'violin' &&
+                    !t.empty &&
+                    trace.orientation === orientation &&
+                    trace.xaxis === xa._id &&
+                    trace.yaxis === ya._id
+              ) {
+                violinList.push(j);
+
+                if(trace.points !== false) {
+                    minPad = Math.max(minPad, trace.jitter - trace.pointpos - 1);
+                    maxPad = Math.max(maxPad, trace.jitter + trace.pointpos - 1);
+                }
+            }
+        }
+
+        setPositionOffset('violin', gd, violinList, posAxis, [minPad, maxPad]);
+    }
+};

From ad51966b2c72b59633415f711349b6836a9cf3e8 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Mon, 30 Oct 2017 23:18:11 -0400
Subject: [PATCH 10/25] 2nd cut violin calc/plot attributes + improve violin
 curve paths

- add 'kernel' enumerated
- implement 'scalegroup & 'scalemode' (instead of 'scaleby')
- implement 'spanmode' & 'span'
- make 'side' an enumerated w/ vals 'both', 'negative' and 'positive'
  to be general enough for horizontal and vertical violin
- :hocho: 'line.smoothing'
---
 src/plots/plots.js              |  3 +
 src/traces/violin/attributes.js | 90 +++++++++++++++++++-----------
 src/traces/violin/calc.js       | 90 +++++++++++++++++++++---------
 src/traces/violin/defaults.js   | 14 +++--
 src/traces/violin/helpers.js    | 38 +++++++++++++
 src/traces/violin/plot.js       | 99 ++++++++++++++++++++++++---------
 6 files changed, 245 insertions(+), 89 deletions(-)
 create mode 100644 src/traces/violin/helpers.js

diff --git a/src/plots/plots.js b/src/plots/plots.js
index 6422242fdc9..7e0973196f6 100644
--- a/src/plots/plots.js
+++ b/src/plots/plots.js
@@ -2162,6 +2162,9 @@ plots.doCalcdata = function(gd, traces) {
     fullLayout._numBoxes = 0;
     fullLayout._numViolins = 0;
 
+    // initialize violin per-scale-group stats container
+    fullLayout._violinScaleGroupStats = {};
+
     // for calculating avg luminosity of heatmaps
     gd._hmpixcount = 0;
     gd._hmlumcount = 0;
diff --git a/src/traces/violin/attributes.js b/src/traces/violin/attributes.js
index 91b10e06a7a..016ef722356 100644
--- a/src/traces/violin/attributes.js
+++ b/src/traces/violin/attributes.js
@@ -9,7 +9,6 @@
 'use strict';
 
 var boxAttrs = require('../box/attributes');
-var scatterAttrs = require('../scatter/attributes');
 var extendFlat = require('../../lib/extend').extendFlat;
 
 module.exports = {
@@ -26,62 +25,79 @@ module.exports = {
         ].join(' ')
     }),
 
+    kernel: {
+        valType: 'enumerated',
+        values: ['gaussian', 'epanechnikov'],
+        dflt: 'gaussian',
+        role: 'info',
+        editType: 'calc',
+        description: [
+            'Determines which kernel is used to compute the kernel density estimation.'
+        ].join(' ')
+    },
     bandwidth: {
         valType: 'number',
         min: 0,
         role: 'info',
-        editType: 'plot',
+        editType: 'calc',
         description: [
             'Sets the bandwidth used to compute the kernel density estimate.',
             'By default, the bandwidth is determined by Silverman\'s rule of thumb.'
         ].join(' ')
     },
-    scaleby: {
+
+    scalegroup: {
+        valType: 'string',
+        role: 'info',
+        dflt: '',
+        editType: 'calc',
+        description: [
+            'If there are multiple violins that should be sized according to',
+            'to some metric (see `scalemode`), link them by providing a non-empty group id here',
+            'shared by every trace in the same group.'
+        ].join(' ')
+    },
+    scalemode: {
         valType: 'enumerated',
-        values: ['width', 'area', 'count'],
+        values: ['width', 'count'],
         dflt: 'width',
         role: 'info',
         editType: 'calc',
         description: [
-            'Sets the method by which the width of each violin is determined.',
+            'Sets the metric by which the width of each violin is determined.',
             '*width* means each violin has the same (max) width',
-            '*area* means each violin has the same area',
             '*count* means the violins are scaled by the number of sample points making',
             'up each violin.'
         ].join('')
     },
+
+    spanmode: {
+        valType: 'enumerated',
+        values: ['soft', 'hard', 'manual'],
+        dflt: 'soft',
+        role: 'info',
+        editType: 'calc',
+        description: [
+            'Sets the method by which the span in data space where the density function will be computed.',
+            '*soft* means the span goes from the sample\'s minimum value minus two bandwidths',
+            'to the sample\'s maximum value plus two bandwidths.',
+            '*hard* means the span goes from the sample\'s minimum to its maximum value.',
+            'For custom span settings, use mode *manual* and fill in the `span` attribute.'
+        ].join(' ')
+    },
     span: {
         valType: 'info_array',
         items: [
-            {valType: 'any', editType: 'plot'},
-            {valType: 'any', editType: 'plot'}
+            {valType: 'any', editType: 'calc'},
+            {valType: 'any', editType: 'calc'}
         ],
         role: 'info',
-        editType: 'plot',
+        editType: 'calc',
         description: [
             'Sets the span in data space for which the density function will be computed.',
-            'By default, the span goes from the minimum value to maximum value in the sample.'
+            'Has an effect only when `spanmode` is set to *manual*.'
         ].join(' ')
     },
-    side: {
-        valType: 'enumerated',
-        values: ['both', 'left', 'right'],
-        dflt: 'both',
-        role: 'info',
-        editType: 'plot',
-        description: [
-            'Determines which side of the position line the density function making up',
-            'one half of a is plotting.',
-            'Useful when comparing two violin traces under *overlay* mode, where one trace.'
-        ].join(' ')
-    },
-
-    // TODO update description
-    points: boxAttrs.boxpoints,
-    jitter: boxAttrs.jitter,
-    pointpos: boxAttrs.pointpos,
-    marker: boxAttrs.marker,
-    text: boxAttrs.text,
 
     // TODO need attribute(s) similar to 'boxmean' to toggle lines for:
     // - mean
@@ -104,10 +120,22 @@ module.exports = {
             editType: 'style',
             description: 'Sets the width (in px) of line bounding the violin(s).'
         },
-        smoothing: scatterAttrs.line.smoothing,
         editType: 'plot'
     },
-
     fillcolor: boxAttrs.fillcolor,
     hoveron: boxAttrs.hoveron
+
+    side: {
+        valType: 'enumerated',
+        values: ['both', 'positive', 'negative'],
+        dflt: 'both',
+        role: 'info',
+        editType: 'plot',
+        description: [
+            'Determines on which side of the position value the density function making up',
+            'one half of a violin is plotted.',
+            'Useful when comparing two violin traces under *overlay* mode, where one trace',
+            'has `side` set to *positive* and the other to *negative*.'
+        ].join(' ')
+    },
 };
diff --git a/src/traces/violin/calc.js b/src/traces/violin/calc.js
index ac7af521079..e4b0332824e 100644
--- a/src/traces/violin/calc.js
+++ b/src/traces/violin/calc.js
@@ -9,48 +9,72 @@
 'use strict';
 
 var Lib = require('../../lib');
+var Axes = require('../../plots/cartesian/axes');
 var boxCalc = require('../box/calc');
-
-var kernels = {
-    gaussian: function(v) {
-        return (1 / Math.sqrt(2 * Math.PI)) * Math.exp(-0.5 * v * v);
-    }
-};
+var helpers = require('./helpers');
+var BADNUM = require('../../constants/numerical').BADNUM;
 
 module.exports = function calc(gd, trace) {
     var cd = boxCalc(gd, trace);
 
     if(cd[0].t.empty) return cd;
 
+    var fullLayout = gd._fullLayout;
+    var valAxis = Axes.getFromId(
+        gd,
+        trace[trace.orientation === 'h' ? 'xaxis' : 'yaxis']
+    );
+
+    var violinScaleGroupStats = fullLayout._violinScaleGroupStats;
+    var scaleGroup = trace.scalegroup;
+    var groupStats = violinScaleGroupStats[scaleGroup];
+    if(!groupStats) {
+        groupStats = violinScaleGroupStats[scaleGroup] = {
+            maxWidth: 0,
+            maxCount: 0
+        };
+    }
+
     for(var i = 0; i < cd.length; i++) {
         var cdi = cd[i];
-        var vals = cdi.pts.map(extractVal);
+        var vals = cdi.pts.map(helpers.extractVal);
         var len = vals.length;
-        var span = trace.span || [cdi.min, cdi.max];
-        var dist = span[1] - span[0];
+
         // sample standard deviation
         var ssd = Lib.stdev(vals, len - 1, cdi.mean);
         var bandwidthDflt = ruleOfThumbBandwidth(vals, ssd, cdi.q3 - cdi.q1);
-        var bandwidth = trace.bandwidth || bandwidthDflt;
-        var kde = makeKDE(vals, kernels.gaussian, bandwidth);
+        var bandwidth = cdi.bandwidth = trace.bandwidth || bandwidthDflt;
+        var span = cdi.span = calcSpan(trace, cdi, valAxis, bandwidth);
+
         // step that well covers the bandwidth and is multiple of span distance
+        var dist = span[1] - span[0];
         var n = Math.ceil(dist / (Math.min(bandwidthDflt, bandwidth) / 3));
         var step = dist / n;
 
+        if(!isFinite(step) || !isFinite(n)) {
+            Lib.error('Something went wrong with computing the violin span');
+            cd[0].t.empty = true;
+            return cd;
+        }
+
+        var kde = helpers.makeKDE(cdi, trace, vals);
         cdi.density = new Array(n);
-        cdi.violinMaxWidth = 0;
 
         for(var k = 0, t = span[0]; t < (span[1] + step / 2); k++, t += step) {
             var v = kde(t);
-            cdi.violinMaxWidth = Math.max(cdi.violinMaxWidth, v);
+            groupStats.maxWidth = Math.max(groupStats.maxWidth, v);
             cdi.density[k] = {v: v, t: t};
         }
+
+        Axes.expand(valAxis, span, {padded: true});
+        groupStats.maxCount = Math.max(groupStats.maxCount, vals.length);
     }
 
     return cd;
 };
 
 // Default to Silveman's rule of thumb:
+// - https://stats.stackexchange.com/a/6671
 // - https://en.wikipedia.org/wiki/Kernel_density_estimation#A_rule-of-thumb_bandwidth_estimator
 // - https://github.com/statsmodels/statsmodels/blob/master/statsmodels/nonparametric/bandwidths.py
 function ruleOfThumbBandwidth(vals, ssd, iqr) {
@@ -58,18 +82,34 @@ function ruleOfThumbBandwidth(vals, ssd, iqr) {
     return 1.059 * a * Math.pow(vals.length, -0.2);
 }
 
-function makeKDE(vals, kernel, bandwidth) {
-    var len = vals.length;
-    var factor = 1 / (len * bandwidth);
+function calcSpan(trace, cdi, valAxis, bandwidth) {
+    var spanmode = trace.spanmode;
+    var spanIn = trace.span || [];
+    var spanTight = [cdi.min, cdi.max];
+    var spanLoose = [cdi.min - 2 * bandwidth, cdi.max + 2 * bandwidth];
+    var spanOut;
 
-    // don't use Lib.aggNums to skip isNumeric checks
-    return function(x) {
-        var sum = 0;
-        for(var i = 0; i < len; i++) {
-            sum += kernel((x - vals[i]) / bandwidth);
-        }
-        return factor * sum;
+    function calcSpanItem(index) {
+        var s = spanIn[index];
+        var sc = valAxis.d2c(s, 0, trace[cdi.valLetter + 'calendar']);
+        return sc === BADNUM ? spanLoose[index] : sc;
+    }
+
+    if(spanmode === 'soft') {
+        spanOut = spanLoose;
+    } else if(spanmode === 'hard') {
+        spanOut = spanTight;
+    } else {
+        spanOut = [calcSpanItem(0), calcSpanItem(1)];
+    }
+
+    // to reuse the equal-range-item block
+    var dummyAx = {
+        type: 'linear',
+        range: spanOut
     };
-}
+    Axes.setConvert(dummyAx);
+    dummyAx.cleanRange();
 
-function extractVal(o) { return o.v; }
+    return spanOut;
+}
diff --git a/src/traces/violin/defaults.js b/src/traces/violin/defaults.js
index 9f881051cb2..ab90a834f4a 100644
--- a/src/traces/violin/defaults.js
+++ b/src/traces/violin/defaults.js
@@ -22,15 +22,17 @@ module.exports = function supplyDefaults(traceIn, traceOut, defaultColor, layout
     boxDefaults.handleSampleDefaults(traceIn, traceOut, coerce, layout);
     if(traceOut.visible === false) return;
 
+    coerce('kernel');
     coerce('bandwidth');
-    coerce('scaleby');
-    coerce('span');
+    coerce('scalegroup', traceOut.name);
+    coerce('scalemode');
     coerce('side');
 
-    coerce('line.color', (traceIn.marker || {}).color || defaultColor);
-    coerce('line.width');
-    coerce('line.smoothing');
-    coerce('fillcolor', Color.addOpacity(traceOut.line.color, 0.5));
+    var span = coerce('span');
+    var spanmodeDflt;
+    if(Array.isArray(span)) spanmodeDflt = 'manual';
+    coerce('spanmode', spanmodeDflt);
+
 
     boxDefaults.handlePointsDefaults(traceIn, traceOut, coerce, {prefix: ''});
 };
diff --git a/src/traces/violin/helpers.js b/src/traces/violin/helpers.js
new file mode 100644
index 00000000000..771a2171383
--- /dev/null
+++ b/src/traces/violin/helpers.js
@@ -0,0 +1,38 @@
+/**
+* Copyright 2012-2017, Plotly, Inc.
+* All rights reserved.
+*
+* This source code is licensed under the MIT license found in the
+* LICENSE file in the root directory of this source tree.
+*/
+
+'use strict';
+
+var Lib = require('../../lib');
+
+var kernels = {
+    gaussian: function(v) {
+        return (1 / Math.sqrt(2 * Math.PI)) * Math.exp(-0.5 * v * v);
+    },
+    epanechnikov: function(v) {
+        return Math.abs(v) <= 1 ? 0.75 * (1 - v * v) : 0;
+    }
+};
+
+exports.makeKDE = function(calcItem, trace, vals) {
+    var len = vals.length;
+    var kernel = kernels[trace.kernel];
+    var bandwidth = calcItem.bandwidth;
+    var factor = 1 / (len * bandwidth);
+
+    // don't use Lib.aggNums to skip isNumeric checks
+    return function(x) {
+        var sum = 0;
+        for(var i = 0; i < len; i++) {
+            sum += kernel((x - vals[i]) / bandwidth);
+        }
+        return factor * sum;
+    };
+};
+
+exports.extractVal = function(o) { return o.v; };
diff --git a/src/traces/violin/plot.js b/src/traces/violin/plot.js
index 9598ea4a4f2..3cb0a7f57a7 100644
--- a/src/traces/violin/plot.js
+++ b/src/traces/violin/plot.js
@@ -19,6 +19,18 @@ module.exports = function plot(gd, plotinfo, cd) {
     var xa = plotinfo.xaxis;
     var ya = plotinfo.yaxis;
 
+    function makePath(pts) {
+        var segments = linePoints(pts, {
+            xaxis: xa,
+            yaxis: ya,
+            connectGaps: true,
+            baseTolerance: 0.75,
+            shape: 'spline',
+            simplify: true
+        });
+        return Drawing.smoothopen(segments[0], 1);
+    }
+
     var traces = plotinfo.plot.select('.violinlayer')
         .selectAll('g.trace.violins')
             .data(cd)
@@ -42,45 +54,78 @@ module.exports = function plot(gd, plotinfo, cd) {
             return;
         }
 
+        var valAxis = plotinfo[t.valLetter + 'axis'];
+        var posAxis = plotinfo[t.posLetter + 'axis'];
+        var hasBothSides = trace.side === 'both';
+        var hasPositiveSide = hasBothSides || trace.side === 'positive';
+        var hasNegativeSide = hasBothSides || trace.side === 'negative';
+        var groupStats = fullLayout._violinScaleGroupStats[trace.scalegroup];
+
         sel.selectAll('path.violin')
             .data(Lib.identity)
             .enter().append('path')
             .style('vector-effect', 'non-scaling-stroke')
             .attr('class', 'violin')
             .each(function(d) {
+                var pathSel = d3.select(this);
                 var density = d.density;
-                var lineData = [];
-                var i;
-
-                // TODO add scale by 'area' and by 'count'
-                var scale = d.violinMaxWidth / bdPos;
-
-                // TODO add support for one-sided violins
-                for(i = 0; i < density.length; i++) {
-                    lineData.push({
-                        x: d.pos + bPos + (density[i].v / scale),
-                        y: density[i].t
-                    });
+                var len = density.length;
+                var posCenter = d.pos + bPos;
+                var posCenterPx = posAxis.c2p(posCenter);
+                var scale;
+
+                switch(trace.scalemode) {
+                    case 'width':
+                        scale = groupStats.maxWidth / bdPos;
+                        break;
+                    case 'count':
+                        scale = (groupStats.maxWidth / bdPos) * (groupStats.maxCount / len);
+                        break;
+                }
+
+                var pathPos, pathNeg, path;
+                var i, k, pts, pt;
+
+                if(hasPositiveSide) {
+                    pts = new Array(len);
+                    for(i = 0; i < len; i++) {
+                        pt = pts[i] = {};
+                        pt[t.posLetter] = posCenter + (density[i].v / scale);
+                        pt[t.valLetter] = density[i].t;
+                    }
+                    pathPos = makePath(pts);
                 }
-                for(i--; i >= 0; i--) {
-                    lineData.push({
-                        x: d.pos + bPos - (density[i].v / scale),
-                        y: density[i].t
-                    });
+
+                if(hasNegativeSide) {
+                    pts = new Array(len);
+                    for(k = 0, i = len - 1; k < len; k++, i--) {
+                        pt = pts[k] = {};
+                        pt[t.posLetter] = posCenter - (density[i].v / scale);
+                        pt[t.valLetter] = density[i].t;
+                    }
+                    pathNeg = makePath(pts);
                 }
 
-                var segments = linePoints(lineData, {
-                    xaxis: xa,
-                    yaxis: ya,
-                    connectGaps: true,
-                    baseTolerance: 0.75,
-                    shape: 'spline',
-                    simplify: true
-                });
+                if(hasBothSides) {
+                    path = pathPos + 'L' + pathNeg.substr(1) + 'Z';
+                }
+                else {
+                    var startPt = [posCenterPx, valAxis.c2p(density[0].t)];
+                    var endPt = [posCenterPx, valAxis.c2p(density[len - 1].t)];
 
-                var path = Drawing.smoothclosed(segments[0], trace.line.smoothing);
+                    if(trace.orientation === 'h') {
+                        startPt.reverse();
+                        endPt.reverse();
+                    }
+
+                    if(hasPositiveSide) {
+                        path = 'M' + startPt + 'L' + pathPos.substr(1) + 'L' + endPt;
+                    } else {
+                        path = 'M' + endPt + 'L' + pathNeg.substr(1) + 'L' + startPt;
+                    }
+                }
+                pathSel.attr('d', path);
 
-                d3.select(this).attr('d', path);
             });
 
         if(trace.points) {

From 4a40fc726cc42c161b2866a5f732b8c6b309c224 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Mon, 30 Oct 2017 23:23:00 -0400
Subject: [PATCH 11/25] add findPointOnPath geometry2d util function

- to be used to find pt on violin bezier curves
---
 src/lib/geometry2d.js | 49 +++++++++++++++++++++++++++++++++++++++++++
 src/lib/index.js      |  1 +
 2 files changed, 50 insertions(+)

diff --git a/src/lib/geometry2d.js b/src/lib/geometry2d.js
index a946ccf5e23..fbd10b935ba 100644
--- a/src/lib/geometry2d.js
+++ b/src/lib/geometry2d.js
@@ -193,3 +193,52 @@ exports.getVisibleSegment = function getVisibleSegment(path, bounds, buffer) {
             Math.abs(pt0.y - ptTotal.y) < 0.1
     };
 };
+
+/**
+ * Find point on SVG path corresponding to a given constraint coordinate
+ *
+ * @param {SVGPathElement} path
+ * @param {Number} val : constraint coordinate value
+ * @param {String} coord : 'x' or 'y' the constraint coordinate
+ * @param {Object} opts :
+ *  - {Number} pathLength : supply total path length before hand
+ *  - {Number} tolerance
+ *  - {Number} iterationLimit
+ * @return {SVGPoint}
+ */
+exports.findPointOnPath = function findPointOnPath(path, val, coord, opts) {
+    opts = opts || {};
+
+    var pathLength = opts.pathLength || path.getTotalLength();
+    var tolerance = opts.tolerance || 1e-3;
+    var iterationLimit = opts.iterationLimit || 30;
+
+    // if path starts at a val greater than the path tail (like on vertical violins),
+    // we must flip the sign of the compute diff.
+    var mul = path.getPointAtLength(0)[coord] > path.getPointAtLength(pathLength)[coord] ? -1 : 1;
+
+    var i = 0;
+    var b0 = 0;
+    var b1 = pathLength;
+    var mid;
+    var pt;
+    var diff;
+
+    while(i < iterationLimit) {
+        mid = (b0 + b1) / 2;
+        pt = path.getPointAtLength(mid);
+        diff = pt[coord] - val;
+
+        if(Math.abs(diff) < tolerance) {
+            return pt;
+        } else {
+            if(mul * diff > 0) {
+                b1 = mid;
+            } else {
+                b0 = mid;
+            }
+            i++;
+        }
+    }
+    return pt;
+};
diff --git a/src/lib/index.js b/src/lib/index.js
index 563541ed5fe..b34099227d6 100644
--- a/src/lib/index.js
+++ b/src/lib/index.js
@@ -82,6 +82,7 @@ lib.segmentDistance = geom2dModule.segmentDistance;
 lib.getTextLocation = geom2dModule.getTextLocation;
 lib.clearLocationCache = geom2dModule.clearLocationCache;
 lib.getVisibleSegment = geom2dModule.getVisibleSegment;
+lib.findPointOnPath = geom2dModule.findPointOnPath;
 
 var extendModule = require('./extend');
 lib.extendFlat = extendModule.extendFlat;

From 6ffc3797d6af88169e9ba280f9d833d0a204910d Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Mon, 30 Oct 2017 23:24:29 -0400
Subject: [PATCH 12/25] implement violin 'inner' style options

- i.e. showinnerbox & showmeanline and friends.
---
 src/traces/violin/attributes.js | 70 ++++++++++++++++++++++++++++++---
 src/traces/violin/defaults.js   | 28 +++++++++++++
 src/traces/violin/helpers.js    | 27 +++++++++++++
 src/traces/violin/plot.js       | 65 ++++++++++++++++++++++++++++--
 src/traces/violin/style.js      | 16 +++++++-
 5 files changed, 196 insertions(+), 10 deletions(-)

diff --git a/src/traces/violin/attributes.js b/src/traces/violin/attributes.js
index 016ef722356..04175acab28 100644
--- a/src/traces/violin/attributes.js
+++ b/src/traces/violin/attributes.js
@@ -99,12 +99,6 @@ module.exports = {
         ].join(' ')
     },
 
-    // TODO need attribute(s) similar to 'boxmean' to toggle lines for:
-    // - mean
-    // - median
-    // - std
-    // - quartiles
-
     line: {
         color: {
             valType: 'color',
@@ -123,6 +117,70 @@ module.exports = {
         editType: 'plot'
     },
     fillcolor: boxAttrs.fillcolor,
+
+    // TODO update description
+    points: boxAttrs.boxpoints,
+    jitter: boxAttrs.jitter,
+    pointpos: boxAttrs.pointpos,
+    marker: boxAttrs.marker,
+    text: boxAttrs.text,
+
+    showinnerbox: {
+        valType: 'boolean',
+        dflt: false,
+        role: 'info',
+        editType: 'plot',
+        description: '.'
+    },
+    innerboxwidth: {
+        valType: 'number',
+        min: 0,
+        max: 1,
+        dflt: 0.25,
+        role: 'info',
+        editType: 'plot',
+        description: '...'
+    },
+    innerboxlinecolor: {
+        valType: 'color',
+        role: 'style',
+        editType: 'style',
+        description: ''
+    },
+    innerboxfillcolor: {
+        valType: 'color',
+        role: 'style',
+        editType: 'style',
+        description: ''
+    },
+    innerboxlinewidth: {
+        valType: 'number',
+        min: 0,
+        role: 'style',
+        editType: 'style',
+        description: ''
+    },
+
+    showmeanline: {
+        valType: 'boolean',
+        dflt: false,
+        role: 'info',
+        editType: 'plot',
+        description: 'Toggle'
+    },
+    meanlinecolor: {
+        valType: 'color',
+        role: 'style',
+        editType: 'style',
+        description: ''
+    },
+    meanlinewidth: {
+        valType: 'number',
+        min: 0,
+        role: 'style',
+        editType: 'style',
+        description: ''
+    },
     hoveron: boxAttrs.hoveron
 
     side: {
diff --git a/src/traces/violin/defaults.js b/src/traces/violin/defaults.js
index ab90a834f4a..507ddbe97d1 100644
--- a/src/traces/violin/defaults.js
+++ b/src/traces/violin/defaults.js
@@ -18,6 +18,9 @@ module.exports = function supplyDefaults(traceIn, traceOut, defaultColor, layout
     function coerce(attr, dflt) {
         return Lib.coerce(traceIn, traceOut, attributes, attr, dflt);
     }
+    function coerce2(attr, dflt) {
+        return Lib.coerce2(traceIn, traceOut, attributes, attr, dflt);
+    }
 
     boxDefaults.handleSampleDefaults(traceIn, traceOut, coerce, layout);
     if(traceOut.visible === false) return;
@@ -33,6 +36,31 @@ module.exports = function supplyDefaults(traceIn, traceOut, defaultColor, layout
     if(Array.isArray(span)) spanmodeDflt = 'manual';
     coerce('spanmode', spanmodeDflt);
 
+    var lineColor = coerce('line.color', (traceIn.marker || {}).color || defaultColor);
+    var lineWidth = coerce('line.width');
+    var fillColor = coerce('fillcolor', Color.addOpacity(traceOut.line.color, 0.5));
 
     boxDefaults.handlePointsDefaults(traceIn, traceOut, coerce, {prefix: ''});
+
+    var show;
+
+    var innerBoxWidth = coerce2('innerboxwidth');
+    var innerBoxFillColor = coerce2('innerboxfillcolor', fillColor);
+    var innerBoxLineColor = coerce2('innerboxlinecolor', lineColor);
+    var innerBoxLineWidth = coerce2('innerboxlinewidth', lineWidth);
+    show = coerce('showinnerbox', Boolean(innerBoxWidth || innerBoxFillColor || innerBoxLineColor || innerBoxLineWidth));
+    if(!show) {
+        delete traceOut.innerboxwidth;
+        delete traceOut.innerboxfillcolor;
+        delete traceOut.innerboxlinecolor;
+        delete traceOut.innerboxlinewidth;
+    }
+
+    var meanLineColor = coerce2('meanlinecolor', lineColor);
+    var meanLineWidth = coerce2('meanlinewidth', lineWidth);
+    show = coerce('showmeanline', Boolean(meanLineColor || meanLineWidth));
+    if(!show) {
+        delete traceOut.meanlinecolor;
+        delete traceOut.meanlinewidth;
+    }
 };
diff --git a/src/traces/violin/helpers.js b/src/traces/violin/helpers.js
index 771a2171383..cd9b978c4b7 100644
--- a/src/traces/violin/helpers.js
+++ b/src/traces/violin/helpers.js
@@ -35,4 +35,31 @@ exports.makeKDE = function(calcItem, trace, vals) {
     };
 };
 
+exports.getPositionOnKdePath = function(calcItem, trace, valuePx) {
+    var posLetter, valLetter;
+
+    if(trace.orientation === 'h') {
+        posLetter = 'y';
+        valLetter = 'x';
+    } else {
+        posLetter = 'x';
+        valLetter = 'y';
+    }
+
+    var pointOnPath = Lib.findPointOnPath(
+        calcItem.path,
+        valuePx,
+        valLetter,
+        {pathLength: calcItem.pathLength}
+    );
+
+    var posCenterPx = calcItem.posCenterPx;
+    var posOnPath0 = pointOnPath[posLetter];
+    var posOnPath1 = trace.side === 'both' ?
+        2 * posCenterPx - posOnPath0 :
+        posCenterPx;
+
+    return [posOnPath0, posOnPath1];
+};
+
 exports.extractVal = function(o) { return o.v; };
diff --git a/src/traces/violin/plot.js b/src/traces/violin/plot.js
index 3cb0a7f57a7..063c4df3c0e 100644
--- a/src/traces/violin/plot.js
+++ b/src/traces/violin/plot.js
@@ -13,6 +13,7 @@ var Lib = require('../../lib');
 var Drawing = require('../../components/drawing');
 var boxPlot = require('../box/plot');
 var linePoints = require('../scatter/line_points');
+var helpers = require('./helpers');
 
 module.exports = function plot(gd, plotinfo, cd) {
     var fullLayout = gd._fullLayout;
@@ -128,10 +129,68 @@ module.exports = function plot(gd, plotinfo, cd) {
 
             });
 
-        if(trace.points) {
-            boxPlot.plotPoints(sel, plotinfo, trace, t);
+        if(trace.showinnerbox) {
+            var innerBoxWidth = trace.innerboxwidth;
+            var innerBoxLineWidth = trace.innerboxlinewidth;
+            var bdPosScaled;
+            var bPosPxOffset;
+
+            if(hasBothSides) {
+                bdPosScaled = bdPos * innerBoxWidth;
+                bPosPxOffset = 0;
+            } else if(hasPositiveSide) {
+                bdPosScaled = [0, bdPos * innerBoxWidth / 2];
+                bPosPxOffset = -innerBoxLineWidth;
+            } else {
+                bdPosScaled = [bdPos * innerBoxWidth / 2, 0];
+                bPosPxOffset = innerBoxLineWidth;
+            }
+
+            // do not draw whiskers on inner boxes
+            trace.whiskerwidth = 0;
+
+            boxPlot.plotBoxAndWhiskers(sel, {pos: posAxis, val: valAxis}, trace, {
+                bPos: bPos,
+                bdPos: bdPosScaled,
+                bPosPxOffset: bPosPxOffset
+            });
+
+            // if both showinnerbox and showmeanline are turned on, show mean
+            // line inside inner box
+
+            if(trace.showmeanline) {
+                boxPlot.plotBoxMean(sel, {pos: posAxis, val: valAxis}, trace, {
+                    bPos: bPos,
+                    bdPos: bdPosScaled,
+                    bPosPxOffset: bPosPxOffset
+                });
+            }
+        }
+        else {
+            if(trace.showmeanline) {
+                sel.selectAll('path.mean')
+                    .data(Lib.identity)
+                    .enter().append('path')
+                    .attr('class', 'mean')
+                    .style({
+                        fill: 'none',
+                        'vector-effect': 'non-scaling-stroke'
+                    })
+                    .each(function(d) {
+                        var v = valAxis.c2p(d.mean, true);
+                        var p = helpers.getPositionOnKdePath(d, trace, v);
+
+                        d3.select(this).attr('d',
+                            trace.orientation === 'h' ?
+                                'M' + v + ',' + p[0] + 'V' + p[1] :
+                                'M' + p[0] + ',' + v + 'H' + p[1]
+                        );
+                    });
+            }
         }
 
-        // TODO quartile line etc
+        if(trace.points) {
+            boxPlot.plotPoints(sel, {x: xa, y: ya}, trace, t);
+        }
     });
 };
diff --git a/src/traces/violin/style.js b/src/traces/violin/style.js
index 315dc13fa93..8a962794b83 100644
--- a/src/traces/violin/style.js
+++ b/src/traces/violin/style.js
@@ -21,11 +21,25 @@ module.exports = function style(gd) {
             var sel = d3.select(this);
 
             sel.selectAll('path.violin')
-                .style('stroke-width', '2px')
+                .style('stroke-width', trace.line.width + 'px')
                 .call(Color.stroke, trace.line.color)
                 .call(Color.fill, trace.fillcolor);
 
+            sel.selectAll('path.box')
+                .style('stroke-width', trace.innerboxlinewidth + 'px')
+                .call(Color.stroke, trace.innerboxlinecolor)
+                .call(Color.fill, trace.innerboxfillcolor);
+
             sel.selectAll('g.points path')
                 .call(Drawing.pointStyle, trace, gd);
+
+            var meanLineWidth = trace.meanlinewidth;
+
+            sel.selectAll('path.mean')
+                .style({
+                    'stroke-width': meanLineWidth + 'px',
+                    'stroke-dasharray': (2 * meanLineWidth) + 'px,' + meanLineWidth + 'px'
+                })
+                .call(Color.stroke, trace.meanlinecolor);
         });
 };

From dfa918fa174de09a89bc269223cfdbf82c52eb42 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Mon, 30 Oct 2017 23:26:02 -0400
Subject: [PATCH 13/25] pass hoverlayer to trace module hoverPoints

- in preparation for violin 'kde' hover handling
---
 src/components/fx/hover.js      | 2 +-
 src/traces/contour/hover.js     | 5 ++---
 src/traces/heatmap/hover.js     | 2 +-
 src/traces/histogram2d/hover.js | 4 ++--
 4 files changed, 6 insertions(+), 7 deletions(-)

diff --git a/src/components/fx/hover.js b/src/components/fx/hover.js
index fc219542914..37d80fbc126 100644
--- a/src/components/fx/hover.js
+++ b/src/components/fx/hover.js
@@ -381,7 +381,7 @@ function _hover(gd, evt, subplot, noHoverEvent) {
 
         // Now find the points.
         if(trace._module && trace._module.hoverPoints) {
-            var newPoints = trace._module.hoverPoints(pointData, xval, yval, mode);
+            var newPoints = trace._module.hoverPoints(pointData, xval, yval, mode, fullLayout._hoverlayer);
             if(newPoints) {
                 var newPoint;
                 for(var newPointNum = 0; newPointNum < newPoints.length; newPointNum++) {
diff --git a/src/traces/contour/hover.js b/src/traces/contour/hover.js
index d53393d9ed8..0bf4fdb4884 100644
--- a/src/traces/contour/hover.js
+++ b/src/traces/contour/hover.js
@@ -11,7 +11,6 @@
 
 var heatmapHoverPoints = require('../heatmap/hover');
 
-
-module.exports = function hoverPoints(pointData, xval, yval, hovermode) {
-    return heatmapHoverPoints(pointData, xval, yval, hovermode, true);
+module.exports = function hoverPoints(pointData, xval, yval, hovermode, hoverLayer) {
+    return heatmapHoverPoints(pointData, xval, yval, hovermode, hoverLayer, true);
 };
diff --git a/src/traces/heatmap/hover.js b/src/traces/heatmap/hover.js
index 310f92c0b84..f8ccaaf0bd9 100644
--- a/src/traces/heatmap/hover.js
+++ b/src/traces/heatmap/hover.js
@@ -15,7 +15,7 @@ var Axes = require('../../plots/cartesian/axes');
 
 var MAXDIST = Fx.constants.MAXDIST;
 
-module.exports = function hoverPoints(pointData, xval, yval, hovermode, contour) {
+module.exports = function hoverPoints(pointData, xval, yval, hovermode, hoverLayer, contour) {
     // never let a heatmap override another type as closest point
     if(pointData.distance < MAXDIST) return;
 
diff --git a/src/traces/histogram2d/hover.js b/src/traces/histogram2d/hover.js
index 87972380b61..ccce7d3d712 100644
--- a/src/traces/histogram2d/hover.js
+++ b/src/traces/histogram2d/hover.js
@@ -12,8 +12,8 @@
 var heatmapHover = require('../heatmap/hover');
 var hoverLabelText = require('../../plots/cartesian/axes').hoverLabelText;
 
-module.exports = function hoverPoints(pointData, xval, yval, hovermode, contour) {
-    var pts = heatmapHover(pointData, xval, yval, hovermode, contour);
+module.exports = function hoverPoints(pointData, xval, yval, hovermode, hoverLayer, contour) {
+    var pts = heatmapHover(pointData, xval, yval, hovermode, hoverLayer, contour);
 
     if(!pts) return;
 

From bc6bc025ce3717c3e640f43eb71dd3ab2f719e01 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Mon, 30 Oct 2017 23:27:51 -0400
Subject: [PATCH 14/25] implement violin hover

- with three flags: 'violins', 'points' (similar to box traces)
  and 'kde' which show the point on the kde line along
  with the line to crosses the hovered-on violin
---
 src/traces/box/hover.js         | 45 +++++++++++----
 src/traces/violin/attributes.js | 14 ++++-
 src/traces/violin/helpers.js    |  6 ++
 src/traces/violin/hover.js      | 99 +++++++++++++++++++++++++++++++++
 src/traces/violin/index.js      |  2 +-
 src/traces/violin/plot.js       |  7 +++
 6 files changed, 161 insertions(+), 12 deletions(-)
 create mode 100644 src/traces/violin/hover.js

diff --git a/src/traces/box/hover.js b/src/traces/box/hover.js
index 7f1ac5e501d..c396e3206eb 100644
--- a/src/traces/box/hover.js
+++ b/src/traces/box/hover.js
@@ -51,23 +51,48 @@ function hoverOnBoxes(pointData, xval, yval, hovermode) {
     var ya = pointData.ya;
     var trace = cd[0].trace;
     var t = cd[0].t;
+    var isViolin = trace.type === 'violin';
     var closeBoxData = [];
 
     var pLetter, vLetter, pAxis, vAxis, vVal, pVal, dx, dy;
 
     // closest mode: handicap box plots a little relative to others
     // adjust inbox w.r.t. to calculate box size
-    var boxDelta = (hovermode === 'closest') ? 2.5 * t.bdPos : t.bdPos;
+    var boxDelta = (hovermode === 'closest' && !isViolin) ? 2.5 * t.bdPos : t.bdPos;
     var shiftPos = function(di) { return di.pos + t.bPos - pVal; };
+    var dPos;
+
+    if(isViolin && trace.side !== 'both') {
+        if(trace.side === 'positive') {
+            dPos = function(di) {
+                var pos = shiftPos(di);
+                return Fx.inbox(pos, pos + boxDelta);
+            };
+        }
+        if(trace.side === 'negative') {
+            dPos = function(di) {
+                var pos = shiftPos(di);
+                return Fx.inbox(pos - boxDelta, pos);
+            };
+        }
+    } else {
+        dPos = function(di) {
+            var pos = shiftPos(di);
+            return Fx.inbox(pos - boxDelta, pos + boxDelta);
+        };
+    }
 
-    var dPos = function(di) {
-        var pos = shiftPos(di);
-        return Fx.inbox(pos - boxDelta, pos + boxDelta);
-    };
+    var dVal;
 
-    var dVal = function(di) {
-        return Fx.inbox(di.min - vVal, di.max - vVal);
-    };
+    if(isViolin) {
+        dVal = function(di) {
+            return Fx.inbox(di.span[0] - vVal, di.span[1] - vVal);
+        };
+    } else {
+        dVal = function(di) {
+            return Fx.inbox(di.min - vVal, di.max - vVal);
+        };
+    }
 
     if(trace.orientation === 'h') {
         vVal = xval;
@@ -115,11 +140,11 @@ function hoverOnBoxes(pointData, xval, yval, hovermode) {
     var attrs = ['med', 'min', 'q1', 'q3', 'max'];
     var prefixes = ['median', 'min', 'q1', 'q3', 'max'];
 
-    if(trace.boxmean) {
+    if(trace.boxmean || trace.showmeanline) {
         attrs.push('mean');
         prefixes.push(trace.boxmean === 'sd' ? 'mean ± σ' : 'mean');
     }
-    if(trace.boxpoints) {
+    if(trace.boxpoints || trace.points) {
         attrs.push('lf', 'uf');
         prefixes.push('lower fence', 'upper fence');
     }
diff --git a/src/traces/violin/attributes.js b/src/traces/violin/attributes.js
index 04175acab28..6d596302fef 100644
--- a/src/traces/violin/attributes.js
+++ b/src/traces/violin/attributes.js
@@ -181,7 +181,6 @@ module.exports = {
         editType: 'style',
         description: ''
     },
-    hoveron: boxAttrs.hoveron
 
     side: {
         valType: 'enumerated',
@@ -196,4 +195,17 @@ module.exports = {
             'has `side` set to *positive* and the other to *negative*.'
         ].join(' ')
     },
+
+    hoveron: {
+        valType: 'flaglist',
+        flags: ['violins', 'points', 'kde'],
+        dflt: 'violins+points+kde',
+        extras: ['all'],
+        role: 'info',
+        editType: 'style',
+        description: [
+            'Do the hover effects highlight individual violins',
+            'or sample points or the kernel density estimate or any combination of them?'
+        ].join(' ')
+    }
 };
diff --git a/src/traces/violin/helpers.js b/src/traces/violin/helpers.js
index cd9b978c4b7..f8ad343726f 100644
--- a/src/traces/violin/helpers.js
+++ b/src/traces/violin/helpers.js
@@ -62,4 +62,10 @@ exports.getPositionOnKdePath = function(calcItem, trace, valuePx) {
     return [posOnPath0, posOnPath1];
 };
 
+exports.getKdeValue = function(calcItem, trace, valueDist) {
+    var vals = calcItem.pts.map(exports.extractVal);
+    var kde = exports.makeKDE(calcItem, trace, vals);
+    return kde(valueDist) / calcItem.posDensityScale;
+};
+
 exports.extractVal = function(o) { return o.v; };
diff --git a/src/traces/violin/hover.js b/src/traces/violin/hover.js
new file mode 100644
index 00000000000..32ea61ba63a
--- /dev/null
+++ b/src/traces/violin/hover.js
@@ -0,0 +1,99 @@
+/**
+* Copyright 2012-2017, Plotly, Inc.
+* All rights reserved.
+*
+* This source code is licensed under the MIT license found in the
+* LICENSE file in the root directory of this source tree.
+*/
+
+'use strict';
+
+var Lib = require('../../lib');
+var Axes = require('../../plots/cartesian/axes');
+var boxHoverPoints = require('../box/hover');
+var helpers = require('./helpers');
+
+module.exports = function hoverPoints(pointData, xval, yval, hovermode, hoverLayer) {
+    var cd = pointData.cd;
+    var trace = cd[0].trace;
+    var hoveron = trace.hoveron;
+    var hasHoveronViolins = hoveron.indexOf('violins') !== -1;
+    var hasHoveronKDE = hoveron.indexOf('kde') !== -1;
+    var closeData = [];
+    var closePtData;
+    var violinLineAttrs;
+
+    if(hasHoveronViolins || hasHoveronKDE) {
+        var closeBoxData = boxHoverPoints.hoverOnBoxes(pointData, xval, yval, hovermode);
+
+        if(hasHoveronViolins) {
+            closeData = closeData.concat(closeBoxData);
+        }
+
+        if(hasHoveronKDE && closeBoxData.length > 0) {
+            var xa = pointData.xa;
+            var ya = pointData.ya;
+            var pLetter, vLetter, pAxis, vAxis, vVal;
+
+            if(trace.orientation === 'h') {
+                vVal = xval;
+                pLetter = 'y';
+                pAxis = ya;
+                vLetter = 'x';
+                vAxis = xa;
+            } else {
+                vVal = yval;
+                pLetter = 'x';
+                pAxis = xa;
+                vLetter = 'y';
+                vAxis = ya;
+            }
+
+            var di = cd[pointData.index];
+
+            if(vVal >= di.span[0] && vVal <= di.span[1]) {
+                var kdePointData = Lib.extendFlat({}, pointData);
+                var vValPx = vAxis.c2p(vVal, true);
+                var kdeVal = helpers.getKdeValue(di, trace, vVal);
+                var pOnPath = helpers.getPositionOnKdePath(di, trace, vValPx);
+                var paOffset = pAxis._offset;
+                var paLength = pAxis._length;
+
+                kdePointData[pLetter + '0'] = pOnPath[0];
+                kdePointData[pLetter + '1'] = pOnPath[1];
+                kdePointData[vLetter + '0'] = kdePointData[vLetter + '1'] = vValPx;
+                kdePointData[vLetter + 'Label'] = vLetter + ': ' + Axes.hoverLabelText(vAxis, vVal) + ', kde: ' + kdeVal.toFixed(3);
+                closeData.push(kdePointData);
+
+                violinLineAttrs = {stroke: pointData.color};
+                violinLineAttrs[pLetter + '1'] = Lib.constrain(paOffset + pOnPath[0], paOffset, paOffset + paLength);
+                violinLineAttrs[pLetter + '2'] = Lib.constrain(paOffset + pOnPath[1], paOffset, paOffset + paLength);
+                violinLineAttrs[vLetter + '1'] = violinLineAttrs[vLetter + '2'] = vAxis._offset + vValPx;
+            }
+        }
+    }
+
+    if(hoveron.indexOf('points') !== -1) {
+        closePtData = boxHoverPoints.hoverOnPoints(pointData, xval, yval);
+    }
+
+    // update violin line (if any)
+    var violinLine = hoverLayer.selectAll('.violinline-' + trace.uid)
+        .data(violinLineAttrs ? [0] : []);
+    violinLine.enter().append('line')
+        .classed('violinline-' + trace.uid, true)
+        .attr('stroke-width', 1.5);
+    violinLine.exit().remove();
+    violinLine.attr(violinLineAttrs);
+
+    // same combine logic as box hoverPoints
+    if(hovermode === 'closest') {
+        if(closePtData) return [closePtData];
+        return closeData;
+    }
+    if(closePtData) {
+        closeData.push(closePtData);
+        return closeData;
+    }
+    return closeData;
+};
diff --git a/src/traces/violin/index.js b/src/traces/violin/index.js
index 153f90c5a89..75212b5335e 100644
--- a/src/traces/violin/index.js
+++ b/src/traces/violin/index.js
@@ -17,7 +17,7 @@ module.exports = {
     setPositions: require('./set_positions'),
     plot: require('./plot'),
     style: require('./style'),
-    hoverPoints: require('../box/hover'),
+    hoverPoints: require('./hover'),
     selectPoints: require('../box/select'),
 
     moduleType: 'trace',
diff --git a/src/traces/violin/plot.js b/src/traces/violin/plot.js
index 063c4df3c0e..bb2827ebfae 100644
--- a/src/traces/violin/plot.js
+++ b/src/traces/violin/plot.js
@@ -127,6 +127,13 @@ module.exports = function plot(gd, plotinfo, cd) {
                 }
                 pathSel.attr('d', path);
 
+                // save a few things used in getPositionOnKdePath, getKdeValue
+                // on hover and for showmeanline
+                d.posCenterPx = posCenterPx;
+                d.posDensityScale = scale * bdPos;
+                d.path = pathSel.node();
+                d.pathLength = d.path.getTotalLength() / (hasBothSides ? 2 : 1);
+
             });
 
         if(trace.showinnerbox) {

From e73766452f7795baca74a82c9433fbb9b6aa4025 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Mon, 30 Oct 2017 23:29:57 -0400
Subject: [PATCH 15/25] 2nd cut violin mocks

---
 test/image/baselines/violin_box_overlay.png  | Bin 0 -> 42484 bytes
 test/image/baselines/violin_grouped.png      | Bin 36549 -> 41464 bytes
 test/image/baselines/violin_non-linear.png   | Bin 0 -> 30470 bytes
 test/image/baselines/violin_old-faithful.png | Bin 41740 -> 39917 bytes
 test/image/baselines/violin_side-by-side.png | Bin 0 -> 42508 bytes
 test/image/mocks/violin_box_overlay.json     |  21 +
 test/image/mocks/violin_grouped.json         |  10 +-
 test/image/mocks/violin_non-linear.json      |  58 +++
 test/image/mocks/violin_old-faithful.json    |   2 +
 test/image/mocks/violin_side-by-side.json    | 495 +++++++++++++++++++
 10 files changed, 582 insertions(+), 4 deletions(-)
 create mode 100644 test/image/baselines/violin_box_overlay.png
 create mode 100644 test/image/baselines/violin_non-linear.png
 create mode 100644 test/image/baselines/violin_side-by-side.png
 create mode 100644 test/image/mocks/violin_box_overlay.json
 create mode 100644 test/image/mocks/violin_non-linear.json
 create mode 100644 test/image/mocks/violin_side-by-side.json

diff --git a/test/image/baselines/violin_box_overlay.png b/test/image/baselines/violin_box_overlay.png
new file mode 100644
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diff --git a/test/image/mocks/violin_box_overlay.json b/test/image/mocks/violin_box_overlay.json
new file mode 100644
index 00000000000..b12add9e702
--- /dev/null
+++ b/test/image/mocks/violin_box_overlay.json
@@ -0,0 +1,21 @@
+{
+    "data": [{
+		"type": "violin",
+		"x0": "sample 1",
+        "name": "violin",
+		"points": "all",
+        "y": [79, 54, 74, 62, 85, 55, 88, 85, 51, 85, 54, 84, 78, 47, 83, 52, 62, 84, 52, 79, 51, 47, 78, 69, 74, 83, 55, 76, 78, 79, 73, 77, 66, 80, 74, 52, 48, 80, 59, 90, 80, 58, 84, 58, 73, 83, 64, 53, 82, 59, 75, 90, 54, 80, 54, 83, 71, 64, 77, 81, 59, 84, 48, 82, 60, 92, 78, 78, 65, 73, 82, 56, 79, 71, 62, 76, 60, 78, 76, 83, 75, 82, 70, 65, 73, 88, 76, 80, 48, 86, 60, 90, 50, 78, 63, 72, 84, 75, 51, 82, 62, 88, 49, 83, 81, 47, 84, 52, 86, 81, 75, 59, 89, 79, 59, 81, 50, 85, 59, 87, 53, 69, 77, 56, 88, 81, 45, 82, 55, 90, 45, 83, 56, 89, 46, 82, 51, 86, 53, 79, 81, 60, 82, 77, 76, 59, 80, 49, 96, 53, 77, 77, 65, 81, 71, 70, 81, 93, 53, 89, 45, 86, 58, 78, 66, 76, 63, 88, 52, 93, 49, 57, 77, 68, 81, 81, 73, 50, 85, 74, 55, 77, 83, 83, 51, 78, 84, 46, 83, 55, 81, 57, 76, 84, 77, 81, 87, 77, 51, 78, 60, 82, 91, 53, 78, 46, 77, 84, 49, 83, 71, 80, 49, 75, 64, 76, 53, 94, 55, 76, 50, 82, 54, 75, 78, 79, 78, 78, 70, 79, 70, 54, 86, 50, 90, 54, 54, 77, 79, 64, 75, 47, 86, 63, 85, 82, 57, 82, 67, 74, 54, 83, 73, 73, 88, 80, 71, 83, 56, 79, 78, 84, 58, 83, 43, 60, 75, 81, 46, 90, 46, 74 ]
+	}, {
+		"type": "box",
+		"x0": "sample 1",
+        "name": "box",
+		"boxpoints": false,
+        "y": [79, 54, 74, 62, 85, 55, 88, 85, 51, 85, 54, 84, 78, 47, 83, 52, 62, 84, 52, 79, 51, 47, 78, 69, 74, 83, 55, 76, 78, 79, 73, 77, 66, 80, 74, 52, 48, 80, 59, 90, 80, 58, 84, 58, 73, 83, 64, 53, 82, 59, 75, 90, 54, 80, 54, 83, 71, 64, 77, 81, 59, 84, 48, 82, 60, 92, 78, 78, 65, 73, 82, 56, 79, 71, 62, 76, 60, 78, 76, 83, 75, 82, 70, 65, 73, 88, 76, 80, 48, 86, 60, 90, 50, 78, 63, 72, 84, 75, 51, 82, 62, 88, 49, 83, 81, 47, 84, 52, 86, 81, 75, 59, 89, 79, 59, 81, 50, 85, 59, 87, 53, 69, 77, 56, 88, 81, 45, 82, 55, 90, 45, 83, 56, 89, 46, 82, 51, 86, 53, 79, 81, 60, 82, 77, 76, 59, 80, 49, 96, 53, 77, 77, 65, 81, 71, 70, 81, 93, 53, 89, 45, 86, 58, 78, 66, 76, 63, 88, 52, 93, 49, 57, 77, 68, 81, 81, 73, 50, 85, 74, 55, 77, 83, 83, 51, 78, 84, 46, 83, 55, 81, 57, 76, 84, 77, 81, 87, 77, 51, 78, 60, 82, 91, 53, 78, 46, 77, 84, 49, 83, 71, 80, 49, 75, 64, 76, 53, 94, 55, 76, 50, 82, 54, 75, 78, 79, 78, 78, 70, 79, 70, 54, 86, 50, 90, 54, 54, 77, 79, 64, 75, 47, 86, 63, 85, 82, 57, 82, 67, 74, 54, 83, 73, 73, 88, 80, 71, 83, 56, 79, 78, 84, 58, 83, 43, 60, 75, 81, 46, 90, 46, 74 ]
+    }],
+	"layout": {
+        "legend": {
+            "x": 0.95,
+            "xanchor": "right"
+        }
+	}
+}
diff --git a/test/image/mocks/violin_grouped.json b/test/image/mocks/violin_grouped.json
index b636af8b1fb..3662401dc38 100644
--- a/test/image/mocks/violin_grouped.json
+++ b/test/image/mocks/violin_grouped.json
@@ -19,7 +19,8 @@
             }
         },
         "points": "all",
-        "jitter": 0
+        "jitter": 0,
+        "span": [0, null]
     }, {
         "type": "violin",
         "name": "radishes",
@@ -40,7 +41,8 @@
             }
         },
         "points": "all",
-        "jitter": 0
+        "jitter": 0,
+        "span": [0, null]
     }, {
          "type": "violin",
          "name": "carrots",
@@ -61,8 +63,8 @@
             }
          },
         "points": "all",
-        "jitter": 0
-    }, {
+        "jitter": 0,
+        "span": [0, null]
     }],
     "layout": {
         "yaxis": {
diff --git a/test/image/mocks/violin_non-linear.json b/test/image/mocks/violin_non-linear.json
new file mode 100644
index 00000000000..0012201c0a9
--- /dev/null
+++ b/test/image/mocks/violin_non-linear.json
@@ -0,0 +1,58 @@
+{
+    "data": [{
+        "type": "violin",
+        "x": [
+            "1798-01-01",
+            "1798-04-04",
+            "1798-05-05",
+            "1798-05-05",
+            "1798-07-05",
+            "1798-07-22",
+            "1799-01-01"
+        ],
+        "orientation": "h",
+        "xcalendar": "discworld",
+        "name": "discworld dates",
+        "showinnerbox": true,
+        "xaxis": "x",
+        "yaxis": "y"
+    }, {
+        "type": "violin",
+        "x": [
+            "A",
+            "B",
+            "C",
+            "C",
+            "C",
+            "D",
+            "G"
+        ],
+        "orientation": "h",
+        "name": "categories",
+        "showinnerbox": true,
+        "xaxis": "x2",
+        "yaxis": "y2"
+        
+    }],
+    "layout": {
+        "xaxis": {
+            "anchor": "y"
+        },
+        "xaxis2": {
+            "anchor": "y2",
+            "categoryarray": ["A", "B", "C", "D", "E", "F", "G"]
+        },
+        "yaxis": {
+            "anchor": "x",
+            "domain": [0, 0.48]
+        },
+        "yaxis2": {
+            "anchor": "x2",
+            "domain": [0.52, 1]
+        },
+        "margin": {
+            "l": 100
+        },
+        "showlegend": false
+    }
+}
diff --git a/test/image/mocks/violin_old-faithful.json b/test/image/mocks/violin_old-faithful.json
index ff85ba94a1c..690392489ba 100644
--- a/test/image/mocks/violin_old-faithful.json
+++ b/test/image/mocks/violin_old-faithful.json
@@ -2,6 +2,8 @@
     "data": [{
 		"type": "violin",
 		"points": "all",
+		"name": "Old Faithful",
+		"showmeanline": true,
         "y": [79, 54, 74, 62, 85, 55, 88, 85, 51, 85, 54, 84, 78, 47, 83, 52, 62, 84, 52, 79, 51, 47, 78, 69, 74, 83, 55, 76, 78, 79, 73, 77, 66, 80, 74, 52, 48, 80, 59, 90, 80, 58, 84, 58, 73, 83, 64, 53, 82, 59, 75, 90, 54, 80, 54, 83, 71, 64, 77, 81, 59, 84, 48, 82, 60, 92, 78, 78, 65, 73, 82, 56, 79, 71, 62, 76, 60, 78, 76, 83, 75, 82, 70, 65, 73, 88, 76, 80, 48, 86, 60, 90, 50, 78, 63, 72, 84, 75, 51, 82, 62, 88, 49, 83, 81, 47, 84, 52, 86, 81, 75, 59, 89, 79, 59, 81, 50, 85, 59, 87, 53, 69, 77, 56, 88, 81, 45, 82, 55, 90, 45, 83, 56, 89, 46, 82, 51, 86, 53, 79, 81, 60, 82, 77, 76, 59, 80, 49, 96, 53, 77, 77, 65, 81, 71, 70, 81, 93, 53, 89, 45, 86, 58, 78, 66, 76, 63, 88, 52, 93, 49, 57, 77, 68, 81, 81, 73, 50, 85, 74, 55, 77, 83, 83, 51, 78, 84, 46, 83, 55, 81, 57, 76, 84, 77, 81, 87, 77, 51, 78, 60, 82, 91, 53, 78, 46, 77, 84, 49, 83, 71, 80, 49, 75, 64, 76, 53, 94, 55, 76, 50, 82, 54, 75, 78, 79, 78, 78, 70, 79, 70, 54, 86, 50, 90, 54, 54, 77, 79, 64, 75, 47, 86, 63, 85, 82, 57, 82, 67, 74, 54, 83, 73, 73, 88, 80, 71, 83, 56, 79, 78, 84, 58, 83, 43, 60, 75, 81, 46, 90, 46, 74 ]
     }]
 }
diff --git a/test/image/mocks/violin_side-by-side.json b/test/image/mocks/violin_side-by-side.json
new file mode 100644
index 00000000000..3990aa3e5ba
--- /dev/null
+++ b/test/image/mocks/violin_side-by-side.json
@@ -0,0 +1,495 @@
+{
+    "layout": {
+        "hovermode": "closest",
+        "width": 400,
+        "yaxis": {
+            "showgrid": true
+        },
+        "title": "Total bill distribution<br><i>scaled by number of bills per gender",
+        "legend": {
+            "tracegroupgap": 0
+        },
+        "violingap": 0.05,
+        "violingroupgap": 0,
+        "violinmode": "overlay",
+        "height": 700
+    },
+    "data": [
+        {
+            "legendgroup": "F",
+            "scalegroup": "F",
+            "points": "all",
+            "pointpos": 0.1,
+            "jitter": 0,
+            "scalemode": "count",
+            "marker": {
+                "line": {
+                    "width": 2,
+                    "color": "#bebada"
+                },
+                "symbol": "line-ns"
+            },
+            "showlegend": false,
+            "side": "positive",
+            "type": "violin",
+            "name": "F",
+            "span": [
+                0
+            ],
+            "line": {
+                "color": "#bebada"
+            },
+            "y0": "Thursday",
+            "x": [
+                10.07,
+                34.83,
+                10.65,
+                12.43,
+                24.08,
+                13.42,
+                12.48,
+                29.8,
+                14.52,
+                11.38,
+                20.27,
+                11.17,
+                12.26,
+                18.26,
+                8.51,
+                10.33,
+                14.15,
+                13.16,
+                17.47,
+                27.05,
+                16.43,
+                8.35,
+                18.64,
+                11.87,
+                19.81,
+                43.11,
+                13.0,
+                12.74,
+                13.0,
+                16.4,
+                16.47,
+                18.78
+            ],
+            "orientation": "h"
+        },
+        {
+            "legendgroup": "M",
+            "scalegroup": "M",
+            "points": "all",
+            "pointpos": -0.1,
+            "jitter": 0,
+            "scalemode": "count",
+            "marker": {
+                "line": {
+                    "width": 2,
+                    "color": "#8dd3c7"
+                },
+                "symbol": "line-ns"
+            },
+            "showlegend": false,
+            "side": "negative",
+            "type": "violin",
+            "name": "M",
+            "span": [
+                0
+            ],
+            "line": {
+                "color": "#8dd3c7"
+            },
+            "y0": "Thursday",
+            "x": [
+                27.2,
+                22.76,
+                17.29,
+                19.44,
+                16.66,
+                32.68,
+                15.98,
+                13.03,
+                18.28,
+                24.71,
+                21.16,
+                11.69,
+                14.26,
+                15.95,
+                8.52,
+                22.82,
+                19.08,
+                16.0,
+                34.3,
+                41.19,
+                9.78,
+                7.51,
+                28.44,
+                15.48,
+                16.58,
+                7.56,
+                10.34,
+                13.51,
+                18.71,
+                20.53
+            ],
+            "orientation": "h"
+        },
+        {
+            "legendgroup": "F",
+            "scalegroup": "F",
+            "points": "all",
+            "pointpos": 0.1,
+            "jitter": 0,
+            "scalemode": "count",
+            "marker": {
+                "line": {
+                    "width": 2,
+                    "color": "#bebada"
+                },
+                "symbol": "line-ns"
+            },
+            "showlegend": false,
+            "side": "positive",
+            "type": "violin",
+            "name": "F",
+            "span": [
+                0
+            ],
+            "line": {
+                "color": "#bebada"
+            },
+            "y0": "Friday",
+            "x": [
+                5.75,
+                16.32,
+                22.75,
+                11.35,
+                15.38,
+                13.42,
+                15.98,
+                16.27,
+                10.09
+            ],
+            "orientation": "h"
+        },
+        {
+            "legendgroup": "M",
+            "scalegroup": "M",
+            "points": "all",
+            "pointpos": -0.1,
+            "jitter": 0,
+            "scalemode": "count",
+            "marker": {
+                "line": {
+                    "width": 2,
+                    "color": "#8dd3c7"
+                },
+                "symbol": "line-ns"
+            },
+            "showlegend": false,
+            "side": "negative",
+            "type": "violin",
+            "name": "M",
+            "span": [
+                0
+            ],
+            "line": {
+                "color": "#8dd3c7"
+            },
+            "y0": "Friday",
+            "x": [
+                28.97,
+                22.49,
+                40.17,
+                27.28,
+                12.03,
+                21.01,
+                12.46,
+                12.16,
+                8.58,
+                13.42
+            ],
+            "orientation": "h"
+        },
+        {
+            "legendgroup": "F",
+            "scalegroup": "F",
+            "points": "all",
+            "pointpos": 0.1,
+            "jitter": 0,
+            "scalemode": "count",
+            "marker": {
+                "line": {
+                    "width": 2,
+                    "color": "#bebada"
+                },
+                "symbol": "line-ns"
+            },
+            "showlegend": true,
+            "side": "positive",
+            "type": "violin",
+            "name": "F",
+            "span": [
+                0
+            ],
+            "line": {
+                "color": "#bebada"
+            },
+            "y0": "Saturday",
+            "x": [
+                20.29,
+                15.77,
+                19.65,
+                15.06,
+                20.69,
+                16.93,
+                26.41,
+                16.45,
+                3.07,
+                17.07,
+                26.86,
+                25.28,
+                14.73,
+                44.3,
+                22.42,
+                20.92,
+                14.31,
+                7.25,
+                10.59,
+                10.63,
+                12.76,
+                13.27,
+                28.17,
+                12.9,
+                30.14,
+                22.12,
+                35.83,
+                27.18
+            ],
+            "orientation": "h"
+        },
+        {
+            "legendgroup": "M",
+            "scalegroup": "M",
+            "points": "all",
+            "pointpos": -0.1,
+            "jitter": 0,
+            "scalemode": "count",
+            "marker": {
+                "line": {
+                    "width": 2,
+                    "color": "#8dd3c7"
+                },
+                "symbol": "line-ns"
+            },
+            "showlegend": true,
+            "side": "negative",
+            "type": "violin",
+            "name": "M",
+            "span": [
+                0
+            ],
+            "line": {
+                "color": "#8dd3c7"
+            },
+            "y0": "Saturday",
+            "x": [
+                20.65,
+                17.92,
+                39.42,
+                19.82,
+                17.81,
+                13.37,
+                12.69,
+                21.7,
+                9.55,
+                18.35,
+                17.78,
+                24.06,
+                16.31,
+                18.69,
+                31.27,
+                16.04,
+                38.01,
+                11.24,
+                48.27,
+                20.29,
+                13.81,
+                11.02,
+                18.29,
+                17.59,
+                20.08,
+                20.23,
+                15.01,
+                12.02,
+                10.51,
+                17.92,
+                15.36,
+                20.49,
+                25.21,
+                18.24,
+                14.0,
+                50.81,
+                15.81,
+                26.59,
+                38.73,
+                24.27,
+                30.06,
+                25.89,
+                48.33,
+                28.15,
+                11.59,
+                7.74,
+                20.45,
+                13.28,
+                24.01,
+                15.69,
+                11.61,
+                10.77,
+                15.53,
+                10.07,
+                12.6,
+                32.83,
+                29.03,
+                22.67,
+                17.82
+            ],
+            "orientation": "h"
+        },
+        {
+            "legendgroup": "F",
+            "scalegroup": "F",
+            "points": "all",
+            "pointpos": 0.1,
+            "jitter": 0,
+            "scalemode": "count",
+            "marker": {
+                "line": {
+                    "width": 2,
+                    "color": "#bebada"
+                },
+                "symbol": "line-ns"
+            },
+            "showlegend": false,
+            "side": "positive",
+            "type": "violin",
+            "name": "F",
+            "span": [
+                0
+            ],
+            "line": {
+                "color": "#bebada"
+            },
+            "y0": "Sunday",
+            "x": [
+                16.99,
+                24.59,
+                35.26,
+                14.83,
+                10.33,
+                16.97,
+                10.29,
+                34.81,
+                25.71,
+                17.31,
+                29.85,
+                25.0,
+                13.39,
+                16.21,
+                17.51,
+                9.6,
+                20.9,
+                18.15
+            ],
+            "orientation": "h"
+        },
+        {
+            "legendgroup": "M",
+            "scalegroup": "M",
+            "points": "all",
+            "pointpos": -0.1,
+            "jitter": 0,
+            "scalemode": "count",
+            "marker": {
+                "line": {
+                    "width": 2,
+                    "color": "#8dd3c7"
+                },
+                "symbol": "line-ns"
+            },
+            "showlegend": false,
+            "side": "negative",
+            "type": "violin",
+            "name": "M",
+            "span": [
+                0
+            ],
+            "line": {
+                "color": "#8dd3c7"
+            },
+            "y0": "Sunday",
+            "x": [
+                10.34,
+                21.01,
+                23.68,
+                25.29,
+                8.77,
+                26.88,
+                15.04,
+                14.78,
+                10.27,
+                15.42,
+                18.43,
+                21.58,
+                16.29,
+                17.46,
+                13.94,
+                9.68,
+                30.4,
+                18.29,
+                22.23,
+                32.4,
+                28.55,
+                18.04,
+                12.54,
+                9.94,
+                25.56,
+                19.49,
+                38.07,
+                23.95,
+                29.93,
+                14.07,
+                13.13,
+                17.26,
+                24.55,
+                19.77,
+                48.17,
+                16.49,
+                21.5,
+                12.66,
+                13.81,
+                24.52,
+                20.76,
+                31.71,
+                7.25,
+                31.85,
+                16.82,
+                32.9,
+                17.89,
+                14.48,
+                34.63,
+                34.65,
+                23.33,
+                45.35,
+                23.17,
+                40.55,
+                20.69,
+                30.46,
+                23.1,
+                15.69
+            ],
+            "orientation": "h"
+        }
+    ]
+}

From e625c44e31dcb5d6097d527be7252fe4f986f668 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Mon, 30 Oct 2017 23:30:08 -0400
Subject: [PATCH 16/25] 1st cut violin jasmine tests

---
 test/jasmine/tests/select_test.js |  52 +++++
 test/jasmine/tests/violin_test.js | 354 ++++++++++++++++++++++++++++++
 2 files changed, 406 insertions(+)
 create mode 100644 test/jasmine/tests/violin_test.js

diff --git a/test/jasmine/tests/select_test.js b/test/jasmine/tests/select_test.js
index 72f29593e3f..3bf53a8337e 100644
--- a/test/jasmine/tests/select_test.js
+++ b/test/jasmine/tests/select_test.js
@@ -971,6 +971,58 @@ describe('Test select box and lasso per trace:', function() {
         .catch(fail)
         .then(done);
     });
+
+    it('should work for violin traces', function(done) {
+        var assertPoints = makeAssertPoints(['curveNumber', 'y', 'x']);
+        var assertRanges = makeAssertRanges();
+        var assertLassoPoints = makeAssertLassoPoints();
+
+        var fig = Lib.extendDeep({}, require('@mocks/violin_grouped'));
+        fig.layout.dragmode = 'lasso';
+        fig.layout.width = 600;
+        fig.layout.height = 500;
+        addInvisible(fig);
+
+        Plotly.plot(gd, fig)
+        .then(function() {
+            return _run(
+                [[200, 200], [400, 200], [400, 350], [200, 350], [200, 200]],
+                function() {
+                    assertPoints([
+                        [0, 0.3, 'day 2'], [0, 0.5, 'day 2'], [0, 0.7, 'day 2'], [0, 0.9, 'day 2'],
+                        [1, 0.5, 'day 2'], [1, 0.7, 'day 2'], [1, 0.7, 'day 2'], [1, 0.8, 'day 2'],
+                        [1, 0.9, 'day 2'],
+                        [2, 0.3, 'day 1'], [2, 0.6, 'day 1'], [2, 0.6, 'day 1'], [2, 0.9, 'day 1']
+                    ]);
+                    assertLassoPoints([
+                        ['day 1', 'day 2', 'day 2', 'day 1', 'day 1'],
+                        [1.02, 1.02, 0.27, 0.27, 1.02]
+                    ]);
+                },
+                null, LASSOEVENTS, 'violin lasso'
+            );
+        })
+        .then(function() {
+            return Plotly.relayout(gd, 'dragmode', 'select');
+        })
+        .then(function() {
+            return _run(
+                [[200, 200], [400, 350]],
+                function() {
+                    assertPoints([
+                        [0, 0.3, 'day 2'], [0, 0.5, 'day 2'], [0, 0.7, 'day 2'], [0, 0.9, 'day 2'],
+                        [1, 0.5, 'day 2'], [1, 0.7, 'day 2'], [1, 0.7, 'day 2'], [1, 0.8, 'day 2'],
+                        [1, 0.9, 'day 2'],
+                        [2, 0.3, 'day 1'], [2, 0.6, 'day 1'], [2, 0.6, 'day 1'], [2, 0.9, 'day 1']
+                    ]);
+                    assertRanges([['day 1', 'day 2'], [0.27, 1.02]]);
+                },
+                null, BOXEVENTS, 'violin select'
+            );
+        })
+        .catch(fail)
+        .then(done);
+    });
 });
 
 // to make sure none of the above tests fail with extraneous invisible traces,
diff --git a/test/jasmine/tests/violin_test.js b/test/jasmine/tests/violin_test.js
new file mode 100644
index 00000000000..d9082607b58
--- /dev/null
+++ b/test/jasmine/tests/violin_test.js
@@ -0,0 +1,354 @@
+var Plotly = require('@lib');
+var Lib = require('@src/lib');
+var Plots = require('@src/plots/plots');
+
+var Violin = require('@src/traces/violin');
+
+var createGraphDiv = require('../assets/create_graph_div');
+var destroyGraphDiv = require('../assets/destroy_graph_div');
+var fail = require('../assets/fail_test');
+var mouseEvent = require('../assets/mouse_event');
+
+var customAssertions = require('../assets/custom_assertions');
+var assertHoverLabelContent = customAssertions.assertHoverLabelContent;
+
+describe('Test violin defaults', function() {
+    var traceOut;
+
+    function _supply(traceIn, layout) {
+        traceOut = {};
+        Violin.supplyDefaults(traceIn, traceOut, '#444', layout || {});
+    }
+
+    it('should set visible to false when x and y are empty', function() {
+        _supply({
+            x: [],
+            y: []
+        });
+
+        expect(traceOut.visible).toBe(false);
+    });
+
+    it('should inherit layout.calendar', function() {
+        _supply({y: [1, 2, 3]}, {calendar: 'islamic'});
+
+        // we always fill calendar attributes, because it's hard to tell if
+        // we're on a date axis at this point.
+        expect(traceOut.xcalendar).toBe('islamic');
+        expect(traceOut.ycalendar).toBe('islamic');
+    });
+
+    it('should take its own calendars', function() {
+        _supply({
+            y: [1, 2, 3],
+            xcalendar: 'coptic',
+            ycalendar: 'ethiopian'
+        }, {
+            calendar: 'islamic'
+        });
+
+        // we always fill calendar attributes, because it's hard to tell if
+        // we're on a date axis at this point.
+        expect(traceOut.xcalendar).toBe('coptic');
+        expect(traceOut.ycalendar).toBe('ethiopian');
+    });
+
+    it('should not coerce point attributes when *points* is false', function() {
+        _supply({
+            y: [1, 1, 2],
+            points: false
+        });
+
+        expect(traceOut.points).toBe(false);
+        expect(traceOut.jitter).toBeUndefined();
+        expect(traceOut.pointpos).toBeUndefined();
+        expect(traceOut.marker).toBeUndefined();
+        expect(traceOut.text).toBeUndefined();
+    });
+
+    it('should default *points* to suspectedoutliers when marker.outliercolor is set & valid', function() {
+        _supply({
+            y: [1, 1, 2],
+            marker: { outliercolor: 'blue' }
+        });
+
+        expect(traceOut.points).toBe('suspectedoutliers');
+    });
+
+    it('should default *points* to suspectedoutliers when marker.line.outliercolor is set & valid', function() {
+        _supply({
+            y: [1, 1, 2],
+            marker: { line: {outliercolor: 'blue'} }
+        });
+
+        expect(traceOut.points).toBe('suspectedoutliers');
+        expect(traceOut.marker).toBeDefined();
+        expect(traceOut.text).toBeDefined();
+    });
+
+    it('should default *spanmode* to manual when *span* is set to an array', function() {
+        _supply({
+            y: [1, 1, 2],
+            span: [0, 1]
+        });
+        expect(traceOut.span).toEqual([0, 1]);
+        expect(traceOut.spanmode).toBe('manual');
+
+        _supply({
+            x: [1, 1, 2],
+            span: 'not-gonna-work'
+        });
+        expect(traceOut.span).toBeUndefined();
+        expect(traceOut.spanmode).toBe('soft');
+    });
+
+    it('should default show* attributes when one of their corresponding style attributes is set & valid', function() {
+        _supply({
+            y: [1, 2, 1],
+            innerboxwidth: 0.1,
+            meanlinecolor: 'red'
+        });
+        expect(traceOut.showinnerbox).toBe(true);
+        expect(traceOut.showmeanline).toBe(true);
+
+        _supply({
+            y: [1, 2, 1],
+            showinnerbox: false,
+            showmeanline: false,
+            innerboxwidth: 0.1,
+            meanlinecolor: 'red'
+        });
+        expect(traceOut.showinnerbox).toBe(false);
+        expect(traceOut.innerboxwidth).toBeUndefined();
+        expect(traceOut.showmeanline).toBe(false);
+        expect(traceOut.meanlinecolor).toBeUndefined();
+    });
+
+    it('should use violin style settings to default inner style attribute', function() {
+        _supply({
+            y: [1, 2, 1],
+            fillcolor: 'red',
+            line: {color: 'blue', width: 10},
+            showinnerbox: true,
+            showmeanline: true,
+        });
+        expect(traceOut.innerboxfillcolor).toBe('red');
+        expect(traceOut.innerboxlinecolor).toBe('blue');
+        expect(traceOut.innerboxlinewidth).toBe(10);
+        expect(traceOut.meanlinecolor).toBe('blue');
+        expect(traceOut.meanlinewidth).toBe(10);
+    });
+});
+
+describe('Test violin calc:', function() {
+    var cd, fullLayout;
+
+    function _calc(attrs, layout) {
+        var gd = {
+            data: [Lib.extendFlat({type: 'violin'}, attrs)],
+            layout: layout || {},
+            calcdata: []
+        };
+        Plots.supplyDefaults(gd);
+        Plots.doCalcdata(gd);
+        cd = gd.calcdata[0];
+        fullLayout = gd._fullLayout;
+    }
+
+    it('should compute bandwidth and span based on the sample and *spanmode*', function() {
+        var y = [1, 1, 2, 2, 3];
+
+        _calc({y: y});
+        expect(cd[0].bandwidth).toBeCloseTo(0.64);
+        expect(cd[0].span).toBeCloseToArray([-0.28, 4.28]);
+
+        _calc({
+            y: y,
+            spanmode: 'hard'
+        });
+        expect(cd[0].span).toBeCloseToArray([1, 3]);
+
+        _calc({
+            y: y,
+            span: [0, 0]
+        });
+        expect(cd[0].span).toBeCloseToArray([-1, 1], 'cleans up invalid range');
+
+        _calc({
+            y: y,
+            span: [null, 5]
+        });
+        expect(cd[0].span).toBeCloseToArray([-0.28, 5], 'defaults to soft bound');
+
+        _calc({
+            y: y,
+            span: [0, null]
+        });
+        expect(cd[0].span).toBeCloseToArray([0, 4.28], 'defaults to soft bound');
+    });
+
+    it('should fill in scale-group stats', function() {
+        _calc({
+            name: 'one',
+            y: [0, 0, 0, 0, 10, 10, 10, 10]
+        });
+        expect(fullLayout._violinScaleGroupStats.one.maxWidth).toBeCloseTo(0.055);
+        expect(fullLayout._violinScaleGroupStats.one.maxCount).toBe(8);
+    });
+});
+
+describe('Test violin hover:', function() {
+    var gd;
+
+    afterEach(destroyGraphDiv);
+
+    function run(specs) {
+        gd = createGraphDiv();
+
+        var fig = Lib.extendDeep(
+            {width: 700, height: 500},
+            specs.mock || require('@mocks/violin_grouped.json')
+        );
+
+        if(specs.patch) {
+            fig = specs.patch(fig);
+        }
+
+        var pos = specs.pos || [200, 200];
+
+        return Plotly.plot(gd, fig).then(function() {
+            mouseEvent('mousemove', pos[0], pos[1]);
+            assertHoverLabelContent(specs);
+        });
+    }
+
+    [{
+        desc: 'base',
+        nums: [
+            'median: 0.55', 'min: 0', 'q1: 0.3', 'q3: 0.6', 'max: 0.7',
+            'y: 0.9266848, kde: 0.182'
+        ],
+        name: ['radishes', '', '', '', '', ''],
+        axis: 'day 1'
+    }, {
+        desc: 'with mean',
+        patch: function(fig) {
+            fig.data.forEach(function(trace) {
+                trace.showmeanline = true;
+            });
+            return fig;
+        },
+        nums: [
+            'median: 0.55', 'min: 0', 'q1: 0.3', 'q3: 0.6', 'max: 0.7', 'mean: 0.45',
+            'y: 0.9266848, kde: 0.182'
+        ],
+        name: ['radishes', '', '', '', '', '', ''],
+        axis: 'day 1'
+    }, {
+        desc: 'with overlaid violins',
+        patch: function(fig) {
+            fig.layout.violinmode = 'overlay';
+            return fig;
+        },
+        nums: [
+            'q3: 0.6', 'median: 0.45', 'q3: 0.6', 'max: 1', 'y: 0.9266848, kde: 0.383',
+            'median: 0.55', 'max: 0.7', 'y: 0.9266848, kde: 0.182',
+            'median: 0.45', 'q3: 0.6', 'max: 0.9', 'y: 0.9266848, kde: 0.435',
+            'q3: 0.6', 'max: 0.9'
+        ],
+        name: [
+            '', 'kale', '', '', '', 'radishes', '',
+            '', 'carrots', '', '', ''
+        ],
+        axis: 'day 1'
+    }, {
+        desc: 'hoveron points | hovermode closest',
+        patch: function(fig) {
+            fig.data.forEach(function(trace) {
+                trace.points = 'all';
+                trace.hoveron = 'points';
+            });
+            fig.layout.hovermode = 'closest';
+            return fig;
+        },
+        pos: [220, 200],
+        nums: '(day 1, 0.9)',
+        name: 'carrots'
+    }, {
+        desc: 'hoveron points | hovermode x',
+        patch: function(fig) {
+            fig.data.forEach(function(trace) {
+                trace.points = 'all';
+                trace.hoveron = 'points';
+            });
+            fig.layout.hovermode = 'x';
+            return fig;
+        },
+        pos: [220, 200],
+        nums: '0.9',
+        name: 'carrots',
+        axis: 'day 1'
+    }, {
+        desc: 'hoveron violins+points | hovermode x (hover on violin only - same result as base)',
+        patch: function(fig) {
+            fig.data.forEach(function(trace) {
+                trace.points = 'all';
+                trace.hoveron = 'points+violins';
+            });
+            fig.layout.hovermode = 'x';
+            return fig;
+        },
+        nums: ['median: 0.55', 'min: 0', 'q1: 0.3', 'q3: 0.6', 'max: 0.7'],
+        name: ['radishes', '', '', '', ''],
+        axis: 'day 1'
+    }, {
+        desc: 'hoveron violins+points | hovermode x (violin AND closest point)',
+        patch: function(fig) {
+            fig.data.forEach(function(trace) {
+                trace.points = 'all';
+                trace.hoveron = 'points+violins';
+                trace.pointpos = 0;
+            });
+            fig.layout.hovermode = 'x';
+            return fig;
+        },
+        pos: [207, 240],
+        nums: ['0.7', 'median: 0.55', 'min: 0', 'q1: 0.3', 'q3: 0.6', 'max: 0.7'],
+        name: ['radishes', 'radishes', '', '', '', ''],
+        axis: 'day 1'
+    }, {
+        desc: 'text items on hover',
+        patch: function(fig) {
+            fig.data.forEach(function(trace) {
+                trace.points = 'all';
+                trace.hoveron = 'points';
+                trace.text = trace.y.map(function(v) { return 'look:' + v; });
+            });
+            fig.layout.hovermode = 'closest';
+            return fig;
+        },
+        pos: [180, 240],
+        nums: '(day 1, 0.7)\nlook:0.7',
+        name: 'radishes'
+    }, {
+        desc: 'only text items on hover',
+        patch: function(fig) {
+            fig.data.forEach(function(trace) {
+                trace.points = 'all';
+                trace.hoveron = 'points';
+                trace.text = trace.y.map(function(v) { return 'look:' + v; });
+                trace.hoverinfo = 'text';
+            });
+            fig.layout.hovermode = 'closest';
+            return fig;
+        },
+        pos: [180, 240],
+        nums: 'look:0.7',
+        name: ''
+    }]
+    .forEach(function(specs) {
+        it('should generate correct hover labels ' + specs.desc, function(done) {
+            run(specs).catch(fail).then(done);
+        });
+    });
+});

From 14bded32842e2dfbcec16a8efc89def42fdf2e6c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Tue, 31 Oct 2017 09:34:52 -0400
Subject: [PATCH 17/25] fill violin attribute descriptions + fix typo in
 comment

---
 src/lib/geometry2d.js           |  2 +-
 src/traces/violin/attributes.js | 58 ++++++++++++++++++++++++++-------
 2 files changed, 47 insertions(+), 13 deletions(-)

diff --git a/src/lib/geometry2d.js b/src/lib/geometry2d.js
index fbd10b935ba..8cb21eae047 100644
--- a/src/lib/geometry2d.js
+++ b/src/lib/geometry2d.js
@@ -214,7 +214,7 @@ exports.findPointOnPath = function findPointOnPath(path, val, coord, opts) {
     var iterationLimit = opts.iterationLimit || 30;
 
     // if path starts at a val greater than the path tail (like on vertical violins),
-    // we must flip the sign of the compute diff.
+    // we must flip the sign of the computed diff.
     var mul = path.getPointAtLength(0)[coord] > path.getPointAtLength(pathLength)[coord] ? -1 : 1;
 
     var i = 0;
diff --git a/src/traces/violin/attributes.js b/src/traces/violin/attributes.js
index 6d596302fef..3df8ef13d85 100644
--- a/src/traces/violin/attributes.js
+++ b/src/traces/violin/attributes.js
@@ -118,10 +118,33 @@ module.exports = {
     },
     fillcolor: boxAttrs.fillcolor,
 
-    // TODO update description
-    points: boxAttrs.boxpoints,
-    jitter: boxAttrs.jitter,
-    pointpos: boxAttrs.pointpos,
+    points: extendFlat({}, boxAttrs.boxpoints, {
+        description: [
+            'If *outliers*, only the sample points lying outside the whiskers',
+            'are shown',
+            'If *suspectedoutliers*, the outlier points are shown and',
+            'points either less than 4*Q1-3*Q3 or greater than 4*Q3-3*Q1',
+            'are highlighted (see `outliercolor`)',
+            'If *all*, all sample points are shown',
+            'If *false*, only the violins are shown with no sample points'
+        ].join(' ')
+    }),
+    jitter: extendFlat({}, boxAttrs.jitter, {
+        description: [
+            'Sets the amount of jitter in the sample points drawn.',
+            'If *0*, the sample points align along the distribution axis.',
+            'If *1*, the sample points are drawn in a random jitter of width',
+            'equal to the width of the violins.'
+        ].join(' ')
+    }),
+    pointpos: extendFlat({}, boxAttrs.pointpos, {
+        description: [
+            'Sets the position of the sample points in relation to the violins.',
+            'If *0*, the sample points are places over the center of the violins.',
+            'Positive (negative) values correspond to positions to the',
+            'right (left) for vertical violins and above (below) for horizontal violins.'
+        ].join(' ')
+    }),
     marker: boxAttrs.marker,
     text: boxAttrs.text,
 
@@ -130,7 +153,9 @@ module.exports = {
         dflt: false,
         role: 'info',
         editType: 'plot',
-        description: '.'
+        description: [
+            'Determines if an miniature box plot is drawn inside the violins. '
+        ].join(' ')
     },
     innerboxwidth: {
         valType: 'number',
@@ -139,26 +164,30 @@ module.exports = {
         dflt: 0.25,
         role: 'info',
         editType: 'plot',
-        description: '...'
+        description: [
+            'Sets the width of the inner box plots relative to',
+            'the violins\' width.',
+            'For example, with 1, the inner box plots are as wide as the violins.'
+        ].join(' ')
     },
     innerboxlinecolor: {
         valType: 'color',
         role: 'style',
         editType: 'style',
-        description: ''
+        description: 'Sets the inner box plot bounding line color.'
     },
     innerboxfillcolor: {
         valType: 'color',
         role: 'style',
         editType: 'style',
-        description: ''
+        description: 'Sets the inner box plot fill color.'
     },
     innerboxlinewidth: {
         valType: 'number',
         min: 0,
         role: 'style',
         editType: 'style',
-        description: ''
+        description: 'Sets the inner box plot bounding line width.'
     },
 
     showmeanline: {
@@ -166,20 +195,25 @@ module.exports = {
         dflt: false,
         role: 'info',
         editType: 'plot',
-        description: 'Toggle'
+        description: [
+            'Determines if a line corresponding to the sample\'s mean is shown',
+            'inside the violins.',
+            'If `showinnerbox` is turned on, the mean line is drawn inside the inner box.',
+            'Otherwise, the mean line is drawn from one side of the violin to other.'
+        ].join(' ')
     },
     meanlinecolor: {
         valType: 'color',
         role: 'style',
         editType: 'style',
-        description: ''
+        description: 'Sets the mean line color.'
     },
     meanlinewidth: {
         valType: 'number',
         min: 0,
         role: 'style',
         editType: 'style',
-        description: ''
+        description: 'Sets the mean line width.'
     },
 
     side: {

From 48758d8522609006cc8e3fe3323a4c38a0510fd6 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Tue, 31 Oct 2017 10:41:52 -0400
Subject: [PATCH 18/25] fixup scalemode 'count' calculation

---
 src/traces/violin/plot.js                    |   3 +--
 test/image/baselines/violin_side-by-side.png | Bin 42508 -> 40787 bytes
 test/image/mocks/violin_side-by-side.json    |  18 +++++++++++++++++-
 3 files changed, 18 insertions(+), 3 deletions(-)

diff --git a/src/traces/violin/plot.js b/src/traces/violin/plot.js
index bb2827ebfae..36333b28710 100644
--- a/src/traces/violin/plot.js
+++ b/src/traces/violin/plot.js
@@ -80,7 +80,7 @@ module.exports = function plot(gd, plotinfo, cd) {
                         scale = groupStats.maxWidth / bdPos;
                         break;
                     case 'count':
-                        scale = (groupStats.maxWidth / bdPos) * (groupStats.maxCount / len);
+                        scale = (groupStats.maxWidth / bdPos) * (groupStats.maxCount / d.pts.length);
                         break;
                 }
 
@@ -133,7 +133,6 @@ module.exports = function plot(gd, plotinfo, cd) {
                 d.posDensityScale = scale * bdPos;
                 d.path = pathSel.node();
                 d.pathLength = d.path.getTotalLength() / (hasBothSides ? 2 : 1);
-
             });
 
         if(trace.showinnerbox) {
diff --git a/test/image/baselines/violin_side-by-side.png b/test/image/baselines/violin_side-by-side.png
index e4c7ad1222ec5923cafae2b72c8064e089ebcada..73e782eb1127d4bcbd8c76839fd02e3576ff8201 100644
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diff --git a/test/image/mocks/violin_side-by-side.json b/test/image/mocks/violin_side-by-side.json
index 3990aa3e5ba..26a20a42454 100644
--- a/test/image/mocks/violin_side-by-side.json
+++ b/test/image/mocks/violin_side-by-side.json
@@ -9,13 +9,15 @@
         "legend": {
             "tracegroupgap": 0
         },
-        "violingap": 0.05,
+        "violingap": 0,
         "violingroupgap": 0,
         "violinmode": "overlay",
         "height": 700
     },
     "data": [
         {
+            "text": "sample length: 32",
+            "hoveron": "points+kde",
             "legendgroup": "F",
             "scalegroup": "F",
             "points": "all",
@@ -77,6 +79,8 @@
             "orientation": "h"
         },
         {
+            "text": "sample length: 30",
+            "hoveron": "points+kde",
             "legendgroup": "M",
             "scalegroup": "M",
             "points": "all",
@@ -136,6 +140,8 @@
             "orientation": "h"
         },
         {
+            "text": "sample length: 9",
+            "hoveron": "points+kde",
             "legendgroup": "F",
             "scalegroup": "F",
             "points": "all",
@@ -174,6 +180,8 @@
             "orientation": "h"
         },
         {
+            "text": "sample length: 10",
+            "hoveron": "points+kde",
             "legendgroup": "M",
             "scalegroup": "M",
             "points": "all",
@@ -213,6 +221,8 @@
             "orientation": "h"
         },
         {
+            "text": "sample length: 28",
+            "hoveron": "points+kde",
             "legendgroup": "F",
             "scalegroup": "F",
             "points": "all",
@@ -270,6 +280,8 @@
             "orientation": "h"
         },
         {
+            "text": "sample length: 59",
+            "hoveron": "points+kde",
             "legendgroup": "M",
             "scalegroup": "M",
             "points": "all",
@@ -358,6 +370,8 @@
             "orientation": "h"
         },
         {
+            "text": "sample length: 18",
+            "hoveron": "points+kde",
             "legendgroup": "F",
             "scalegroup": "F",
             "points": "all",
@@ -405,6 +419,8 @@
             "orientation": "h"
         },
         {
+            "text": "sample length: 58",
+            "hoveron": "points+kde",
             "legendgroup": "M",
             "scalegroup": "M",
             "points": "all",

From 17f65d0054530a6d6d18938fb0322c6607de962c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Tue, 31 Oct 2017 10:51:34 -0400
Subject: [PATCH 19/25] add inner box and mean line to side-by-side violin mock

---
 test/image/baselines/violin_side-by-side.png | Bin 40787 -> 42616 bytes
 test/image/mocks/violin_side-by-side.json    |  48 ++++++++++++-------
 2 files changed, 32 insertions(+), 16 deletions(-)

diff --git a/test/image/baselines/violin_side-by-side.png b/test/image/baselines/violin_side-by-side.png
index 73e782eb1127d4bcbd8c76839fd02e3576ff8201..591ff342f6c1f0d308d6fc3712ed6e5049ae949a 100644
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diff --git a/test/image/mocks/violin_side-by-side.json b/test/image/mocks/violin_side-by-side.json
index 26a20a42454..056861b03ea 100644
--- a/test/image/mocks/violin_side-by-side.json
+++ b/test/image/mocks/violin_side-by-side.json
@@ -16,14 +16,16 @@
     },
     "data": [
         {
-            "text": "sample length: 32",
             "hoveron": "points+kde",
+            "text": "sample length: 32",
+            "showmeanline": true,
             "legendgroup": "F",
             "scalegroup": "F",
             "points": "all",
-            "pointpos": 0.1,
+            "pointpos": 1,
             "jitter": 0,
             "scalemode": "count",
+            "showinnerbox": true,
             "marker": {
                 "line": {
                     "width": 2,
@@ -79,14 +81,16 @@
             "orientation": "h"
         },
         {
-            "text": "sample length: 30",
             "hoveron": "points+kde",
+            "text": "sample length: 30",
+            "showmeanline": true,
             "legendgroup": "M",
             "scalegroup": "M",
             "points": "all",
-            "pointpos": -0.1,
+            "pointpos": -0.6,
             "jitter": 0,
             "scalemode": "count",
+            "showinnerbox": true,
             "marker": {
                 "line": {
                     "width": 2,
@@ -140,14 +144,16 @@
             "orientation": "h"
         },
         {
-            "text": "sample length: 9",
             "hoveron": "points+kde",
+            "text": "sample length: 9",
+            "showmeanline": true,
             "legendgroup": "F",
             "scalegroup": "F",
             "points": "all",
-            "pointpos": 0.1,
+            "pointpos": 0.4,
             "jitter": 0,
             "scalemode": "count",
+            "showinnerbox": true,
             "marker": {
                 "line": {
                     "width": 2,
@@ -180,14 +186,16 @@
             "orientation": "h"
         },
         {
-            "text": "sample length: 10",
             "hoveron": "points+kde",
+            "text": "sample length: 10",
+            "showmeanline": true,
             "legendgroup": "M",
             "scalegroup": "M",
             "points": "all",
-            "pointpos": -0.1,
+            "pointpos": -0.3,
             "jitter": 0,
             "scalemode": "count",
+            "showinnerbox": true,
             "marker": {
                 "line": {
                     "width": 2,
@@ -221,14 +229,16 @@
             "orientation": "h"
         },
         {
-            "text": "sample length: 28",
             "hoveron": "points+kde",
+            "text": "sample length: 28",
+            "showmeanline": true,
             "legendgroup": "F",
             "scalegroup": "F",
             "points": "all",
-            "pointpos": 0.1,
+            "pointpos": 0.55,
             "jitter": 0,
             "scalemode": "count",
+            "showinnerbox": true,
             "marker": {
                 "line": {
                     "width": 2,
@@ -280,14 +290,16 @@
             "orientation": "h"
         },
         {
-            "text": "sample length: 59",
             "hoveron": "points+kde",
+            "text": "sample length: 59",
+            "showmeanline": true,
             "legendgroup": "M",
             "scalegroup": "M",
             "points": "all",
-            "pointpos": -0.1,
+            "pointpos": -1.1,
             "jitter": 0,
             "scalemode": "count",
+            "showinnerbox": true,
             "marker": {
                 "line": {
                     "width": 2,
@@ -370,14 +382,16 @@
             "orientation": "h"
         },
         {
-            "text": "sample length: 18",
             "hoveron": "points+kde",
+            "text": "sample length: 18",
+            "showmeanline": true,
             "legendgroup": "F",
             "scalegroup": "F",
             "points": "all",
-            "pointpos": 0.1,
+            "pointpos": 0.45,
             "jitter": 0,
             "scalemode": "count",
+            "showinnerbox": true,
             "marker": {
                 "line": {
                     "width": 2,
@@ -419,14 +433,16 @@
             "orientation": "h"
         },
         {
-            "text": "sample length: 58",
             "hoveron": "points+kde",
+            "text": "sample length: 58",
+            "showmeanline": true,
             "legendgroup": "M",
             "scalegroup": "M",
             "points": "all",
-            "pointpos": -0.1,
+            "pointpos": -0.9,
             "jitter": 0,
             "scalemode": "count",
+            "showinnerbox": true,
             "marker": {
                 "line": {
                     "width": 2,

From 71700de2bf24327fdb45d25dd1f4b13425f6f448 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Tue, 31 Oct 2017 11:54:27 -0400
Subject: [PATCH 20/25] 2nd cut violin jasmine tests

---
 test/jasmine/tests/violin_test.js | 120 ++++++++++++++++++++++++++++++
 1 file changed, 120 insertions(+)

diff --git a/test/jasmine/tests/violin_test.js b/test/jasmine/tests/violin_test.js
index d9082607b58..f417072417a 100644
--- a/test/jasmine/tests/violin_test.js
+++ b/test/jasmine/tests/violin_test.js
@@ -4,6 +4,7 @@ var Plots = require('@src/plots/plots');
 
 var Violin = require('@src/traces/violin');
 
+var d3 = require('d3');
 var createGraphDiv = require('../assets/create_graph_div');
 var destroyGraphDiv = require('../assets/destroy_graph_div');
 var fail = require('../assets/fail_test');
@@ -187,6 +188,46 @@ describe('Test violin calc:', function() {
         expect(cd[0].span).toBeCloseToArray([0, 4.28], 'defaults to soft bound');
     });
 
+    it('should honor set bandwidth in span calculations', function() {
+        var y = [1, 1, 2, 2, 3];
+        var bw = 0.1;
+
+        _calc({
+            y: y,
+            bandwidth: bw
+        });
+        expect(cd[0].bandwidth).toBeCloseTo(0.1);
+        expect(cd[0].span).toBeCloseToArray([0.8, 3.2]);
+
+        _calc({
+            y: y,
+            bandwidth: bw,
+            spanmode: 'hard'
+        });
+        expect(cd[0].span).toBeCloseToArray([1, 3]);
+
+        _calc({
+            y: y,
+            bandwidth: bw,
+            span: [0, 0]
+        });
+        expect(cd[0].span).toBeCloseToArray([-1, 1], 'cleans up invalid range');
+
+        _calc({
+            y: y,
+            bandwidth: bw,
+            span: [null, 5]
+        });
+        expect(cd[0].span).toBeCloseToArray([0.8, 5], 'defaults to soft bound');
+
+        _calc({
+            y: y,
+            bandwidth: bw,
+            span: [0, null]
+        });
+        expect(cd[0].span).toBeCloseToArray([0, 3.2], 'defaults to soft bound');
+    });
+
     it('should fill in scale-group stats', function() {
         _calc({
             name: 'one',
@@ -345,10 +386,89 @@ describe('Test violin hover:', function() {
         pos: [180, 240],
         nums: 'look:0.7',
         name: ''
+    }, {
+        desc: 'one-sided violin under hovermode closest',
+        // hoveron: 'kde+points'
+        // hovermode: 'closest'
+        // width: 400
+        // height: 700
+        mock: require('@mocks/violin_side-by-side.json'),
+        pos: [250, 300],
+        nums: '(x: 42.43046, kde: 0.083, Saturday)',
+        name: ''
+    }, {
+        desc: 'one-sided violin under hovermode y',
+        // hoveron: 'kde+points'
+        // width: 400
+        // height: 700
+        mock: require('@mocks/violin_side-by-side.json'),
+        patch: function(fig) {
+            fig.layout.hovermode = 'y';
+            return fig;
+        },
+        pos: [250, 300],
+        nums: 'x: 42.43046, kde: 0.083',
+        name: '',
+        axis: 'Saturday'
     }]
     .forEach(function(specs) {
         it('should generate correct hover labels ' + specs.desc, function(done) {
             run(specs).catch(fail).then(done);
         });
     });
+
+    describe('KDE lines inside violin under *kde* hoveron flag', function() {
+        var fig;
+
+        beforeEach(function() {
+            gd = createGraphDiv();
+
+            fig = Lib.extendDeep({}, require('@mocks/violin_old-faithful.json'), {
+                layout: {width: 500, height: 500}
+            });
+            fig.data[0].points = false;
+        });
+
+        function assertViolinHoverLine(pos) {
+            var line = d3.select('.hoverlayer').selectAll('line');
+
+            expect(line.size()).toBe(1, 'only one violin line at a time');
+            expect(line.attr('class').indexOf('violinline')).toBe(0, 'correct class name');
+            expect([
+                line.attr('x1'), line.attr('y1'),
+                line.attr('x2'), line.attr('y2')
+            ]).toBeCloseToArray(pos, 'line position');
+        }
+
+        it('should show in two-sided base case', function(done) {
+            Plotly.plot(gd, fig).then(function() {
+                mouseEvent('mousemove', 250, 250);
+                assertViolinHoverLine([299.35, 250, 200.65, 250]);
+            })
+            .catch(fail)
+            .then(done);
+        });
+
+        it('should show in one-sided positive case', function(done) {
+            fig.data[0].side = 'positive';
+
+            Plotly.plot(gd, fig).then(function() {
+                mouseEvent('mousemove', 300, 250);
+                assertViolinHoverLine([299.35, 250, 250, 250]);
+            })
+            .catch(fail)
+            .then(done);
+        });
+
+        it('should show in one-sided negative case', function(done) {
+            fig.data[0].side = 'negative';
+
+            Plotly.plot(gd, fig).then(function() {
+                mouseEvent('mousemove', 200, 250);
+                assertViolinHoverLine([200.65, 250, 250, 250]);
+            })
+            .catch(fail)
+            .then(done);
+        });
+    });
 });

From 677aacce0923a19c8d182f50e085d133cdec9836 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Wed, 1 Nov 2017 10:23:11 -0400
Subject: [PATCH 21/25] remove 'kernel' from violin attributes

- as non-gaussian kernels may require us to make soft spanmode bounds
  kernel-dependent, which will require some trial-and-error
- as most other libraries don't support non-guassian kernel, let's
  defer this.
---
 src/traces/violin/attributes.js | 10 ----------
 src/traces/violin/defaults.js   |  1 -
 src/traces/violin/helpers.js    |  8 ++++----
 3 files changed, 4 insertions(+), 15 deletions(-)

diff --git a/src/traces/violin/attributes.js b/src/traces/violin/attributes.js
index 3df8ef13d85..291bde075c0 100644
--- a/src/traces/violin/attributes.js
+++ b/src/traces/violin/attributes.js
@@ -25,16 +25,6 @@ module.exports = {
         ].join(' ')
     }),
 
-    kernel: {
-        valType: 'enumerated',
-        values: ['gaussian', 'epanechnikov'],
-        dflt: 'gaussian',
-        role: 'info',
-        editType: 'calc',
-        description: [
-            'Determines which kernel is used to compute the kernel density estimation.'
-        ].join(' ')
-    },
     bandwidth: {
         valType: 'number',
         min: 0,
diff --git a/src/traces/violin/defaults.js b/src/traces/violin/defaults.js
index 507ddbe97d1..6209ada8d98 100644
--- a/src/traces/violin/defaults.js
+++ b/src/traces/violin/defaults.js
@@ -25,7 +25,6 @@ module.exports = function supplyDefaults(traceIn, traceOut, defaultColor, layout
     boxDefaults.handleSampleDefaults(traceIn, traceOut, coerce, layout);
     if(traceOut.visible === false) return;
 
-    coerce('kernel');
     coerce('bandwidth');
     coerce('scalegroup', traceOut.name);
     coerce('scalemode');
diff --git a/src/traces/violin/helpers.js b/src/traces/violin/helpers.js
index f8ad343726f..6e191793049 100644
--- a/src/traces/violin/helpers.js
+++ b/src/traces/violin/helpers.js
@@ -10,18 +10,18 @@
 
 var Lib = require('../../lib');
 
+// Maybe add kernels more down the road,
+// but note that the default `spanmode: 'soft'` bounds might have
+// to become kernel-dependent
 var kernels = {
     gaussian: function(v) {
         return (1 / Math.sqrt(2 * Math.PI)) * Math.exp(-0.5 * v * v);
-    },
-    epanechnikov: function(v) {
-        return Math.abs(v) <= 1 ? 0.75 * (1 - v * v) : 0;
     }
 };
 
 exports.makeKDE = function(calcItem, trace, vals) {
     var len = vals.length;
-    var kernel = kernels[trace.kernel];
+    var kernel = kernels.gaussian;
     var bandwidth = calcItem.bandwidth;
     var factor = 1 / (len * bandwidth);
 

From 0a32b98484b1e3c1aab76ac49047ba52775eefc5 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Wed, 1 Nov 2017 11:20:54 -0400
Subject: [PATCH 22/25] update box and meanline attribute syntax

- use nested attribute style for box and meanline settings
- update test and mocks
---
 src/traces/box/hover.js                   |   2 +-
 src/traces/box/plot.js                    |   2 +-
 src/traces/violin/attributes.js           | 134 +++++++++++-----------
 src/traces/violin/defaults.js             |  32 ++----
 src/traces/violin/plot.js                 |  28 ++---
 src/traces/violin/style.js                |  14 ++-
 test/image/mocks/violin_non-linear.json   |   4 +-
 test/image/mocks/violin_old-faithful.json |   2 +-
 test/image/mocks/violin_side-by-side.json |  80 +++++++++----
 test/jasmine/tests/violin_test.js         |  44 +++----
 10 files changed, 187 insertions(+), 155 deletions(-)

diff --git a/src/traces/box/hover.js b/src/traces/box/hover.js
index c396e3206eb..17cc4c1f84c 100644
--- a/src/traces/box/hover.js
+++ b/src/traces/box/hover.js
@@ -140,7 +140,7 @@ function hoverOnBoxes(pointData, xval, yval, hovermode) {
     var attrs = ['med', 'min', 'q1', 'q3', 'max'];
     var prefixes = ['median', 'min', 'q1', 'q3', 'max'];
 
-    if(trace.boxmean || trace.showmeanline) {
+    if(trace.boxmean || (trace.meanline || {}).visible) {
         attrs.push('mean');
         prefixes.push(trace.boxmean === 'sd' ? 'mean ± σ' : 'mean');
     }
diff --git a/src/traces/box/plot.js b/src/traces/box/plot.js
index 8050953a13f..e36a863de95 100644
--- a/src/traces/box/plot.js
+++ b/src/traces/box/plot.js
@@ -160,7 +160,7 @@ function plotPoints(sel, axes, trace, t) {
     var bdPos = t.bdPos;
     var bPos = t.bPos;
 
-    // to support violin innerbox
+    // to support violin points
     var mode = trace.boxpoints || trace.points;
 
     // repeatable pseudorandom number generator
diff --git a/src/traces/violin/attributes.js b/src/traces/violin/attributes.js
index 291bde075c0..ed9bbb8243c 100644
--- a/src/traces/violin/attributes.js
+++ b/src/traces/violin/attributes.js
@@ -138,72 +138,78 @@ module.exports = {
     marker: boxAttrs.marker,
     text: boxAttrs.text,
 
-    showinnerbox: {
-        valType: 'boolean',
-        dflt: false,
-        role: 'info',
-        editType: 'plot',
-        description: [
-            'Determines if an miniature box plot is drawn inside the violins. '
-        ].join(' ')
-    },
-    innerboxwidth: {
-        valType: 'number',
-        min: 0,
-        max: 1,
-        dflt: 0.25,
-        role: 'info',
-        editType: 'plot',
-        description: [
-            'Sets the width of the inner box plots relative to',
-            'the violins\' width.',
-            'For example, with 1, the inner box plots are as wide as the violins.'
-        ].join(' ')
-    },
-    innerboxlinecolor: {
-        valType: 'color',
-        role: 'style',
-        editType: 'style',
-        description: 'Sets the inner box plot bounding line color.'
-    },
-    innerboxfillcolor: {
-        valType: 'color',
-        role: 'style',
-        editType: 'style',
-        description: 'Sets the inner box plot fill color.'
-    },
-    innerboxlinewidth: {
-        valType: 'number',
-        min: 0,
-        role: 'style',
-        editType: 'style',
-        description: 'Sets the inner box plot bounding line width.'
+    box: {
+        visible: {
+            valType: 'boolean',
+            dflt: false,
+            role: 'info',
+            editType: 'plot',
+            description: [
+                'Determines if an miniature box plot is drawn inside the violins. '
+            ].join(' ')
+        },
+        width: {
+            valType: 'number',
+            min: 0,
+            max: 1,
+            dflt: 0.25,
+            role: 'info',
+            editType: 'plot',
+            description: [
+                'Sets the width of the inner box plots relative to',
+                'the violins\' width.',
+                'For example, with 1, the inner box plots are as wide as the violins.'
+            ].join(' ')
+        },
+        fillcolor: {
+            valType: 'color',
+            role: 'style',
+            editType: 'style',
+            description: 'Sets the inner box plot fill color.'
+        },
+        line: {
+            color: {
+                valType: 'color',
+                role: 'style',
+                editType: 'style',
+                description: 'Sets the inner box plot bounding line color.'
+            },
+            width: {
+                valType: 'number',
+                min: 0,
+                role: 'style',
+                editType: 'style',
+                description: 'Sets the inner box plot bounding line width.'
+            }
+        }
     },
 
-    showmeanline: {
-        valType: 'boolean',
-        dflt: false,
-        role: 'info',
-        editType: 'plot',
-        description: [
-            'Determines if a line corresponding to the sample\'s mean is shown',
-            'inside the violins.',
-            'If `showinnerbox` is turned on, the mean line is drawn inside the inner box.',
-            'Otherwise, the mean line is drawn from one side of the violin to other.'
-        ].join(' ')
-    },
-    meanlinecolor: {
-        valType: 'color',
-        role: 'style',
-        editType: 'style',
-        description: 'Sets the mean line color.'
-    },
-    meanlinewidth: {
-        valType: 'number',
-        min: 0,
-        role: 'style',
-        editType: 'style',
-        description: 'Sets the mean line width.'
+    meanline: {
+        visible: {
+            valType: 'boolean',
+            dflt: false,
+            role: 'info',
+            editType: 'plot',
+            description: [
+                'Determines if a line corresponding to the sample\'s mean is shown',
+                'inside the violins.',
+                'If `box.visible` is turned on, the mean line is drawn inside the inner box.',
+                'Otherwise, the mean line is drawn from one side of the violin to other.'
+            ].join(' ')
+        },
+        color: {
+            valType: 'color',
+            role: 'style',
+            editType: 'style',
+            description: 'Sets the mean line color.'
+        },
+        width: {
+            valType: 'number',
+            min: 0,
+            role: 'style',
+            editType: 'style',
+            description: 'Sets the mean line width.'
+        }
     },
 
     side: {
diff --git a/src/traces/violin/defaults.js b/src/traces/violin/defaults.js
index 6209ada8d98..e47480c1b9b 100644
--- a/src/traces/violin/defaults.js
+++ b/src/traces/violin/defaults.js
@@ -41,25 +41,15 @@ module.exports = function supplyDefaults(traceIn, traceOut, defaultColor, layout
 
     boxDefaults.handlePointsDefaults(traceIn, traceOut, coerce, {prefix: ''});
 
-    var show;
-
-    var innerBoxWidth = coerce2('innerboxwidth');
-    var innerBoxFillColor = coerce2('innerboxfillcolor', fillColor);
-    var innerBoxLineColor = coerce2('innerboxlinecolor', lineColor);
-    var innerBoxLineWidth = coerce2('innerboxlinewidth', lineWidth);
-    show = coerce('showinnerbox', Boolean(innerBoxWidth || innerBoxFillColor || innerBoxLineColor || innerBoxLineWidth));
-    if(!show) {
-        delete traceOut.innerboxwidth;
-        delete traceOut.innerboxfillcolor;
-        delete traceOut.innerboxlinecolor;
-        delete traceOut.innerboxlinewidth;
-    }
-
-    var meanLineColor = coerce2('meanlinecolor', lineColor);
-    var meanLineWidth = coerce2('meanlinewidth', lineWidth);
-    show = coerce('showmeanline', Boolean(meanLineColor || meanLineWidth));
-    if(!show) {
-        delete traceOut.meanlinecolor;
-        delete traceOut.meanlinewidth;
-    }
+    var boxWidth = coerce2('box.width');
+    var boxFillColor = coerce2('box.fillcolor', fillColor);
+    var boxLineColor = coerce2('box.line.color', lineColor);
+    var boxLineWidth = coerce2('box.line.width', lineWidth);
+    var boxVisible = coerce('box.visible', Boolean(boxWidth || boxFillColor || boxLineColor || boxLineWidth));
+    if(!boxVisible) delete traceOut.box;
+
+    var meanLineColor = coerce2('meanline.color', lineColor);
+    var meanLineWidth = coerce2('meanline.width', lineWidth);
+    var meanLineVisible = coerce('meanline.visible', Boolean(meanLineColor || meanLineWidth));
+    if(!meanLineVisible) delete traceOut.meanline;
 };
diff --git a/src/traces/violin/plot.js b/src/traces/violin/plot.js
index 36333b28710..afec439dda0 100644
--- a/src/traces/violin/plot.js
+++ b/src/traces/violin/plot.js
@@ -60,6 +60,8 @@ module.exports = function plot(gd, plotinfo, cd) {
         var hasBothSides = trace.side === 'both';
         var hasPositiveSide = hasBothSides || trace.side === 'positive';
         var hasNegativeSide = hasBothSides || trace.side === 'negative';
+        var hasBox = trace.box && trace.box.visible;
+        var hasMeanLine = trace.meanline && trace.meanline.visible;
         var groupStats = fullLayout._violinScaleGroupStats[trace.scalegroup];
 
         sel.selectAll('path.violin')
@@ -128,28 +130,28 @@ module.exports = function plot(gd, plotinfo, cd) {
                 pathSel.attr('d', path);
 
                 // save a few things used in getPositionOnKdePath, getKdeValue
-                // on hover and for showmeanline
+                // on hover and for meanline draw block below
                 d.posCenterPx = posCenterPx;
                 d.posDensityScale = scale * bdPos;
                 d.path = pathSel.node();
                 d.pathLength = d.path.getTotalLength() / (hasBothSides ? 2 : 1);
             });
 
-        if(trace.showinnerbox) {
-            var innerBoxWidth = trace.innerboxwidth;
-            var innerBoxLineWidth = trace.innerboxlinewidth;
+        if(hasBox) {
+            var boxWidth = trace.box.width;
+            var boxLineWidth = trace.box.line.width;
             var bdPosScaled;
             var bPosPxOffset;
 
             if(hasBothSides) {
-                bdPosScaled = bdPos * innerBoxWidth;
+                bdPosScaled = bdPos * boxWidth;
                 bPosPxOffset = 0;
             } else if(hasPositiveSide) {
-                bdPosScaled = [0, bdPos * innerBoxWidth / 2];
-                bPosPxOffset = -innerBoxLineWidth;
+                bdPosScaled = [0, bdPos * boxWidth / 2];
+                bPosPxOffset = -boxLineWidth;
             } else {
-                bdPosScaled = [bdPos * innerBoxWidth / 2, 0];
-                bPosPxOffset = innerBoxLineWidth;
+                bdPosScaled = [bdPos * boxWidth / 2, 0];
+                bPosPxOffset = boxLineWidth;
             }
 
             // do not draw whiskers on inner boxes
@@ -161,10 +163,8 @@ module.exports = function plot(gd, plotinfo, cd) {
                 bPosPxOffset: bPosPxOffset
             });
 
-            // if both showinnerbox and showmeanline are turned on, show mean
-            // line inside inner box
-
-            if(trace.showmeanline) {
+            // if both box and meanline are visible, show mean line inside box
+            if(hasMeanLine) {
                 boxPlot.plotBoxMean(sel, {pos: posAxis, val: valAxis}, trace, {
                     bPos: bPos,
                     bdPos: bdPosScaled,
@@ -173,7 +173,7 @@ module.exports = function plot(gd, plotinfo, cd) {
             }
         }
         else {
-            if(trace.showmeanline) {
+            if(hasMeanLine) {
                 sel.selectAll('path.mean')
                     .data(Lib.identity)
                     .enter().append('path')
diff --git a/src/traces/violin/style.js b/src/traces/violin/style.js
index 8a962794b83..a3f0c2d8db0 100644
--- a/src/traces/violin/style.js
+++ b/src/traces/violin/style.js
@@ -19,6 +19,10 @@ module.exports = function style(gd) {
         .each(function(d) {
             var trace = d[0].trace;
             var sel = d3.select(this);
+            var box = trace.box || {};
+            var boxLine = box.line || {};
+            var meanline = trace.meanline || {};
+            var meanLineWidth = meanline.width;
 
             sel.selectAll('path.violin')
                 .style('stroke-width', trace.line.width + 'px')
@@ -26,20 +30,18 @@ module.exports = function style(gd) {
                 .call(Color.fill, trace.fillcolor);
 
             sel.selectAll('path.box')
-                .style('stroke-width', trace.innerboxlinewidth + 'px')
-                .call(Color.stroke, trace.innerboxlinecolor)
-                .call(Color.fill, trace.innerboxfillcolor);
+                .style('stroke-width', boxLine.width + 'px')
+                .call(Color.stroke, boxLine.color)
+                .call(Color.fill, box.fillcolor);
 
             sel.selectAll('g.points path')
                 .call(Drawing.pointStyle, trace, gd);
 
-            var meanLineWidth = trace.meanlinewidth;
-
             sel.selectAll('path.mean')
                 .style({
                     'stroke-width': meanLineWidth + 'px',
                     'stroke-dasharray': (2 * meanLineWidth) + 'px,' + meanLineWidth + 'px'
                 })
-                .call(Color.stroke, trace.meanlinecolor);
+                .call(Color.stroke, meanline.color);
         });
 };
diff --git a/test/image/mocks/violin_non-linear.json b/test/image/mocks/violin_non-linear.json
index 0012201c0a9..e299a68dc83 100644
--- a/test/image/mocks/violin_non-linear.json
+++ b/test/image/mocks/violin_non-linear.json
@@ -13,7 +13,7 @@
         "orientation": "h",
         "xcalendar": "discworld",
         "name": "discworld dates",
-        "showinnerbox": true,
+        "box": {"visible": true},
         "xaxis": "x",
         "yaxis": "y"
     }, {
@@ -29,7 +29,7 @@
         ],
         "orientation": "h",
         "name": "categories",
-        "showinnerbox": true,
+        "box": {"visible": true},
         "xaxis": "x2",
         "yaxis": "y2"
         
diff --git a/test/image/mocks/violin_old-faithful.json b/test/image/mocks/violin_old-faithful.json
index 690392489ba..9c7239b5a44 100644
--- a/test/image/mocks/violin_old-faithful.json
+++ b/test/image/mocks/violin_old-faithful.json
@@ -3,7 +3,7 @@
 		"type": "violin",
 		"points": "all",
 		"name": "Old Faithful",
-		"showmeanline": true,
+		"meanline": {"visible": true},
         "y": [79, 54, 74, 62, 85, 55, 88, 85, 51, 85, 54, 84, 78, 47, 83, 52, 62, 84, 52, 79, 51, 47, 78, 69, 74, 83, 55, 76, 78, 79, 73, 77, 66, 80, 74, 52, 48, 80, 59, 90, 80, 58, 84, 58, 73, 83, 64, 53, 82, 59, 75, 90, 54, 80, 54, 83, 71, 64, 77, 81, 59, 84, 48, 82, 60, 92, 78, 78, 65, 73, 82, 56, 79, 71, 62, 76, 60, 78, 76, 83, 75, 82, 70, 65, 73, 88, 76, 80, 48, 86, 60, 90, 50, 78, 63, 72, 84, 75, 51, 82, 62, 88, 49, 83, 81, 47, 84, 52, 86, 81, 75, 59, 89, 79, 59, 81, 50, 85, 59, 87, 53, 69, 77, 56, 88, 81, 45, 82, 55, 90, 45, 83, 56, 89, 46, 82, 51, 86, 53, 79, 81, 60, 82, 77, 76, 59, 80, 49, 96, 53, 77, 77, 65, 81, 71, 70, 81, 93, 53, 89, 45, 86, 58, 78, 66, 76, 63, 88, 52, 93, 49, 57, 77, 68, 81, 81, 73, 50, 85, 74, 55, 77, 83, 83, 51, 78, 84, 46, 83, 55, 81, 57, 76, 84, 77, 81, 87, 77, 51, 78, 60, 82, 91, 53, 78, 46, 77, 84, 49, 83, 71, 80, 49, 75, 64, 76, 53, 94, 55, 76, 50, 82, 54, 75, 78, 79, 78, 78, 70, 79, 70, 54, 86, 50, 90, 54, 54, 77, 79, 64, 75, 47, 86, 63, 85, 82, 57, 82, 67, 74, 54, 83, 73, 73, 88, 80, 71, 83, 56, 79, 78, 84, 58, 83, 43, 60, 75, 81, 46, 90, 46, 74 ]
     }]
 }
diff --git a/test/image/mocks/violin_side-by-side.json b/test/image/mocks/violin_side-by-side.json
index 056861b03ea..140170adb0a 100644
--- a/test/image/mocks/violin_side-by-side.json
+++ b/test/image/mocks/violin_side-by-side.json
@@ -16,16 +16,20 @@
     },
     "data": [
         {
-            "hoveron": "points+kde",
             "text": "sample length: 32",
-            "showmeanline": true,
+            "hoveron": "points+kde",
+            "meanline": {
+                "visible": true
+            },
             "legendgroup": "F",
             "scalegroup": "F",
             "points": "all",
             "pointpos": 1,
+            "box": {
+                "visible": true
+            },
             "jitter": 0,
             "scalemode": "count",
-            "showinnerbox": true,
             "marker": {
                 "line": {
                     "width": 2,
@@ -81,16 +85,20 @@
             "orientation": "h"
         },
         {
-            "hoveron": "points+kde",
             "text": "sample length: 30",
-            "showmeanline": true,
+            "hoveron": "points+kde",
+            "meanline": {
+                "visible": true
+            },
             "legendgroup": "M",
             "scalegroup": "M",
             "points": "all",
             "pointpos": -0.6,
+            "box": {
+                "visible": true
+            },
             "jitter": 0,
             "scalemode": "count",
-            "showinnerbox": true,
             "marker": {
                 "line": {
                     "width": 2,
@@ -144,16 +152,20 @@
             "orientation": "h"
         },
         {
-            "hoveron": "points+kde",
             "text": "sample length: 9",
-            "showmeanline": true,
+            "hoveron": "points+kde",
+            "meanline": {
+                "visible": true
+            },
             "legendgroup": "F",
             "scalegroup": "F",
             "points": "all",
             "pointpos": 0.4,
+            "box": {
+                "visible": true
+            },
             "jitter": 0,
             "scalemode": "count",
-            "showinnerbox": true,
             "marker": {
                 "line": {
                     "width": 2,
@@ -186,16 +198,20 @@
             "orientation": "h"
         },
         {
-            "hoveron": "points+kde",
             "text": "sample length: 10",
-            "showmeanline": true,
+            "hoveron": "points+kde",
+            "meanline": {
+                "visible": true
+            },
             "legendgroup": "M",
             "scalegroup": "M",
             "points": "all",
             "pointpos": -0.3,
+            "box": {
+                "visible": true
+            },
             "jitter": 0,
             "scalemode": "count",
-            "showinnerbox": true,
             "marker": {
                 "line": {
                     "width": 2,
@@ -229,16 +245,20 @@
             "orientation": "h"
         },
         {
-            "hoveron": "points+kde",
             "text": "sample length: 28",
-            "showmeanline": true,
+            "hoveron": "points+kde",
+            "meanline": {
+                "visible": true
+            },
             "legendgroup": "F",
             "scalegroup": "F",
             "points": "all",
             "pointpos": 0.55,
+            "box": {
+                "visible": true
+            },
             "jitter": 0,
             "scalemode": "count",
-            "showinnerbox": true,
             "marker": {
                 "line": {
                     "width": 2,
@@ -290,16 +310,20 @@
             "orientation": "h"
         },
         {
-            "hoveron": "points+kde",
             "text": "sample length: 59",
-            "showmeanline": true,
+            "hoveron": "points+kde",
+            "meanline": {
+                "visible": true
+            },
             "legendgroup": "M",
             "scalegroup": "M",
             "points": "all",
             "pointpos": -1.1,
+            "box": {
+                "visible": true
+            },
             "jitter": 0,
             "scalemode": "count",
-            "showinnerbox": true,
             "marker": {
                 "line": {
                     "width": 2,
@@ -382,16 +406,20 @@
             "orientation": "h"
         },
         {
-            "hoveron": "points+kde",
             "text": "sample length: 18",
-            "showmeanline": true,
+            "hoveron": "points+kde",
+            "meanline": {
+                "visible": true
+            },
             "legendgroup": "F",
             "scalegroup": "F",
             "points": "all",
             "pointpos": 0.45,
+            "box": {
+                "visible": true
+            },
             "jitter": 0,
             "scalemode": "count",
-            "showinnerbox": true,
             "marker": {
                 "line": {
                     "width": 2,
@@ -433,16 +461,20 @@
             "orientation": "h"
         },
         {
-            "hoveron": "points+kde",
             "text": "sample length: 58",
-            "showmeanline": true,
+            "hoveron": "points+kde",
+            "meanline": {
+                "visible": true
+            },
             "legendgroup": "M",
             "scalegroup": "M",
             "points": "all",
             "pointpos": -0.9,
+            "box": {
+                "visible": true
+            },
             "jitter": 0,
             "scalemode": "count",
-            "showinnerbox": true,
             "marker": {
                 "line": {
                     "width": 2,
diff --git a/test/jasmine/tests/violin_test.js b/test/jasmine/tests/violin_test.js
index f417072417a..755d2b20e19 100644
--- a/test/jasmine/tests/violin_test.js
+++ b/test/jasmine/tests/violin_test.js
@@ -103,26 +103,28 @@ describe('Test violin defaults', function() {
         expect(traceOut.spanmode).toBe('soft');
     });
 
-    it('should default show* attributes when one of their corresponding style attributes is set & valid', function() {
+    it('should default *.visible attributes when one of their corresponding style attributes is set & valid', function() {
         _supply({
             y: [1, 2, 1],
-            innerboxwidth: 0.1,
-            meanlinecolor: 'red'
+            box: { width: 0.1 },
+            meanline: { color: 'red' }
         });
-        expect(traceOut.showinnerbox).toBe(true);
-        expect(traceOut.showmeanline).toBe(true);
+        expect(traceOut.box.visible).toBe(true);
+        expect(traceOut.meanline.visible).toBe(true);
 
         _supply({
             y: [1, 2, 1],
-            showinnerbox: false,
-            showmeanline: false,
-            innerboxwidth: 0.1,
-            meanlinecolor: 'red'
+            box: {
+                visible: false,
+                width: 0.1
+            },
+            meanline: {
+                visible: false,
+                color: 'red'
+            }
         });
-        expect(traceOut.showinnerbox).toBe(false);
-        expect(traceOut.innerboxwidth).toBeUndefined();
-        expect(traceOut.showmeanline).toBe(false);
-        expect(traceOut.meanlinecolor).toBeUndefined();
+        expect(traceOut.box).toBeUndefined();
+        expect(traceOut.meanline).toBeUndefined();
     });
 
     it('should use violin style settings to default inner style attribute', function() {
@@ -130,14 +132,14 @@ describe('Test violin defaults', function() {
             y: [1, 2, 1],
             fillcolor: 'red',
             line: {color: 'blue', width: 10},
-            showinnerbox: true,
-            showmeanline: true,
+            box: {visible: true},
+            meanline: {visible: true}
         });
-        expect(traceOut.innerboxfillcolor).toBe('red');
-        expect(traceOut.innerboxlinecolor).toBe('blue');
-        expect(traceOut.innerboxlinewidth).toBe(10);
-        expect(traceOut.meanlinecolor).toBe('blue');
-        expect(traceOut.meanlinewidth).toBe(10);
+        expect(traceOut.box.fillcolor).toBe('red');
+        expect(traceOut.box.line.color).toBe('blue');
+        expect(traceOut.box.line.width).toBe(10);
+        expect(traceOut.meanline.color).toBe('blue');
+        expect(traceOut.meanline.width).toBe(10);
     });
 });
 
@@ -275,7 +277,7 @@ describe('Test violin hover:', function() {
         desc: 'with mean',
         patch: function(fig) {
             fig.data.forEach(function(trace) {
-                trace.showmeanline = true;
+                trace.meanline = {visible: true};
             });
             return fig;
         },

From 3c9e0a04e83af41189702debb6295cd9930fea8f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Wed, 1 Nov 2017 12:08:22 -0400
Subject: [PATCH 23/25] add violin style mock

- that :lock: custom bandwidth and some box style settings.
---
 test/image/baselines/violin_style.png | Bin 0 -> 34457 bytes
 test/image/mocks/violin_style.json    | 507 ++++++++++++++++++++++++++
 2 files changed, 507 insertions(+)
 create mode 100644 test/image/baselines/violin_style.png
 create mode 100644 test/image/mocks/violin_style.json

diff --git a/test/image/baselines/violin_style.png b/test/image/baselines/violin_style.png
new file mode 100644
index 0000000000000000000000000000000000000000..60e47221c550d2bacde66a7cd77b87fb5aeca53e
GIT binary patch
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diff --git a/test/image/mocks/violin_style.json b/test/image/mocks/violin_style.json
new file mode 100644
index 00000000000..b7e5462be33
--- /dev/null
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+                    "color": "black"
+                },
+                "width": 0.01
+            }
+        }
+    ]
+}

From ea66dea36c2ed871a116d2e9ebf800668b81fee4 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Wed, 1 Nov 2017 12:33:39 -0400
Subject: [PATCH 24/25] add editType to new violin attr containers

---
 src/traces/violin/attributes.js | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/src/traces/violin/attributes.js b/src/traces/violin/attributes.js
index ed9bbb8243c..6f7540cf7a2 100644
--- a/src/traces/violin/attributes.js
+++ b/src/traces/violin/attributes.js
@@ -180,8 +180,10 @@ module.exports = {
                 role: 'style',
                 editType: 'style',
                 description: 'Sets the inner box plot bounding line width.'
-            }
-        }
+            },
+            editType: 'style'
+        },
+        editType: 'plot'
     },
 
     meanline: {
@@ -209,7 +211,8 @@ module.exports = {
             role: 'style',
             editType: 'style',
             description: 'Sets the mean line width.'
-        }
+        },
+        editType: 'plot'
     },
 
     side: {

From 789121ca9ef42d74f4d343254b59a52c4e6081a3 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Etienne=20T=C3=A9treault-Pinard?= <etienne@plot.ly>
Date: Wed, 1 Nov 2017 13:24:19 -0400
Subject: [PATCH 25/25] update violin layout attr descriptions

---
 src/traces/violin/layout_attributes.js | 27 ++++++++++++++++++++++----
 1 file changed, 23 insertions(+), 4 deletions(-)

diff --git a/src/traces/violin/layout_attributes.js b/src/traces/violin/layout_attributes.js
index 09c06616641..4b6fd09596e 100644
--- a/src/traces/violin/layout_attributes.js
+++ b/src/traces/violin/layout_attributes.js
@@ -9,10 +9,29 @@
 'use strict';
 
 var boxLayoutAttrs = require('../box/layout_attributes');
+var extendFlat = require('../../lib').extendFlat;
 
-// TODO update descriptions
 module.exports = {
-    violinmode: boxLayoutAttrs.boxmode,
-    violingap: boxLayoutAttrs.boxgap,
-    violingroupgap: boxLayoutAttrs.boxgroupgap
+    violinmode: extendFlat({}, boxLayoutAttrs.boxmode, {
+        description: [
+            'Determines how violins at the same location coordinate',
+            'are displayed on the graph.',
+            'If *group*, the violins are plotted next to one another',
+            'centered around the shared location.',
+            'If *overlay*, the violins are plotted over one another,',
+            'you might need to set *opacity* to see them multiple violins.'
+        ].join(' ')
+    }),
+    violingap: extendFlat({}, boxLayoutAttrs.boxgap, {
+        description: [
+            'Sets the gap (in plot fraction) between violins of',
+            'adjacent location coordinates.'
+        ].join(' ')
+    }),
+    violingroupgap: extendFlat({}, boxLayoutAttrs.boxgroupgap, {
+        description: [
+            'Sets the gap (in plot fraction) between violins of',
+            'the same location coordinate.'
+        ].join(' ')
+    })
 };