From a234668c7af2e2409052fe06817f939b931dad5f Mon Sep 17 00:00:00 2001 From: krassowski Date: Sat, 27 Jan 2018 16:34:52 -0100 Subject: [PATCH 1/6] Implement notched box plots, closes #2286 --- src/traces/box/attributes.js | 22 ++ src/traces/box/calc.js | 7 + src/traces/box/defaults.js | 3 + src/traces/box/plot.js | 24 +- test/image/baselines/box_horz_notched.png | Bin 0 -> 31025 bytes test/image/baselines/box_notched.png | Bin 0 -> 29194 bytes test/image/mocks/box_horz_notched.json | 287 ++++++++++++++++++++++ test/image/mocks/box_notched.json | 283 +++++++++++++++++++++ 8 files changed, 622 insertions(+), 4 deletions(-) create mode 100644 test/image/baselines/box_horz_notched.png create mode 100644 test/image/baselines/box_notched.png create mode 100644 test/image/mocks/box_horz_notched.json create mode 100644 test/image/mocks/box_notched.json diff --git a/src/traces/box/attributes.js b/src/traces/box/attributes.js index 9d5d45247ff..2b2fcaccc7a 100644 --- a/src/traces/box/attributes.js +++ b/src/traces/box/attributes.js @@ -85,6 +85,28 @@ module.exports = { 'For example, with 1, the whiskers are as wide as the box(es).' ].join(' ') }, + notched: { + valType: 'boolean', + dflt: false, + role: 'style', + editType: 'calcIfAutorange', + description: [ + 'Determines whether or not notches should be drawn.' + ].join(' ') + }, + notchwidth: { + valType: 'number', + min: 0, + max: 1, + dflt: 0.5, + role: 'style', + editType: 'calcIfAutorange', + description: [ + 'Sets the width of the notches relative to', + 'the box\' width.', + 'For example, with 1, the whiskers are as wide as the box(es).' + ].join(' ') + }, boxpoints: { valType: 'enumerated', values: ['all', 'outliers', 'suspectedoutliers', false], diff --git a/src/traces/box/calc.js b/src/traces/box/calc.js index 93532067058..688f2ba419f 100644 --- a/src/traces/box/calc.js +++ b/src/traces/box/calc.js @@ -111,6 +111,13 @@ module.exports = function calc(gd, trace) { cdi.lo = 4 * cdi.q1 - 3 * cdi.q3; cdi.uo = 4 * cdi.q3 - 3 * cdi.q1; + + // lower and upper notches ~95% Confidence Intervals for median + var iqr = cdi.q3 - cdi.q1; + var mci = 1.57 * iqr / Math.sqrt(bvLen); + cdi.ln = cdi.med - mci; + cdi.un = cdi.med + mci; + cd.push(cdi); } } diff --git a/src/traces/box/defaults.js b/src/traces/box/defaults.js index ff69dcec01d..2709b4c2612 100644 --- a/src/traces/box/defaults.js +++ b/src/traces/box/defaults.js @@ -29,6 +29,9 @@ function supplyDefaults(traceIn, traceOut, defaultColor, layout) { coerce('whiskerwidth'); coerce('boxmean'); + coerce('notched'); + coerce('notchwidth'); + handlePointsDefaults(traceIn, traceOut, coerce, {prefix: 'box'}); } diff --git a/src/traces/box/plot.js b/src/traces/box/plot.js index 6c2864ac1ca..5cd23c409f4 100644 --- a/src/traces/box/plot.js +++ b/src/traces/box/plot.js @@ -101,6 +101,8 @@ function plotBoxAndWhiskers(sel, axes, trace, t) { var wdPos = t.wdPos || 0; var bPosPxOffset = t.bPosPxOffset || 0; var whiskerWidth = trace.whiskerwidth || 0; + var notched = trace.notched || false; + var nw = notched ? trace.notchwidth : 1; // to support for one-sided box var bdPos0; @@ -125,6 +127,8 @@ function plotBoxAndWhiskers(sel, axes, trace, t) { 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 posm0 = posAxis.c2p(pos + bPos - bdPos0 * nw, true) + bPosPxOffset; + var posm1 = posAxis.c2p(pos + bPos + bdPos1 * nw, 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 @@ -135,18 +139,30 @@ function plotBoxAndWhiskers(sel, axes, trace, t) { ); var lf = valAxis.c2p(trace.boxpoints === false ? d.min : d.lf, true); var uf = valAxis.c2p(trace.boxpoints === false ? d.max : d.uf, true); + var ln = valAxis.c2p(d.ln, true); + var un = valAxis.c2p(d.un, 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' + m + ',' + posm0 + 'V' + posm1 + // median line + 'M' + q1 + ',' + pos0 + 'V' + pos1 + // left edge + (((notched === true)) ? 'H' + ln + 'L' + m + ',' + posm1 + 'L' + un + ',' + pos1 : '') + // top notched edge + 'H' + q3 + // end of the top edge + 'V' + pos0 + // right edge + (((notched === true)) ? 'H' + un + 'L' + m + ',' + posm0 + 'L' + ln + ',' + pos0 : '') + // bottom notched edge + 'Z' + // end of the 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' + posm0 + ',' + m + 'H' + posm1 + // median line + 'M' + pos0 + ',' + q1 + 'H' + pos1 + // top of the box + (((notched === true)) ? 'V' + ln + 'L' + posm1 + ',' + m + 'L' + pos1 + ',' + un : '') + // notched right edge + 'V' + q3 + // end of the right edge + 'H' + pos0 + // bottom of the box + (((notched === true)) ? 'V' + un + 'L' + posm0 + ',' + m + 'L' + pos0 + ',' + ln : '') + // notched left edge + 'Z' + // end of the 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)); diff --git a/test/image/baselines/box_horz_notched.png b/test/image/baselines/box_horz_notched.png new file mode 100644 index 0000000000000000000000000000000000000000..3904c3a680d407abcfd2d380347ef03fb75a374b GIT binary patch literal 31025 zcmeFa2UL^W*7s`{RJw?Qh;*eYf{`X5(xpg?ln|9BB1B3cbd;tbMGz1}l_mm-bb$aG zlq#TzQlL-~7+%V0LTk)l5+~vuOvPoA#~mjPB2A zl@il<@R9pEe-roKSJ$(5`sI#2DsevQhbXyP(nRuG*x%b9txUV{vV=!N!`9T?G_vjC zSL2;7KTpDdz1Lc2s^2`$@#pa5;&pPm$LPj7X<+@6;v}i~g-X!2|E-W+`%drL&7it# z4{NY$82hU$C~;W}gTvsvfBxVdn<}cB^7b*-C*szI+JKwY?5z~$R?<%t*;+#?LC5gJej5vRDUvP zb8(4A!M4|}k;F%8y$zKr`*}x$b^?5;?+=cTc#kF`>en@EyynCLXe&>dAj3wo4Z1_m z<}P$833grHDB4^I+DTZb-!NEFxN)~2cbKA$B}&0+_9?rJ2W+hp+Z$O_W|1fB>b-{D znw#WbzkWSjEm8JKW@%`2+q`nvUGGZ<+xpOB(eyKV(skvtRilA6&8{v~<+WkKowcBy zNgKnOI@(O3JDySW(e^sKo&?+MTLrgQMEB1xQ%>$V!LEwB5ZaNYE1LNY4A$P-skk6P zYf=uNd9HsAVHx`|gz%1cU+se?U-k)pniL8ZzWI|%*6%D0*!WS3KP2ArbMgClIFD;w 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z!Hz!04b?qEmu`whqP}r293qgfj1Oce8v)&5=Shghx3}F*RtQ)c^chc0O?BX}C=9lgIOte0_cZdClqbtbuQeD=W7*qFT}JuRW{Qv9UvsiFWNKA*IHjX-ih& z?=;AtOe;MyGO-JqMu%z4tf9H_&tPqj(=5ds(G>R zG{@Y`R7@Hf@)II2G>rx0mF1M!?c(c7mrEQ{>^~Ta?I9V8b5j@Gxesz3HAw=i6r-Hy z&pUHut4k6FdxbP;kqaO{qJaN!B;5GtUEyE;dx8Is0kSgwyAJ-JjKLOB<1qmh4cDjs R@Qp_z1z8oDEGZ-J{{b88` Date: Mon, 29 Jan 2018 16:31:55 -0100 Subject: [PATCH 2/6] Address 3/4 of @alexcjohnson's comments on notches --- src/traces/box/defaults.js | 4 ++-- src/traces/box/plot.js | 8 ++++---- test/image/baselines/box_horz_notched.png | Bin 31025 -> 31475 bytes test/image/mocks/box_horz_notched.json | 3 +++ 4 files changed, 9 insertions(+), 6 deletions(-) diff --git a/src/traces/box/defaults.js b/src/traces/box/defaults.js index 2709b4c2612..cbf2ea284a7 100644 --- a/src/traces/box/defaults.js +++ b/src/traces/box/defaults.js @@ -29,8 +29,8 @@ function supplyDefaults(traceIn, traceOut, defaultColor, layout) { coerce('whiskerwidth'); coerce('boxmean'); - coerce('notched'); - coerce('notchwidth'); + var notched = coerce('notched'); + if(notched) coerce('notchwidth'); handlePointsDefaults(traceIn, traceOut, coerce, {prefix: 'box'}); } diff --git a/src/traces/box/plot.js b/src/traces/box/plot.js index 5cd23c409f4..8df96eb606c 100644 --- a/src/traces/box/plot.js +++ b/src/traces/box/plot.js @@ -146,10 +146,10 @@ function plotBoxAndWhiskers(sel, axes, trace, t) { d3.select(this).attr('d', 'M' + m + ',' + posm0 + 'V' + posm1 + // median line 'M' + q1 + ',' + pos0 + 'V' + pos1 + // left edge - (((notched === true)) ? 'H' + ln + 'L' + m + ',' + posm1 + 'L' + un + ',' + pos1 : '') + // top notched edge + (notched ? 'H' + ln + 'L' + m + ',' + posm1 + 'L' + un + ',' + pos1 : '') + // top notched edge 'H' + q3 + // end of the top edge 'V' + pos0 + // right edge - (((notched === true)) ? 'H' + un + 'L' + m + ',' + posm0 + 'L' + ln + ',' + pos0 : '') + // bottom notched edge + (notched ? 'H' + un + 'L' + m + ',' + posm0 + 'L' + ln + ',' + pos0 : '') + // bottom notched edge 'Z' + // end of the box 'M' + q1 + ',' + posc + 'H' + lf + 'M' + q3 + ',' + posc + 'H' + uf + // whiskers ((whiskerWidth === 0) ? '' : // whisker caps @@ -158,10 +158,10 @@ function plotBoxAndWhiskers(sel, axes, trace, t) { d3.select(this).attr('d', 'M' + posm0 + ',' + m + 'H' + posm1 + // median line 'M' + pos0 + ',' + q1 + 'H' + pos1 + // top of the box - (((notched === true)) ? 'V' + ln + 'L' + posm1 + ',' + m + 'L' + pos1 + ',' + un : '') + // notched right edge + (notched ? 'V' + ln + 'L' + posm1 + ',' + m + 'L' + pos1 + ',' + un : '') + // notched right edge 'V' + q3 + // end of the right edge 'H' + pos0 + // bottom of the box - (((notched === true)) ? 'V' + un + 'L' + posm0 + ',' + m + 'L' + pos0 + ',' + ln : '') + // notched left edge + (notched ? 'V' + un + 'L' + posm0 + ',' + m + 'L' + pos0 + ',' + ln : '') + // notched left edge 'Z' + // end of the box 'M' + posc + ',' + q1 + 'V' + lf + 'M' + posc + ',' + q3 + 'V' + uf + // whiskers ((whiskerWidth === 0) ? 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b/test/image/mocks/box_horz_notched.json index 0fb6d4df661..7e5af30cee0 100644 --- a/test/image/mocks/box_horz_notched.json +++ b/test/image/mocks/box_horz_notched.json @@ -282,6 +282,9 @@ }, "height":598, "width":1080, + "margin":{ + "l":110 + }, "autosize":true } } From 453d3294a6f4ebc6ff24c77c2c90a6debbdffa52 Mon Sep 17 00:00:00 2001 From: krassowski Date: Tue, 30 Jan 2018 15:41:00 -0100 Subject: [PATCH 3/6] Implement 'smarter' notched/notchwidth default I deliberately removed `"notched":true` in one of test box traces so it is (indirectly) tested --- src/traces/box/attributes.js | 1 - src/traces/box/defaults.js | 2 +- test/image/mocks/box_notched.json | 1 - 3 files changed, 1 insertion(+), 3 deletions(-) diff --git a/src/traces/box/attributes.js b/src/traces/box/attributes.js index 2b2fcaccc7a..4fd589a12a5 100644 --- a/src/traces/box/attributes.js +++ b/src/traces/box/attributes.js @@ -87,7 +87,6 @@ module.exports = { }, notched: { valType: 'boolean', - dflt: false, role: 'style', editType: 'calcIfAutorange', description: [ diff --git a/src/traces/box/defaults.js b/src/traces/box/defaults.js index cbf2ea284a7..0ab1d18c377 100644 --- a/src/traces/box/defaults.js +++ b/src/traces/box/defaults.js @@ -29,7 +29,7 @@ function supplyDefaults(traceIn, traceOut, defaultColor, layout) { coerce('whiskerwidth'); coerce('boxmean'); - var notched = coerce('notched'); + var notched = coerce('notched', traceIn.notchwidth !== undefined); if(notched) coerce('notchwidth'); handlePointsDefaults(traceIn, traceOut, coerce, {prefix: 'box'}); diff --git a/test/image/mocks/box_notched.json b/test/image/mocks/box_notched.json index 2685af119ac..ff2a1244d28 100644 --- a/test/image/mocks/box_notched.json +++ b/test/image/mocks/box_notched.json @@ -144,7 +144,6 @@ }, "type":"box", "name":"Notch width = 0.8", - "notched":true, "notchwidth":0.8 }, { From e621d0f2e1c6f96195c3fd93ea2d088f4d438798 Mon Sep 17 00:00:00 2001 From: krassowski Date: Tue, 30 Jan 2018 15:52:17 -0100 Subject: [PATCH 4/6] Change notchwidth convention to Matlab, d=0.25 --- src/traces/box/attributes.js | 6 +++--- src/traces/box/plot.js | 2 +- test/image/baselines/box_horz_notched.png | Bin 31475 -> 31141 bytes test/image/baselines/box_notched.png | Bin 29194 -> 28686 bytes test/image/mocks/box_horz_notched.json | 8 ++++---- test/image/mocks/box_notched.json | 8 ++++---- 6 files changed, 12 insertions(+), 12 deletions(-) diff --git a/src/traces/box/attributes.js b/src/traces/box/attributes.js index 4fd589a12a5..98aa92f6f64 100644 --- a/src/traces/box/attributes.js +++ b/src/traces/box/attributes.js @@ -97,13 +97,13 @@ module.exports = { valType: 'number', min: 0, max: 1, - dflt: 0.5, + dflt: 0.25, role: 'style', editType: 'calcIfAutorange', description: [ - 'Sets the width of the notches relative to', + 'Sets the width of the notches inversely proportional to', 'the box\' width.', - 'For example, with 1, the whiskers are as wide as the box(es).' + 'For example, with 0, the notches are as wide as the box(es).' ].join(' ') }, boxpoints: { diff --git a/src/traces/box/plot.js b/src/traces/box/plot.js index 8df96eb606c..a5f953278d9 100644 --- a/src/traces/box/plot.js +++ b/src/traces/box/plot.js @@ -102,7 +102,7 @@ function plotBoxAndWhiskers(sel, axes, trace, t) { var bPosPxOffset = t.bPosPxOffset || 0; var whiskerWidth = trace.whiskerwidth || 0; var notched = trace.notched || false; - var nw = notched ? trace.notchwidth : 1; + var nw = notched ? 1 - trace.notchwidth : 1; // to support for one-sided box var bdPos0; diff --git a/test/image/baselines/box_horz_notched.png b/test/image/baselines/box_horz_notched.png index 05115284df35281ff024b96c9802baa72d3832e8..914524043155b8acc85453513f19841952392849 100644 GIT binary patch literal 31141 zcmeFacUY6#w)PD+K&4tx5m9L>0t*o$T|`BQfKruER1|~+A|(*IN(50sr3#^l^xj(t zpg}-DIte`(sYxiIOaEqct-aSS=bZhP>-*08z5AbiExD2>&z#SE<{aZU?tARO8@igD zyN~Q9tSs%>3Cn7~b&t<8i`Ve%%}=}1SodDrQXA4( zvYsheCihl4TaO)8omW;aidx2x&$mqbEXB$?k4Gywk6pL&W7%<>g_Zpx%Ql|J7n633 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[PATCH 5/6] Set notch width range to (0, 0.5) instead of (0,1) presumably for better consistency with Matlab --- src/traces/box/attributes.js | 4 ++-- src/traces/box/plot.js | 2 +- test/image/baselines/box_horz_notched.png | Bin 31141 -> 31848 bytes test/image/baselines/box_notched.png | Bin 28686 -> 29222 bytes 4 files changed, 3 insertions(+), 3 deletions(-) diff --git a/src/traces/box/attributes.js b/src/traces/box/attributes.js index 98aa92f6f64..fdd2e6e4d7a 100644 --- a/src/traces/box/attributes.js +++ b/src/traces/box/attributes.js @@ -96,12 +96,12 @@ module.exports = { notchwidth: { valType: 'number', min: 0, - max: 1, + max: 0.5, dflt: 0.25, role: 'style', editType: 'calcIfAutorange', description: [ - 'Sets the width of the notches inversely proportional to', + 'Sets the width of the notches relative to', 'the box\' width.', 'For example, with 0, the notches are as wide as the box(es).' ].join(' ') diff --git a/src/traces/box/plot.js b/src/traces/box/plot.js index a5f953278d9..f1121f9982e 100644 --- a/src/traces/box/plot.js +++ b/src/traces/box/plot.js @@ -102,7 +102,7 @@ function plotBoxAndWhiskers(sel, axes, trace, t) { var bPosPxOffset = t.bPosPxOffset || 0; var whiskerWidth = trace.whiskerwidth || 0; var notched = trace.notched || false; - var nw = notched ? 1 - trace.notchwidth : 1; + var nw = notched ? 1 - 2 * trace.notchwidth : 1; // to support for one-sided box var bdPos0; diff --git a/test/image/baselines/box_horz_notched.png b/test/image/baselines/box_horz_notched.png index 914524043155b8acc85453513f19841952392849..1f6d737725fc0de9255d3993e8e9d413bc37ae61 100644 GIT binary patch literal 31848 zcmeFZ2UL{F+O7>4fJQ*FWDq0@CLMv4n4XZ3%U;kR zDaN^|GL(3s8^ty6W851j@LI%Nwvmo+KEMYOhb4RWtt|hNACvN7O7XG#`pU|RZJ$cg zTG426N}D`#fGSF0#A#d1k?O+;2b~*jtE_m_D z3WwaV_-j|oAG@Irb0hjkpRn*@sy@hN=NC1?|L6b{HiWP54;^B{F2+}feZ0p^j zUvBaBZsE*#f8rP!;@et>JIhqdi2j-jQ5M4`X^7*^uFch|sZPNm0~Xf_=h$-Vk^WJG zv*Rr_k&R}u%$ytr1`l-OX9wM4LmsL}&)$z9y; 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