StockCorr Manipulate

Stockcorr-manipulate.ipynb

{"nbformat_minor": 0, "cells": [{"execution_count": 3, "cell_type": "code", "source": "using Gadfly\nusing Interact\nusing Patchwork", "outputs": [{"output_type": "display_data", "data": {"text/html": "<script>(function e(t,n,r){function s(o,u){if(!n[o]){if(!t[o]){var a=typeof require==\"function\"&&require;if(!u&&a)return a(o,!0);if(i)return i(o,!0);var f=new Error(\"Cannot find module '\"+o+\"'\");throw f.code=\"MODULE_NOT_FOUND\",f}var l=n[o]={exports:{}};t[o][0].call(l.exports,function(e){var n=t[o][1][e];return s(n?n:e)},l,l.exports,e,t,n,r)}return n[o].exports}var i=typeof require==\"function\"&&require;for(var o=0;o<r.length;o++)s(r[o]);return s})({1:[function(require,module,exports){\nvar VNode = require('vtree/vnode');\nvar svg = require('virtual-hyperscript/svg');\nvar VText = require('vtree/vtext');\nvar VPatch = require('vtree/vpatch');\nvar diff = require('virtual-dom/diff');\nvar patch = require('virtual-dom/patch');\nvar createElement = require('virtual-dom/create-element');\nvar nodeIndex = require('./node-index');\nvar patchVNode = require('./patch-vnode');\nvar isArray = require('x-is-array');\nvar isVPatch = require('./is-vpatch');\n\nvar P = Patchwork = {\n    nodes: {},\n    debug: false,\n    Node: function (id, jlNode, el, renderOpts) {\n        if (typeof(el) === \"undefined\") {\n            el = document.getElementById(id)\n        }\n        this.id = id\n        this.renderOptions = renderOpts\n        if (jlNode) {\n            // Note: makes this.root\n            var vnode = P.makeVNode(jlNode)\n            P.log(\"makeVNode: \", jlNode, \"=>\", vnode)\n            this.mount(vnode, el, renderOpts)\n        }\n        P.nodes[id] = this\n    },\n    NAMESPACES: {\n        \"xhtml\": null,\n        \"svg\": \"http://www.w3.org/2000/svg\",\n        null: null,\n        undefined: null\n    },\n    refDiff: function (a, b, p) {\n        var a = P.makeVNode(a)\n            b = P.makeVNode(b)\n            p = P.makeVPatches(a, p)\n        console.log(p, diff(a, b));\n    },\n    massageProps: function (props) {\n        if (\"attributes\" in props) {\n            // we can't send undefined over JSON, so we turn nulls into undefs\n            // so that VDom calls removeAttribute on the DOM node.\n            //console.log(\"attributes \", props.attributes)\n            for (var attr in props.attributes) {\n                if (!props.attributes.hasOwnProperty(attr)) {\n                    continue\n                }\n                if (props.attributes[attr] === null) {\n                //console.log(\"remove \", attr, props.attributes[attr]);\n                    props.attributes[attr] = undefined\n                }\n            }\n        }\n        return props;\n    },\n    makeVNode: function (jlNode) {\n        if ('txt' in jlNode) return new VText(jlNode.txt);\n        var children = [],\n            props = P.massageProps(jlNode.p || {})\n\n        if (jlNode.c) {\n            for (var i = 0, l = jlNode.c.length; i < l; i++) {\n                children[i] = P.makeVNode(jlNode.c[i])\n            }\n        }\n\n        if (jlNode.n === \"svg\") {\n            return svg(jlNode.t, props, children)\n        } else {\n            var key = null\n            if (props && props.key) {\n                key = props.key\n                delete props.key\n            }\n            return new VNode(jlNode.t,\n                             props,\n                             children,\n                             key,\n                             P.NAMESPACES[jlNode.n]);\n        }\n    },\n    makeVPatches: function (root, jlPatches) {\n        var indices = [];\n        var vpatches = {a: root}\n        for (var idx in jlPatches) {\n            if (!jlPatches.hasOwnProperty(idx)) {\n                continue\n            }\n            indices.push(Number(idx))\n        }\n        nodes = nodeIndex(root, indices)\n\n        for (var idx in jlPatches) {\n            vpatches[idx] = P.makeVPatch(nodes[idx], jlPatches[idx]);\n        }\n        return vpatches\n    },\n    makeVPatch: function (vnode, jlPatch) {\n        if (isArray(jlPatch)) {\n            // multiple patches to the same VNode\n            var ps = [];\n            for (var i=0, l=jlPatch.length; i < l; i++) {\n                ps[i] = P.makeVPatch(vnode, jlPatch[i])\n            }\n            return ps\n        }\n\n        var type, patch;\n        for (var k in jlPatch) {\n            type = k;\n            patch = jlPatch[k];\n            break; // inorite?\n        }\n\n        function vpatch(p) { return new VPatch(type, vnode, p); }\n\n        switch (Number(type)) {\n        case VPatch.VTEXT:\n            return vpatch(new VText(patch));\n        case VPatch.VNODE:\n            return vpatch(P.makeVNode(patch));\n        case VPatch.PROPS:\n            patch = P.massageProps(patch)\n            if (vnode.namespace === P.NAMESPACES[\"svg\"]) {\n                patch = svg('dummy', patch, []).properties\n            }\n            return vpatch(patch);\n        case VPatch.ORDER:\n            return vpatch(patch);\n        case VPatch.INSERT:\n            return vpatch(P.makeVNode(patch));\n        case VPatch.REMOVE:\n            return vpatch(null);\n        default:\n            return null;\n        }\n    },\n    log: function () {\n        if (console && P.debug) {\n            console.log.apply(console, arguments);\n        }\n    }\n}\n\nPatchwork.Node.prototype = {\n    mount: function (vnode, outer, renderOpts) {\n        var el = createElement(vnode, renderOpts);\n        P.log(\"createElement: \", vnode, \"=>\", el)\n        outer.appendChild(el)\n        this.element = el\n        this.root = vnode;\n        return el;\n    },\n    applyPatch: function (vpatches) {\n        // apply patch to DOM nodes\n        if (!isVPatch(vpatches)) {\n            vpatches = P.makeVPatches(this.root, vpatches)\n        }\n        this.element = patch(this.element, vpatches, this.renderOptions)\n        this.root = patchVNode(this.root, vpatches)\n    }\n}\n\n\n// IJulia setup\nif (typeof(window.IPython) !== \"undefined\" && typeof(window.jQuery) !== \"undefined\") {\n    $(document).ready(function () {\n        var commMgr =  IPython.notebook.kernel.comm_manager;\n        commMgr.register_target(\"PatchStream\", function (comm, msg) {\n            var nodeId = msg.content.data.pwid;\n            comm.on_msg(function (msg) {\n                var node = P.nodes[nodeId],\n                    patches = msg.content.data\n                node.applyPatch(patches)\n                P.log(\"received patches\", patches)\n            });\n        });\n    });\n}\n\nwindow.Patchwork = Patchwork;\n\n},{\"./is-vpatch\":2,\"./node-index\":3,\"./patch-vnode\":58,\"virtual-dom/create-element\":5,\"virtual-dom/diff\":6,\"virtual-dom/patch\":23,\"virtual-hyperscript/svg\":47,\"vtree/vnode\":53,\"vtree/vpatch\":54,\"vtree/vtext\":55,\"x-is-array\":56}],2:[function(require,module,exports){\nvar version = require(\"vtree/version\")\n\nmodule.exports = isVirtualPatch\n\nfunction isVirtualPatch(x) {\n    return x && x.type === \"VirtualPatch\" && x.version === version\n}\n\n},{\"vtree/version\":52}],3:[function(require,module,exports){\nmodule.exports = nodeIndex\n\nfunction nodeIndex(tree, indices, nodes) {\n    if (!indices || indices.length === 0) {\n        return {}\n    } else {\n        indices.sort(ascending)\n        return recurse(tree, indices, nodes, 0)\n    }\n}\n\nfunction recurse(tree, indices, nodes, rootIndex) {\n    nodes = nodes || {}\n\n\n    if (tree) {\n        if (indexInRange(indices, rootIndex, rootIndex)) {\n            nodes[rootIndex] = tree\n        }\n\n        var vChildren = tree.children\n\n        if (vChildren) {\n\n            for (var i = 0; i < vChildren.length; i++) {\n                rootIndex += 1\n\n                var vChild = vChildren[i]\n                var nextIndex = rootIndex + (vChild.count || 0)\n\n                // skip recursion down the tree if there are no nodes down here\n                if (indexInRange(indices, rootIndex, nextIndex)) {\n                    recurse(vChild, indices, nodes, rootIndex)\n                }\n\n                rootIndex = nextIndex\n            }\n        }\n    } else {\n        rootIndex\n    }\n\n    return nodes\n}\n\n// Binary search for an index in the interval [left, right]\nfunction indexInRange(indices, left, right) {\n    if (indices.length === 0) {\n        return false\n    }\n\n    var minIndex = 0\n    var maxIndex = indices.length - 1\n    var currentIndex\n    var currentItem\n\n    while (minIndex <= maxIndex) {\n        currentIndex = ((maxIndex + minIndex) / 2) >> 0\n        currentItem = indices[currentIndex]\n\n        if (minIndex === maxIndex) {\n            return currentItem >= left && currentItem <= right\n        } else if (currentItem < left) {\n            minIndex = currentIndex + 1\n        } else  if (currentItem > right) {\n            maxIndex = currentIndex - 1\n        } else {\n            return true\n        }\n    }\n\n    return false;\n}\n\nfunction ascending(a, b) {\n    return a > b ? 1 : -1\n}\n\n},{}],4:[function(require,module,exports){\nmodule.exports = isObject\n\nfunction isObject(x) {\n    return typeof x === \"object\" && x !== null\n}\n\n},{}],5:[function(require,module,exports){\nvar createElement = require(\"vdom/create-element\")\n\nmodule.exports = createElement\n\n},{\"vdom/create-element\":8}],6:[function(require,module,exports){\nvar diff = require(\"vtree/diff\")\n\nmodule.exports = diff\n\n},{\"vtree/diff\":14}],7:[function(require,module,exports){\nvar isObject = require(\"is-object\")\nvar isHook = require(\"vtree/is-vhook\")\n\nmodule.exports = applyProperties\n\nfunction applyProperties(node, props, previous, renderOptions) {\n    var domNode = renderOptions && renderOptions.extractNode ?\n            renderOptions.extractNode(node) : node\n\n    for (var propName in props) {\n        var propValue = props[propName]\n\n        if (propValue === undefined) {\n            removeProperty(domNode, props, previous, propName);\n        } else if (isHook(propValue)) {\n            propValue.hook(domNode,\n                propName,\n                previous ? previous[propName] : undefined)\n        } else {\n            if (isObject(propValue)) {\n                patchObject(domNode, props, previous, propName, propValue);\n            } else if (propValue !== undefined) {\n                domNode[propName] = propValue\n            }\n        }\n    }\n}\n\nfunction removeProperty(node, props, previous, propName) {\n    if (previous) {\n        var previousValue = previous[propName]\n\n        if (!isHook(previousValue)) {\n            if (propName === \"attributes\") {\n                for (var attrName in previousValue) {\n                    node.removeAttribute(attrName)\n                }\n            } else if (propName === \"style\") {\n                for (var i in previousValue) {\n                    node.style[i] = \"\"\n                }\n            } else if (typeof previousValue === \"string\") {\n                node[propName] = \"\"\n            } else {\n                node[propName] = null\n            }\n        }\n    }\n}\n\nfunction patchObject(node, props, previous, propName, propValue) {\n    var previousValue = previous ? previous[propName] : undefined\n\n    // Set attributes\n    if (propName === \"attributes\") {\n        for (var attrName in propValue) {\n            var attrValue = propValue[attrName]\n\n            if (attrValue === undefined) {\n                node.removeAttribute(attrName)\n            } else {\n                node.setAttribute(attrName, attrValue)\n            }\n        }\n\n        return\n    }\n\n    if(previousValue && isObject(previousValue) &&\n        getPrototype(previousValue) !== getPrototype(propValue)) {\n        node[propName] = propValue\n        return\n    }\n\n    if (!isObject(node[propName])) {\n        node[propName] = {}\n    }\n\n    var replacer = propName === \"style\" ? \"\" : undefined\n\n    for (var k in propValue) {\n        var value = propValue[k]\n        node[propName][k] = (value === undefined) ? replacer : value\n    }\n}\n\nfunction getPrototype(value) {\n    if (Object.getPrototypeOf) {\n        return Object.getPrototypeOf(value)\n    } else if (value.__proto__) {\n        return value.__proto__\n    } else if (value.constructor) {\n        return value.constructor.prototype\n    }\n}\n\n},{\"is-object\":4,\"vtree/is-vhook\":17}],8:[function(require,module,exports){\nvar document = require(\"global/document\")\n\nvar applyProperties = require(\"./apply-properties\")\n\nvar isVNode = require(\"vtree/is-vnode\")\nvar isVText = require(\"vtree/is-vtext\")\nvar isWidget = require(\"vtree/is-widget\")\nvar handleThunk = require(\"vtree/handle-thunk\")\n\nmodule.exports = createElement\n\nfunction id(x) { return x }\n\nfunction createElement(vnode, opts) {\n\n    var doc = opts ? opts.document || document : document\n    var warn = opts ? opts.warn : null\n\n    vnode = handleThunk(vnode).a\n\n    if (isWidget(vnode)) {\n        return vnode.init()\n    } else if (isVText(vnode)) {\n        return doc.createTextNode(vnode.text)\n    } else if (!isVNode(vnode)) {\n        if (warn) {\n            warn(\"Item is not a valid virtual dom node\", vnode)\n        }\n        return null\n    }\n\n    var node = (vnode.namespace === null) ?\n        doc.createElement(vnode.tagName, vnode.properties.is) :\n        doc.createElementNS(vnode.namespace, vnode.tagName)\n\n    var props = vnode.properties\n    applyProperties(node, props, null, opts)\n\n    var children = vnode.children\n\n    for (var i = 0; i < children.length; i++) {\n        var childNode = createElement(children[i], opts)\n        if (childNode) {\n            node.appendChild(childNode)\n        }\n    }\n\n    return node\n}\n\n},{\"./apply-properties\":7,\"global/document\":10,\"vtree/handle-thunk\":15,\"vtree/is-vnode\":18,\"vtree/is-vtext\":19,\"vtree/is-widget\":20}],9:[function(require,module,exports){\n// Maps a virtual DOM tree onto a real DOM tree in an efficient manner.\n// We don't want to read all of the DOM nodes in the tree so we use\n// the in-order tree indexing to eliminate recursion down certain branches.\n// We only recurse into a DOM node if we know that it contains a child of\n// interest.\n\nvar noChild = {}\n\nmodule.exports = domIndex\n\nfunction domIndex(rootNode, tree, indices, nodes) {\n    if (!indices || indices.length === 0) {\n        return {}\n    } else {\n        indices.sort(ascending)\n        return recurse(rootNode, tree, indices, nodes, 0)\n    }\n}\n\nfunction recurse(rootNode, tree, indices, nodes, rootIndex) {\n    nodes = nodes || {}\n\n\n    if (rootNode) {\n        if (indexInRange(indices, rootIndex, rootIndex)) {\n            nodes[rootIndex] = rootNode\n        }\n\n        var vChildren = tree.children\n\n        if (vChildren) {\n\n            var childNodes = rootNode.childNodes\n\n            for (var i = 0; i < tree.children.length; i++) {\n                rootIndex += 1\n\n                var vChild = vChildren[i] || noChild\n                var nextIndex = rootIndex + (vChild.count || 0)\n\n                // skip recursion down the tree if there are no nodes down here\n                if (indexInRange(indices, rootIndex, nextIndex)) {\n                    recurse(childNodes[i], vChild, indices, nodes, rootIndex)\n                }\n\n                rootIndex = nextIndex\n            }\n        }\n    }\n\n    return nodes\n}\n\n// Binary search for an index in the interval [left, right]\nfunction indexInRange(indices, left, right) {\n    if (indices.length === 0) {\n        return false\n    }\n\n    var minIndex = 0\n    var maxIndex = indices.length - 1\n    var currentIndex\n    var currentItem\n\n    while (minIndex <= maxIndex) {\n        currentIndex = ((maxIndex + minIndex) / 2) >> 0\n        currentItem = indices[currentIndex]\n\n        if (minIndex === maxIndex) {\n            return currentItem >= left && currentItem <= right\n        } else if (currentItem < left) {\n            minIndex = currentIndex + 1\n        } else  if (currentItem > right) {\n            maxIndex = currentIndex - 1\n        } else {\n            return true\n        }\n    }\n\n    return false;\n}\n\nfunction ascending(a, b) {\n    return a > b ? 1 : -1\n}\n\n},{}],10:[function(require,module,exports){\n(function (global){\nvar topLevel = typeof global !== 'undefined' ? global :\n    typeof window !== 'undefined' ? window : {}\nvar minDoc = require('min-document');\n\nif (typeof document !== 'undefined') {\n    module.exports = document;\n} else {\n    var doccy = topLevel['__GLOBAL_DOCUMENT_CACHE@4'];\n\n    if (!doccy) {\n        doccy = topLevel['__GLOBAL_DOCUMENT_CACHE@4'] = minDoc;\n    }\n\n    module.exports = doccy;\n}\n\n}).call(this,typeof global !== \"undefined\" ? global : typeof self !== \"undefined\" ? self : typeof window !== \"undefined\" ? window : {})\n},{\"min-document\":60}],11:[function(require,module,exports){\nvar applyProperties = require(\"./apply-properties\")\n\nvar isWidget = require(\"vtree/is-widget\")\nvar VPatch = require(\"vtree/vpatch\")\n\nvar render = require(\"./create-element\")\nvar updateWidget = require(\"./update-widget\")\n\nmodule.exports = applyPatch\n\nfunction applyPatch(vpatch, domNode, renderOptions) {\n    var type = vpatch.type\n    var vNode = vpatch.vNode\n    var patch = vpatch.patch\n\n    switch (type) {\n        case VPatch.REMOVE:\n            return removeNode(domNode, vNode)\n        case VPatch.INSERT:\n            return insertNode(domNode, patch, renderOptions)\n        case VPatch.VTEXT:\n            return stringPatch(domNode, vNode, patch, renderOptions)\n        case VPatch.WIDGET:\n            return widgetPatch(domNode, vNode, patch, renderOptions)\n        case VPatch.VNODE:\n            return vNodePatch(domNode, vNode, patch, renderOptions)\n        case VPatch.ORDER:\n            reorderChildren(domNode, patch)\n            return domNode\n        case VPatch.PROPS:\n            applyProperties(domNode, patch, vNode.properties, renderOptions)\n            return domNode\n        case VPatch.THUNK:\n            return replaceRoot(domNode,\n                renderOptions.patch(domNode, patch, renderOptions))\n        default:\n            return domNode\n    }\n}\n\nfunction removeNode(domNode, vNode) {\n    var parentNode = domNode.parentNode\n\n    if (parentNode) {\n        parentNode.removeChild(domNode)\n    }\n\n    destroyWidget(domNode, vNode);\n\n    return null\n}\n\nfunction insertNode(parentNode, vNode, renderOptions) {\n    var newNode = render(vNode, renderOptions)\n\n    if (parentNode) {\n        parentNode.appendChild(newNode)\n    }\n\n    return parentNode\n}\n\nfunction stringPatch(domNode, leftVNode, vText, renderOptions) {\n    var newNode\n\n    if (domNode.nodeType === 3) {\n        domNode.replaceData(0, domNode.length, vText.text)\n        newNode = domNode\n    } else {\n        var parentNode = domNode.parentNode\n        newNode = render(vText, renderOptions)\n\n        if (parentNode) {\n            parentNode.replaceChild(newNode, domNode)\n        }\n    }\n\n    destroyWidget(domNode, leftVNode)\n\n    return newNode\n}\n\nfunction widgetPatch(domNode, leftVNode, widget, renderOptions) {\n    if (updateWidget(leftVNode, widget)) {\n        return widget.update(leftVNode, domNode) || domNode\n    }\n\n    var parentNode = domNode.parentNode\n    var newWidget = render(widget, renderOptions)\n\n    if (parentNode) {\n        parentNode.replaceChild(newWidget, domNode)\n    }\n\n    destroyWidget(domNode, leftVNode)\n\n    return newWidget\n}\n\nfunction vNodePatch(domNode, leftVNode, vNode, renderOptions) {\n    var parentNode = domNode.parentNode\n    var newNode = render(vNode, renderOptions)\n\n    if (parentNode) {\n        parentNode.replaceChild(newNode, domNode)\n    }\n\n    destroyWidget(domNode, leftVNode)\n\n    return newNode\n}\n\nfunction destroyWidget(domNode, w) {\n    if (typeof w.destroy === \"function\" && isWidget(w)) {\n        w.destroy(domNode)\n    }\n}\n\nfunction reorderChildren(domNode, bIndex) {\n    var children = []\n    var childNodes = domNode.childNodes\n    var len = childNodes.length\n    var i\n    var reverseIndex = bIndex.reverse\n\n    for (i = 0; i < len; i++) {\n        children.push(domNode.childNodes[i])\n    }\n\n    var insertOffset = 0\n    var move\n    var node\n    var insertNode\n    for (i = 0; i < len; i++) {\n        move = bIndex[i]\n        if (move !== undefined && move !== i) {\n            // the element currently at this index will be moved later so increase the insert offset\n            if (reverseIndex[i] > i) {\n                insertOffset++\n            }\n\n            node = children[move]\n            insertNode = childNodes[i + insertOffset] || null\n            if (node !== insertNode) {\n                domNode.insertBefore(node, insertNode)\n            }\n\n            // the moved element came from the front of the array so reduce the insert offset\n            if (move < i) {\n                insertOffset--\n            }\n        }\n\n        // element at this index is scheduled to be removed so increase insert offset\n        if (i in bIndex.removes) {\n            insertOffset++\n        }\n    }\n}\n\nfunction replaceRoot(oldRoot, newRoot) {\n    if (oldRoot && newRoot && oldRoot !== newRoot && oldRoot.parentNode) {\n        console.log(oldRoot)\n        oldRoot.parentNode.replaceChild(newRoot, oldRoot)\n    }\n\n    return newRoot;\n}\n\n},{\"./apply-properties\":7,\"./create-element\":8,\"./update-widget\":13,\"vtree/is-widget\":20,\"vtree/vpatch\":22}],12:[function(require,module,exports){\nvar document = require(\"global/document\")\nvar isArray = require(\"x-is-array\")\n\nvar domIndex = require(\"./dom-index\")\nvar patchOp = require(\"./patch-op\")\nmodule.exports = patch\n\nfunction patch(rootNode, patches, renderOptions) {\n    return patchRecursive(rootNode, patches, renderOptions)\n}\n\nfunction patchRecursive(rootNode, patches, renderOptions) {\n    var indices = patchIndices(patches)\n\n    if (indices.length === 0) {\n        return rootNode\n    }\n\n    var index = domIndex(rootNode, patches.a, indices)\n    var ownerDocument = rootNode.ownerDocument\n\n    if (!renderOptions) {\n        renderOptions = {}\n        if (ownerDocument !== document) {\n            renderOptions.document = ownerDocument\n        }\n    }\n\n    if (!renderOptions.patch) {\n        renderOptions.patch = patchRecursive\n    }\n\n    for (var i = 0; i < indices.length; i++) {\n        var nodeIndex = indices[i]\n        rootNode = applyPatch(rootNode,\n            index[nodeIndex],\n            patches[nodeIndex],\n            renderOptions)\n    }\n\n    return rootNode\n}\n\nfunction applyPatch(rootNode, domNode, patchList, renderOptions) {\n    if (!domNode) {\n        return rootNode\n    }\n\n    var newNode\n\n    if (isArray(patchList)) {\n        for (var i = 0; i < patchList.length; i++) {\n            newNode = patchOp(patchList[i], domNode, renderOptions)\n\n            if (domNode === rootNode) {\n                rootNode = newNode\n            }\n        }\n    } else {\n        newNode = patchOp(patchList, domNode, renderOptions)\n\n        if (domNode === rootNode) {\n            rootNode = newNode\n        }\n    }\n\n    return rootNode\n}\n\nfunction patchIndices(patches) {\n    var indices = []\n\n    for (var key in patches) {\n        if (key !== \"a\") {\n            indices.push(Number(key))\n        }\n    }\n\n    return indices\n}\n\n},{\"./dom-index\":9,\"./patch-op\":11,\"global/document\":10,\"x-is-array\":56}],13:[function(require,module,exports){\nvar isWidget = require(\"vtree/is-widget\")\n\nmodule.exports = updateWidget\n\nfunction updateWidget(a, b) {\n    if (isWidget(a) && isWidget(b)) {\n        if (\"name\" in a && \"name\" in b) {\n            return a.id === b.id\n        } else {\n            return a.init === b.init\n        }\n    }\n\n    return false\n}\n\n},{\"vtree/is-widget\":20}],14:[function(require,module,exports){\nvar isArray = require(\"x-is-array\")\nvar isObject = require(\"is-object\")\n\nvar VPatch = require(\"./vpatch\")\nvar isVNode = require(\"./is-vnode\")\nvar isVText = require(\"./is-vtext\")\nvar isWidget = require(\"./is-widget\")\nvar isThunk = require(\"./is-thunk\")\nvar handleThunk = require(\"./handle-thunk\")\n\nmodule.exports = diff\n\nfunction diff(a, b) {\n    var patch = { a: a }\n    walk(a, b, patch, 0)\n    return patch\n}\n\nfunction walk(a, b, patch, index) {\n    if (a === b) {\n        if (isThunk(a) || isThunk(b)) {\n            thunks(a, b, patch, index)\n        } else {\n            hooks(b, patch, index)\n        }\n        return\n    }\n\n    var apply = patch[index]\n\n    if (b == null) {\n        apply = appendPatch(apply, new VPatch(VPatch.REMOVE, a, b))\n        destroyWidgets(a, patch, index)\n    } else if (isThunk(a) || isThunk(b)) {\n        thunks(a, b, patch, index)\n    } else if (isVNode(b)) {\n        if (isVNode(a)) {\n            if (a.tagName === b.tagName &&\n                a.namespace === b.namespace &&\n                a.key === b.key) {\n                var propsPatch = diffProps(a.properties, b.properties, b.hooks)\n                if (propsPatch) {\n                    apply = appendPatch(apply,\n                        new VPatch(VPatch.PROPS, a, propsPatch))\n                }\n                apply = diffChildren(a, b, patch, apply, index)\n            } else {\n                apply = appendPatch(apply, new VPatch(VPatch.VNODE, a, b))\n                destroyWidgets(a, patch, index)\n            }\n        } else {\n            apply = appendPatch(apply, new VPatch(VPatch.VNODE, a, b))\n            destroyWidgets(a, patch, index)\n        }\n    } else if (isVText(b)) {\n        if (!isVText(a)) {\n            apply = appendPatch(apply, new VPatch(VPatch.VTEXT, a, b))\n            destroyWidgets(a, patch, index)\n        } else if (a.text !== b.text) {\n            apply = appendPatch(apply, new VPatch(VPatch.VTEXT, a, b))\n        }\n    } else if (isWidget(b)) {\n        apply = appendPatch(apply, new VPatch(VPatch.WIDGET, a, b))\n\n        if (!isWidget(a)) {\n            destroyWidgets(a, patch, index)\n        }\n    }\n\n    if (apply) {\n        patch[index] = apply\n    }\n}\n\nfunction diffProps(a, b, hooks) {\n    var diff\n\n    for (var aKey in a) {\n        if (!(aKey in b)) {\n            diff = diff || {}\n            diff[aKey] = undefined\n        }\n\n        var aValue = a[aKey]\n        var bValue = b[aKey]\n\n        if (hooks && aKey in hooks) {\n            diff = diff || {}\n            diff[aKey] = bValue\n        } else {\n            if (isObject(aValue) && isObject(bValue)) {\n                if (getPrototype(bValue) !== getPrototype(aValue)) {\n                    diff = diff || {}\n                    diff[aKey] = bValue\n                } else {\n                    var objectDiff = diffProps(aValue, bValue)\n                    if (objectDiff) {\n                        diff = diff || {}\n                        diff[aKey] = objectDiff\n                    }\n                }\n            } else if (aValue !== bValue) {\n                diff = diff || {}\n                diff[aKey] = bValue\n            }\n        }\n    }\n\n    for (var bKey in b) {\n        if (!(bKey in a)) {\n            diff = diff || {}\n            diff[bKey] = b[bKey]\n        }\n    }\n\n    return diff\n}\n\nfunction getPrototype(value) {\n    if (Object.getPrototypeOf) {\n        return Object.getPrototypeOf(value)\n    } else if (value.__proto__) {\n        return value.__proto__\n    } else if (value.constructor) {\n        return value.constructor.prototype\n    }\n}\n\nfunction diffChildren(a, b, patch, apply, index) {\n    var aChildren = a.children\n    var bChildren = reorder(aChildren, b.children)\n\n    var aLen = aChildren.length\n    var bLen = bChildren.length\n    var len = aLen > bLen ? aLen : bLen\n\n    for (var i = 0; i < len; i++) {\n        var leftNode = aChildren[i]\n        var rightNode = bChildren[i]\n        index += 1\n\n        if (!leftNode) {\n            if (rightNode) {\n                // Excess nodes in b need to be added\n                apply = appendPatch(apply,\n                    new VPatch(VPatch.INSERT, null, rightNode))\n            }\n        } else if (!rightNode) {\n            if (leftNode) {\n                // Excess nodes in a need to be removed\n                patch[index] = new VPatch(VPatch.REMOVE, leftNode, null)\n                destroyWidgets(leftNode, patch, index)\n            }\n        } else {\n            walk(leftNode, rightNode, patch, index)\n        }\n\n        if (isVNode(leftNode) && leftNode.count) {\n            index += leftNode.count\n        }\n    }\n\n    if (bChildren.moves) {\n        // Reorder nodes last\n        apply = appendPatch(apply, new VPatch(VPatch.ORDER, a, bChildren.moves))\n    }\n\n    return apply\n}\n\n// Patch records for all destroyed widgets must be added because we need\n// a DOM node reference for the destroy function\nfunction destroyWidgets(vNode, patch, index) {\n    if (isWidget(vNode)) {\n        if (typeof vNode.destroy === \"function\") {\n            patch[index] = new VPatch(VPatch.REMOVE, vNode, null)\n        }\n    } else if (isVNode(vNode) && vNode.hasWidgets) {\n        var children = vNode.children\n        var len = children.length\n        for (var i = 0; i < len; i++) {\n            var child = children[i]\n            index += 1\n\n            destroyWidgets(child, patch, index)\n\n            if (isVNode(child) && child.count) {\n                index += child.count\n            }\n        }\n    }\n}\n\n// Create a sub-patch for thunks\nfunction thunks(a, b, patch, index) {\n    var nodes = handleThunk(a, b);\n    var thunkPatch = diff(nodes.a, nodes.b)\n    if (hasPatches(thunkPatch)) {\n        patch[index] = new VPatch(VPatch.THUNK, null, thunkPatch)\n    }\n}\n\nfunction hasPatches(patch) {\n    for (var index in patch) {\n        if (index !== \"a\") {\n            return true;\n        }\n    }\n\n    return false;\n}\n\n// Execute hooks when two nodes are identical\nfunction hooks(vNode, patch, index) {\n    if (isVNode(vNode)) {\n        if (vNode.hooks) {\n            patch[index] = new VPatch(VPatch.PROPS, vNode.hooks, vNode.hooks)\n        }\n\n        if (vNode.descendantHooks) {\n            var children = vNode.children\n            var len = children.length\n            for (var i = 0; i < len; i++) {\n                var child = children[i]\n                index += 1\n\n                hooks(child, patch, index)\n\n                if (isVNode(child) && child.count) {\n                    index += child.count\n                }\n            }\n        }\n    }\n}\n\n// List diff, naive left to right reordering\nfunction reorder(aChildren, bChildren) {\n\n    var bKeys = keyIndex(bChildren)\n\n    if (!bKeys) {\n        return bChildren\n    }\n\n    var aKeys = keyIndex(aChildren)\n\n    if (!aKeys) {\n        return bChildren\n    }\n\n    var bMatch = {}, aMatch = {}\n\n    for (var key in bKeys) {\n        bMatch[bKeys[key]] = aKeys[key]\n    }\n\n    for (var key in aKeys) {\n        aMatch[aKeys[key]] = bKeys[key]\n    }\n\n    var aLen = aChildren.length\n    var bLen = bChildren.length\n    var len = aLen > bLen ? aLen : bLen\n    var shuffle = []\n    var freeIndex = 0\n    var i = 0\n    var moveIndex = 0\n    var moves = {}\n    var removes = moves.removes = {}\n    var reverse = moves.reverse = {}\n    var hasMoves = false\n\n    while (freeIndex < len) {\n        var move = aMatch[i]\n        if (move !== undefined) {\n            shuffle[i] = bChildren[move]\n            if (move !== moveIndex) {\n                moves[move] = moveIndex\n                reverse[moveIndex] = move\n                hasMoves = true\n            }\n            moveIndex++\n        } else if (i in aMatch) {\n            shuffle[i] = undefined\n            removes[i] = moveIndex++\n            hasMoves = true\n        } else {\n            while (bMatch[freeIndex] !== undefined) {\n                freeIndex++\n            }\n\n            if (freeIndex < len) {\n                var freeChild = bChildren[freeIndex]\n                if (freeChild) {\n                    shuffle[i] = freeChild\n                    if (freeIndex !== moveIndex) {\n                        hasMoves = true\n                        moves[freeIndex] = moveIndex\n                        reverse[moveIndex] = freeIndex\n                    }\n                    moveIndex++\n                }\n                freeIndex++\n            }\n        }\n        i++\n    }\n\n    if (hasMoves) {\n        shuffle.moves = moves\n    }\n\n    return shuffle\n}\n\nfunction keyIndex(children) {\n    var i, keys\n\n    for (i = 0; i < children.length; i++) {\n        var child = children[i]\n\n        if (child.key !== undefined) {\n            keys = keys || {}\n            keys[child.key] = i\n        }\n    }\n\n    return keys\n}\n\nfunction appendPatch(apply, patch) {\n    if (apply) {\n        if (isArray(apply)) {\n            apply.push(patch)\n        } else {\n            apply = [apply, patch]\n        }\n\n        return apply\n    } else {\n        return patch\n    }\n}\n\n},{\"./handle-thunk\":15,\"./is-thunk\":16,\"./is-vnode\":18,\"./is-vtext\":19,\"./is-widget\":20,\"./vpatch\":22,\"is-object\":4,\"x-is-array\":56}],15:[function(require,module,exports){\nvar isVNode = require(\"./is-vnode\")\nvar isVText = require(\"./is-vtext\")\nvar isWidget = require(\"./is-widget\")\nvar isThunk = require(\"./is-thunk\")\n\nmodule.exports = handleThunk\n\nfunction handleThunk(a, b) {\n    var renderedA = a\n    var renderedB = b\n\n    if (isThunk(b)) {\n        renderedB = renderThunk(b, a)\n    }\n\n    if (isThunk(a)) {\n        renderedA = renderThunk(a, null)\n    }\n\n    return {\n        a: renderedA,\n        b: renderedB\n    }\n}\n\nfunction renderThunk(thunk, previous) {\n    var renderedThunk = thunk.vnode\n\n    if (!renderedThunk) {\n        renderedThunk = thunk.vnode = thunk.render(previous)\n    }\n\n    if (!(isVNode(renderedThunk) ||\n            isVText(renderedThunk) ||\n            isWidget(renderedThunk))) {\n        throw new Error(\"thunk did not return a valid node\");\n    }\n\n    return renderedThunk\n}\n\n},{\"./is-thunk\":16,\"./is-vnode\":18,\"./is-vtext\":19,\"./is-widget\":20}],16:[function(require,module,exports){\nmodule.exports = isThunk\r\n\r\nfunction isThunk(t) {\r\n    return t && t.type === \"Thunk\"\r\n}\r\n\n},{}],17:[function(require,module,exports){\nmodule.exports = isHook\n\nfunction isHook(hook) {\n    return hook && typeof hook.hook === \"function\" &&\n        !hook.hasOwnProperty(\"hook\")\n}\n\n},{}],18:[function(require,module,exports){\nvar version = require(\"./version\")\n\nmodule.exports = isVirtualNode\n\nfunction isVirtualNode(x) {\n    return x && x.type === \"VirtualNode\" && x.version === version\n}\n\n},{\"./version\":21}],19:[function(require,module,exports){\nvar version = require(\"./version\")\n\nmodule.exports = isVirtualText\n\nfunction isVirtualText(x) {\n    return x && x.type === \"VirtualText\" && x.version === version\n}\n\n},{\"./version\":21}],20:[function(require,module,exports){\nmodule.exports = isWidget\n\nfunction isWidget(w) {\n    return w && w.type === \"Widget\"\n}\n\n},{}],21:[function(require,module,exports){\nmodule.exports = \"1\"\n\n},{}],22:[function(require,module,exports){\nvar version = require(\"./version\")\n\nVirtualPatch.NONE = 0\nVirtualPatch.VTEXT = 1\nVirtualPatch.VNODE = 2\nVirtualPatch.WIDGET = 3\nVirtualPatch.PROPS = 4\nVirtualPatch.ORDER = 5\nVirtualPatch.INSERT = 6\nVirtualPatch.REMOVE = 7\nVirtualPatch.THUNK = 8\n\nmodule.exports = VirtualPatch\n\nfunction VirtualPatch(type, vNode, patch) {\n    this.type = Number(type)\n    this.vNode = vNode\n    this.patch = patch\n}\n\nVirtualPatch.prototype.version = version\nVirtualPatch.prototype.type = \"VirtualPatch\"\n\n},{\"./version\":21}],23:[function(require,module,exports){\nvar patch = require(\"vdom/patch\")\n\nmodule.exports = patch\n\n},{\"vdom/patch\":12}],24:[function(require,module,exports){\nmodule.exports = AttributeHook;\n\nfunction AttributeHook(value) {\n    if (!(this instanceof AttributeHook)) {\n        return new AttributeHook(value);\n    }\n\n    this.value = value;\n}\n\nAttributeHook.prototype.hook = function (node, prop, prev) {\n    if (prev && prev.value === this.value) {\n        return;\n    }\n\n    node.setAttributeNS(null, prop, this.value)\n}\n\n},{}],25:[function(require,module,exports){\nvar DataSet = require(\"data-set\")\n\nmodule.exports = DataSetHook;\n\nfunction DataSetHook(value) {\n    if (!(this instanceof DataSetHook)) {\n        return new DataSetHook(value);\n    }\n\n    this.value = value;\n}\n\nDataSetHook.prototype.hook = function (node, propertyName) {\n    var ds = DataSet(node)\n    var propName = propertyName.substr(5)\n\n    ds[propName] = this.value;\n};\n\n},{\"data-set\":30}],26:[function(require,module,exports){\nvar DataSet = require(\"data-set\")\n\nmodule.exports = DataSetHook;\n\nfunction DataSetHook(value) {\n    if (!(this instanceof DataSetHook)) {\n        return new DataSetHook(value);\n    }\n\n    this.value = value;\n}\n\nDataSetHook.prototype.hook = function (node, propertyName) {\n    var ds = DataSet(node)\n    var propName = propertyName.substr(3)\n\n    ds[propName] = this.value;\n};\n\n},{\"data-set\":30}],27:[function(require,module,exports){\nmodule.exports = SoftSetHook;\n\nfunction SoftSetHook(value) {\n    if (!(this instanceof SoftSetHook)) {\n        return new SoftSetHook(value);\n    }\n\n    this.value = value;\n}\n\nSoftSetHook.prototype.hook = function (node, propertyName) {\n    if (node[propertyName] !== this.value) {\n        node[propertyName] = this.value;\n    }\n};\n\n},{}],28:[function(require,module,exports){\nvar VNode = require(\"vtree/vnode.js\")\nvar VText = require(\"vtree/vtext.js\")\nvar isVNode = require(\"vtree/is-vnode\")\nvar isVText = require(\"vtree/is-vtext\")\nvar isWidget = require(\"vtree/is-widget\")\nvar isHook = require(\"vtree/is-vhook\")\nvar isVThunk = require(\"vtree/is-thunk\")\nvar TypedError = require(\"error/typed\")\n\nvar parseTag = require(\"./parse-tag.js\")\nvar softSetHook = require(\"./hooks/soft-set-hook.js\")\nvar dataSetHook = require(\"./hooks/data-set-hook.js\")\nvar evHook = require(\"./hooks/ev-hook.js\")\n\nvar UnexpectedVirtualElement = TypedError({\n    type: \"virtual-hyperscript.unexpected.virtual-element\",\n    message: \"Unexpected virtual child passed to h().\\n\" +\n        \"Expected a VNode / Vthunk / VWidget / string but:\\n\" +\n        \"got a {foreignObjectStr}.\\n\" +\n        \"The parent vnode is {parentVnodeStr}.\\n\" +\n        \"Suggested fix: change your `h(..., [ ... ])` callsite.\",\n    foreignObjectStr: null,\n    parentVnodeStr: null,\n    foreignObject: null,\n    parentVnode: null\n})\n\nmodule.exports = h\n\nfunction h(tagName, properties, children) {\n    var childNodes = []\n    var tag, props, key, namespace\n\n    if (!children && isChildren(properties)) {\n        children = properties\n        props = {}\n    }\n\n    props = props || properties || {}\n    tag = parseTag(tagName, props)\n\n    // support keys\n    if (\"key\" in props) {\n        key = props.key\n        props.key = undefined\n    }\n\n    // support namespace\n    if (\"namespace\" in props) {\n        namespace = props.namespace\n        props.namespace = undefined\n    }\n\n    // fix cursor bug\n    if (tag === \"input\" &&\n        \"value\" in props &&\n        props.value !== undefined &&\n        !isHook(props.value)\n    ) {\n        props.value = softSetHook(props.value)\n    }\n\n    var keys = Object.keys(props)\n    var propName, value\n    for (var j = 0; j < keys.length; j++) {\n        propName = keys[j]\n        value = props[propName]\n        if (isHook(value)) {\n            continue\n        }\n\n        // add data-foo support\n        if (propName.substr(0, 5) === \"data-\") {\n            props[propName] = dataSetHook(value)\n        }\n\n        // add ev-foo support\n        if (propName.substr(0, 3) === \"ev-\") {\n            props[propName] = evHook(value)\n        }\n    }\n\n    if (children !== undefined && children !== null) {\n        addChild(children, childNodes, tag, props)\n    }\n\n\n    var node = new VNode(tag, props, childNodes, key, namespace)\n\n    return node\n}\n\nfunction addChild(c, childNodes, tag, props) {\n    if (typeof c === \"string\") {\n        childNodes.push(new VText(c))\n    } else if (isChild(c)) {\n        childNodes.push(c)\n    } else if (Array.isArray(c)) {\n        for (var i = 0; i < c.length; i++) {\n            addChild(c[i], childNodes, tag, props)\n        }\n    } else if (c === null || c === undefined) {\n        return\n    } else {\n        throw UnexpectedVirtualElement({\n            foreignObjectStr: JSON.stringify(c),\n            foreignObject: c,\n            parentVnodeStr: JSON.stringify({\n                tagName: tag,\n                properties: props\n            }),\n            parentVnode: {\n                tagName: tag,\n                properties: props\n            }\n        })\n    }\n}\n\nfunction isChild(x) {\n    return isVNode(x) || isVText(x) || isWidget(x) || isVThunk(x)\n}\n\nfunction isChildren(x) {\n    return typeof x === \"string\" || Array.isArray(x) || isChild(x)\n}\n\n},{\"./hooks/data-set-hook.js\":25,\"./hooks/ev-hook.js\":26,\"./hooks/soft-set-hook.js\":27,\"./parse-tag.js\":46,\"error/typed\":37,\"vtree/is-thunk\":38,\"vtree/is-vhook\":39,\"vtree/is-vnode\":40,\"vtree/is-vtext\":41,\"vtree/is-widget\":42,\"vtree/vnode.js\":44,\"vtree/vtext.js\":45}],29:[function(require,module,exports){\nmodule.exports = createHash\n\nfunction createHash(elem) {\n    var attributes = elem.attributes\n    var hash = {}\n\n    if (attributes === null || attributes === undefined) {\n        return hash\n    }\n\n    for (var i = 0; i < attributes.length; i++) {\n        var attr = attributes[i]\n\n        if (attr.name.substr(0,5) !== \"data-\") {\n            continue\n        }\n\n        hash[attr.name.substr(5)] = attr.value\n    }\n\n    return hash\n}\n\n},{}],30:[function(require,module,exports){\nvar createStore = require(\"weakmap-shim/create-store\")\nvar Individual = require(\"individual\")\n\nvar createHash = require(\"./create-hash.js\")\n\nvar hashStore = Individual(\"__DATA_SET_WEAKMAP@3\", createStore())\n\nmodule.exports = DataSet\n\nfunction DataSet(elem) {\n    var store = hashStore(elem)\n\n    if (!store.hash) {\n        store.hash = createHash(elem)\n    }\n\n    return store.hash\n}\n\n},{\"./create-hash.js\":29,\"individual\":31,\"weakmap-shim/create-store\":32}],31:[function(require,module,exports){\n(function (global){\nvar root = typeof window !== 'undefined' ?\n    window : typeof global !== 'undefined' ?\n    global : {};\n\nmodule.exports = Individual\n\nfunction Individual(key, value) {\n    if (root[key]) {\n        return root[key]\n    }\n\n    Object.defineProperty(root, key, {\n        value: value\n        , configurable: true\n    })\n\n    return value\n}\n\n}).call(this,typeof global !== \"undefined\" ? global : typeof self !== \"undefined\" ? self : typeof window !== \"undefined\" ? window : {})\n},{}],32:[function(require,module,exports){\nvar hiddenStore = require('./hidden-store.js');\n\nmodule.exports = createStore;\n\nfunction createStore() {\n    var key = {};\n\n    return function (obj) {\n        if (typeof obj !== 'object' || obj === null) {\n            throw new Error('Weakmap-shim: Key must be object')\n        }\n\n        var store = obj.valueOf(key);\n        return store && store.identity === key ?\n            store : hiddenStore(obj, key);\n    };\n}\n\n},{\"./hidden-store.js\":33}],33:[function(require,module,exports){\nmodule.exports = hiddenStore;\n\nfunction hiddenStore(obj, key) {\n    var store = { identity: key };\n    var valueOf = obj.valueOf;\n\n    Object.defineProperty(obj, \"valueOf\", {\n        value: function (value) {\n            return value !== key ?\n                valueOf.apply(this, arguments) : store;\n        },\n        writable: true\n    });\n\n    return store;\n}\n\n},{}],34:[function(require,module,exports){\nmodule.exports = function(obj) {\n    if (typeof obj === 'string') return camelCase(obj);\n    return walk(obj);\n};\n\nfunction walk (obj) {\n    if (!obj || typeof obj !== 'object') return obj;\n    if (isDate(obj) || isRegex(obj)) return obj;\n    if (isArray(obj)) return map(obj, walk);\n    return reduce(objectKeys(obj), function (acc, key) {\n        var camel = camelCase(key);\n        acc[camel] = walk(obj[key]);\n        return acc;\n    }, {});\n}\n\nfunction camelCase(str) {\n    return str.replace(/[_.-](\\w|$)/g, function (_,x) {\n        return x.toUpperCase();\n    });\n}\n\nvar isArray = Array.isArray || function (obj) {\n    return Object.prototype.toString.call(obj) === '[object Array]';\n};\n\nvar isDate = function (obj) {\n    return Object.prototype.toString.call(obj) === '[object Date]';\n};\n\nvar isRegex = function (obj) {\n    return Object.prototype.toString.call(obj) === '[object RegExp]';\n};\n\nvar has = Object.prototype.hasOwnProperty;\nvar objectKeys = Object.keys || function (obj) {\n    var keys = [];\n    for (var key in obj) {\n        if (has.call(obj, key)) keys.push(key);\n    }\n    return keys;\n};\n\nfunction map (xs, f) {\n    if (xs.map) return xs.map(f);\n    var res = [];\n    for (var i = 0; i < xs.length; i++) {\n        res.push(f(xs[i], i));\n    }\n    return res;\n}\n\nfunction reduce (xs, f, acc) {\n    if (xs.reduce) return xs.reduce(f, acc);\n    for (var i = 0; i < xs.length; i++) {\n        acc = f(acc, xs[i], i);\n    }\n    return acc;\n}\n\n},{}],35:[function(require,module,exports){\nvar nargs = /\\{([0-9a-zA-Z]+)\\}/g\nvar slice = Array.prototype.slice\n\nmodule.exports = template\n\nfunction template(string) {\n    var args\n\n    if (arguments.length === 2 && typeof arguments[1] === \"object\") {\n        args = arguments[1]\n    } else {\n        args = slice.call(arguments, 1)\n    }\n\n    if (!args || !args.hasOwnProperty) {\n        args = {}\n    }\n\n    return string.replace(nargs, function replaceArg(match, i, index) {\n        var result\n\n        if (string[index - 1] === \"{\" &&\n            string[index + match.length] === \"}\") {\n            return i\n        } else {\n            result = args.hasOwnProperty(i) ? args[i] : null\n            if (result === null || result === undefined) {\n                return \"\"\n            }\n\n            return result\n        }\n    })\n}\n\n},{}],36:[function(require,module,exports){\nmodule.exports = extend\n\nfunction extend(target) {\n    for (var i = 1; i < arguments.length; i++) {\n        var source = arguments[i]\n\n        for (var key in source) {\n            if (source.hasOwnProperty(key)) {\n                target[key] = source[key]\n            }\n        }\n    }\n\n    return target\n}\n\n},{}],37:[function(require,module,exports){\nvar camelize = require(\"camelize\")\nvar template = require(\"string-template\")\nvar extend = require(\"xtend/mutable\")\n\nmodule.exports = TypedError\n\nfunction TypedError(args) {\n    if (!args) {\n        throw new Error(\"args is required\");\n    }\n    if (!args.type) {\n        throw new Error(\"args.type is required\");\n    }\n    if (!args.message) {\n        throw new Error(\"args.message is required\");\n    }\n\n    var message = args.message\n\n    if (args.type && !args.name) {\n        var errorName = camelize(args.type) + \"Error\"\n        args.name = errorName[0].toUpperCase() + errorName.substr(1)\n    }\n\n    createError.type = args.type;\n    createError._name = args.name;\n\n    return createError;\n\n    function createError(opts) {\n        var result = new Error()\n\n        Object.defineProperty(result, \"type\", {\n            value: result.type,\n            enumerable: true,\n            writable: true,\n            configurable: true\n        })\n\n        var options = extend({}, args, opts)\n\n        extend(result, options)\n        result.message = template(message, options)\n\n        return result\n    }\n}\n\n\n},{\"camelize\":34,\"string-template\":35,\"xtend/mutable\":36}],38:[function(require,module,exports){\nmodule.exports=require(16)\n},{\"/home/shashi/.julia/v0.3/Patchwork/runtime/node_modules/virtual-dom/node_modules/vtree/is-thunk.js\":16}],39:[function(require,module,exports){\nmodule.exports=require(17)\n},{\"/home/shashi/.julia/v0.3/Patchwork/runtime/node_modules/virtual-dom/node_modules/vtree/is-vhook.js\":17}],40:[function(require,module,exports){\nmodule.exports=require(18)\n},{\"./version\":43,\"/home/shashi/.julia/v0.3/Patchwork/runtime/node_modules/virtual-dom/node_modules/vtree/is-vnode.js\":18}],41:[function(require,module,exports){\nmodule.exports=require(19)\n},{\"./version\":43,\"/home/shashi/.julia/v0.3/Patchwork/runtime/node_modules/virtual-dom/node_modules/vtree/is-vtext.js\":19}],42:[function(require,module,exports){\nmodule.exports=require(20)\n},{\"/home/shashi/.julia/v0.3/Patchwork/runtime/node_modules/virtual-dom/node_modules/vtree/is-widget.js\":20}],43:[function(require,module,exports){\nmodule.exports=require(21)\n},{\"/home/shashi/.julia/v0.3/Patchwork/runtime/node_modules/virtual-dom/node_modules/vtree/version.js\":21}],44:[function(require,module,exports){\nvar version = require(\"./version\")\nvar isVNode = require(\"./is-vnode\")\nvar isWidget = require(\"./is-widget\")\nvar isVHook = require(\"./is-vhook\")\n\nmodule.exports = VirtualNode\n\nvar noProperties = {}\nvar noChildren = []\n\nfunction VirtualNode(tagName, properties, children, key, namespace) {\n    this.tagName = tagName\n    this.properties = properties || noProperties\n    this.children = children || noChildren\n    this.key = key != null ? String(key) : undefined\n    this.namespace = (typeof namespace === \"string\") ? namespace : null\n\n    var count = (children && children.length) || 0\n    var descendants = 0\n    var hasWidgets = false\n    var descendantHooks = false\n    var hooks\n\n    for (var propName in properties) {\n        if (properties.hasOwnProperty(propName)) {\n            var property = properties[propName]\n            if (isVHook(property)) {\n                if (!hooks) {\n                    hooks = {}\n                }\n\n                hooks[propName] = property\n            }\n        }\n    }\n\n    for (var i = 0; i < count; i++) {\n        var child = children[i]\n        if (isVNode(child)) {\n            descendants += child.count || 0\n\n            if (!hasWidgets && child.hasWidgets) {\n                hasWidgets = true\n            }\n\n            if (!descendantHooks && (child.hooks || child.descendantHooks)) {\n                descendantHooks = true\n            }\n        } else if (!hasWidgets && isWidget(child)) {\n            if (typeof child.destroy === \"function\") {\n                hasWidgets = true\n            }\n        }\n    }\n\n    this.count = count + descendants\n    this.hasWidgets = hasWidgets\n    this.hooks = hooks\n    this.descendantHooks = descendantHooks\n}\n\nVirtualNode.prototype.version = version\nVirtualNode.prototype.type = \"VirtualNode\"\n\n},{\"./is-vhook\":39,\"./is-vnode\":40,\"./is-widget\":42,\"./version\":43}],45:[function(require,module,exports){\nvar version = require(\"./version\")\n\nmodule.exports = VirtualText\n\nfunction VirtualText(text) {\n    this.text = String(text)\n}\n\nVirtualText.prototype.version = version\nVirtualText.prototype.type = \"VirtualText\"\n\n},{\"./version\":43}],46:[function(require,module,exports){\nvar classIdSplit = /([\\.#]?[a-zA-Z0-9_:-]+)/\nvar notClassId = /^\\.|#/\n\nmodule.exports = parseTag\n\nfunction parseTag(tag, props) {\n    if (!tag) {\n        return \"div\"\n    }\n\n    var noId = !(\"id\" in props)\n\n    var tagParts = tag.split(classIdSplit)\n    var tagName = null\n\n    if (notClassId.test(tagParts[1])) {\n        tagName = \"div\"\n    }\n\n    var classes, part, type, i\n    for (i = 0; i < tagParts.length; i++) {\n        part = tagParts[i]\n\n        if (!part) {\n            continue\n        }\n\n        type = part.charAt(0)\n\n        if (!tagName) {\n            tagName = part\n        } else if (type === \".\") {\n            classes = classes || []\n            classes.push(part.substring(1, part.length))\n        } else if (type === \"#\" && noId) {\n            props.id = part.substring(1, part.length)\n        }\n    }\n\n    if (classes) {\n        if (props.className) {\n            classes.push(props.className)\n        }\n\n        props.className = classes.join(\" \")\n    }\n\n    return tagName ? tagName.toLowerCase() : \"div\"\n}\n\n},{}],47:[function(require,module,exports){\nvar attributeHook = require(\"./hooks/attribute-hook.js\")\nvar h = require(\"./index.js\")\n\nvar BLACKLISTED_KEYS = {\n    \"style\": true,\n    \"namespace\": true,\n    \"key\": true\n}\nvar SVG_NAMESPACE = \"http://www.w3.org/2000/svg\"\n\nmodule.exports = svg\n\nfunction svg(tagName, properties, children) {\n    if (!children && isChildren(properties)) {\n        children = properties\n        properties = {}\n    }\n\n    properties = properties || {}\n\n    // set namespace for svg\n    properties.namespace = SVG_NAMESPACE\n\n    // for each key, if attribute & string, bool or number then\n    // convert it into a setAttribute hook\n    for (var key in properties) {\n        if (!properties.hasOwnProperty(key)) {\n            continue\n        }\n\n        if (BLACKLISTED_KEYS[key]) {\n            continue\n        }\n\n        var value = properties[key]\n        if (typeof value !== \"string\" &&\n            typeof value !== \"number\" &&\n            typeof value !== \"boolean\"\n        ) {\n            continue\n        }\n\n        properties[key] = attributeHook(value)\n    }\n\n    return h(tagName, properties, children)\n}\n\nfunction isChildren(x) {\n    return typeof x === \"string\" || Array.isArray(x)\n}\n\n},{\"./hooks/attribute-hook.js\":24,\"./index.js\":28}],48:[function(require,module,exports){\nmodule.exports=require(17)\n},{\"/home/shashi/.julia/v0.3/Patchwork/runtime/node_modules/virtual-dom/node_modules/vtree/is-vhook.js\":17}],49:[function(require,module,exports){\nmodule.exports=require(18)\n},{\"./version\":52,\"/home/shashi/.julia/v0.3/Patchwork/runtime/node_modules/virtual-dom/node_modules/vtree/is-vnode.js\":18}],50:[function(require,module,exports){\nmodule.exports=require(19)\n},{\"./version\":52,\"/home/shashi/.julia/v0.3/Patchwork/runtime/node_modules/virtual-dom/node_modules/vtree/is-vtext.js\":19}],51:[function(require,module,exports){\nmodule.exports=require(20)\n},{\"/home/shashi/.julia/v0.3/Patchwork/runtime/node_modules/virtual-dom/node_modules/vtree/is-widget.js\":20}],52:[function(require,module,exports){\nmodule.exports=require(21)\n},{\"/home/shashi/.julia/v0.3/Patchwork/runtime/node_modules/virtual-dom/node_modules/vtree/version.js\":21}],53:[function(require,module,exports){\nmodule.exports=require(44)\n},{\"./is-vhook\":48,\"./is-vnode\":49,\"./is-widget\":51,\"./version\":52,\"/home/shashi/.julia/v0.3/Patchwork/runtime/node_modules/virtual-hyperscript/node_modules/vtree/vnode.js\":44}],54:[function(require,module,exports){\nmodule.exports=require(22)\n},{\"./version\":52,\"/home/shashi/.julia/v0.3/Patchwork/runtime/node_modules/virtual-dom/node_modules/vtree/vpatch.js\":22}],55:[function(require,module,exports){\nmodule.exports=require(45)\n},{\"./version\":52,\"/home/shashi/.julia/v0.3/Patchwork/runtime/node_modules/virtual-hyperscript/node_modules/vtree/vtext.js\":45}],56:[function(require,module,exports){\nvar nativeIsArray = Array.isArray\nvar toString = Object.prototype.toString\n\nmodule.exports = nativeIsArray || isArray\n\nfunction isArray(obj) {\n    return toString.call(obj) === \"[object Array]\"\n}\n\n},{}],57:[function(require,module,exports){\nisObject = require('is-object')\n\nmodule.exports = {reorder: reorder,\n                  patchObject: patchObject}\n\nfunction reorder(array, moves) {\n    if (!arr) { return }\n    var copy = array.slice(0)\n\n    for (var i=0, l=array.length; i < l; i++) {\n        var move = moves[i]\n        if (move !== undefined) {\n            array[move] = copy[i]\n        }\n    }\n    return array\n}\n\nfunction patchObject(obj, patch) {\n    for (var key in patch) {\n        if (isObject(patch[key]) && isObject(obj[key])) {\n            obj[key] = patchObject(obj[key], patch[key]);\n        } else {\n            obj[key] = patch[key]\n        }\n    }\n}\n\n\n},{\"is-object\":4}],58:[function(require,module,exports){\nvar mutateNode = require(\"./vnode-patch-op\")\nvar isArray = require('x-is-array')\n\nmodule.exports = patchVNode\n\nfunction patchVNode(root, patches) {\n\n    linkParents(root)\n\n    for (var key in patches) {\n        if (key === \"a\") continue\n        patch = patches[key]\n        if (isArray(patch)) {\n\n            for (var i=0, l=patch.length; i < l; i++) {\n                mutateNode(patch[i].type, patch[i].vNode, patch[i].patch)\n            }\n        } else {\n            mutateNode(patch.type, patch.vNode, patch.patch)\n        }\n    }\n\n    return root\n}\n\nfunction linkParents(vNode) {\n    if (!vNode || !vNode.children) { return }\n\n    var children = vNode.children\n    for (var i=0, l=children.length; i < l; i++) {\n        children[i].up = vNode\n        linkParents(children[i])\n    }\n}\n\n},{\"./vnode-patch-op\":59,\"x-is-array\":56}],59:[function(require,module,exports){\nvar isWidget = require(\"vtree/is-widget\")\nvar isVText = require(\"vtree/is-vtext\")\nvar VPatch = require(\"vtree/vpatch\")\nvar patchUtil = require(\"./patch-util.js\")\n\nmodule.exports = applyPatch\n\nfunction applyPatch(type, vNode, patch) {\n\n    switch (type) {\n        case VPatch.REMOVE:\n            return removeNode(vNode)\n        case VPatch.INSERT:\n            return insertNode(vNode, patch)\n        case VPatch.VTEXT:\n            return stringPatch(vNode, patch)\n        case VPatch.VNODE:\n            return vNodePatch(vNode, patch)\n        case VPatch.ORDER:\n            patchUtil.reorder(vNode.children, patch)\n            return vNode\n        case VPatch.PROPS:\n            patchUtil.patchObject(vNode.properties, patch)\n            return vNode\n        default:\n            return vNode\n    }\n}\n\nfunction offsetCount(node, count) {\n    if (!node) { return }\n    if (node.count !== undefined) {\n        node.count = node.count + count\n        offsetCount(node.up, count)\n    } else {\n        node.count = count\n    }\n}\n\nfunction removeNode(node) {\n    if (!node) { return }\n    var count = node.count,\n        up = node.up\n\n    var idx = up.children.indexOf(node)\n    if (idx > -1) {\n        up.children.splice(idx, 1)\n        var count = 0\n        if (isVText(node)) {\n            count = -1\n        } else {\n            count = -node.count - 1\n        }\n        offsetCount(up, count)\n    }\n    delete node\n\n    return null\n}\n\nfunction insertNode(node, child) {\n    node.children.push(child)\n    var count = 0\n    if (isVText(child)) {\n        count = 1\n    } else {\n        count = child.count + 1\n    }\n    offsetCount(node, count)\n    child.up = node\n    return node\n}\n\nfunction stringPatch(node, patch) {\n    node.text = patch.text\n    return node\n}\n\nfunction vNodePatch(node, patch) {\n    var up = node.up\n    if (!up) {\n        // copy over the patch to the root node\n        for (key in patch) {\n            if (!patch.hasOwnProperty(key)) continue\n            node[key] = patch[key]\n        }\n        return\n    }\n    var idx = up.children.indexOf(node),\n        count = patch.count || 0\n\n    if (idx > -1) {\n        up.children[idx] = patch\n        if (node.count != count) {\n            offsetCount(up, count - node.count)\n        }\n    }\n\n    return node\n}\n\n},{\"./patch-util.js\":57,\"vtree/is-vtext\":50,\"vtree/is-widget\":51,\"vtree/vpatch\":54}],60:[function(require,module,exports){\n\n},{}]},{},[1]);\n</script>"}, "metadata": {}}], "metadata": {"collapsed": false, "trusted": true}}, {"execution_count": 4, "cell_type": "code", "source": "function stockcorr(c)\n\n    ## Correlated asset information\n    CurrentPrice = [78. 102.]     # Initial Prices of the two stocks\n    Corr = [1. c; c 1.]       # Correlation Matrix\n    T = 500                       # Number of days to simulate = 2years = 500days\n    n = 10000                     # Number of simulations\n    dt = 1/250                    # Time step (1year = 250days)\n    Div=[0.01 0.01]               # Dividend\n    Vol=[0.2 0.3]                 # Volatility\n\n    ## Market Information\n    r = 0.03                      # Risk-free rate\n\n    ## Define storages\n    SimulPriceA = zeros(T,n)      # Simulated Price of Asset A\n    SimulPriceA[1,:] = CurrentPrice[1]\n    SimulPriceB = zeros(T,n)      # Simulated Price of Asset B\n    SimulPriceB[1,:] = CurrentPrice[2]\n\n    ## Generating the paths of stock prices by Geometric Brownian Motion\n    UpperTriangle=chol(Corr)      # UpperTriangle Matrix by Cholesky decomposition\n\n    for i = 1:n\n       Wiener = randn(T-1,2)\n       CorrWiener = Wiener*UpperTriangle\n       for j = 2:T\n          SimulPriceA[j,i] = SimulPriceA[j-1,i]*exp((r-Div[1]-Vol[1]^2/2)*dt+Vol[1]*sqrt(dt)*CorrWiener[j-1,1])\n          SimulPriceB[j,i] = SimulPriceB[j-1,i]*exp((r-Div[2]-Vol[2]^2/2)*dt+Vol[2]*sqrt(dt)*CorrWiener[j-1,2])\n       end\n    end\n\n    return (SimulPriceA, SimulPriceB)\nend", "outputs": [{"execution_count": 4, "output_type": "execute_result", "data": {"text/plain": "stockcorr (generic function with 1 method)"}, "metadata": {}}], "metadata": {"collapsed": false, "trusted": true}}, {"source": "### Correlated price simulations\n\nThe `stockcorr(c)` function simulates 10,000 pairs of a corelated series of prices (for time `t=1 to 500`). The following plot shows one such pair. The correlation factor can also be changed interactively.", "cell_type": "markdown", "metadata": {}}, {"execution_count": 16, "cell_type": "code", "source": "@manipulate for correlation=0.1:0.1:1, sample=1:10000 \n    a,b = stockcorr(correlation)\n    plot( \n    layer(x=collect(1:500),y=a[:, sample], Geom.line),\n        layer(x=collect(1:500),y=b[:, sample], Geom.line),\n        Guide.xlabel(\"Time\"), Guide.ylabel(\"Price\"),\n        Guide.title(\"A pair of correlated stock prices\"),\n    )\nend", "outputs": [{"output_type": "display_data", "data": {"text/plain": "Interact.Slider{Float64}([Reactive.Input{Float64}] 0.5,\"correlation\",0.5,0.1:0.1:1.0)", "text/html": ""}, "metadata": {}}, {"output_type": "display_data", "data": {"text/plain": "Interact.Slider{Int64}([Reactive.Input{Int64}] 5000,\"sample\",5000,1:10000)", "text/html": ""}, "metadata": {}}, {"execution_count": 16, "output_type": "execute_result", "data": {"image/png": 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factory(Snap);\n        });\n    } else {\n        // Browser globals (glob is window)\n        // Snap adds itself to window\n        glob.Gadfly = factory(glob.Snap);\n    }\n}(this, function (Snap) {\n\nvar Gadfly = {};\n\n// Get an x/y coordinate value in pixels\nvar xPX = function(fig, x) {\n    var client_box = fig.node.getBoundingClientRect();\n    return x * fig.node.viewBox.baseVal.width / client_box.width;\n};\n\nvar yPX = function(fig, y) {\n    var client_box = fig.node.getBoundingClientRect();\n    return y * fig.node.viewBox.baseVal.height / client_box.height;\n};\n\n\nSnap.plugin(function (Snap, Element, Paper, global) {\n    // Traverse upwards from a snap element to find and return the first\n    // note with the \"plotroot\" class.\n    Element.prototype.plotroot = function () {\n        var element = this;\n        while (!element.hasClass(\"plotroot\") && element.parent() != null) {\n            element = element.parent();\n        }\n        return element;\n    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best_tickscale);\n        var mark_inscale_gridlines = function (element, i) {\n            var inscale = element.attr(\"gadfly:scale\") == best_tickscale;\n            element.attribute(\"gadfly:inscale\", inscale);\n            element.attr(\"visibility\", inscale ? \"visible\" : \"hidden\");\n        };\n\n        var mark_inscale_labels = function (element, i) {\n            var inscale = element.attr(\"gadfly:scale\") == best_tickscale;\n            element.attribute(\"gadfly:inscale\", inscale);\n            element.attr(\"visibility\", inscale ? \"visible\" : \"hidden\");\n        };\n\n        root.select(\".\" + axis + \"gridlines\").selectAll(\"path\").forEach(mark_inscale_gridlines);\n        root.select(\".\" + axis + \"labels\").selectAll(\"text\").forEach(mark_inscale_labels);\n    }\n};\n\n\nvar set_plot_pan_zoom = function(root, tx, ty, scale) {\n    var old_scale = root.data(\"scale\");\n    var bounds = root.plotbounds();\n\n    var width = bounds.x1 - bounds.x0,\n        height = bounds.y1 - bounds.y0;\n\n    // compute the viewport derived from tx, ty, and scale\n    var x_min = -width * scale - (scale * width - width),\n        x_max = width * scale,\n        y_min = -height * scale - (scale * height - height),\n        y_max = height * scale;\n\n    var x0 = bounds.x0 - scale * bounds.x0,\n        y0 = bounds.y0 - scale * bounds.y0;\n\n    var tx = Math.max(Math.min(tx - x0, x_max), x_min),\n        ty = Math.max(Math.min(ty - y0, y_max), y_min);\n\n    tx += x0;\n    ty += y0;\n\n    // when the scale change, we may need to alter which set of\n    // ticks is being displayed\n    if (scale != old_scale) {\n        update_tickscale(root, scale, \"x\");\n        update_tickscale(root, scale, \"y\");\n    }\n\n    set_geometry_transform(root, tx, ty, scale);\n\n    root.data(\"scale\", scale);\n    root.data(\"tx\", tx);\n    root.data(\"ty\", ty);\n};\n\n\nvar scale_centered_translation = function(root, scale) {\n    var bounds = root.plotbounds();\n\n    var width = bounds.x1 - bounds.x0,\n        height = bounds.y1 - bounds.y0;\n\n    var tx0 = root.data(\"tx\"),\n        ty0 = root.data(\"ty\");\n\n    var scale0 = root.data(\"scale\");\n\n    // how off from center the current view is\n    var xoff = tx0 - (bounds.x0 * (1 - scale0) + (width * (1 - scale0)) / 2),\n        yoff = ty0 - (bounds.y0 * (1 - scale0) + (height * (1 - scale0)) / 2);\n\n    // rescale offsets\n    xoff = xoff * scale / scale0;\n    yoff = yoff * scale / scale0;\n\n    // adjust for the panel position being scaled\n    var x_edge_adjust = bounds.x0 * (1 - scale),\n        y_edge_adjust = bounds.y0 * (1 - scale);\n\n    return {\n        x: xoff + x_edge_adjust + (width - width * scale) / 2,\n        y: yoff + y_edge_adjust + (height - height * scale) / 2\n    };\n};\n\n\n// Initialize data for panning zooming if it isn't already.\nvar init_pan_zoom = function(root) {\n    if (root.data(\"zoompan-ready\")) {\n        return;\n    }\n\n    // The non-scaling-stroke trick. Rather than try to correct for the\n    // stroke-width when zooming, we force it to a fixed value.\n    var px_per_mm = root.node.getCTM().a;\n\n    // Drag events report deltas in pixels, which we'd like to convert to\n    // millimeters.\n    root.data(\"px_per_mm\", px_per_mm);\n\n    root.selectAll(\"path\")\n        .forEach(function (element, i) {\n        sw = element.asPX(\"stroke-width\") * px_per_mm;\n        if (sw > 0) {\n            element.attribute(\"stroke-width\", sw);\n            element.attribute(\"vector-effect\", \"non-scaling-stroke\");\n        }\n    });\n\n    // Store ticks labels original tranformation\n    root.selectAll(\".xlabels > text, .ylabels > text\")\n        .forEach(function (element, i) {\n            var lm = element.transform().localMatrix;\n            element.data(\"static_transform\",\n                new Snap.Matrix(lm.a, lm.b, lm.c, lm.d, lm.e, lm.f));\n        });\n\n    var xgridlines = root.select(\".xgridlines\");\n    var ygridlines = root.select(\".ygridlines\");\n    var xlabels = root.select(\".xlabels\");\n    var ylabels = root.select(\".ylabels\");\n\n    if (root.data(\"tx\") === undefined) root.data(\"tx\", 0);\n    if (root.data(\"ty\") === undefined) root.data(\"ty\", 0);\n    if (root.data(\"scale\") === undefined) root.data(\"scale\", 1.0);\n    if (root.data(\"xtickscales\") === undefined) {\n\n        // index all the tick scales that are listed\n        var xtickscales = {};\n        var ytickscales = {};\n        var add_x_tick_scales = function (element, i) {\n            xtickscales[element.attribute(\"gadfly:scale\")] = true;\n        };\n        var add_y_tick_scales = function (element, i) {\n            ytickscales[element.attribute(\"gadfly:scale\")] = true;\n        };\n\n        if (xgridlines) xgridlines.selectAll(\"path\").forEach(add_x_tick_scales);\n        if (ygridlines) ygridlines.selectAll(\"path\").forEach(add_y_tick_scales);\n        if (xlabels) xlabels.selectAll(\"text\").forEach(add_x_tick_scales);\n        if (ylabels) ylabels.selectAll(\"text\").forEach(add_y_tick_scales);\n\n        root.data(\"xtickscales\", xtickscales);\n        root.data(\"ytickscales\", ytickscales);\n        root.data(\"xtickscale\", 1.0);\n    }\n\n    var min_scale = 1.0, max_scale = 1.0;\n    for (scale in xtickscales) {\n        min_scale = Math.min(min_scale, scale);\n        max_scale = Math.max(max_scale, scale);\n    }\n    for (scale in ytickscales) {\n        min_scale = Math.min(min_scale, scale);\n        max_scale = Math.max(max_scale, scale);\n    }\n    root.data(\"min_scale\", min_scale);\n    root.data(\"max_scale\", max_scale);\n\n    // store the original positions of labels\n    if (xlabels) {\n        xlabels.selectAll(\"text\")\n               .forEach(function (element, i) {\n                   element.data(\"x\", element.asPX(\"x\"));\n               });\n    }\n\n    if (ylabels) {\n        ylabels.selectAll(\"text\")\n               .forEach(function (element, i) {\n                   element.data(\"y\", element.asPX(\"y\"));\n               });\n    }\n\n    // mark grid lines and ticks as in or out of scale.\n    var mark_inscale = function (element, i) {\n        element.attribute(\"gadfly:inscale\", element.attribute(\"gadfly:scale\") == 1.0);\n    };\n\n    if (xgridlines) xgridlines.selectAll(\"path\").forEach(mark_inscale);\n    if (ygridlines) ygridlines.selectAll(\"path\").forEach(mark_inscale);\n    if (xlabels) xlabels.selectAll(\"text\").forEach(mark_inscale);\n    if (ylabels) ylabels.selectAll(\"text\").forEach(mark_inscale);\n\n    // figure out the upper ond lower bounds on panning using the maximum\n    // and minum grid lines\n    var bounds = root.plotbounds();\n    var pan_bounds = {\n        x0: 0.0,\n        y0: 0.0,\n        x1: 0.0,\n        y1: 0.0\n    };\n\n    if (xgridlines) {\n        xgridlines\n            .selectAll(\"path\")\n            .forEach(function (element, i) {\n                if (element.attribute(\"gadfly:inscale\") == \"true\") {\n                    var bbox = element.node.getBBox();\n                    if (bounds.x1 - bbox.x < pan_bounds.x0) {\n                        pan_bounds.x0 = bounds.x1 - bbox.x;\n                    }\n                    if (bounds.x0 - bbox.x > pan_bounds.x1) {\n                        pan_bounds.x1 = bounds.x0 - bbox.x;\n                    }\n                    element.attr(\"visibility\", \"visible\");\n                }\n            });\n    }\n\n    if (ygridlines) {\n        ygridlines\n            .selectAll(\"path\")\n            .forEach(function (element, i) {\n                if (element.attribute(\"gadfly:inscale\") == \"true\") {\n                    var bbox = element.node.getBBox();\n                    if (bounds.y1 - bbox.y < pan_bounds.y0) {\n                        pan_bounds.y0 = bounds.y1 - bbox.y;\n                    }\n                    if (bounds.y0 - bbox.y > pan_bounds.y1) {\n                        pan_bounds.y1 = bounds.y0 - bbox.y;\n                    }\n                    element.attr(\"visibility\", \"visible\");\n                }\n            });\n    }\n\n    // nudge these values a little\n    pan_bounds.x0 -= 5;\n    pan_bounds.x1 += 5;\n    pan_bounds.y0 -= 5;\n    pan_bounds.y1 += 5;\n    root.data(\"pan_bounds\", pan_bounds);\n\n    root.data(\"zoompan-ready\", true)\n};\n\n\n// drag actions, i.e. zooming and panning\nvar pan_action = {\n    start: function(root, x, y, event) {\n        root.data(\"dx\", 0);\n        root.data(\"dy\", 0);\n        root.data(\"tx0\", root.data(\"tx\"));\n        root.data(\"ty0\", root.data(\"ty\"));\n    },\n    update: function(root, dx, dy, x, y, event) {\n        var px_per_mm = root.data(\"px_per_mm\");\n        dx /= px_per_mm;\n        dy /= px_per_mm;\n\n        var tx0 = root.data(\"tx\"),\n            ty0 = root.data(\"ty\");\n\n        var dx0 = root.data(\"dx\"),\n            dy0 = root.data(\"dy\");\n\n        root.data(\"dx\", dx);\n        root.data(\"dy\", dy);\n\n        dx = dx - dx0;\n        dy = dy - dy0;\n\n        var tx = tx0 + dx,\n            ty = ty0 + dy;\n\n        set_plot_pan_zoom(root, tx, ty, root.data(\"scale\"));\n    },\n    end: function(root, event) {\n\n    },\n    cancel: function(root) {\n        set_plot_pan_zoom(root, root.data(\"tx0\"), root.data(\"ty0\"), root.data(\"scale\"));\n    }\n};\n\nvar zoom_box;\nvar zoom_action = {\n    start: function(root, x, y, event) {\n        var bounds = root.plotbounds();\n        var width = bounds.x1 - bounds.x0,\n            height = bounds.y1 - bounds.y0;\n        var ratio = width / height;\n        var xscalable = root.hasClass(\"xscalable\"),\n            yscalable = root.hasClass(\"yscalable\");\n        var px_per_mm = root.data(\"px_per_mm\");\n        x = xscalable ? x / px_per_mm : bounds.x0;\n        y = yscalable ? y / px_per_mm : bounds.y0;\n        var w = xscalable ? 0 : width;\n        var h = yscalable ? 0 : height;\n        zoom_box = root.rect(x, y, w, h).attr({\n            \"fill\": \"#000\",\n            \"opacity\": 0.25\n        });\n        zoom_box.data(\"ratio\", ratio);\n    },\n    update: function(root, dx, dy, x, y, event) {\n        var xscalable = root.hasClass(\"xscalable\"),\n            yscalable = root.hasClass(\"yscalable\");\n        var px_per_mm = root.data(\"px_per_mm\");\n        var bounds = root.plotbounds();\n        if (yscalable) {\n            y /= px_per_mm;\n            y = Math.max(bounds.y0, y);\n            y = Math.min(bounds.y1, y);\n        } else {\n            y = bounds.y1;\n        }\n        if (xscalable) {\n            x /= px_per_mm;\n            x = Math.max(bounds.x0, x);\n            x = Math.min(bounds.x1, x);\n        } else {\n            x = bounds.x1;\n        }\n\n        dx = x - zoom_box.attr(\"x\");\n        dy = y - zoom_box.attr(\"y\");\n        if (xscalable && yscalable) {\n            var ratio = zoom_box.data(\"ratio\");\n            var width = Math.min(Math.abs(dx), ratio * Math.abs(dy));\n            var height = Math.min(Math.abs(dy), Math.abs(dx) / ratio);\n            dx = width * dx / Math.abs(dx);\n            dy = height * dy / Math.abs(dy);\n        }\n        var xoffset = 0,\n            yoffset = 0;\n        if (dx < 0) {\n            xoffset = dx;\n            dx = -1 * dx;\n        }\n        if (dy < 0) {\n            yoffset = dy;\n            dy = -1 * dy;\n        }\n        if (isNaN(dy)) {\n            dy = 0.0;\n        }\n        if (isNaN(dx)) {\n            dx = 0.0;\n        }\n        zoom_box.transform(\"T\" + xoffset + \",\" + yoffset);\n        zoom_box.attr(\"width\", dx);\n        zoom_box.attr(\"height\", dy);\n    },\n    end: function(root, event) {\n        var xscalable = root.hasClass(\"xscalable\"),\n            yscalable = root.hasClass(\"yscalable\");\n        var zoom_bounds = zoom_box.getBBox();\n        if (zoom_bounds.width * zoom_bounds.height <= 0) {\n            return;\n        }\n        var plot_bounds = root.plotbounds();\n        var zoom_factor = 1.0;\n        if (yscalable) {\n            zoom_factor = (plot_bounds.y1 - plot_bounds.y0) / zoom_bounds.height;\n        } else {\n            zoom_factor = (plot_bounds.x1 - plot_bounds.x0) / zoom_bounds.width;\n        }\n        var tx = (root.data(\"tx\") - zoom_bounds.x) * zoom_factor + plot_bounds.x0,\n            ty = (root.data(\"ty\") - zoom_bounds.y) * zoom_factor + plot_bounds.y0;\n        set_plot_pan_zoom(root, tx, ty, root.data(\"scale\") * zoom_factor);\n        zoom_box.remove();\n    },\n    cancel: function(root) {\n        zoom_box.remove();\n    }\n};\n\n\nGadfly.guide_background_drag_onstart = function(x, y, event) {\n    var root = this.plotroot();\n    var scalable = root.hasClass(\"xscalable\") || root.hasClass(\"yscalable\");\n    var zoomable = !event.altKey && !event.ctrlKey && event.shiftKey && scalable;\n    var panable = !event.altKey && !event.ctrlKey && !event.shiftKey && scalable;\n    var drag_action = zoomable ? zoom_action :\n                      panable  ? pan_action :\n                                 undefined;\n    root.data(\"drag_action\", drag_action);\n    if (drag_action) {\n        var cancel_drag_action = function(event) {\n            if (event.which == 27) { // esc key\n                drag_action.cancel(root);\n                root.data(\"drag_action\", undefined);\n            }\n        };\n        window.addEventListener(\"keyup\", cancel_drag_action);\n        root.data(\"cancel_drag_action\", cancel_drag_action);\n        drag_action.start(root, x, y, event);\n    }\n};\n\n\nGadfly.guide_background_drag_onmove = function(dx, dy, x, y, event) {\n    var root = this.plotroot();\n    var drag_action = root.data(\"drag_action\");\n    if (drag_action) {\n        drag_action.update(root, dx, dy, x, y, event);\n    }\n};\n\n\nGadfly.guide_background_drag_onend = function(event) {\n    var root = this.plotroot();\n    window.removeEventListener(\"keyup\", root.data(\"cancel_drag_action\"));\n    root.data(\"cancel_drag_action\", undefined);\n    var drag_action = root.data(\"drag_action\");\n    if (drag_action) {\n        drag_action.end(root, event);\n    }\n    root.data(\"drag_action\", undefined);\n};\n\n\nGadfly.guide_background_scroll = function(event) {\n    if (event.shiftKey) {\n        increase_zoom_by_position(this.plotroot(), 0.001 * event.wheelDelta);\n        event.preventDefault();\n    }\n};\n\n\nGadfly.zoomslider_button_mouseover = function(event) {\n    this.select(\".button_logo\")\n         .animate({fill: this.data(\"mouseover_color\")}, 100);\n};\n\n\nGadfly.zoomslider_button_mouseout = function(event) {\n     this.select(\".button_logo\")\n         .animate({fill: this.data(\"mouseout_color\")}, 100);\n};\n\n\nGadfly.zoomslider_zoomout_click = function(event) {\n    increase_zoom_by_position(this.plotroot(), -0.1, true);\n};\n\n\nGadfly.zoomslider_zoomin_click = function(event) {\n    increase_zoom_by_position(this.plotroot(), 0.1, true);\n};\n\n\nGadfly.zoomslider_track_click = function(event) {\n    // TODO\n};\n\n\n// Map slider position x to scale y using the function y = a*exp(b*x)+c.\n// The constants a, b, and c are solved using the constraint that the function\n// should go through the points (0; min_scale), (0.5; 1), and (1; max_scale).\nvar scale_from_slider_position = function(position, min_scale, max_scale) {\n    var a = (1 - 2 * min_scale + min_scale * min_scale) / (min_scale + max_scale - 2),\n        b = 2 * Math.log((max_scale - 1) / (1 - min_scale)),\n        c = (min_scale * max_scale - 1) / (min_scale + max_scale - 2);\n    return a * Math.exp(b * position) + c;\n}\n\n// inverse of scale_from_slider_position\nvar slider_position_from_scale = function(scale, min_scale, max_scale) {\n    var a = (1 - 2 * min_scale + min_scale * min_scale) / (min_scale + max_scale - 2),\n        b = 2 * Math.log((max_scale - 1) / (1 - min_scale)),\n        c = (min_scale * max_scale - 1) / (min_scale + max_scale - 2);\n    return 1 / b * Math.log((scale - c) / a);\n}\n\nvar increase_zoom_by_position = function(root, delta_position, animate) {\n    var scale = root.data(\"scale\"),\n        min_scale = root.data(\"min_scale\"),\n        max_scale = root.data(\"max_scale\");\n    var position = slider_position_from_scale(scale, min_scale, max_scale);\n    position += delta_position;\n    scale = scale_from_slider_position(position, min_scale, max_scale);\n    set_zoom(root, scale, animate);\n}\n\nvar set_zoom = function(root, scale, animate) {\n    var min_scale = root.data(\"min_scale\"),\n        max_scale = root.data(\"max_scale\"),\n        old_scale = root.data(\"scale\");\n    var new_scale = Math.max(min_scale, Math.min(scale, max_scale));\n    if (animate) {\n        Snap.animate(\n            old_scale,\n            new_scale,\n            function (new_scale) {\n                update_plot_scale(root, new_scale);\n            },\n            200);\n    } else {\n        update_plot_scale(root, new_scale);\n    }\n}\n\n\nvar update_plot_scale = function(root, new_scale) {\n    var trans = scale_centered_translation(root, new_scale);\n    set_plot_pan_zoom(root, trans.x, trans.y, new_scale);\n\n    root.selectAll(\".zoomslider_thumb\")\n        .forEach(function (element, i) {\n            var min_pos = element.data(\"min_pos\"),\n                max_pos = element.data(\"max_pos\"),\n                min_scale = root.data(\"min_scale\"),\n                max_scale = root.data(\"max_scale\");\n            var xmid = (min_pos + max_pos) / 2;\n            var xpos = slider_position_from_scale(new_scale, min_scale, max_scale);\n            element.transform(new Snap.Matrix().translate(\n                Math.max(min_pos, Math.min(\n                         max_pos, min_pos + (max_pos - min_pos) * xpos)) - xmid, 0));\n    });\n};\n\n\nGadfly.zoomslider_thumb_dragmove = function(dx, dy, x, y, event) {\n    var root = this.plotroot();\n    var min_pos = this.data(\"min_pos\"),\n        max_pos = this.data(\"max_pos\"),\n        min_scale = root.data(\"min_scale\"),\n        max_scale = root.data(\"max_scale\"),\n        old_scale = root.data(\"old_scale\");\n\n    var px_per_mm = root.data(\"px_per_mm\");\n    dx /= px_per_mm;\n    dy /= px_per_mm;\n\n    var xmid = (min_pos + max_pos) / 2;\n    var xpos = slider_position_from_scale(old_scale, min_scale, max_scale) +\n                   dx / (max_pos - min_pos);\n\n    // compute the new scale\n    var new_scale = scale_from_slider_position(xpos, min_scale, max_scale);\n    new_scale = Math.min(max_scale, Math.max(min_scale, new_scale));\n\n    update_plot_scale(root, new_scale);\n    event.stopPropagation();\n};\n\n\nGadfly.zoomslider_thumb_dragstart = function(x, y, event) {\n    this.animate({fill: this.data(\"mouseover_color\")}, 100);\n    var root = this.plotroot();\n\n    // keep track of what the scale was when we started dragging\n    root.data(\"old_scale\", root.data(\"scale\"));\n    event.stopPropagation();\n};\n\n\nGadfly.zoomslider_thumb_dragend = function(event) {\n    this.animate({fill: this.data(\"mouseout_color\")}, 100);\n    event.stopPropagation();\n};\n\n\nvar toggle_color_class = function(root, color_class, ison) {\n    var guides = root.selectAll(\".guide.\" + color_class + \",.guide .\" + color_class);\n    var geoms = root.selectAll(\".geometry.\" + color_class + \",.geometry .\" + color_class);\n    if (ison) {\n        guides.animate({opacity: 0.5}, 250);\n        geoms.animate({opacity: 0.0}, 250);\n    } else {\n        guides.animate({opacity: 1.0}, 250);\n        geoms.animate({opacity: 1.0}, 250);\n    }\n};\n\n\nGadfly.colorkey_swatch_click = function(event) {\n    var root = this.plotroot();\n    var color_class = this.data(\"color_class\");\n\n    if (event.shiftKey) {\n        root.selectAll(\".colorkey text\")\n            .forEach(function (element) {\n                var other_color_class = element.data(\"color_class\");\n                if (other_color_class != color_class) {\n                    toggle_color_class(root, other_color_class,\n                                       element.attr(\"opacity\") == 1.0);\n                }\n            });\n    } else {\n        toggle_color_class(root, color_class, this.attr(\"opacity\") == 1.0);\n    }\n};\n\n\nreturn Gadfly;\n\n}));\n\n\n//@ sourceURL=gadfly.js\n\n(function (glob, factory) {\n    // AMD support\n      if (typeof require === \"function\" && typeof define === \"function\" && define.amd) {\n        require([\"Snap.svg\", \"Gadfly\"], function (Snap, Gadfly) {\n            factory(Snap, Gadfly);\n        });\n      } else {\n          factory(glob.Snap, glob.Gadfly);\n      }\n})(window, function (Snap, Gadfly) {\n    var fig = Snap(\"#fig-e0d86fd0f47c4a5bbb7bfa19dd4b595b\");\nfig.select(\"#fig-e0d86fd0f47c4a5bbb7bfa19dd4b595b-element-4\")\n   .init_gadfly();\nfig.select(\"#fig-e0d86fd0f47c4a5bbb7bfa19dd4b595b-element-7\")\n   .plotroot().data(\"unfocused_ygrid_color\", \"#D0D0E0\")\n;\nfig.select(\"#fig-e0d86fd0f47c4a5bbb7bfa19dd4b595b-element-7\")\n   .plotroot().data(\"focused_ygrid_color\", \"#A0A0A0\")\n;\nfig.select(\"#fig-e0d86fd0f47c4a5bbb7bfa19dd4b595b-element-8\")\n   .plotroot().data(\"unfocused_xgrid_color\", \"#D0D0E0\")\n;\nfig.select(\"#fig-e0d86fd0f47c4a5bbb7bfa19dd4b595b-element-8\")\n   .plotroot().data(\"focused_xgrid_color\", \"#A0A0A0\")\n;\nfig.select(\"#fig-e0d86fd0f47c4a5bbb7bfa19dd4b595b-element-13\")\n   .data(\"mouseover_color\", \"#CD5C5C\")\n;\nfig.select(\"#fig-e0d86fd0f47c4a5bbb7bfa19dd4b595b-element-13\")\n   .data(\"mouseout_color\", \"#6A6A6A\")\n;\nfig.select(\"#fig-e0d86fd0f47c4a5bbb7bfa19dd4b595b-element-13\")\n   .click(Gadfly.zoomslider_zoomin_click)\n.mouseenter(Gadfly.zoomslider_button_mouseover)\n.mouseleave(Gadfly.zoomslider_button_mouseout)\n;\nfig.select(\"#fig-e0d86fd0f47c4a5bbb7bfa19dd4b595b-element-15\")\n   .data(\"max_pos\", 120.42)\n;\nfig.select(\"#fig-e0d86fd0f47c4a5bbb7bfa19dd4b595b-element-15\")\n   .data(\"min_pos\", 103.42)\n;\nfig.select(\"#fig-e0d86fd0f47c4a5bbb7bfa19dd4b595b-element-15\")\n   .click(Gadfly.zoomslider_track_click);\nfig.select(\"#fig-e0d86fd0f47c4a5bbb7bfa19dd4b595b-element-16\")\n   .data(\"max_pos\", 120.42)\n;\nfig.select(\"#fig-e0d86fd0f47c4a5bbb7bfa19dd4b595b-element-16\")\n   .data(\"min_pos\", 103.42)\n;\nfig.select(\"#fig-e0d86fd0f47c4a5bbb7bfa19dd4b595b-element-16\")\n   .data(\"mouseover_color\", \"#CD5C5C\")\n;\nfig.select(\"#fig-e0d86fd0f47c4a5bbb7bfa19dd4b595b-element-16\")\n   .data(\"mouseout_color\", \"#6A6A6A\")\n;\nfig.select(\"#fig-e0d86fd0f47c4a5bbb7bfa19dd4b595b-element-16\")\n   .drag(Gadfly.zoomslider_thumb_dragmove,\n     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