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@zaleslaw
Created June 27, 2024 08:34
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Demo Notebook for blogpost in Kotlin Blog (SelectionDSL changes for KotlinDataFrame)
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{
"cells": [
{
"cell_type": "code",
"metadata": {
"collapsed": true,
"ExecuteTime": {
"end_time": "2024-06-26T15:35:42.090386Z",
"start_time": "2024-06-26T15:35:41.319844Z"
}
},
"source": [
"%useLatestDescriptors\n",
"%use dataframe\n"
],
"outputs": [],
"execution_count": 5
},
{
"metadata": {
"ExecuteTime": {
"end_time": "2024-06-26T15:36:07.905531Z",
"start_time": "2024-06-26T15:36:07.201702Z"
}
},
"cell_type": "code",
"source": [
"val rawUserData = DataFrame.read(\"https://dummyjson.com/users\")\n",
" .getFrameColumn(\"users\")\n",
" .first()\n",
"\n",
"\n",
"rawUserData.select { cols(0..2) }.head(3)"
],
"outputs": [
{
"data": {
"text/html": [
" <iframe onload=\"o_resize_iframe_out_6()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_6\" frameBorder=\"0\" srcdoc=\" &lt;html&gt;\n",
" &lt;head&gt;\n",
" &lt;style type=&quot;text&sol;css&quot;&gt;\n",
" :root {\n",
" --background: #fff;\n",
" --background-odd: #f5f5f5;\n",
" --background-hover: #d9edfd;\n",
" --header-text-color: #474747;\n",
" --text-color: #848484;\n",
" --text-color-dark: #000;\n",
" --text-color-medium: #737373;\n",
" --text-color-pale: #b3b3b3;\n",
" --inner-border-color: #aaa;\n",
" --bold-border-color: #000;\n",
" --link-color: #296eaa;\n",
" --link-color-pale: #296eaa;\n",
" --link-hover: #1a466c;\n",
"}\n",
"\n",
":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
" --background: #303030;\n",
" --background-odd: #3c3c3c;\n",
" --background-hover: #464646;\n",
" --header-text-color: #dddddd;\n",
" --text-color: #b3b3b3;\n",
" --text-color-dark: #dddddd;\n",
" --text-color-medium: #b2b2b2;\n",
" --text-color-pale: #737373;\n",
" --inner-border-color: #707070;\n",
" --bold-border-color: #777777;\n",
" --link-color: #008dc0;\n",
" --link-color-pale: #97e1fb;\n",
" --link-hover: #00688e;\n",
"}\n",
"\n",
"p.dataframe_description {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe {\n",
" font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
" font-size: 12px;\n",
" background-color: var(--background);\n",
" color: var(--text-color-dark);\n",
" border: none;\n",
" border-collapse: collapse;\n",
"}\n",
"\n",
"table.dataframe th, td {\n",
" padding: 6px;\n",
" border: 1px solid transparent;\n",
" text-align: left;\n",
"}\n",
"\n",
"table.dataframe th {\n",
" background-color: var(--background);\n",
" color: var(--header-text-color);\n",
"}\n",
"\n",
"table.dataframe td {\n",
" vertical-align: top;\n",
"}\n",
"\n",
"table.dataframe th.bottomBorder {\n",
" border-bottom-color: var(--bold-border-color);\n",
"}\n",
"\n",
"table.dataframe tbody &gt; tr:nth-child(odd) {\n",
" background: var(--background-odd);\n",
"}\n",
"\n",
"table.dataframe tbody &gt; tr:nth-child(even) {\n",
" background: var(--background);\n",
"}\n",
"\n",
"table.dataframe tbody &gt; tr:hover {\n",
" background: var(--background-hover);\n",
"}\n",
"\n",
"table.dataframe a {\n",
" cursor: pointer;\n",
" color: var(--link-color);\n",
" text-decoration: none;\n",
"}\n",
"\n",
"table.dataframe tr:hover &gt; td a {\n",
" color: var(--link-color-pale);\n",
"}\n",
"\n",
"table.dataframe a:hover {\n",
" color: var(--link-hover);\n",
" text-decoration: underline;\n",
"}\n",
"\n",
"table.dataframe img {\n",
" max-width: fit-content;\n",
"}\n",
"\n",
"table.dataframe th.complex {\n",
" background-color: var(--background);\n",
" border: 1px solid var(--background);\n",
"}\n",
"\n",
"table.dataframe .leftBorder {\n",
" border-left-color: var(--inner-border-color);\n",
"}\n",
"\n",
"table.dataframe .rightBorder {\n",
" border-right-color: var(--inner-border-color);\n",
"}\n",
"\n",
"table.dataframe .rightAlign {\n",
" text-align: right;\n",
"}\n",
"\n",
"table.dataframe .expanderSvg {\n",
" width: 8px;\n",
" height: 8px;\n",
" margin-right: 3px;\n",
"}\n",
"\n",
"table.dataframe .expander {\n",
" display: flex;\n",
" align-items: center;\n",
"}\n",
"\n",
"&sol;* formatting *&sol;\n",
"\n",
"table.dataframe .null {\n",
" color: var(--text-color-pale);\n",
"}\n",
"\n",
"table.dataframe .structural {\n",
" color: var(--text-color-medium);\n",
" font-weight: bold;\n",
"}\n",
"\n",
"table.dataframe .dataFrameCaption {\n",
" font-weight: bold;\n",
"}\n",
"\n",
"table.dataframe .numbers {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe td:hover .formatted .structural, .null {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe tr:hover .formatted .structural, .null {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"\n",
":root {\n",
" --scroll-bg: #f5f5f5;\n",
" --scroll-fg: #b3b3b3;\n",
"}\n",
":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
" --scroll-bg: #3c3c3c;\n",
" --scroll-fg: #97e1fb;\n",
"}\n",
"body {\n",
" scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
"}\n",
"body::-webkit-scrollbar {\n",
" width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
" height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
"}\n",
"body::-webkit-scrollbar-thumb {\n",
" background-color: var(--scroll-fg);\n",
"}\n",
"body::-webkit-scrollbar-track {\n",
" background-color: var(--scroll-bg);\n",
"}\n",
" &lt;&sol;style&gt;\n",
" &lt;&sol;head&gt;\n",
" &lt;body&gt;\n",
" &lt;table class=&quot;dataframe&quot; id=&quot;df_-285212662&quot;&gt;&lt;&sol;table&gt;\n",
"\n",
"&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 3, columnsCount = 3&lt;&sol;p&gt;\n",
"\n",
" &lt;&sol;body&gt;\n",
" &lt;script&gt;\n",
" (function () {\n",
" window.DataFrame = window.DataFrame || new (function () {\n",
" this.addTable = function (df) {\n",
" let cols = df.cols;\n",
" for (let i = 0; i &lt; cols.length; i++) {\n",
" for (let c of cols[i].children) {\n",
" cols[c].parent = i;\n",
" }\n",
" }\n",
" df.nrow = 0\n",
" for (let i = 0; i &lt; df.cols.length; i++) {\n",
" if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
" }\n",
" if (df.id === df.rootId) {\n",
" df.expandedFrames = new Set()\n",
" df.childFrames = {}\n",
" const table = this.getTableElement(df.id)\n",
" table.df = df\n",
" for (let i = 0; i &lt; df.cols.length; i++) {\n",
" let col = df.cols[i]\n",
" if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
" }\n",
" } else {\n",
" const rootDf = this.getTableData(df.rootId)\n",
" rootDf.childFrames[df.id] = df\n",
" }\n",
" }\n",
"\n",
" this.computeRenderData = function (df) {\n",
" let result = []\n",
" let pos = 0\n",
" for (let col = 0; col &lt; df.cols.length; col++) {\n",
" if (df.cols[col].parent === undefined)\n",
" pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
" }\n",
" for (let i = 0; i &lt; result.length; i++) {\n",
" let row = result[i]\n",
" for (let j = 0; j &lt; row.length; j++) {\n",
" let cell = row[j]\n",
" if (j === 0)\n",
" cell.leftBd = false\n",
" if (j &lt; row.length - 1) {\n",
" let nextData = row[j + 1]\n",
" if (nextData.leftBd) cell.rightBd = true\n",
" else if (cell.rightBd) nextData.leftBd = true\n",
" } else cell.rightBd = false\n",
" }\n",
" }\n",
" return result\n",
" }\n",
"\n",
" this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
" if (result.length === depth) {\n",
" const array = [];\n",
" if (pos &gt; 0) {\n",
" let j = 0\n",
" for (let i = 0; j &lt; pos; i++) {\n",
" let c = result[depth - 1][i]\n",
" j += c.span\n",
" let copy = Object.assign({empty: true}, c)\n",
" array.push(copy)\n",
" }\n",
" }\n",
" result.push(array)\n",
" }\n",
" const col = cols[colId];\n",
" let size = 0;\n",
" if (col.expanded) {\n",
" let childPos = pos\n",
" for (let i = 0; i &lt; col.children.length; i++) {\n",
" let child = col.children[i]\n",
" let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
" let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
" let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
" childPos += childSize\n",
" size += childSize\n",
" }\n",
" } else {\n",
" for (let i = depth + 1; i &lt; result.length; i++)\n",
" result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
" size = 1\n",
" }\n",
" let left = leftBorder\n",
" let right = rightBorder\n",
" if (size &gt; 1) {\n",
" left = true\n",
" right = true\n",
" }\n",
" result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
" return size\n",
" }\n",
"\n",
" this.getTableElement = function (id) {\n",
" return document.getElementById(&quot;df_&quot; + id)\n",
" }\n",
"\n",
" this.getTableData = function (id) {\n",
" return this.getTableElement(id).df\n",
" }\n",
"\n",
" this.createExpander = function (isExpanded) {\n",
" const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
" let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
" svg.classList.add(&quot;expanderSvg&quot;)\n",
" let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
" if (isExpanded) {\n",
" svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
" path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
" } else {\n",
" svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
" path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
" }\n",
" path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
" svg.appendChild(path)\n",
" return svg\n",
" }\n",
"\n",
" this.renderTable = function (id) {\n",
"\n",
" let table = this.getTableElement(id)\n",
"\n",
" if (table === null) return\n",
"\n",
" table.innerHTML = &quot;&quot;\n",
"\n",
" let df = table.df\n",
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
"\n",
" &sol;&sol; header\n",
" let header = document.createElement(&quot;thead&quot;)\n",
" table.appendChild(header)\n",
"\n",
" let renderData = this.computeRenderData(df)\n",
" for (let j = 0; j &lt; renderData.length; j++) {\n",
" let rowData = renderData[j]\n",
" let tr = document.createElement(&quot;tr&quot;);\n",
" let isLastRow = j === renderData.length - 1\n",
" header.appendChild(tr);\n",
" for (let i = 0; i &lt; rowData.length; i++) {\n",
" let cell = rowData[i]\n",
" let th = document.createElement(&quot;th&quot;);\n",
" th.setAttribute(&quot;colspan&quot;, cell.span)\n",
" let colId = cell.id\n",
" let col = df.cols[colId];\n",
" if (!cell.empty) {\n",
" if (col.children.length === 0) {\n",
" th.innerHTML = col.name\n",
" } else {\n",
" let link = document.createElement(&quot;a&quot;)\n",
" link.className = &quot;expander&quot;\n",
" let that = this\n",
" link.onclick = function () {\n",
" col.expanded = !col.expanded\n",
" that.renderTable(id)\n",
" }\n",
" link.appendChild(this.createExpander(col.expanded))\n",
" link.innerHTML += col.name\n",
" th.appendChild(link)\n",
" }\n",
" }\n",
" let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
" if (col.rightAlign)\n",
" classes += &quot; rightAlign&quot;\n",
" if (isLastRow)\n",
" classes += &quot; bottomBorder&quot;\n",
" if (classes.length &gt; 0)\n",
" th.setAttribute(&quot;class&quot;, classes)\n",
" tr.appendChild(th)\n",
" }\n",
" }\n",
"\n",
" &sol;&sol; body\n",
" let body = document.createElement(&quot;tbody&quot;)\n",
" table.appendChild(body)\n",
"\n",
" let columns = renderData.pop()\n",
" for (let row = 0; row &lt; df.nrow; row++) {\n",
" let tr = document.createElement(&quot;tr&quot;);\n",
" body.appendChild(tr)\n",
" for (let i = 0; i &lt; columns.length; i++) {\n",
" let cell = columns[i]\n",
" let td = document.createElement(&quot;td&quot;);\n",
" let colId = cell.id\n",
" let col = df.cols[colId]\n",
" let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
" if (col.rightAlign)\n",
" classes += &quot; rightAlign&quot;\n",
" if (classes.length &gt; 0)\n",
" td.setAttribute(&quot;class&quot;, classes)\n",
" tr.appendChild(td)\n",
" let value = col.values[row]\n",
" if (value.frameId !== undefined) {\n",
" let frameId = value.frameId\n",
" let expanded = rootDf.expandedFrames.has(frameId)\n",
" let link = document.createElement(&quot;a&quot;)\n",
" link.className = &quot;expander&quot;\n",
" let that = this\n",
" link.onclick = function () {\n",
" if (rootDf.expandedFrames.has(frameId))\n",
" rootDf.expandedFrames.delete(frameId)\n",
" else rootDf.expandedFrames.add(frameId)\n",
" that.renderTable(id)\n",
" }\n",
" link.appendChild(this.createExpander(expanded))\n",
" link.innerHTML += value.value\n",
" if (expanded) {\n",
" td.appendChild(link)\n",
" td.appendChild(document.createElement(&quot;p&quot;))\n",
" const childTable = document.createElement(&quot;table&quot;)\n",
" childTable.className = &quot;dataframe&quot;\n",
" childTable.id = &quot;df_&quot; + frameId\n",
" let childDf = rootDf.childFrames[frameId]\n",
" childTable.df = childDf\n",
" td.appendChild(childTable)\n",
" this.renderTable(frameId)\n",
" if (childDf.nrow !== childDf.totalRows) {\n",
" const footer = document.createElement(&quot;p&quot;)\n",
" footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
" td.appendChild(footer)\n",
" }\n",
" } else {\n",
" td.appendChild(link)\n",
" }\n",
" } else if (value.style !== undefined) {\n",
" td.innerHTML = value.value\n",
" td.setAttribute(&quot;style&quot;, value.style)\n",
" } else td.innerHTML = value\n",
" this.nodeScriptReplace(td)\n",
" }\n",
" }\n",
" }\n",
"\n",
" this.nodeScriptReplace = function (node) {\n",
" if (this.nodeScriptIs(node) === true) {\n",
" node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
" } else {\n",
" let i = -1, children = node.childNodes;\n",
" while (++i &lt; children.length) {\n",
" this.nodeScriptReplace(children[i]);\n",
" }\n",
" }\n",
"\n",
" return node;\n",
" }\n",
"\n",
" this.nodeScriptClone = function (node) {\n",
" let script = document.createElement(&quot;script&quot;);\n",
" script.text = node.innerHTML;\n",
"\n",
" let i = -1, attrs = node.attributes, attr;\n",
" while (++i &lt; attrs.length) {\n",
" script.setAttribute((attr = attrs[i]).name, attr.value);\n",
" }\n",
" return script;\n",
" }\n",
"\n",
" this.nodeScriptIs = function (node) {\n",
" return node.tagName === 'SCRIPT';\n",
" }\n",
" })()\n",
"\n",
" window.call_DataFrame = function (f) {\n",
" return f();\n",
" };\n",
"\n",
" let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
" if (funQueue) {\n",
" funQueue.forEach(function (f) {\n",
" f();\n",
" });\n",
" funQueue = [];\n",
" }\n",
"})()\n",
"\n",
"&sol;*&lt;!--*&sol;\n",
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;id: Int&bsol;&quot;&gt;id&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
"{ name: &quot;&lt;span title=&bsol;&quot;firstName: String&bsol;&quot;&gt;firstName&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Emily&quot;,&quot;Michael&quot;,&quot;Sophia&quot;] }, \n",
"{ name: &quot;&lt;span title=&bsol;&quot;lastName: String&bsol;&quot;&gt;lastName&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Johnson&quot;,&quot;Williams&quot;,&quot;Brown&quot;] }, \n",
"], id: -285212662, rootId: -285212662, totalRows: 3 } ) });\n",
"&sol;*--&gt;*&sol;\n",
"\n",
"call_DataFrame(function() { DataFrame.renderTable(-285212662) });\n",
"\n",
"\n",
" &lt;&sol;script&gt;\n",
" &lt;&sol;html&gt;\"></iframe>\n",
" <script>\n",
" function o_resize_iframe_out_6() {\n",
" let elem = document.getElementById(\"iframe_out_6\");\n",
" resize_iframe_out_6(elem);\n",
" setInterval(resize_iframe_out_6, 5000, elem);\n",
" }\n",
" function resize_iframe_out_6(el) {\n",
" let h = el.contentWindow.document.body.scrollHeight;\n",
" el.height = h === 0 ? 0 : h + 41;\n",
" }\n",
" </script> <html>\n",
" <head>\n",
" <style type=\"text/css\">\n",
" :root {\n",
" --background: #fff;\n",
" --background-odd: #f5f5f5;\n",
" --background-hover: #d9edfd;\n",
" --header-text-color: #474747;\n",
" --text-color: #848484;\n",
" --text-color-dark: #000;\n",
" --text-color-medium: #737373;\n",
" --text-color-pale: #b3b3b3;\n",
" --inner-border-color: #aaa;\n",
" --bold-border-color: #000;\n",
" --link-color: #296eaa;\n",
" --link-color-pale: #296eaa;\n",
" --link-hover: #1a466c;\n",
"}\n",
"\n",
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
" --background: #303030;\n",
" --background-odd: #3c3c3c;\n",
" --background-hover: #464646;\n",
" --header-text-color: #dddddd;\n",
" --text-color: #b3b3b3;\n",
" --text-color-dark: #dddddd;\n",
" --text-color-medium: #b2b2b2;\n",
" --text-color-pale: #737373;\n",
" --inner-border-color: #707070;\n",
" --bold-border-color: #777777;\n",
" --link-color: #008dc0;\n",
" --link-color-pale: #97e1fb;\n",
" --link-hover: #00688e;\n",
"}\n",
"\n",
"p.dataframe_description {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe {\n",
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
" font-size: 12px;\n",
" background-color: var(--background);\n",
" color: var(--text-color-dark);\n",
" border: none;\n",
" border-collapse: collapse;\n",
"}\n",
"\n",
"table.dataframe th, td {\n",
" padding: 6px;\n",
" border: 1px solid transparent;\n",
" text-align: left;\n",
"}\n",
"\n",
"table.dataframe th {\n",
" background-color: var(--background);\n",
" color: var(--header-text-color);\n",
"}\n",
"\n",
"table.dataframe td {\n",
" vertical-align: top;\n",
"}\n",
"\n",
"table.dataframe th.bottomBorder {\n",
" border-bottom-color: var(--bold-border-color);\n",
"}\n",
"\n",
"table.dataframe tbody > tr:nth-child(odd) {\n",
" background: var(--background-odd);\n",
"}\n",
"\n",
"table.dataframe tbody > tr:nth-child(even) {\n",
" background: var(--background);\n",
"}\n",
"\n",
"table.dataframe tbody > tr:hover {\n",
" background: var(--background-hover);\n",
"}\n",
"\n",
"table.dataframe a {\n",
" cursor: pointer;\n",
" color: var(--link-color);\n",
" text-decoration: none;\n",
"}\n",
"\n",
"table.dataframe tr:hover > td a {\n",
" color: var(--link-color-pale);\n",
"}\n",
"\n",
"table.dataframe a:hover {\n",
" color: var(--link-hover);\n",
" text-decoration: underline;\n",
"}\n",
"\n",
"table.dataframe img {\n",
" max-width: fit-content;\n",
"}\n",
"\n",
"table.dataframe th.complex {\n",
" background-color: var(--background);\n",
" border: 1px solid var(--background);\n",
"}\n",
"\n",
"table.dataframe .leftBorder {\n",
" border-left-color: var(--inner-border-color);\n",
"}\n",
"\n",
"table.dataframe .rightBorder {\n",
" border-right-color: var(--inner-border-color);\n",
"}\n",
"\n",
"table.dataframe .rightAlign {\n",
" text-align: right;\n",
"}\n",
"\n",
"table.dataframe .expanderSvg {\n",
" width: 8px;\n",
" height: 8px;\n",
" margin-right: 3px;\n",
"}\n",
"\n",
"table.dataframe .expander {\n",
" display: flex;\n",
" align-items: center;\n",
"}\n",
"\n",
"/* formatting */\n",
"\n",
"table.dataframe .null {\n",
" color: var(--text-color-pale);\n",
"}\n",
"\n",
"table.dataframe .structural {\n",
" color: var(--text-color-medium);\n",
" font-weight: bold;\n",
"}\n",
"\n",
"table.dataframe .dataFrameCaption {\n",
" font-weight: bold;\n",
"}\n",
"\n",
"table.dataframe .numbers {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe td:hover .formatted .structural, .null {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe tr:hover .formatted .structural, .null {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"\n",
" </style>\n",
" </head>\n",
" <body>\n",
" <table class=\"dataframe\" id=\"static_df_-285212661\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">id</th><th class=\"bottomBorder\" style=\"text-align:left\">firstName</th><th class=\"bottomBorder\" style=\"text-align:left\">lastName</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Emily</td><td style=\"vertical-align:top\">Johnson</td></tr><tr><td style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">Michael</td><td style=\"vertical-align:top\">Williams</td></tr><tr><td style=\"vertical-align:top\">3</td><td style=\"vertical-align:top\">Sophia</td><td style=\"vertical-align:top\">Brown</td></tr></tbody></table>\n",
" </body>\n",
" <script>\n",
" document.getElementById(\"static_df_-285212661\").style.display = \"none\";\n",
" </script>\n",
" </html>"
],
"application/kotlindataframe+json": "{\"$version\":\"2.0.0\",\"metadata\":{\"columns\":[\"id\",\"firstName\",\"lastName\"],\"nrow\":3,\"ncol\":3},\"kotlin_dataframe\":[{\"id\":1,\"firstName\":\"Emily\",\"lastName\":\"Johnson\"},{\"id\":2,\"firstName\":\"Michael\",\"lastName\":\"Williams\"},{\"id\":3,\"firstName\":\"Sophia\",\"lastName\":\"Brown\"}]}"
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"execution_count": 7
},
{
"metadata": {
"ExecuteTime": {
"end_time": "2024-06-26T15:41:18.074459Z",
"start_time": "2024-06-26T15:41:17.720151Z"
}
},
"cell_type": "code",
"source": [
"data class Person(val firstName: String)\n",
"\n",
"\n",
"rawUserData.tail().forEach {\n",
" val name1 = firstName // Extension properties\n",
" val name2 = \"firstName\"<String>() // String API\n",
" val firstName by column<String>() // Column Accessors API\n",
" val nameRef = Person::firstName // KProperties API\n",
"\n",
" println(\"$name1 $name2 ${firstName()} ${this[nameRef]}\")\n",
"}"
],
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Evelyn Evelyn Evelyn Evelyn\n",
"Daniel Daniel Daniel Daniel\n",
"Lily Lily Lily Lily\n",
"Henry Henry Henry Henry\n",
"Addison Addison Addison Addison\n"
]
}
],
"execution_count": 13
},
{
"metadata": {
"ExecuteTime": {
"end_time": "2024-06-26T15:37:45.781617Z",
"start_time": "2024-06-26T15:37:45.659542Z"
}
},
"cell_type": "code",
"source": [
"rawUserData.select {\n",
" firstName and address.cols(\"city\", \"state\")\n",
"}.tail()"
],
"outputs": [
{
"data": {
"text/html": [
" <iframe onload=\"o_resize_iframe_out_8()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_8\" frameBorder=\"0\" srcdoc=\" &lt;html&gt;\n",
" &lt;head&gt;\n",
" &lt;style type=&quot;text&sol;css&quot;&gt;\n",
" :root {\n",
" --background: #fff;\n",
" --background-odd: #f5f5f5;\n",
" --background-hover: #d9edfd;\n",
" --header-text-color: #474747;\n",
" --text-color: #848484;\n",
" --text-color-dark: #000;\n",
" --text-color-medium: #737373;\n",
" --text-color-pale: #b3b3b3;\n",
" --inner-border-color: #aaa;\n",
" --bold-border-color: #000;\n",
" --link-color: #296eaa;\n",
" --link-color-pale: #296eaa;\n",
" --link-hover: #1a466c;\n",
"}\n",
"\n",
":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
" --background: #303030;\n",
" --background-odd: #3c3c3c;\n",
" --background-hover: #464646;\n",
" --header-text-color: #dddddd;\n",
" --text-color: #b3b3b3;\n",
" --text-color-dark: #dddddd;\n",
" --text-color-medium: #b2b2b2;\n",
" --text-color-pale: #737373;\n",
" --inner-border-color: #707070;\n",
" --bold-border-color: #777777;\n",
" --link-color: #008dc0;\n",
" --link-color-pale: #97e1fb;\n",
" --link-hover: #00688e;\n",
"}\n",
"\n",
"p.dataframe_description {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe {\n",
" font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
" font-size: 12px;\n",
" background-color: var(--background);\n",
" color: var(--text-color-dark);\n",
" border: none;\n",
" border-collapse: collapse;\n",
"}\n",
"\n",
"table.dataframe th, td {\n",
" padding: 6px;\n",
" border: 1px solid transparent;\n",
" text-align: left;\n",
"}\n",
"\n",
"table.dataframe th {\n",
" background-color: var(--background);\n",
" color: var(--header-text-color);\n",
"}\n",
"\n",
"table.dataframe td {\n",
" vertical-align: top;\n",
"}\n",
"\n",
"table.dataframe th.bottomBorder {\n",
" border-bottom-color: var(--bold-border-color);\n",
"}\n",
"\n",
"table.dataframe tbody &gt; tr:nth-child(odd) {\n",
" background: var(--background-odd);\n",
"}\n",
"\n",
"table.dataframe tbody &gt; tr:nth-child(even) {\n",
" background: var(--background);\n",
"}\n",
"\n",
"table.dataframe tbody &gt; tr:hover {\n",
" background: var(--background-hover);\n",
"}\n",
"\n",
"table.dataframe a {\n",
" cursor: pointer;\n",
" color: var(--link-color);\n",
" text-decoration: none;\n",
"}\n",
"\n",
"table.dataframe tr:hover &gt; td a {\n",
" color: var(--link-color-pale);\n",
"}\n",
"\n",
"table.dataframe a:hover {\n",
" color: var(--link-hover);\n",
" text-decoration: underline;\n",
"}\n",
"\n",
"table.dataframe img {\n",
" max-width: fit-content;\n",
"}\n",
"\n",
"table.dataframe th.complex {\n",
" background-color: var(--background);\n",
" border: 1px solid var(--background);\n",
"}\n",
"\n",
"table.dataframe .leftBorder {\n",
" border-left-color: var(--inner-border-color);\n",
"}\n",
"\n",
"table.dataframe .rightBorder {\n",
" border-right-color: var(--inner-border-color);\n",
"}\n",
"\n",
"table.dataframe .rightAlign {\n",
" text-align: right;\n",
"}\n",
"\n",
"table.dataframe .expanderSvg {\n",
" width: 8px;\n",
" height: 8px;\n",
" margin-right: 3px;\n",
"}\n",
"\n",
"table.dataframe .expander {\n",
" display: flex;\n",
" align-items: center;\n",
"}\n",
"\n",
"&sol;* formatting *&sol;\n",
"\n",
"table.dataframe .null {\n",
" color: var(--text-color-pale);\n",
"}\n",
"\n",
"table.dataframe .structural {\n",
" color: var(--text-color-medium);\n",
" font-weight: bold;\n",
"}\n",
"\n",
"table.dataframe .dataFrameCaption {\n",
" font-weight: bold;\n",
"}\n",
"\n",
"table.dataframe .numbers {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe td:hover .formatted .structural, .null {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe tr:hover .formatted .structural, .null {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"\n",
":root {\n",
" --scroll-bg: #f5f5f5;\n",
" --scroll-fg: #b3b3b3;\n",
"}\n",
":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
" --scroll-bg: #3c3c3c;\n",
" --scroll-fg: #97e1fb;\n",
"}\n",
"body {\n",
" scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
"}\n",
"body::-webkit-scrollbar {\n",
" width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
" height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
"}\n",
"body::-webkit-scrollbar-thumb {\n",
" background-color: var(--scroll-fg);\n",
"}\n",
"body::-webkit-scrollbar-track {\n",
" background-color: var(--scroll-bg);\n",
"}\n",
" &lt;&sol;style&gt;\n",
" &lt;&sol;head&gt;\n",
" &lt;body&gt;\n",
" &lt;table class=&quot;dataframe&quot; id=&quot;df_-285212658&quot;&gt;&lt;&sol;table&gt;\n",
"\n",
"&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 3&lt;&sol;p&gt;\n",
"\n",
" &lt;&sol;body&gt;\n",
" &lt;script&gt;\n",
" (function () {\n",
" window.DataFrame = window.DataFrame || new (function () {\n",
" this.addTable = function (df) {\n",
" let cols = df.cols;\n",
" for (let i = 0; i &lt; cols.length; i++) {\n",
" for (let c of cols[i].children) {\n",
" cols[c].parent = i;\n",
" }\n",
" }\n",
" df.nrow = 0\n",
" for (let i = 0; i &lt; df.cols.length; i++) {\n",
" if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
" }\n",
" if (df.id === df.rootId) {\n",
" df.expandedFrames = new Set()\n",
" df.childFrames = {}\n",
" const table = this.getTableElement(df.id)\n",
" table.df = df\n",
" for (let i = 0; i &lt; df.cols.length; i++) {\n",
" let col = df.cols[i]\n",
" if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
" }\n",
" } else {\n",
" const rootDf = this.getTableData(df.rootId)\n",
" rootDf.childFrames[df.id] = df\n",
" }\n",
" }\n",
"\n",
" this.computeRenderData = function (df) {\n",
" let result = []\n",
" let pos = 0\n",
" for (let col = 0; col &lt; df.cols.length; col++) {\n",
" if (df.cols[col].parent === undefined)\n",
" pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
" }\n",
" for (let i = 0; i &lt; result.length; i++) {\n",
" let row = result[i]\n",
" for (let j = 0; j &lt; row.length; j++) {\n",
" let cell = row[j]\n",
" if (j === 0)\n",
" cell.leftBd = false\n",
" if (j &lt; row.length - 1) {\n",
" let nextData = row[j + 1]\n",
" if (nextData.leftBd) cell.rightBd = true\n",
" else if (cell.rightBd) nextData.leftBd = true\n",
" } else cell.rightBd = false\n",
" }\n",
" }\n",
" return result\n",
" }\n",
"\n",
" this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
" if (result.length === depth) {\n",
" const array = [];\n",
" if (pos &gt; 0) {\n",
" let j = 0\n",
" for (let i = 0; j &lt; pos; i++) {\n",
" let c = result[depth - 1][i]\n",
" j += c.span\n",
" let copy = Object.assign({empty: true}, c)\n",
" array.push(copy)\n",
" }\n",
" }\n",
" result.push(array)\n",
" }\n",
" const col = cols[colId];\n",
" let size = 0;\n",
" if (col.expanded) {\n",
" let childPos = pos\n",
" for (let i = 0; i &lt; col.children.length; i++) {\n",
" let child = col.children[i]\n",
" let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
" let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
" let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
" childPos += childSize\n",
" size += childSize\n",
" }\n",
" } else {\n",
" for (let i = depth + 1; i &lt; result.length; i++)\n",
" result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
" size = 1\n",
" }\n",
" let left = leftBorder\n",
" let right = rightBorder\n",
" if (size &gt; 1) {\n",
" left = true\n",
" right = true\n",
" }\n",
" result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
" return size\n",
" }\n",
"\n",
" this.getTableElement = function (id) {\n",
" return document.getElementById(&quot;df_&quot; + id)\n",
" }\n",
"\n",
" this.getTableData = function (id) {\n",
" return this.getTableElement(id).df\n",
" }\n",
"\n",
" this.createExpander = function (isExpanded) {\n",
" const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
" let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
" svg.classList.add(&quot;expanderSvg&quot;)\n",
" let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
" if (isExpanded) {\n",
" svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
" path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
" } else {\n",
" svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
" path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
" }\n",
" path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
" svg.appendChild(path)\n",
" return svg\n",
" }\n",
"\n",
" this.renderTable = function (id) {\n",
"\n",
" let table = this.getTableElement(id)\n",
"\n",
" if (table === null) return\n",
"\n",
" table.innerHTML = &quot;&quot;\n",
"\n",
" let df = table.df\n",
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
"\n",
" &sol;&sol; header\n",
" let header = document.createElement(&quot;thead&quot;)\n",
" table.appendChild(header)\n",
"\n",
" let renderData = this.computeRenderData(df)\n",
" for (let j = 0; j &lt; renderData.length; j++) {\n",
" let rowData = renderData[j]\n",
" let tr = document.createElement(&quot;tr&quot;);\n",
" let isLastRow = j === renderData.length - 1\n",
" header.appendChild(tr);\n",
" for (let i = 0; i &lt; rowData.length; i++) {\n",
" let cell = rowData[i]\n",
" let th = document.createElement(&quot;th&quot;);\n",
" th.setAttribute(&quot;colspan&quot;, cell.span)\n",
" let colId = cell.id\n",
" let col = df.cols[colId];\n",
" if (!cell.empty) {\n",
" if (col.children.length === 0) {\n",
" th.innerHTML = col.name\n",
" } else {\n",
" let link = document.createElement(&quot;a&quot;)\n",
" link.className = &quot;expander&quot;\n",
" let that = this\n",
" link.onclick = function () {\n",
" col.expanded = !col.expanded\n",
" that.renderTable(id)\n",
" }\n",
" link.appendChild(this.createExpander(col.expanded))\n",
" link.innerHTML += col.name\n",
" th.appendChild(link)\n",
" }\n",
" }\n",
" let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
" if (col.rightAlign)\n",
" classes += &quot; rightAlign&quot;\n",
" if (isLastRow)\n",
" classes += &quot; bottomBorder&quot;\n",
" if (classes.length &gt; 0)\n",
" th.setAttribute(&quot;class&quot;, classes)\n",
" tr.appendChild(th)\n",
" }\n",
" }\n",
"\n",
" &sol;&sol; body\n",
" let body = document.createElement(&quot;tbody&quot;)\n",
" table.appendChild(body)\n",
"\n",
" let columns = renderData.pop()\n",
" for (let row = 0; row &lt; df.nrow; row++) {\n",
" let tr = document.createElement(&quot;tr&quot;);\n",
" body.appendChild(tr)\n",
" for (let i = 0; i &lt; columns.length; i++) {\n",
" let cell = columns[i]\n",
" let td = document.createElement(&quot;td&quot;);\n",
" let colId = cell.id\n",
" let col = df.cols[colId]\n",
" let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
" if (col.rightAlign)\n",
" classes += &quot; rightAlign&quot;\n",
" if (classes.length &gt; 0)\n",
" td.setAttribute(&quot;class&quot;, classes)\n",
" tr.appendChild(td)\n",
" let value = col.values[row]\n",
" if (value.frameId !== undefined) {\n",
" let frameId = value.frameId\n",
" let expanded = rootDf.expandedFrames.has(frameId)\n",
" let link = document.createElement(&quot;a&quot;)\n",
" link.className = &quot;expander&quot;\n",
" let that = this\n",
" link.onclick = function () {\n",
" if (rootDf.expandedFrames.has(frameId))\n",
" rootDf.expandedFrames.delete(frameId)\n",
" else rootDf.expandedFrames.add(frameId)\n",
" that.renderTable(id)\n",
" }\n",
" link.appendChild(this.createExpander(expanded))\n",
" link.innerHTML += value.value\n",
" if (expanded) {\n",
" td.appendChild(link)\n",
" td.appendChild(document.createElement(&quot;p&quot;))\n",
" const childTable = document.createElement(&quot;table&quot;)\n",
" childTable.className = &quot;dataframe&quot;\n",
" childTable.id = &quot;df_&quot; + frameId\n",
" let childDf = rootDf.childFrames[frameId]\n",
" childTable.df = childDf\n",
" td.appendChild(childTable)\n",
" this.renderTable(frameId)\n",
" if (childDf.nrow !== childDf.totalRows) {\n",
" const footer = document.createElement(&quot;p&quot;)\n",
" footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
" td.appendChild(footer)\n",
" }\n",
" } else {\n",
" td.appendChild(link)\n",
" }\n",
" } else if (value.style !== undefined) {\n",
" td.innerHTML = value.value\n",
" td.setAttribute(&quot;style&quot;, value.style)\n",
" } else td.innerHTML = value\n",
" this.nodeScriptReplace(td)\n",
" }\n",
" }\n",
" }\n",
"\n",
" this.nodeScriptReplace = function (node) {\n",
" if (this.nodeScriptIs(node) === true) {\n",
" node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
" } else {\n",
" let i = -1, children = node.childNodes;\n",
" while (++i &lt; children.length) {\n",
" this.nodeScriptReplace(children[i]);\n",
" }\n",
" }\n",
"\n",
" return node;\n",
" }\n",
"\n",
" this.nodeScriptClone = function (node) {\n",
" let script = document.createElement(&quot;script&quot;);\n",
" script.text = node.innerHTML;\n",
"\n",
" let i = -1, attrs = node.attributes, attr;\n",
" while (++i &lt; attrs.length) {\n",
" script.setAttribute((attr = attrs[i]).name, attr.value);\n",
" }\n",
" return script;\n",
" }\n",
"\n",
" this.nodeScriptIs = function (node) {\n",
" return node.tagName === 'SCRIPT';\n",
" }\n",
" })()\n",
"\n",
" window.call_DataFrame = function (f) {\n",
" return f();\n",
" };\n",
"\n",
" let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
" if (funQueue) {\n",
" funQueue.forEach(function (f) {\n",
" f();\n",
" });\n",
" funQueue = [];\n",
" }\n",
"})()\n",
"\n",
"&sol;*&lt;!--*&sol;\n",
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;firstName: String&bsol;&quot;&gt;firstName&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Evelyn&quot;,&quot;Daniel&quot;,&quot;Lily&quot;,&quot;Henry&quot;,&quot;Addison&quot;] }, \n",
"{ name: &quot;&lt;span title=&bsol;&quot;city: String&bsol;&quot;&gt;city&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Dallas&quot;,&quot;Los Angeles&quot;,&quot;Phoenix&quot;,&quot;Indianapolis&quot;,&quot;San Francisco&quot;] }, \n",
"{ name: &quot;&lt;span title=&bsol;&quot;state: String&bsol;&quot;&gt;state&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Maine&quot;,&quot;Nevada&quot;,&quot;Massachusetts&quot;,&quot;Delaware&quot;,&quot;Montana&quot;] }, \n",
"], id: -285212658, rootId: -285212658, totalRows: 5 } ) });\n",
"&sol;*--&gt;*&sol;\n",
"\n",
"call_DataFrame(function() { DataFrame.renderTable(-285212658) });\n",
"\n",
"\n",
" &lt;&sol;script&gt;\n",
" &lt;&sol;html&gt;\"></iframe>\n",
" <script>\n",
" function o_resize_iframe_out_8() {\n",
" let elem = document.getElementById(\"iframe_out_8\");\n",
" resize_iframe_out_8(elem);\n",
" setInterval(resize_iframe_out_8, 5000, elem);\n",
" }\n",
" function resize_iframe_out_8(el) {\n",
" let h = el.contentWindow.document.body.scrollHeight;\n",
" el.height = h === 0 ? 0 : h + 41;\n",
" }\n",
" </script> <html>\n",
" <head>\n",
" <style type=\"text/css\">\n",
" :root {\n",
" --background: #fff;\n",
" --background-odd: #f5f5f5;\n",
" --background-hover: #d9edfd;\n",
" --header-text-color: #474747;\n",
" --text-color: #848484;\n",
" --text-color-dark: #000;\n",
" --text-color-medium: #737373;\n",
" --text-color-pale: #b3b3b3;\n",
" --inner-border-color: #aaa;\n",
" --bold-border-color: #000;\n",
" --link-color: #296eaa;\n",
" --link-color-pale: #296eaa;\n",
" --link-hover: #1a466c;\n",
"}\n",
"\n",
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
" --background: #303030;\n",
" --background-odd: #3c3c3c;\n",
" --background-hover: #464646;\n",
" --header-text-color: #dddddd;\n",
" --text-color: #b3b3b3;\n",
" --text-color-dark: #dddddd;\n",
" --text-color-medium: #b2b2b2;\n",
" --text-color-pale: #737373;\n",
" --inner-border-color: #707070;\n",
" --bold-border-color: #777777;\n",
" --link-color: #008dc0;\n",
" --link-color-pale: #97e1fb;\n",
" --link-hover: #00688e;\n",
"}\n",
"\n",
"p.dataframe_description {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe {\n",
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
" font-size: 12px;\n",
" background-color: var(--background);\n",
" color: var(--text-color-dark);\n",
" border: none;\n",
" border-collapse: collapse;\n",
"}\n",
"\n",
"table.dataframe th, td {\n",
" padding: 6px;\n",
" border: 1px solid transparent;\n",
" text-align: left;\n",
"}\n",
"\n",
"table.dataframe th {\n",
" background-color: var(--background);\n",
" color: var(--header-text-color);\n",
"}\n",
"\n",
"table.dataframe td {\n",
" vertical-align: top;\n",
"}\n",
"\n",
"table.dataframe th.bottomBorder {\n",
" border-bottom-color: var(--bold-border-color);\n",
"}\n",
"\n",
"table.dataframe tbody > tr:nth-child(odd) {\n",
" background: var(--background-odd);\n",
"}\n",
"\n",
"table.dataframe tbody > tr:nth-child(even) {\n",
" background: var(--background);\n",
"}\n",
"\n",
"table.dataframe tbody > tr:hover {\n",
" background: var(--background-hover);\n",
"}\n",
"\n",
"table.dataframe a {\n",
" cursor: pointer;\n",
" color: var(--link-color);\n",
" text-decoration: none;\n",
"}\n",
"\n",
"table.dataframe tr:hover > td a {\n",
" color: var(--link-color-pale);\n",
"}\n",
"\n",
"table.dataframe a:hover {\n",
" color: var(--link-hover);\n",
" text-decoration: underline;\n",
"}\n",
"\n",
"table.dataframe img {\n",
" max-width: fit-content;\n",
"}\n",
"\n",
"table.dataframe th.complex {\n",
" background-color: var(--background);\n",
" border: 1px solid var(--background);\n",
"}\n",
"\n",
"table.dataframe .leftBorder {\n",
" border-left-color: var(--inner-border-color);\n",
"}\n",
"\n",
"table.dataframe .rightBorder {\n",
" border-right-color: var(--inner-border-color);\n",
"}\n",
"\n",
"table.dataframe .rightAlign {\n",
" text-align: right;\n",
"}\n",
"\n",
"table.dataframe .expanderSvg {\n",
" width: 8px;\n",
" height: 8px;\n",
" margin-right: 3px;\n",
"}\n",
"\n",
"table.dataframe .expander {\n",
" display: flex;\n",
" align-items: center;\n",
"}\n",
"\n",
"/* formatting */\n",
"\n",
"table.dataframe .null {\n",
" color: var(--text-color-pale);\n",
"}\n",
"\n",
"table.dataframe .structural {\n",
" color: var(--text-color-medium);\n",
" font-weight: bold;\n",
"}\n",
"\n",
"table.dataframe .dataFrameCaption {\n",
" font-weight: bold;\n",
"}\n",
"\n",
"table.dataframe .numbers {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe td:hover .formatted .structural, .null {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe tr:hover .formatted .structural, .null {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"\n",
" </style>\n",
" </head>\n",
" <body>\n",
" <table class=\"dataframe\" id=\"static_df_-285212657\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">firstName</th><th class=\"bottomBorder\" style=\"text-align:left\">city</th><th class=\"bottomBorder\" style=\"text-align:left\">state</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">Evelyn</td><td style=\"vertical-align:top\">Dallas</td><td style=\"vertical-align:top\">Maine</td></tr><tr><td style=\"vertical-align:top\">Daniel</td><td style=\"vertical-align:top\">Los Angeles</td><td style=\"vertical-align:top\">Nevada</td></tr><tr><td style=\"vertical-align:top\">Lily</td><td style=\"vertical-align:top\">Phoenix</td><td style=\"vertical-align:top\">Massachusetts</td></tr><tr><td style=\"vertical-align:top\">Henry</td><td style=\"vertical-align:top\">Indianapolis</td><td style=\"vertical-align:top\">Delaware</td></tr><tr><td style=\"vertical-align:top\">Addison</td><td style=\"vertical-align:top\">San Francisco</td><td style=\"vertical-align:top\">Montana</td></tr></tbody></table>\n",
" </body>\n",
" <script>\n",
" document.getElementById(\"static_df_-285212657\").style.display = \"none\";\n",
" </script>\n",
" </html>"
],
"application/kotlindataframe+json": "{\"$version\":\"2.0.0\",\"metadata\":{\"columns\":[\"firstName\",\"city\",\"state\"],\"nrow\":5,\"ncol\":3},\"kotlin_dataframe\":[{\"firstName\":\"Evelyn\",\"city\":\"Dallas\",\"state\":\"Maine\"},{\"firstName\":\"Daniel\",\"city\":\"Los Angeles\",\"state\":\"Nevada\"},{\"firstName\":\"Lily\",\"city\":\"Phoenix\",\"state\":\"Massachusetts\"},{\"firstName\":\"Henry\",\"city\":\"Indianapolis\",\"state\":\"Delaware\"},{\"firstName\":\"Addison\",\"city\":\"San Francisco\",\"state\":\"Montana\"}]}"
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"execution_count": 8
},
{
"metadata": {
"ExecuteTime": {
"end_time": "2024-06-26T15:38:57.322694Z",
"start_time": "2024-06-26T15:38:57.239465Z"
}
},
"cell_type": "code",
"source": [
"rawUserData.select {\n",
" firstName and address.cols(1, 2)\n",
"}.tail()"
],
"outputs": [
{
"data": {
"text/html": [
" <iframe onload=\"o_resize_iframe_out_12()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_12\" frameBorder=\"0\" srcdoc=\" &lt;html&gt;\n",
" &lt;head&gt;\n",
" &lt;style type=&quot;text&sol;css&quot;&gt;\n",
" :root {\n",
" --background: #fff;\n",
" --background-odd: #f5f5f5;\n",
" --background-hover: #d9edfd;\n",
" --header-text-color: #474747;\n",
" --text-color: #848484;\n",
" --text-color-dark: #000;\n",
" --text-color-medium: #737373;\n",
" --text-color-pale: #b3b3b3;\n",
" --inner-border-color: #aaa;\n",
" --bold-border-color: #000;\n",
" --link-color: #296eaa;\n",
" --link-color-pale: #296eaa;\n",
" --link-hover: #1a466c;\n",
"}\n",
"\n",
":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
" --background: #303030;\n",
" --background-odd: #3c3c3c;\n",
" --background-hover: #464646;\n",
" --header-text-color: #dddddd;\n",
" --text-color: #b3b3b3;\n",
" --text-color-dark: #dddddd;\n",
" --text-color-medium: #b2b2b2;\n",
" --text-color-pale: #737373;\n",
" --inner-border-color: #707070;\n",
" --bold-border-color: #777777;\n",
" --link-color: #008dc0;\n",
" --link-color-pale: #97e1fb;\n",
" --link-hover: #00688e;\n",
"}\n",
"\n",
"p.dataframe_description {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe {\n",
" font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
" font-size: 12px;\n",
" background-color: var(--background);\n",
" color: var(--text-color-dark);\n",
" border: none;\n",
" border-collapse: collapse;\n",
"}\n",
"\n",
"table.dataframe th, td {\n",
" padding: 6px;\n",
" border: 1px solid transparent;\n",
" text-align: left;\n",
"}\n",
"\n",
"table.dataframe th {\n",
" background-color: var(--background);\n",
" color: var(--header-text-color);\n",
"}\n",
"\n",
"table.dataframe td {\n",
" vertical-align: top;\n",
"}\n",
"\n",
"table.dataframe th.bottomBorder {\n",
" border-bottom-color: var(--bold-border-color);\n",
"}\n",
"\n",
"table.dataframe tbody &gt; tr:nth-child(odd) {\n",
" background: var(--background-odd);\n",
"}\n",
"\n",
"table.dataframe tbody &gt; tr:nth-child(even) {\n",
" background: var(--background);\n",
"}\n",
"\n",
"table.dataframe tbody &gt; tr:hover {\n",
" background: var(--background-hover);\n",
"}\n",
"\n",
"table.dataframe a {\n",
" cursor: pointer;\n",
" color: var(--link-color);\n",
" text-decoration: none;\n",
"}\n",
"\n",
"table.dataframe tr:hover &gt; td a {\n",
" color: var(--link-color-pale);\n",
"}\n",
"\n",
"table.dataframe a:hover {\n",
" color: var(--link-hover);\n",
" text-decoration: underline;\n",
"}\n",
"\n",
"table.dataframe img {\n",
" max-width: fit-content;\n",
"}\n",
"\n",
"table.dataframe th.complex {\n",
" background-color: var(--background);\n",
" border: 1px solid var(--background);\n",
"}\n",
"\n",
"table.dataframe .leftBorder {\n",
" border-left-color: var(--inner-border-color);\n",
"}\n",
"\n",
"table.dataframe .rightBorder {\n",
" border-right-color: var(--inner-border-color);\n",
"}\n",
"\n",
"table.dataframe .rightAlign {\n",
" text-align: right;\n",
"}\n",
"\n",
"table.dataframe .expanderSvg {\n",
" width: 8px;\n",
" height: 8px;\n",
" margin-right: 3px;\n",
"}\n",
"\n",
"table.dataframe .expander {\n",
" display: flex;\n",
" align-items: center;\n",
"}\n",
"\n",
"&sol;* formatting *&sol;\n",
"\n",
"table.dataframe .null {\n",
" color: var(--text-color-pale);\n",
"}\n",
"\n",
"table.dataframe .structural {\n",
" color: var(--text-color-medium);\n",
" font-weight: bold;\n",
"}\n",
"\n",
"table.dataframe .dataFrameCaption {\n",
" font-weight: bold;\n",
"}\n",
"\n",
"table.dataframe .numbers {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe td:hover .formatted .structural, .null {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe tr:hover .formatted .structural, .null {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"\n",
":root {\n",
" --scroll-bg: #f5f5f5;\n",
" --scroll-fg: #b3b3b3;\n",
"}\n",
":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
" --scroll-bg: #3c3c3c;\n",
" --scroll-fg: #97e1fb;\n",
"}\n",
"body {\n",
" scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
"}\n",
"body::-webkit-scrollbar {\n",
" width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
" height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
"}\n",
"body::-webkit-scrollbar-thumb {\n",
" background-color: var(--scroll-fg);\n",
"}\n",
"body::-webkit-scrollbar-track {\n",
" background-color: var(--scroll-bg);\n",
"}\n",
" &lt;&sol;style&gt;\n",
" &lt;&sol;head&gt;\n",
" &lt;body&gt;\n",
" &lt;table class=&quot;dataframe&quot; id=&quot;df_-285212650&quot;&gt;&lt;&sol;table&gt;\n",
"\n",
"&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 3&lt;&sol;p&gt;\n",
"\n",
" &lt;&sol;body&gt;\n",
" &lt;script&gt;\n",
" (function () {\n",
" window.DataFrame = window.DataFrame || new (function () {\n",
" this.addTable = function (df) {\n",
" let cols = df.cols;\n",
" for (let i = 0; i &lt; cols.length; i++) {\n",
" for (let c of cols[i].children) {\n",
" cols[c].parent = i;\n",
" }\n",
" }\n",
" df.nrow = 0\n",
" for (let i = 0; i &lt; df.cols.length; i++) {\n",
" if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
" }\n",
" if (df.id === df.rootId) {\n",
" df.expandedFrames = new Set()\n",
" df.childFrames = {}\n",
" const table = this.getTableElement(df.id)\n",
" table.df = df\n",
" for (let i = 0; i &lt; df.cols.length; i++) {\n",
" let col = df.cols[i]\n",
" if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
" }\n",
" } else {\n",
" const rootDf = this.getTableData(df.rootId)\n",
" rootDf.childFrames[df.id] = df\n",
" }\n",
" }\n",
"\n",
" this.computeRenderData = function (df) {\n",
" let result = []\n",
" let pos = 0\n",
" for (let col = 0; col &lt; df.cols.length; col++) {\n",
" if (df.cols[col].parent === undefined)\n",
" pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
" }\n",
" for (let i = 0; i &lt; result.length; i++) {\n",
" let row = result[i]\n",
" for (let j = 0; j &lt; row.length; j++) {\n",
" let cell = row[j]\n",
" if (j === 0)\n",
" cell.leftBd = false\n",
" if (j &lt; row.length - 1) {\n",
" let nextData = row[j + 1]\n",
" if (nextData.leftBd) cell.rightBd = true\n",
" else if (cell.rightBd) nextData.leftBd = true\n",
" } else cell.rightBd = false\n",
" }\n",
" }\n",
" return result\n",
" }\n",
"\n",
" this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
" if (result.length === depth) {\n",
" const array = [];\n",
" if (pos &gt; 0) {\n",
" let j = 0\n",
" for (let i = 0; j &lt; pos; i++) {\n",
" let c = result[depth - 1][i]\n",
" j += c.span\n",
" let copy = Object.assign({empty: true}, c)\n",
" array.push(copy)\n",
" }\n",
" }\n",
" result.push(array)\n",
" }\n",
" const col = cols[colId];\n",
" let size = 0;\n",
" if (col.expanded) {\n",
" let childPos = pos\n",
" for (let i = 0; i &lt; col.children.length; i++) {\n",
" let child = col.children[i]\n",
" let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
" let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
" let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
" childPos += childSize\n",
" size += childSize\n",
" }\n",
" } else {\n",
" for (let i = depth + 1; i &lt; result.length; i++)\n",
" result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
" size = 1\n",
" }\n",
" let left = leftBorder\n",
" let right = rightBorder\n",
" if (size &gt; 1) {\n",
" left = true\n",
" right = true\n",
" }\n",
" result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
" return size\n",
" }\n",
"\n",
" this.getTableElement = function (id) {\n",
" return document.getElementById(&quot;df_&quot; + id)\n",
" }\n",
"\n",
" this.getTableData = function (id) {\n",
" return this.getTableElement(id).df\n",
" }\n",
"\n",
" this.createExpander = function (isExpanded) {\n",
" const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
" let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
" svg.classList.add(&quot;expanderSvg&quot;)\n",
" let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
" if (isExpanded) {\n",
" svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
" path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
" } else {\n",
" svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
" path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
" }\n",
" path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
" svg.appendChild(path)\n",
" return svg\n",
" }\n",
"\n",
" this.renderTable = function (id) {\n",
"\n",
" let table = this.getTableElement(id)\n",
"\n",
" if (table === null) return\n",
"\n",
" table.innerHTML = &quot;&quot;\n",
"\n",
" let df = table.df\n",
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
"\n",
" &sol;&sol; header\n",
" let header = document.createElement(&quot;thead&quot;)\n",
" table.appendChild(header)\n",
"\n",
" let renderData = this.computeRenderData(df)\n",
" for (let j = 0; j &lt; renderData.length; j++) {\n",
" let rowData = renderData[j]\n",
" let tr = document.createElement(&quot;tr&quot;);\n",
" let isLastRow = j === renderData.length - 1\n",
" header.appendChild(tr);\n",
" for (let i = 0; i &lt; rowData.length; i++) {\n",
" let cell = rowData[i]\n",
" let th = document.createElement(&quot;th&quot;);\n",
" th.setAttribute(&quot;colspan&quot;, cell.span)\n",
" let colId = cell.id\n",
" let col = df.cols[colId];\n",
" if (!cell.empty) {\n",
" if (col.children.length === 0) {\n",
" th.innerHTML = col.name\n",
" } else {\n",
" let link = document.createElement(&quot;a&quot;)\n",
" link.className = &quot;expander&quot;\n",
" let that = this\n",
" link.onclick = function () {\n",
" col.expanded = !col.expanded\n",
" that.renderTable(id)\n",
" }\n",
" link.appendChild(this.createExpander(col.expanded))\n",
" link.innerHTML += col.name\n",
" th.appendChild(link)\n",
" }\n",
" }\n",
" let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
" if (col.rightAlign)\n",
" classes += &quot; rightAlign&quot;\n",
" if (isLastRow)\n",
" classes += &quot; bottomBorder&quot;\n",
" if (classes.length &gt; 0)\n",
" th.setAttribute(&quot;class&quot;, classes)\n",
" tr.appendChild(th)\n",
" }\n",
" }\n",
"\n",
" &sol;&sol; body\n",
" let body = document.createElement(&quot;tbody&quot;)\n",
" table.appendChild(body)\n",
"\n",
" let columns = renderData.pop()\n",
" for (let row = 0; row &lt; df.nrow; row++) {\n",
" let tr = document.createElement(&quot;tr&quot;);\n",
" body.appendChild(tr)\n",
" for (let i = 0; i &lt; columns.length; i++) {\n",
" let cell = columns[i]\n",
" let td = document.createElement(&quot;td&quot;);\n",
" let colId = cell.id\n",
" let col = df.cols[colId]\n",
" let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
" if (col.rightAlign)\n",
" classes += &quot; rightAlign&quot;\n",
" if (classes.length &gt; 0)\n",
" td.setAttribute(&quot;class&quot;, classes)\n",
" tr.appendChild(td)\n",
" let value = col.values[row]\n",
" if (value.frameId !== undefined) {\n",
" let frameId = value.frameId\n",
" let expanded = rootDf.expandedFrames.has(frameId)\n",
" let link = document.createElement(&quot;a&quot;)\n",
" link.className = &quot;expander&quot;\n",
" let that = this\n",
" link.onclick = function () {\n",
" if (rootDf.expandedFrames.has(frameId))\n",
" rootDf.expandedFrames.delete(frameId)\n",
" else rootDf.expandedFrames.add(frameId)\n",
" that.renderTable(id)\n",
" }\n",
" link.appendChild(this.createExpander(expanded))\n",
" link.innerHTML += value.value\n",
" if (expanded) {\n",
" td.appendChild(link)\n",
" td.appendChild(document.createElement(&quot;p&quot;))\n",
" const childTable = document.createElement(&quot;table&quot;)\n",
" childTable.className = &quot;dataframe&quot;\n",
" childTable.id = &quot;df_&quot; + frameId\n",
" let childDf = rootDf.childFrames[frameId]\n",
" childTable.df = childDf\n",
" td.appendChild(childTable)\n",
" this.renderTable(frameId)\n",
" if (childDf.nrow !== childDf.totalRows) {\n",
" const footer = document.createElement(&quot;p&quot;)\n",
" footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
" td.appendChild(footer)\n",
" }\n",
" } else {\n",
" td.appendChild(link)\n",
" }\n",
" } else if (value.style !== undefined) {\n",
" td.innerHTML = value.value\n",
" td.setAttribute(&quot;style&quot;, value.style)\n",
" } else td.innerHTML = value\n",
" this.nodeScriptReplace(td)\n",
" }\n",
" }\n",
" }\n",
"\n",
" this.nodeScriptReplace = function (node) {\n",
" if (this.nodeScriptIs(node) === true) {\n",
" node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
" } else {\n",
" let i = -1, children = node.childNodes;\n",
" while (++i &lt; children.length) {\n",
" this.nodeScriptReplace(children[i]);\n",
" }\n",
" }\n",
"\n",
" return node;\n",
" }\n",
"\n",
" this.nodeScriptClone = function (node) {\n",
" let script = document.createElement(&quot;script&quot;);\n",
" script.text = node.innerHTML;\n",
"\n",
" let i = -1, attrs = node.attributes, attr;\n",
" while (++i &lt; attrs.length) {\n",
" script.setAttribute((attr = attrs[i]).name, attr.value);\n",
" }\n",
" return script;\n",
" }\n",
"\n",
" this.nodeScriptIs = function (node) {\n",
" return node.tagName === 'SCRIPT';\n",
" }\n",
" })()\n",
"\n",
" window.call_DataFrame = function (f) {\n",
" return f();\n",
" };\n",
"\n",
" let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
" if (funQueue) {\n",
" funQueue.forEach(function (f) {\n",
" f();\n",
" });\n",
" funQueue = [];\n",
" }\n",
"})()\n",
"\n",
"&sol;*&lt;!--*&sol;\n",
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;firstName: String&bsol;&quot;&gt;firstName&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Evelyn&quot;,&quot;Daniel&quot;,&quot;Lily&quot;,&quot;Henry&quot;,&quot;Addison&quot;] }, \n",
"{ name: &quot;&lt;span title=&bsol;&quot;city: String&bsol;&quot;&gt;city&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Dallas&quot;,&quot;Los Angeles&quot;,&quot;Phoenix&quot;,&quot;Indianapolis&quot;,&quot;San Francisco&quot;] }, \n",
"{ name: &quot;&lt;span title=&bsol;&quot;state: String&bsol;&quot;&gt;state&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Maine&quot;,&quot;Nevada&quot;,&quot;Massachusetts&quot;,&quot;Delaware&quot;,&quot;Montana&quot;] }, \n",
"], id: -285212650, rootId: -285212650, totalRows: 5 } ) });\n",
"&sol;*--&gt;*&sol;\n",
"\n",
"call_DataFrame(function() { DataFrame.renderTable(-285212650) });\n",
"\n",
"\n",
" &lt;&sol;script&gt;\n",
" &lt;&sol;html&gt;\"></iframe>\n",
" <script>\n",
" function o_resize_iframe_out_12() {\n",
" let elem = document.getElementById(\"iframe_out_12\");\n",
" resize_iframe_out_12(elem);\n",
" setInterval(resize_iframe_out_12, 5000, elem);\n",
" }\n",
" function resize_iframe_out_12(el) {\n",
" let h = el.contentWindow.document.body.scrollHeight;\n",
" el.height = h === 0 ? 0 : h + 41;\n",
" }\n",
" </script> <html>\n",
" <head>\n",
" <style type=\"text/css\">\n",
" :root {\n",
" --background: #fff;\n",
" --background-odd: #f5f5f5;\n",
" --background-hover: #d9edfd;\n",
" --header-text-color: #474747;\n",
" --text-color: #848484;\n",
" --text-color-dark: #000;\n",
" --text-color-medium: #737373;\n",
" --text-color-pale: #b3b3b3;\n",
" --inner-border-color: #aaa;\n",
" --bold-border-color: #000;\n",
" --link-color: #296eaa;\n",
" --link-color-pale: #296eaa;\n",
" --link-hover: #1a466c;\n",
"}\n",
"\n",
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
" --background: #303030;\n",
" --background-odd: #3c3c3c;\n",
" --background-hover: #464646;\n",
" --header-text-color: #dddddd;\n",
" --text-color: #b3b3b3;\n",
" --text-color-dark: #dddddd;\n",
" --text-color-medium: #b2b2b2;\n",
" --text-color-pale: #737373;\n",
" --inner-border-color: #707070;\n",
" --bold-border-color: #777777;\n",
" --link-color: #008dc0;\n",
" --link-color-pale: #97e1fb;\n",
" --link-hover: #00688e;\n",
"}\n",
"\n",
"p.dataframe_description {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe {\n",
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
" font-size: 12px;\n",
" background-color: var(--background);\n",
" color: var(--text-color-dark);\n",
" border: none;\n",
" border-collapse: collapse;\n",
"}\n",
"\n",
"table.dataframe th, td {\n",
" padding: 6px;\n",
" border: 1px solid transparent;\n",
" text-align: left;\n",
"}\n",
"\n",
"table.dataframe th {\n",
" background-color: var(--background);\n",
" color: var(--header-text-color);\n",
"}\n",
"\n",
"table.dataframe td {\n",
" vertical-align: top;\n",
"}\n",
"\n",
"table.dataframe th.bottomBorder {\n",
" border-bottom-color: var(--bold-border-color);\n",
"}\n",
"\n",
"table.dataframe tbody > tr:nth-child(odd) {\n",
" background: var(--background-odd);\n",
"}\n",
"\n",
"table.dataframe tbody > tr:nth-child(even) {\n",
" background: var(--background);\n",
"}\n",
"\n",
"table.dataframe tbody > tr:hover {\n",
" background: var(--background-hover);\n",
"}\n",
"\n",
"table.dataframe a {\n",
" cursor: pointer;\n",
" color: var(--link-color);\n",
" text-decoration: none;\n",
"}\n",
"\n",
"table.dataframe tr:hover > td a {\n",
" color: var(--link-color-pale);\n",
"}\n",
"\n",
"table.dataframe a:hover {\n",
" color: var(--link-hover);\n",
" text-decoration: underline;\n",
"}\n",
"\n",
"table.dataframe img {\n",
" max-width: fit-content;\n",
"}\n",
"\n",
"table.dataframe th.complex {\n",
" background-color: var(--background);\n",
" border: 1px solid var(--background);\n",
"}\n",
"\n",
"table.dataframe .leftBorder {\n",
" border-left-color: var(--inner-border-color);\n",
"}\n",
"\n",
"table.dataframe .rightBorder {\n",
" border-right-color: var(--inner-border-color);\n",
"}\n",
"\n",
"table.dataframe .rightAlign {\n",
" text-align: right;\n",
"}\n",
"\n",
"table.dataframe .expanderSvg {\n",
" width: 8px;\n",
" height: 8px;\n",
" margin-right: 3px;\n",
"}\n",
"\n",
"table.dataframe .expander {\n",
" display: flex;\n",
" align-items: center;\n",
"}\n",
"\n",
"/* formatting */\n",
"\n",
"table.dataframe .null {\n",
" color: var(--text-color-pale);\n",
"}\n",
"\n",
"table.dataframe .structural {\n",
" color: var(--text-color-medium);\n",
" font-weight: bold;\n",
"}\n",
"\n",
"table.dataframe .dataFrameCaption {\n",
" font-weight: bold;\n",
"}\n",
"\n",
"table.dataframe .numbers {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe td:hover .formatted .structural, .null {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe tr:hover .formatted .structural, .null {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"\n",
" </style>\n",
" </head>\n",
" <body>\n",
" <table class=\"dataframe\" id=\"static_df_-285212649\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">firstName</th><th class=\"bottomBorder\" style=\"text-align:left\">city</th><th class=\"bottomBorder\" style=\"text-align:left\">state</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">Evelyn</td><td style=\"vertical-align:top\">Dallas</td><td style=\"vertical-align:top\">Maine</td></tr><tr><td style=\"vertical-align:top\">Daniel</td><td style=\"vertical-align:top\">Los Angeles</td><td style=\"vertical-align:top\">Nevada</td></tr><tr><td style=\"vertical-align:top\">Lily</td><td style=\"vertical-align:top\">Phoenix</td><td style=\"vertical-align:top\">Massachusetts</td></tr><tr><td style=\"vertical-align:top\">Henry</td><td style=\"vertical-align:top\">Indianapolis</td><td style=\"vertical-align:top\">Delaware</td></tr><tr><td style=\"vertical-align:top\">Addison</td><td style=\"vertical-align:top\">San Francisco</td><td style=\"vertical-align:top\">Montana</td></tr></tbody></table>\n",
" </body>\n",
" <script>\n",
" document.getElementById(\"static_df_-285212649\").style.display = \"none\";\n",
" </script>\n",
" </html>"
],
"application/kotlindataframe+json": "{\"$version\":\"2.0.0\",\"metadata\":{\"columns\":[\"firstName\",\"city\",\"state\"],\"nrow\":5,\"ncol\":3},\"kotlin_dataframe\":[{\"firstName\":\"Evelyn\",\"city\":\"Dallas\",\"state\":\"Maine\"},{\"firstName\":\"Daniel\",\"city\":\"Los Angeles\",\"state\":\"Nevada\"},{\"firstName\":\"Lily\",\"city\":\"Phoenix\",\"state\":\"Massachusetts\"},{\"firstName\":\"Henry\",\"city\":\"Indianapolis\",\"state\":\"Delaware\"},{\"firstName\":\"Addison\",\"city\":\"San Francisco\",\"state\":\"Montana\"}]}"
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"execution_count": 10
},
{
"metadata": {
"ExecuteTime": {
"end_time": "2024-06-26T15:39:45.181946Z",
"start_time": "2024-06-26T15:39:45.054379Z"
}
},
"cell_type": "code",
"source": [
"rawUserData.select {\n",
" firstName and address.cols(0..2)\n",
"}.tail()"
],
"outputs": [
{
"data": {
"text/html": [
" <iframe onload=\"o_resize_iframe_out_14()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_14\" frameBorder=\"0\" srcdoc=\" &lt;html&gt;\n",
" &lt;head&gt;\n",
" &lt;style type=&quot;text&sol;css&quot;&gt;\n",
" :root {\n",
" --background: #fff;\n",
" --background-odd: #f5f5f5;\n",
" --background-hover: #d9edfd;\n",
" --header-text-color: #474747;\n",
" --text-color: #848484;\n",
" --text-color-dark: #000;\n",
" --text-color-medium: #737373;\n",
" --text-color-pale: #b3b3b3;\n",
" --inner-border-color: #aaa;\n",
" --bold-border-color: #000;\n",
" --link-color: #296eaa;\n",
" --link-color-pale: #296eaa;\n",
" --link-hover: #1a466c;\n",
"}\n",
"\n",
":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
" --background: #303030;\n",
" --background-odd: #3c3c3c;\n",
" --background-hover: #464646;\n",
" --header-text-color: #dddddd;\n",
" --text-color: #b3b3b3;\n",
" --text-color-dark: #dddddd;\n",
" --text-color-medium: #b2b2b2;\n",
" --text-color-pale: #737373;\n",
" --inner-border-color: #707070;\n",
" --bold-border-color: #777777;\n",
" --link-color: #008dc0;\n",
" --link-color-pale: #97e1fb;\n",
" --link-hover: #00688e;\n",
"}\n",
"\n",
"p.dataframe_description {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe {\n",
" font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
" font-size: 12px;\n",
" background-color: var(--background);\n",
" color: var(--text-color-dark);\n",
" border: none;\n",
" border-collapse: collapse;\n",
"}\n",
"\n",
"table.dataframe th, td {\n",
" padding: 6px;\n",
" border: 1px solid transparent;\n",
" text-align: left;\n",
"}\n",
"\n",
"table.dataframe th {\n",
" background-color: var(--background);\n",
" color: var(--header-text-color);\n",
"}\n",
"\n",
"table.dataframe td {\n",
" vertical-align: top;\n",
"}\n",
"\n",
"table.dataframe th.bottomBorder {\n",
" border-bottom-color: var(--bold-border-color);\n",
"}\n",
"\n",
"table.dataframe tbody &gt; tr:nth-child(odd) {\n",
" background: var(--background-odd);\n",
"}\n",
"\n",
"table.dataframe tbody &gt; tr:nth-child(even) {\n",
" background: var(--background);\n",
"}\n",
"\n",
"table.dataframe tbody &gt; tr:hover {\n",
" background: var(--background-hover);\n",
"}\n",
"\n",
"table.dataframe a {\n",
" cursor: pointer;\n",
" color: var(--link-color);\n",
" text-decoration: none;\n",
"}\n",
"\n",
"table.dataframe tr:hover &gt; td a {\n",
" color: var(--link-color-pale);\n",
"}\n",
"\n",
"table.dataframe a:hover {\n",
" color: var(--link-hover);\n",
" text-decoration: underline;\n",
"}\n",
"\n",
"table.dataframe img {\n",
" max-width: fit-content;\n",
"}\n",
"\n",
"table.dataframe th.complex {\n",
" background-color: var(--background);\n",
" border: 1px solid var(--background);\n",
"}\n",
"\n",
"table.dataframe .leftBorder {\n",
" border-left-color: var(--inner-border-color);\n",
"}\n",
"\n",
"table.dataframe .rightBorder {\n",
" border-right-color: var(--inner-border-color);\n",
"}\n",
"\n",
"table.dataframe .rightAlign {\n",
" text-align: right;\n",
"}\n",
"\n",
"table.dataframe .expanderSvg {\n",
" width: 8px;\n",
" height: 8px;\n",
" margin-right: 3px;\n",
"}\n",
"\n",
"table.dataframe .expander {\n",
" display: flex;\n",
" align-items: center;\n",
"}\n",
"\n",
"&sol;* formatting *&sol;\n",
"\n",
"table.dataframe .null {\n",
" color: var(--text-color-pale);\n",
"}\n",
"\n",
"table.dataframe .structural {\n",
" color: var(--text-color-medium);\n",
" font-weight: bold;\n",
"}\n",
"\n",
"table.dataframe .dataFrameCaption {\n",
" font-weight: bold;\n",
"}\n",
"\n",
"table.dataframe .numbers {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe td:hover .formatted .structural, .null {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe tr:hover .formatted .structural, .null {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"\n",
":root {\n",
" --scroll-bg: #f5f5f5;\n",
" --scroll-fg: #b3b3b3;\n",
"}\n",
":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
" --scroll-bg: #3c3c3c;\n",
" --scroll-fg: #97e1fb;\n",
"}\n",
"body {\n",
" scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
"}\n",
"body::-webkit-scrollbar {\n",
" width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
" height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
"}\n",
"body::-webkit-scrollbar-thumb {\n",
" background-color: var(--scroll-fg);\n",
"}\n",
"body::-webkit-scrollbar-track {\n",
" background-color: var(--scroll-bg);\n",
"}\n",
" &lt;&sol;style&gt;\n",
" &lt;&sol;head&gt;\n",
" &lt;body&gt;\n",
" &lt;table class=&quot;dataframe&quot; id=&quot;df_-285212646&quot;&gt;&lt;&sol;table&gt;\n",
"\n",
"&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 4&lt;&sol;p&gt;\n",
"\n",
" &lt;&sol;body&gt;\n",
" &lt;script&gt;\n",
" (function () {\n",
" window.DataFrame = window.DataFrame || new (function () {\n",
" this.addTable = function (df) {\n",
" let cols = df.cols;\n",
" for (let i = 0; i &lt; cols.length; i++) {\n",
" for (let c of cols[i].children) {\n",
" cols[c].parent = i;\n",
" }\n",
" }\n",
" df.nrow = 0\n",
" for (let i = 0; i &lt; df.cols.length; i++) {\n",
" if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
" }\n",
" if (df.id === df.rootId) {\n",
" df.expandedFrames = new Set()\n",
" df.childFrames = {}\n",
" const table = this.getTableElement(df.id)\n",
" table.df = df\n",
" for (let i = 0; i &lt; df.cols.length; i++) {\n",
" let col = df.cols[i]\n",
" if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
" }\n",
" } else {\n",
" const rootDf = this.getTableData(df.rootId)\n",
" rootDf.childFrames[df.id] = df\n",
" }\n",
" }\n",
"\n",
" this.computeRenderData = function (df) {\n",
" let result = []\n",
" let pos = 0\n",
" for (let col = 0; col &lt; df.cols.length; col++) {\n",
" if (df.cols[col].parent === undefined)\n",
" pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
" }\n",
" for (let i = 0; i &lt; result.length; i++) {\n",
" let row = result[i]\n",
" for (let j = 0; j &lt; row.length; j++) {\n",
" let cell = row[j]\n",
" if (j === 0)\n",
" cell.leftBd = false\n",
" if (j &lt; row.length - 1) {\n",
" let nextData = row[j + 1]\n",
" if (nextData.leftBd) cell.rightBd = true\n",
" else if (cell.rightBd) nextData.leftBd = true\n",
" } else cell.rightBd = false\n",
" }\n",
" }\n",
" return result\n",
" }\n",
"\n",
" this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
" if (result.length === depth) {\n",
" const array = [];\n",
" if (pos &gt; 0) {\n",
" let j = 0\n",
" for (let i = 0; j &lt; pos; i++) {\n",
" let c = result[depth - 1][i]\n",
" j += c.span\n",
" let copy = Object.assign({empty: true}, c)\n",
" array.push(copy)\n",
" }\n",
" }\n",
" result.push(array)\n",
" }\n",
" const col = cols[colId];\n",
" let size = 0;\n",
" if (col.expanded) {\n",
" let childPos = pos\n",
" for (let i = 0; i &lt; col.children.length; i++) {\n",
" let child = col.children[i]\n",
" let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
" let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
" let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
" childPos += childSize\n",
" size += childSize\n",
" }\n",
" } else {\n",
" for (let i = depth + 1; i &lt; result.length; i++)\n",
" result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
" size = 1\n",
" }\n",
" let left = leftBorder\n",
" let right = rightBorder\n",
" if (size &gt; 1) {\n",
" left = true\n",
" right = true\n",
" }\n",
" result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
" return size\n",
" }\n",
"\n",
" this.getTableElement = function (id) {\n",
" return document.getElementById(&quot;df_&quot; + id)\n",
" }\n",
"\n",
" this.getTableData = function (id) {\n",
" return this.getTableElement(id).df\n",
" }\n",
"\n",
" this.createExpander = function (isExpanded) {\n",
" const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
" let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
" svg.classList.add(&quot;expanderSvg&quot;)\n",
" let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
" if (isExpanded) {\n",
" svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
" path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
" } else {\n",
" svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
" path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
" }\n",
" path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
" svg.appendChild(path)\n",
" return svg\n",
" }\n",
"\n",
" this.renderTable = function (id) {\n",
"\n",
" let table = this.getTableElement(id)\n",
"\n",
" if (table === null) return\n",
"\n",
" table.innerHTML = &quot;&quot;\n",
"\n",
" let df = table.df\n",
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
"\n",
" &sol;&sol; header\n",
" let header = document.createElement(&quot;thead&quot;)\n",
" table.appendChild(header)\n",
"\n",
" let renderData = this.computeRenderData(df)\n",
" for (let j = 0; j &lt; renderData.length; j++) {\n",
" let rowData = renderData[j]\n",
" let tr = document.createElement(&quot;tr&quot;);\n",
" let isLastRow = j === renderData.length - 1\n",
" header.appendChild(tr);\n",
" for (let i = 0; i &lt; rowData.length; i++) {\n",
" let cell = rowData[i]\n",
" let th = document.createElement(&quot;th&quot;);\n",
" th.setAttribute(&quot;colspan&quot;, cell.span)\n",
" let colId = cell.id\n",
" let col = df.cols[colId];\n",
" if (!cell.empty) {\n",
" if (col.children.length === 0) {\n",
" th.innerHTML = col.name\n",
" } else {\n",
" let link = document.createElement(&quot;a&quot;)\n",
" link.className = &quot;expander&quot;\n",
" let that = this\n",
" link.onclick = function () {\n",
" col.expanded = !col.expanded\n",
" that.renderTable(id)\n",
" }\n",
" link.appendChild(this.createExpander(col.expanded))\n",
" link.innerHTML += col.name\n",
" th.appendChild(link)\n",
" }\n",
" }\n",
" let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
" if (col.rightAlign)\n",
" classes += &quot; rightAlign&quot;\n",
" if (isLastRow)\n",
" classes += &quot; bottomBorder&quot;\n",
" if (classes.length &gt; 0)\n",
" th.setAttribute(&quot;class&quot;, classes)\n",
" tr.appendChild(th)\n",
" }\n",
" }\n",
"\n",
" &sol;&sol; body\n",
" let body = document.createElement(&quot;tbody&quot;)\n",
" table.appendChild(body)\n",
"\n",
" let columns = renderData.pop()\n",
" for (let row = 0; row &lt; df.nrow; row++) {\n",
" let tr = document.createElement(&quot;tr&quot;);\n",
" body.appendChild(tr)\n",
" for (let i = 0; i &lt; columns.length; i++) {\n",
" let cell = columns[i]\n",
" let td = document.createElement(&quot;td&quot;);\n",
" let colId = cell.id\n",
" let col = df.cols[colId]\n",
" let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
" if (col.rightAlign)\n",
" classes += &quot; rightAlign&quot;\n",
" if (classes.length &gt; 0)\n",
" td.setAttribute(&quot;class&quot;, classes)\n",
" tr.appendChild(td)\n",
" let value = col.values[row]\n",
" if (value.frameId !== undefined) {\n",
" let frameId = value.frameId\n",
" let expanded = rootDf.expandedFrames.has(frameId)\n",
" let link = document.createElement(&quot;a&quot;)\n",
" link.className = &quot;expander&quot;\n",
" let that = this\n",
" link.onclick = function () {\n",
" if (rootDf.expandedFrames.has(frameId))\n",
" rootDf.expandedFrames.delete(frameId)\n",
" else rootDf.expandedFrames.add(frameId)\n",
" that.renderTable(id)\n",
" }\n",
" link.appendChild(this.createExpander(expanded))\n",
" link.innerHTML += value.value\n",
" if (expanded) {\n",
" td.appendChild(link)\n",
" td.appendChild(document.createElement(&quot;p&quot;))\n",
" const childTable = document.createElement(&quot;table&quot;)\n",
" childTable.className = &quot;dataframe&quot;\n",
" childTable.id = &quot;df_&quot; + frameId\n",
" let childDf = rootDf.childFrames[frameId]\n",
" childTable.df = childDf\n",
" td.appendChild(childTable)\n",
" this.renderTable(frameId)\n",
" if (childDf.nrow !== childDf.totalRows) {\n",
" const footer = document.createElement(&quot;p&quot;)\n",
" footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
" td.appendChild(footer)\n",
" }\n",
" } else {\n",
" td.appendChild(link)\n",
" }\n",
" } else if (value.style !== undefined) {\n",
" td.innerHTML = value.value\n",
" td.setAttribute(&quot;style&quot;, value.style)\n",
" } else td.innerHTML = value\n",
" this.nodeScriptReplace(td)\n",
" }\n",
" }\n",
" }\n",
"\n",
" this.nodeScriptReplace = function (node) {\n",
" if (this.nodeScriptIs(node) === true) {\n",
" node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
" } else {\n",
" let i = -1, children = node.childNodes;\n",
" while (++i &lt; children.length) {\n",
" this.nodeScriptReplace(children[i]);\n",
" }\n",
" }\n",
"\n",
" return node;\n",
" }\n",
"\n",
" this.nodeScriptClone = function (node) {\n",
" let script = document.createElement(&quot;script&quot;);\n",
" script.text = node.innerHTML;\n",
"\n",
" let i = -1, attrs = node.attributes, attr;\n",
" while (++i &lt; attrs.length) {\n",
" script.setAttribute((attr = attrs[i]).name, attr.value);\n",
" }\n",
" return script;\n",
" }\n",
"\n",
" this.nodeScriptIs = function (node) {\n",
" return node.tagName === 'SCRIPT';\n",
" }\n",
" })()\n",
"\n",
" window.call_DataFrame = function (f) {\n",
" return f();\n",
" };\n",
"\n",
" let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
" if (funQueue) {\n",
" funQueue.forEach(function (f) {\n",
" f();\n",
" });\n",
" funQueue = [];\n",
" }\n",
"})()\n",
"\n",
"&sol;*&lt;!--*&sol;\n",
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;firstName: String&bsol;&quot;&gt;firstName&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Evelyn&quot;,&quot;Daniel&quot;,&quot;Lily&quot;,&quot;Henry&quot;,&quot;Addison&quot;] }, \n",
"{ name: &quot;&lt;span title=&bsol;&quot;address: String&bsol;&quot;&gt;address&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;1065 Lincoln Street&quot;,&quot;1163 Pine Street&quot;,&quot;1946 Oak Street&quot;,&quot;1837 Maple Street&quot;,&quot;568 Tenth Street&quot;] }, \n",
"{ name: &quot;&lt;span title=&bsol;&quot;city: String&bsol;&quot;&gt;city&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Dallas&quot;,&quot;Los Angeles&quot;,&quot;Phoenix&quot;,&quot;Indianapolis&quot;,&quot;San Francisco&quot;] }, \n",
"{ name: &quot;&lt;span title=&bsol;&quot;state: String&bsol;&quot;&gt;state&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Maine&quot;,&quot;Nevada&quot;,&quot;Massachusetts&quot;,&quot;Delaware&quot;,&quot;Montana&quot;] }, \n",
"], id: -285212646, rootId: -285212646, totalRows: 5 } ) });\n",
"&sol;*--&gt;*&sol;\n",
"\n",
"call_DataFrame(function() { DataFrame.renderTable(-285212646) });\n",
"\n",
"\n",
" &lt;&sol;script&gt;\n",
" &lt;&sol;html&gt;\"></iframe>\n",
" <script>\n",
" function o_resize_iframe_out_14() {\n",
" let elem = document.getElementById(\"iframe_out_14\");\n",
" resize_iframe_out_14(elem);\n",
" setInterval(resize_iframe_out_14, 5000, elem);\n",
" }\n",
" function resize_iframe_out_14(el) {\n",
" let h = el.contentWindow.document.body.scrollHeight;\n",
" el.height = h === 0 ? 0 : h + 41;\n",
" }\n",
" </script> <html>\n",
" <head>\n",
" <style type=\"text/css\">\n",
" :root {\n",
" --background: #fff;\n",
" --background-odd: #f5f5f5;\n",
" --background-hover: #d9edfd;\n",
" --header-text-color: #474747;\n",
" --text-color: #848484;\n",
" --text-color-dark: #000;\n",
" --text-color-medium: #737373;\n",
" --text-color-pale: #b3b3b3;\n",
" --inner-border-color: #aaa;\n",
" --bold-border-color: #000;\n",
" --link-color: #296eaa;\n",
" --link-color-pale: #296eaa;\n",
" --link-hover: #1a466c;\n",
"}\n",
"\n",
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
" --background: #303030;\n",
" --background-odd: #3c3c3c;\n",
" --background-hover: #464646;\n",
" --header-text-color: #dddddd;\n",
" --text-color: #b3b3b3;\n",
" --text-color-dark: #dddddd;\n",
" --text-color-medium: #b2b2b2;\n",
" --text-color-pale: #737373;\n",
" --inner-border-color: #707070;\n",
" --bold-border-color: #777777;\n",
" --link-color: #008dc0;\n",
" --link-color-pale: #97e1fb;\n",
" --link-hover: #00688e;\n",
"}\n",
"\n",
"p.dataframe_description {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe {\n",
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
" font-size: 12px;\n",
" background-color: var(--background);\n",
" color: var(--text-color-dark);\n",
" border: none;\n",
" border-collapse: collapse;\n",
"}\n",
"\n",
"table.dataframe th, td {\n",
" padding: 6px;\n",
" border: 1px solid transparent;\n",
" text-align: left;\n",
"}\n",
"\n",
"table.dataframe th {\n",
" background-color: var(--background);\n",
" color: var(--header-text-color);\n",
"}\n",
"\n",
"table.dataframe td {\n",
" vertical-align: top;\n",
"}\n",
"\n",
"table.dataframe th.bottomBorder {\n",
" border-bottom-color: var(--bold-border-color);\n",
"}\n",
"\n",
"table.dataframe tbody > tr:nth-child(odd) {\n",
" background: var(--background-odd);\n",
"}\n",
"\n",
"table.dataframe tbody > tr:nth-child(even) {\n",
" background: var(--background);\n",
"}\n",
"\n",
"table.dataframe tbody > tr:hover {\n",
" background: var(--background-hover);\n",
"}\n",
"\n",
"table.dataframe a {\n",
" cursor: pointer;\n",
" color: var(--link-color);\n",
" text-decoration: none;\n",
"}\n",
"\n",
"table.dataframe tr:hover > td a {\n",
" color: var(--link-color-pale);\n",
"}\n",
"\n",
"table.dataframe a:hover {\n",
" color: var(--link-hover);\n",
" text-decoration: underline;\n",
"}\n",
"\n",
"table.dataframe img {\n",
" max-width: fit-content;\n",
"}\n",
"\n",
"table.dataframe th.complex {\n",
" background-color: var(--background);\n",
" border: 1px solid var(--background);\n",
"}\n",
"\n",
"table.dataframe .leftBorder {\n",
" border-left-color: var(--inner-border-color);\n",
"}\n",
"\n",
"table.dataframe .rightBorder {\n",
" border-right-color: var(--inner-border-color);\n",
"}\n",
"\n",
"table.dataframe .rightAlign {\n",
" text-align: right;\n",
"}\n",
"\n",
"table.dataframe .expanderSvg {\n",
" width: 8px;\n",
" height: 8px;\n",
" margin-right: 3px;\n",
"}\n",
"\n",
"table.dataframe .expander {\n",
" display: flex;\n",
" align-items: center;\n",
"}\n",
"\n",
"/* formatting */\n",
"\n",
"table.dataframe .null {\n",
" color: var(--text-color-pale);\n",
"}\n",
"\n",
"table.dataframe .structural {\n",
" color: var(--text-color-medium);\n",
" font-weight: bold;\n",
"}\n",
"\n",
"table.dataframe .dataFrameCaption {\n",
" font-weight: bold;\n",
"}\n",
"\n",
"table.dataframe .numbers {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe td:hover .formatted .structural, .null {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe tr:hover .formatted .structural, .null {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"\n",
" </style>\n",
" </head>\n",
" <body>\n",
" <table class=\"dataframe\" id=\"static_df_-285212645\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">firstName</th><th class=\"bottomBorder\" style=\"text-align:left\">address</th><th class=\"bottomBorder\" style=\"text-align:left\">city</th><th class=\"bottomBorder\" style=\"text-align:left\">state</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">Evelyn</td><td style=\"vertical-align:top\">1065 Lincoln Street</td><td style=\"vertical-align:top\">Dallas</td><td style=\"vertical-align:top\">Maine</td></tr><tr><td style=\"vertical-align:top\">Daniel</td><td style=\"vertical-align:top\">1163 Pine Street</td><td style=\"vertical-align:top\">Los Angeles</td><td style=\"vertical-align:top\">Nevada</td></tr><tr><td style=\"vertical-align:top\">Lily</td><td style=\"vertical-align:top\">1946 Oak Street</td><td style=\"vertical-align:top\">Phoenix</td><td style=\"vertical-align:top\">Massachusetts</td></tr><tr><td style=\"vertical-align:top\">Henry</td><td style=\"vertical-align:top\">1837 Maple Street</td><td style=\"vertical-align:top\">Indianapolis</td><td style=\"vertical-align:top\">Delaware</td></tr><tr><td style=\"vertical-align:top\">Addison</td><td style=\"vertical-align:top\">568 Tenth Street</td><td style=\"vertical-align:top\">San Francisco</td><td style=\"vertical-align:top\">Montana</td></tr></tbody></table>\n",
" </body>\n",
" <script>\n",
" document.getElementById(\"static_df_-285212645\").style.display = \"none\";\n",
" </script>\n",
" </html>"
],
"application/kotlindataframe+json": "{\"$version\":\"2.0.0\",\"metadata\":{\"columns\":[\"firstName\",\"address\",\"city\",\"state\"],\"nrow\":5,\"ncol\":4},\"kotlin_dataframe\":[{\"firstName\":\"Evelyn\",\"address\":\"1065 Lincoln Street\",\"city\":\"Dallas\",\"state\":\"Maine\"},{\"firstName\":\"Daniel\",\"address\":\"1163 Pine Street\",\"city\":\"Los Angeles\",\"state\":\"Nevada\"},{\"firstName\":\"Lily\",\"address\":\"1946 Oak Street\",\"city\":\"Phoenix\",\"state\":\"Massachusetts\"},{\"firstName\":\"Henry\",\"address\":\"1837 Maple Street\",\"city\":\"Indianapolis\",\"state\":\"Delaware\"},{\"firstName\":\"Addison\",\"address\":\"568 Tenth Street\",\"city\":\"San Francisco\",\"state\":\"Montana\"}]}"
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"execution_count": 11
},
{
"metadata": {
"ExecuteTime": {
"end_time": "2024-06-26T15:40:45.027450Z",
"start_time": "2024-06-26T15:40:44.851607Z"
}
},
"cell_type": "code",
"source": [
"rawUserData.select {\n",
" cols { it.name.contains(\".+Name\".toRegex()) }\n",
"}.tail()"
],
"outputs": [
{
"data": {
"text/html": [
" <iframe onload=\"o_resize_iframe_out_16()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_16\" frameBorder=\"0\" srcdoc=\" &lt;html&gt;\n",
" &lt;head&gt;\n",
" &lt;style type=&quot;text&sol;css&quot;&gt;\n",
" :root {\n",
" --background: #fff;\n",
" --background-odd: #f5f5f5;\n",
" --background-hover: #d9edfd;\n",
" --header-text-color: #474747;\n",
" --text-color: #848484;\n",
" --text-color-dark: #000;\n",
" --text-color-medium: #737373;\n",
" --text-color-pale: #b3b3b3;\n",
" --inner-border-color: #aaa;\n",
" --bold-border-color: #000;\n",
" --link-color: #296eaa;\n",
" --link-color-pale: #296eaa;\n",
" --link-hover: #1a466c;\n",
"}\n",
"\n",
":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
" --background: #303030;\n",
" --background-odd: #3c3c3c;\n",
" --background-hover: #464646;\n",
" --header-text-color: #dddddd;\n",
" --text-color: #b3b3b3;\n",
" --text-color-dark: #dddddd;\n",
" --text-color-medium: #b2b2b2;\n",
" --text-color-pale: #737373;\n",
" --inner-border-color: #707070;\n",
" --bold-border-color: #777777;\n",
" --link-color: #008dc0;\n",
" --link-color-pale: #97e1fb;\n",
" --link-hover: #00688e;\n",
"}\n",
"\n",
"p.dataframe_description {\n",
" color: var(--text-color-dark);\n",
"}\n",
"\n",
"table.dataframe {\n",
" font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
" font-size: 12px;\n",
" background-color: var(--background);\n",
" color: var(--text-color-dark);\n",
" border: none;\n",
" border-collapse: collapse;\n",
"}\n",
"\n",
"table.dataframe th, td {\n",
" padding: 6px;\n",
" border: 1px solid transparent;\n",
" text-align: left;\n",
"}\n",
"\n",
"table.dataframe th {\n",
" background-color: var(--background);\n",
" color: var(--header-text-color);\n",
"}\n",
"\n",
"table.dataframe td {\n",
" vertical-align: top;\n",
"}\n",
"\n",
"table.dataframe th.bottomBorder {\n",
" border-bottom-color: var(--bold-border-color);\n",
"}\n",
"\n",
"table.dataframe tbody &gt; tr:nth-child(odd) {\n",
" background: var(--background-odd);\n",
"}\n",
"\n",
"table.dataframe tbody &gt; tr:nth-child(even) {\n",
" background: var(--background);\n",
"}\n",
"\n",
"table.dataframe tbody &gt; tr:hover {\n",
" background: var(--background-hover);\n",
"}\n",
"\n",
"table.dataframe a {\n",
" cursor: pointer;\n",
" color: var(--link-color);\n",
" text-decoration: none;\n",
"}\n",