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Give us feedback ↗"}]}],["$","li",null,{"children":["$","a",null,{"href":"https://github.com/deephaven/deephaven-core/tree/main/docs/groovy/how-to-guides/null-inf-nan.md","children":"Edit this page on GitHub ↗"}]}],["$","li",null,{"children":["$","a",null,{"href":"#top","children":"↑ Back to top"}]}],false]}]}],["$","article",null,{"children":["$","div",null,{"className":"markdown","children":["$undefined",["$","h1",null,{"children":"Null, infinity, and NaN values"}],[["$","p",null,{"children":"Null, infinity, and not-a-number (NaN) values can unexpectedly appear in your datasets and disrupt calculations if not handled properly. This guide shows you how to detect, filter, and replace these special values to keep your data analysis running smoothly. Not all numeric types support each of these special values."}],"\n",["$","p",null,{"children":["In computing, null, infinity, and NaN are special values that represent missing, undefined, or indeterminate data. Nulls exist for all ",["$","$Lf",null,{"href":"https://docs.oracle.com/javase/tutorial/java/nutsandbolts/datatypes.html","children":"Java primitive types"}],", while NaN and infinity exist only for floating-point types."]}],"\n",["$","p",null,{"children":[["$","strong",null,{"children":"Nulls"}]," represent missing data. Each data type reserves a single, specific value to represent null. For example, Deephaven reserves ",["$","code",null,{"children":"-32768"}]," as the null value for the primitive ",["$","code",null,{"children":"short"}]," data type, resulting in an adjusted minimum value of ",["$","code",null,{"children":"-32767"}]," instead of the traditional ",["$","code",null,{"children":"-32768"}],"."]}],"\n",["$","p",null,{"children":[["$","strong",null,{"children":"NaNs"}]," represent undefined mathematical results. For instance, the logarithm of a negative number is undefined, so that result is represented as NaN."]}],"\n",["$","p",null,{"children":[["$","strong",null,{"children":"Infinities"}]," represent mathematically infinite values. Unlike NaNs, infinities are well-defined mathematically. For example, any positive number divided by ",["$","code",null,{"children":"0"}]," is undefined numerically but mathematically is defined as positive infinity."]}],"\n",["$","h2",null,{"id":"available-constants","children":["Available constants",["$","$Lf",null,{"href":"#available-constants","aria-hidden":"true","tabIndex":"-1","children":["$","span",null,{"className":"icon icon-link"}]}]]}],"\n",["$","p",null,{"children":["Deephaven provides constant values representing null, infinity, and NaN values for each numeric type. These values are available in Groovy as well as ",["$","$Lf",null,{"href":".././built-in-constants","children":"built into the query language"}],"."]}],"\n",["$","h3",null,{"id":"nulls","children":["Nulls",["$","$Lf",null,{"href":"#nulls","aria-hidden":"true","tabIndex":"-1","children":["$","span",null,{"className":"icon icon-link"}]}]]}],"\n",["$","p",null,{"children":"The following null constants are available in Deephaven:"}],"\n",["$","$2e",null,{"children":"$L2f"}],"\n",["$","$L30",null,{"objectsFile":"/snapshots/18f8319c352c6ca480352e81cb448178.json","order":":log","path":"https://d2qmtmpk475t23.cloudfront.net/deephaven/deephaven-core/groovy/docs/main"}],"\n",["$","$2e",null,{"children":"$L31"}],"\n",["$","$L30",null,{"objectsFile":"/snapshots/507d69aed463990659147023be686f0d.json","order":"source,sourceMeta","path":"https://d2qmtmpk475t23.cloudfront.net/deephaven/deephaven-core/groovy/docs/main"}],"\n",["$","h3",null,{"id":"nans","children":["NaNs",["$","$Lf",null,{"href":"#nans","aria-hidden":"true","tabIndex":"-1","children":["$","span",null,{"className":"icon icon-link"}]}]]}],"\n",["$","p",null,{"children":"The following NaN constants are available in Deephaven:"}],"\n",["$","$2e",null,{"children":"$L32"}],"\n",["$","$L30",null,{"objectsFile":"/snapshots/a5645a9ba4dc04a30598ebb5ead9a498.json","order":":log","path":"https://d2qmtmpk475t23.cloudfront.net/deephaven/deephaven-core/groovy/docs/main"}],"\n",["$","$2e",null,{"children":"$L33"}],"\n",["$","$L30",null,{"objectsFile":"/snapshots/052046086487f98e55c6e1746f9b13c0.json","order":"source,sourceMeta","path":"https://d2qmtmpk475t23.cloudfront.net/deephaven/deephaven-core/groovy/docs/main"}],"\n",["$","h3",null,{"id":"infinities","children":["Infinities",["$","$Lf",null,{"href":"#infinities","aria-hidden":"true","tabIndex":"-1","children":["$","span",null,{"className":"icon icon-link"}]}]]}],"\n",["$","p",null,{"children":"The following infinity constants are available in Deephaven:"}],"\n",["$","$2e",null,{"children":"$L34"}],"\n",["$","$L30",null,{"objectsFile":"/snapshots/58beea80fac884ceb783cf8e957c7fdc.json","order":":log","path":"https://d2qmtmpk475t23.cloudfront.net/deephaven/deephaven-core/groovy/docs/main"}],"\n",["$","$2e",null,{"children":"$L35"}],"\n",["$","$L30",null,{"objectsFile":"/snapshots/04897ea89029f95d6838a1a2a406c1a1.json","order":"source,sourceMeta","path":"https://d2qmtmpk475t23.cloudfront.net/deephaven/deephaven-core/groovy/docs/main"}],"\n",["$","h3",null,{"id":"built-in-constants-in-groovy","children":["Built-in constants in Groovy",["$","$Lf",null,{"href":"#built-in-constants-in-groovy","aria-hidden":"true","tabIndex":"-1","children":["$","span",null,{"className":"icon icon-link"}]}]]}],"\n",["$","p",null,{"children":["The built-in constants shown above are available directly in both Groovy code and ",["$","$Lf",null,{"href":".././query-string-overview","children":"query strings"}],"."]}],"\n",["$","h2",null,{"id":"use-null-infinity-and-nan-values","children":["Use null, infinity, and NaN values",["$","$Lf",null,{"href":"#use-null-infinity-and-nan-values","aria-hidden":"true","tabIndex":"-1","children":["$","span",null,{"className":"icon icon-link"}]}]]}],"\n",["$","p",null,{"children":"Nulls, NaNs, and infinities are handled in similar ways in table operations."}],"\n",["$","h3",null,{"id":"built-in-functions","children":["Built-in functions",["$","$Lf",null,{"href":"#built-in-functions","aria-hidden":"true","tabIndex":"-1","children":["$","span",null,{"className":"icon icon-link"}]}]]}],"\n",["$","p",null,{"children":["The ",["$","$Lf",null,{"href":".././built-in-functions","children":"functions built into the query language"}]," gracefully handle null, NaN, and infinity values. For instance, the built-in ",["$","$Lf",null,{"href":"https://docs.deephaven.io/core/javadoc/io/deephaven/function/Numeric.html#sin(double)","children":["$","code",null,{"children":"sin"}]}]," function handles them with no additional steps:"]}],"\n",["$","$2e",null,{"children":"$L36"}],"\n",["$","$L30",null,{"objectsFile":"/snapshots/4effa8e6bd51b287b62d9c1a0f3d6cab.json","order":"source","path":"https://d2qmtmpk475t23.cloudfront.net/deephaven/deephaven-core/groovy/docs/main"}],"\n",["$","h3",null,{"id":"replace-values","children":["Replace values",["$","$Lf",null,{"href":"#replace-values","aria-hidden":"true","tabIndex":"-1","children":["$","span",null,{"className":"icon icon-link"}]}]]}],"\n",["$","p",null,{"children":["Replacing null, NaN, and infinity values is a common practice when a dataset should have a default value. The following code block replaces null values with ",["$","code",null,{"children":"-1"}]," using ",["$","$Lf",null,{"href":".././built-in-functions","children":"built-in methods"}],":"]}],"\n",["$","$2e",null,{"children":"$L37"}],"\n",["$","$L30",null,{"objectsFile":"/snapshots/bcf1f6803b13689a68d68be5ae4eb4aa.json","order":"source","path":"https://d2qmtmpk475t23.cloudfront.net/deephaven/deephaven-core/groovy/docs/main"}],"\n",["$","h3",null,{"id":"remove-values","children":["Remove values",["$","$Lf",null,{"href":"#remove-values","aria-hidden":"true","tabIndex":"-1","children":["$","span",null,{"className":"icon icon-link"}]}]]}],"\n",["$","p",null,{"children":[["$","$Lf",null,{"href":".././built-in-functions","children":"Built-in methods"}]," can also be used to ",["$","$Lf",null,{"href":".././filters","children":"filter"}]," out null and NaN values. There is no built-in method specifically to remove infinity values."]}],"\n",["$","$2e",null,{"children":"$L38"}],"\n",["$","$L30",null,{"objectsFile":"/snapshots/b72afbf0fce383c25449666dc5da7537.json","order":"source,resultNoNulls,resultNoNans,resultNoNullsNans","path":"https://d2qmtmpk475t23.cloudfront.net/deephaven/deephaven-core/groovy/docs/main"}],"\n",["$","h3",null,{"id":"user-defined-functions","children":["User-defined functions",["$","$Lf",null,{"href":"#user-defined-functions","aria-hidden":"true","tabIndex":"-1","children":["$","span",null,{"className":"icon icon-link"}]}]]}],"\n",["$","p",null,{"children":"When passing null, NaN, or infinity values from tables into Groovy closures, you can use the built-in constants to check input values:"}],"\n",["$","$2e",null,{"children":"$L39"}],"\n",["$","$L30",null,{"objectsFile":"/snapshots/8c2a7f1270e199a9874774550478142a.json","order":"source,result","path":"https://d2qmtmpk475t23.cloudfront.net/deephaven/deephaven-core/groovy/docs/main"}],"\n",["$","h2",null,{"id":"related-documentation","children":["Related documentation",["$","$Lf",null,{"href":"#related-documentation","aria-hidden":"true","tabIndex":"-1","children":["$","span",null,{"className":"icon icon-link"}]}]]}],"\n",["$","ul",null,{"children":["\n",["$","li",null,{"children":["$","$Lf",null,{"href":".././new-and-empty-table#emptytable","children":"Create an empty table"}]}],"\n",["$","li",null,{"children":["$","$Lf",null,{"href":".././new-and-empty-table#newtable","children":"Create a new table"}]}],"\n",["$","li",null,{"children":["$","$Lf",null,{"href":".././query-string-overview","children":"Query string overview"}]}],"\n",["$","li",null,{"children":["$","$Lf",null,{"href":".././filters","children":"Filters in query strings"}]}],"\n",["$","li",null,{"children":["$","$Lf",null,{"href":".././formulas","children":"Formulas in query strings"}]}],"\n",["$","li",null,{"children":["$","$Lf",null,{"href":".././operators","children":"Operators in query strings"}]}],"\n",["$","li",null,{"children":["$","$Lf",null,{"href":".././groovy-variables","children":"Groovy variables in query strings"}]}],"\n",["$","li",null,{"children":["$","$Lf",null,{"href":".././groovy-closures","children":"Groovy closures in query strings"}]}],"\n",["$","li",null,{"children":["$","$Lf",null,{"href":"../../reference/query-language/query-library/auto-imported-functions","children":"Auto-imported functions"}]}],"\n"]}]]]}]}]]
3a:I[5183,["5079","static/chunks/3c747828-41e9f46cc1337094.js","8218","static/chunks/aaea2bcf-3d71fa65747a4b58.js","2972","static/chunks/2972-84dca673fd243cee.js","4887","static/chunks/4887-05748514ec6f83c9.js","9783","static/chunks/9783-ee70276ef2279b23.js","2793","static/chunks/2793-1c2d2883ff508ae2.js","6423","static/chunks/6423-8ea740d3a5a09956.js","9448","static/chunks/9448-fbccb7b5a2d8a0e7.js","9475","static/chunks/9475-861f321b0ff5097d.js","6369","static/chunks/app/(docs)/%5B...slug%5D/page-fb4206ffedb59e79.js"],"default"]
3b:Td2b,<pre class="shiki shiki-themes github-light github-dark" style="background-color:#fff;--shiki-dark-bg:#24292e;color:#24292e;--shiki-dark:#e1e4e8" tabindex="0"><code><span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">nulls </span><span style="color:#D73A49;--shiki-dark:#F97583">=</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> [</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "boolean"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">: </span><span style="color:#005CC5;--shiki-dark:#79B8FF">NULL_BOOLEAN</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "char"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">: </span><span style="color:#005CC5;--shiki-dark:#79B8FF">NULL_CHAR</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "byte"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">: </span><span style="color:#005CC5;--shiki-dark:#79B8FF">NULL_BYTE</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "short"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">: </span><span style="color:#005CC5;--shiki-dark:#79B8FF">NULL_SHORT</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "int"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">: </span><span style="color:#005CC5;--shiki-dark:#79B8FF">NULL_INT</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "long"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">: </span><span style="color:#005CC5;--shiki-dark:#79B8FF">NULL_LONG</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "float"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">: </span><span style="color:#005CC5;--shiki-dark:#79B8FF">NULL_FLOAT</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "double"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">: </span><span style="color:#005CC5;--shiki-dark:#79B8FF">NULL_DOUBLE</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">]</span></span>
<span class="line"></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">nulls</span><span style="color:#D73A49;--shiki-dark:#F97583">.</span><span style="color:#24292E;--shiki-dark:#E1E4E8">each { </span><span style="color:#E36209;--shiki-dark:#FFAB70">key</span><span style="color:#24292E;--shiki-dark:#E1E4E8">, </span><span style="color:#E36209;--shiki-dark:#FFAB70">value</span><span style="color:#D73A49;--shiki-dark:#F97583"> -></span></span>
<span class="line"><span style="color:#005CC5;--shiki-dark:#79B8FF">    println</span><span style="color:#032F62;--shiki-dark:#9ECBFF"> "Null value for ${key}: ${value}"</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">}</span></span>
<span class="line"></span></code></pre>2f:["$","div",null,{"className":"codeblock-wrapper","children":[["$","$L3a",null,{"code":"nulls = [\n    \"boolean\": NULL_BOOLEAN,\n    \"char\": NULL_CHAR,\n    \"byte\": NULL_BYTE,\n    \"short\": NULL_SHORT,\n    \"int\": NULL_INT,\n    \"long\": NULL_LONG,\n    \"float\": NULL_FLOAT,\n    \"double\": NULL_DOUBLE\n]\n\nnulls.each { key, value ->\n    println \"Null value for ${key}: ${value}\"\n}\n"}],["$","div",null,{"className":"codeblock","data-lang":"groovy","dangerouslySetInnerHTML":{"__html":"$3b"}}]]}]
3c:T96a,<pre class="shiki shiki-themes github-light github-dark" style="background-color:#fff;--shiki-dark-bg:#24292e;color:#24292e;--shiki-dark:#e1e4e8" tabindex="0"><code><span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">source </span><span style="color:#D73A49;--shiki-dark:#F97583">=</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> emptyTable(</span><span style="color:#005CC5;--shiki-dark:#79B8FF">1</span><span style="color:#24292E;--shiki-dark:#E1E4E8">)</span><span style="color:#D73A49;--shiki-dark:#F97583">.</span><span style="color:#24292E;--shiki-dark:#E1E4E8">update(</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "NullBoolean = NULL_BOOLEAN"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "NullChar = NULL_CHAR"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "NullByte = NULL_BYTE"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "NullShort = NULL_SHORT"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "NullInt = NULL_INT"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "NullLong = NULL_LONG"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "NullFloat = NULL_FLOAT"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "NullDouble = NULL_DOUBLE"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">)</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">sourceMeta </span><span style="color:#D73A49;--shiki-dark:#F97583">=</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> source</span><span style="color:#D73A49;--shiki-dark:#F97583">.</span><span style="color:#24292E;--shiki-dark:#E1E4E8">meta()</span></span>
<span class="line"></span></code></pre>31:["$","div",null,{"className":"codeblock-wrapper","children":[["$","$L3a",null,{"code":"source = emptyTable(1).update(\n    \"NullBoolean = NULL_BOOLEAN\",\n    \"NullChar = NULL_CHAR\",\n    \"NullByte = NULL_BYTE\",\n    \"NullShort = NULL_SHORT\",\n    \"NullInt = NULL_INT\",\n    \"NullLong = NULL_LONG\",\n    \"NullFloat = NULL_FLOAT\",\n    \"NullDouble = NULL_DOUBLE\",\n)\nsourceMeta = source.meta()\n"}],["$","div",null,{"className":"codeblock","data-lang":"groovy","dangerouslySetInnerHTML":{"__html":"$3c"}}]]}]
3d:T6c4,<pre class="shiki shiki-themes github-light github-dark" style="background-color:#fff;--shiki-dark-bg:#24292e;color:#24292e;--shiki-dark:#e1e4e8" tabindex="0"><code><span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">nanValues </span><span style="color:#D73A49;--shiki-dark:#F97583">=</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> [</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "float"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">: </span><span style="color:#005CC5;--shiki-dark:#79B8FF">NAN_FLOAT</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "double"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">: </span><span style="color:#005CC5;--shiki-dark:#79B8FF">NAN_DOUBLE</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">]</span></span>
<span class="line"></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">nanValues</span><span style="color:#D73A49;--shiki-dark:#F97583">.</span><span style="color:#24292E;--shiki-dark:#E1E4E8">each { </span><span style="color:#E36209;--shiki-dark:#FFAB70">key</span><span style="color:#24292E;--shiki-dark:#E1E4E8">, </span><span style="color:#E36209;--shiki-dark:#FFAB70">value</span><span style="color:#D73A49;--shiki-dark:#F97583"> -></span></span>
<span class="line"><span style="color:#005CC5;--shiki-dark:#79B8FF">    println</span><span style="color:#032F62;--shiki-dark:#9ECBFF"> "NaN value for ${key}: ${value}"</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">}</span></span>
<span class="line"></span></code></pre>32:["$","div",null,{"className":"codeblock-wrapper","children":[["$","$L3a",null,{"code":"nanValues = [\n    \"float\": NAN_FLOAT,\n    \"double\": NAN_DOUBLE\n]\n\nnanValues.each { key, value ->\n    println \"NaN value for ${key}: ${value}\"\n}\n"}],["$","div",null,{"className":"codeblock","data-lang":"groovy","dangerouslySetInnerHTML":{"__html":"$3d"}}]]}]
3e:T57c,<pre class="shiki shiki-themes github-light github-dark" style="background-color:#fff;--shiki-dark-bg:#24292e;color:#24292e;--shiki-dark:#e1e4e8" tabindex="0"><code><span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">source </span><span style="color:#D73A49;--shiki-dark:#F97583">=</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> emptyTable(</span><span style="color:#005CC5;--shiki-dark:#79B8FF">1</span><span style="color:#24292E;--shiki-dark:#E1E4E8">)</span><span style="color:#D73A49;--shiki-dark:#F97583">.</span><span style="color:#24292E;--shiki-dark:#E1E4E8">update(</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "NanFloat = NAN_FLOAT"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "NanDouble = NAN_DOUBLE"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">)</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">sourceMeta </span><span style="color:#D73A49;--shiki-dark:#F97583">=</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> source</span><span style="color:#D73A49;--shiki-dark:#F97583">.</span><span style="color:#24292E;--shiki-dark:#E1E4E8">meta()</span></span>
<span class="line"></span></code></pre>33:["$","div",null,{"className":"codeblock-wrapper","children":[["$","$L3a",null,{"code":"source = emptyTable(1).update(\n    \"NanFloat = NAN_FLOAT\",\n    \"NanDouble = NAN_DOUBLE\",\n)\nsourceMeta = source.meta()\n"}],["$","div",null,{"className":"codeblock","data-lang":"groovy","dangerouslySetInnerHTML":{"__html":"$3e"}}]]}]
3f:T92d,<pre class="shiki shiki-themes github-light github-dark" style="background-color:#fff;--shiki-dark-bg:#24292e;color:#24292e;--shiki-dark:#e1e4e8" tabindex="0"><code><span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">infinityValues </span><span style="color:#D73A49;--shiki-dark:#F97583">=</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> [</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "pos_float"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">: </span><span style="color:#005CC5;--shiki-dark:#79B8FF">POS_INFINITY_FLOAT</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "pos_double"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">: </span><span style="color:#005CC5;--shiki-dark:#79B8FF">POS_INFINITY_DOUBLE</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "neg_float"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">: </span><span style="color:#005CC5;--shiki-dark:#79B8FF">NEG_INFINITY_FLOAT</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "neg_double"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">: </span><span style="color:#005CC5;--shiki-dark:#79B8FF">NEG_INFINITY_DOUBLE</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">]</span></span>
<span class="line"></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">infinityValues</span><span style="color:#D73A49;--shiki-dark:#F97583">.</span><span style="color:#24292E;--shiki-dark:#E1E4E8">each { </span><span style="color:#E36209;--shiki-dark:#FFAB70">key</span><span style="color:#24292E;--shiki-dark:#E1E4E8">, </span><span style="color:#E36209;--shiki-dark:#FFAB70">value</span><span style="color:#D73A49;--shiki-dark:#F97583"> -></span></span>
<span class="line"><span style="color:#005CC5;--shiki-dark:#79B8FF">    println</span><span style="color:#032F62;--shiki-dark:#9ECBFF"> "Infinity value for ${key}: ${value}"</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">}</span></span>
<span class="line"></span></code></pre>34:["$","div",null,{"className":"codeblock-wrapper","children":[["$","$L3a",null,{"code":"infinityValues = [\n    \"pos_float\": POS_INFINITY_FLOAT,\n    \"pos_double\": POS_INFINITY_DOUBLE,\n    \"neg_float\": NEG_INFINITY_FLOAT,\n    \"neg_double\": NEG_INFINITY_DOUBLE\n]\n\ninfinityValues.each { key, value ->\n    println \"Infinity value for ${key}: ${value}\"\n}\n"}],["$","div",null,{"className":"codeblock","data-lang":"groovy","dangerouslySetInnerHTML":{"__html":"$3f"}}]]}]
40:T70e,<pre class="shiki shiki-themes github-light github-dark" style="background-color:#fff;--shiki-dark-bg:#24292e;color:#24292e;--shiki-dark:#e1e4e8" tabindex="0"><code><span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">source </span><span style="color:#D73A49;--shiki-dark:#F97583">=</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> emptyTable(</span><span style="color:#005CC5;--shiki-dark:#79B8FF">1</span><span style="color:#24292E;--shiki-dark:#E1E4E8">)</span><span style="color:#D73A49;--shiki-dark:#F97583">.</span><span style="color:#24292E;--shiki-dark:#E1E4E8">update(</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "PosInfinityFloat = POS_INFINITY_FLOAT"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "PosInfinityDouble = POS_INFINITY_DOUBLE"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "NegInfinityFloat = NEG_INFINITY_FLOAT"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "NegInfinityDouble = NEG_INFINITY_DOUBLE"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">)</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">sourceMeta </span><span style="color:#D73A49;--shiki-dark:#F97583">=</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> source</span><span style="color:#D73A49;--shiki-dark:#F97583">.</span><span style="color:#24292E;--shiki-dark:#E1E4E8">meta()</span></span>
<span class="line"></span></code></pre>35:["$","div",null,{"className":"codeblock-wrapper","children":[["$","$L3a",null,{"code":"source = emptyTable(1).update(\n    \"PosInfinityFloat = POS_INFINITY_FLOAT\",\n    \"PosInfinityDouble = POS_INFINITY_DOUBLE\",\n    \"NegInfinityFloat = NEG_INFINITY_FLOAT\",\n    \"NegInfinityDouble = NEG_INFINITY_DOUBLE\",\n)\nsourceMeta = source.meta()\n"}],["$","div",null,{"className":"codeblock","data-lang":"groovy","dangerouslySetInnerHTML":{"__html":"$40"}}]]}]
41:T85d,<pre class="shiki shiki-themes github-light github-dark" style="background-color:#fff;--shiki-dark-bg:#24292e;color:#24292e;--shiki-dark:#e1e4e8" tabindex="0"><code><span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">source </span><span style="color:#D73A49;--shiki-dark:#F97583">=</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> emptyTable(</span><span style="color:#005CC5;--shiki-dark:#79B8FF">40</span><span style="color:#24292E;--shiki-dark:#E1E4E8">)</span><span style="color:#D73A49;--shiki-dark:#F97583">.</span><span style="color:#24292E;--shiki-dark:#E1E4E8">update(</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "X1 = (ii % 4 == 0) ? NULL_DOUBLE : 0.1 * ii"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "Y1 = sin(X1)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "X2 = (ii % 4 == 0) ? NAN_DOUBLE : 0.1 * ii"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "Y2 = sin(X2)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "X3 = (ii % 4 == 0) ? POS_INFINITY_DOUBLE : 0.1 * ii"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "Y3 = sin(X3)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "X4 = (ii % 4 == 0) ? NEG_INFINITY_DOUBLE : 0.1 * ii"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "Y4 = sin(X4)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">)</span></span>
<span class="line"></span></code></pre>36:["$","div",null,{"className":"codeblock-wrapper","children":[["$","$L3a",null,{"code":"source = emptyTable(40).update(\n    \"X1 = (ii % 4 == 0) ? NULL_DOUBLE : 0.1 * ii\",\n    \"Y1 = sin(X1)\",\n    \"X2 = (ii % 4 == 0) ? NAN_DOUBLE : 0.1 * ii\",\n    \"Y2 = sin(X2)\",\n    \"X3 = (ii % 4 == 0) ? POS_INFINITY_DOUBLE : 0.1 * ii\",\n    \"Y3 = sin(X3)\",\n    \"X4 = (ii % 4 == 0) ? NEG_INFINITY_DOUBLE : 0.1 * ii\",\n    \"Y4 = sin(X4)\",\n)\n"}],["$","div",null,{"className":"codeblock","data-lang":"groovy","dangerouslySetInnerHTML":{"__html":"$41"}}]]}]
42:T92b,<pre class="shiki shiki-themes github-light github-dark" style="background-color:#fff;--shiki-dark-bg:#24292e;color:#24292e;--shiki-dark:#e1e4e8" tabindex="0"><code><span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">source </span><span style="color:#D73A49;--shiki-dark:#F97583">=</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> emptyTable(</span><span style="color:#005CC5;--shiki-dark:#79B8FF">10</span><span style="color:#24292E;--shiki-dark:#E1E4E8">)</span><span style="color:#D73A49;--shiki-dark:#F97583">.</span><span style="color:#24292E;--shiki-dark:#E1E4E8">update(</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "HasNulls = (ii % 3 == 0) ? NULL_DOUBLE : randomDouble(0, 1)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "HasNaNs = (ii % 3 == 0) ? NAN_DOUBLE : randomDouble(0, 1)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "HasPosInfs = (ii % 3 == 0) ? POS_INFINITY_DOUBLE : randomDouble(0, 1)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "HasNegInfs = (ii % 3 == 0) ? NEG_INFINITY_DOUBLE : randomDouble(0, 1)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "ReplacedNulls = replaceIfNull(HasNulls, -1)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "ReplacedNaNs = replaceIfNaN(HasNaNs, -1)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "ReplacedPosInfs = replaceIfNonFinite(HasPosInfs, -1)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "ReplacedNegInfs = replaceIfNonFinite(HasNegInfs, -1)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">)</span></span>
<span class="line"></span></code></pre>37:["$","div",null,{"className":"codeblock-wrapper","children":[["$","$L3a",null,{"code":"source = emptyTable(10).update(\n    \"HasNulls = (ii % 3 == 0) ? NULL_DOUBLE : randomDouble(0, 1)\",\n    \"HasNaNs = (ii % 3 == 0) ? NAN_DOUBLE : randomDouble(0, 1)\",\n    \"HasPosInfs = (ii % 3 == 0) ? POS_INFINITY_DOUBLE : randomDouble(0, 1)\",\n    \"HasNegInfs = (ii % 3 == 0) ? NEG_INFINITY_DOUBLE : randomDouble(0, 1)\",\n    \"ReplacedNulls = replaceIfNull(HasNulls, -1)\",\n    \"ReplacedNaNs = replaceIfNaN(HasNaNs, -1)\",\n    \"ReplacedPosInfs = replaceIfNonFinite(HasPosInfs, -1)\",\n    \"ReplacedNegInfs = replaceIfNonFinite(HasNegInfs, -1)\",\n)\n"}],["$","div",null,{"className":"codeblock","data-lang":"groovy","dangerouslySetInnerHTML":{"__html":"$42"}}]]}]
43:Ta96,<pre class="shiki shiki-themes github-light github-dark" style="background-color:#fff;--shiki-dark-bg:#24292e;color:#24292e;--shiki-dark:#e1e4e8" tabindex="0"><code><span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">source </span><span style="color:#D73A49;--shiki-dark:#F97583">=</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> emptyTable(</span><span style="color:#005CC5;--shiki-dark:#79B8FF">10</span><span style="color:#24292E;--shiki-dark:#E1E4E8">)</span><span style="color:#D73A49;--shiki-dark:#F97583">.</span><span style="color:#24292E;--shiki-dark:#E1E4E8">update(</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "HasNulls = (ii % 3 == 0) ? NULL_DOUBLE : randomDouble(0, 1)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "HasNaNs = (ii % 4 == 2) ? NAN_DOUBLE : randomDouble(5, 10)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">)</span></span>
<span class="line"></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">resultNoNulls </span><span style="color:#D73A49;--shiki-dark:#F97583">=</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> source</span><span style="color:#D73A49;--shiki-dark:#F97583">.</span><span style="color:#24292E;--shiki-dark:#E1E4E8">where(</span><span style="color:#032F62;--shiki-dark:#9ECBFF">"!isNull(HasNulls)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">)</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">resultNoNans </span><span style="color:#D73A49;--shiki-dark:#F97583">=</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> source</span><span style="color:#D73A49;--shiki-dark:#F97583">.</span><span style="color:#24292E;--shiki-dark:#E1E4E8">where(</span><span style="color:#032F62;--shiki-dark:#9ECBFF">"!isNaN(HasNaNs)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">)</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">resultNoNullsNans </span><span style="color:#D73A49;--shiki-dark:#F97583">=</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> source</span><span style="color:#D73A49;--shiki-dark:#F97583">.</span><span style="color:#24292E;--shiki-dark:#E1E4E8">where(</span><span style="color:#032F62;--shiki-dark:#9ECBFF">"!isNull(HasNulls)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">, </span><span style="color:#032F62;--shiki-dark:#9ECBFF">"!isNaN(HasNaNs)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">)</span></span>
<span class="line"></span></code></pre>38:["$","div",null,{"className":"codeblock-wrapper","children":[["$","$L3a",null,{"code":"source = emptyTable(10).update(\n    \"HasNulls = (ii % 3 == 0) ? NULL_DOUBLE : randomDouble(0, 1)\",\n    \"HasNaNs = (ii % 4 == 2) ? NAN_DOUBLE : randomDouble(5, 10)\",\n)\n\nresultNoNulls = source.where(\"!isNull(HasNulls)\")\nresultNoNans = source.where(\"!isNaN(HasNaNs)\")\nresultNoNullsNans = source.where(\"!isNull(HasNulls)\", \"!isNaN(HasNaNs)\")\n"}],["$","div",null,{"className":"codeblock","data-lang":"groovy","dangerouslySetInnerHTML":{"__html":"$43"}}]]}]
44:T17f4,<pre class="shiki shiki-themes github-light github-dark" style="background-color:#fff;--shiki-dark-bg:#24292e;color:#24292e;--shiki-dark:#e1e4e8" tabindex="0"><code><span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">myFunc </span><span style="color:#D73A49;--shiki-dark:#F97583">=</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> { </span><span style="color:#D73A49;--shiki-dark:#F97583">double</span><span style="color:#E36209;--shiki-dark:#FFAB70"> inputValue</span><span style="color:#D73A49;--shiki-dark:#F97583"> -></span></span>
<span class="line"><span style="color:#D73A49;--shiki-dark:#F97583">    if</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> (inputValue </span><span style="color:#D73A49;--shiki-dark:#F97583">==</span><span style="color:#005CC5;--shiki-dark:#79B8FF"> NULL_DOUBLE</span><span style="color:#24292E;--shiki-dark:#E1E4E8">) {</span></span>
<span class="line"><span style="color:#D73A49;--shiki-dark:#F97583">        return</span><span style="color:#005CC5;--shiki-dark:#79B8FF"> -1.0</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">    } </span><span style="color:#D73A49;--shiki-dark:#F97583">else</span><span style="color:#D73A49;--shiki-dark:#F97583"> if</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> (</span><span style="color:#D73A49;--shiki-dark:#F97583">Double.</span><span style="color:#24292E;--shiki-dark:#E1E4E8">isNaN(inputValue)) {</span></span>
<span class="line"><span style="color:#D73A49;--shiki-dark:#F97583">        return</span><span style="color:#005CC5;--shiki-dark:#79B8FF"> -2.0</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">    } </span><span style="color:#D73A49;--shiki-dark:#F97583">else</span><span style="color:#D73A49;--shiki-dark:#F97583"> if</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> (inputValue </span><span style="color:#D73A49;--shiki-dark:#F97583">==</span><span style="color:#005CC5;--shiki-dark:#79B8FF"> POS_INFINITY_DOUBLE</span><span style="color:#24292E;--shiki-dark:#E1E4E8">) {</span></span>
<span class="line"><span style="color:#D73A49;--shiki-dark:#F97583">        return</span><span style="color:#005CC5;--shiki-dark:#79B8FF"> -3.0</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">    } </span><span style="color:#D73A49;--shiki-dark:#F97583">else</span><span style="color:#D73A49;--shiki-dark:#F97583"> if</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> (inputValue </span><span style="color:#D73A49;--shiki-dark:#F97583">==</span><span style="color:#005CC5;--shiki-dark:#79B8FF"> NEG_INFINITY_DOUBLE</span><span style="color:#24292E;--shiki-dark:#E1E4E8">) {</span></span>
<span class="line"><span style="color:#D73A49;--shiki-dark:#F97583">        return</span><span style="color:#005CC5;--shiki-dark:#79B8FF"> -4.0</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">    } </span><span style="color:#D73A49;--shiki-dark:#F97583">else</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> {</span></span>
<span class="line"><span style="color:#D73A49;--shiki-dark:#F97583">        return</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> inputValue </span><span style="color:#D73A49;--shiki-dark:#F97583">*</span><span style="color:#005CC5;--shiki-dark:#79B8FF"> 2</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">    }</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">}</span></span>
<span class="line"></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">source </span><span style="color:#D73A49;--shiki-dark:#F97583">=</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> emptyTable(</span><span style="color:#005CC5;--shiki-dark:#79B8FF">10</span><span style="color:#24292E;--shiki-dark:#E1E4E8">)</span><span style="color:#D73A49;--shiki-dark:#F97583">.</span><span style="color:#24292E;--shiki-dark:#E1E4E8">update(</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "HasNulls = (ii % 3 == 0) ? NULL_DOUBLE : randomDouble(0, 1)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "HasNaNs = (ii % 4 == 2) ? NAN_DOUBLE : randomDouble(5, 10)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "HasPosInfs = (ii % 5 == 4) ? POS_INFINITY_DOUBLE : randomDouble(10, 15)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "HasNegInfs = (ii % 6 == 5) ? NEG_INFINITY_DOUBLE : randomDouble(15, 20)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">)</span></span>
<span class="line"></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">result </span><span style="color:#D73A49;--shiki-dark:#F97583">=</span><span style="color:#24292E;--shiki-dark:#E1E4E8"> source</span><span style="color:#D73A49;--shiki-dark:#F97583">.</span><span style="color:#24292E;--shiki-dark:#E1E4E8">update(</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "ResultNulls = myFunc(HasNulls)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "ResultNaNs = myFunc(HasNaNs)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "ResultPosInfs = myFunc(HasPosInfs)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#032F62;--shiki-dark:#9ECBFF">    "ResultNegInfs = myFunc(HasNegInfs)"</span><span style="color:#24292E;--shiki-dark:#E1E4E8">,</span></span>
<span class="line"><span style="color:#24292E;--shiki-dark:#E1E4E8">)</span></span>
<span class="line"></span></code></pre>39:["$","div",null,{"className":"codeblock-wrapper","children":[["$","$L3a",null,{"code":"myFunc = { double inputValue ->\n    if (inputValue == NULL_DOUBLE) {\n        return -1.0\n    } else if (Double.isNaN(inputValue)) {\n        return -2.0\n    } else if (inputValue == POS_INFINITY_DOUBLE) {\n        return -3.0\n    } else if (inputValue == NEG_INFINITY_DOUBLE) {\n        return -4.0\n    } else {\n        return inputValue * 2\n    }\n}\n\nsource = emptyTable(10).update(\n    \"HasNulls = (ii % 3 == 0) ? NULL_DOUBLE : randomDouble(0, 1)\",\n    \"HasNaNs = (ii % 4 == 2) ? NAN_DOUBLE : randomDouble(5, 10)\",\n    \"HasPosInfs = (ii % 5 == 4) ? POS_INFINITY_DOUBLE : randomDouble(10, 15)\",\n    \"HasNegInfs = (ii % 6 == 5) ? NEG_INFINITY_DOUBLE : randomDouble(15, 20)\",\n)\n\nresult = source.update(\n    \"ResultNulls = myFunc(HasNulls)\",\n    \"ResultNaNs = myFunc(HasNaNs)\",\n    \"ResultPosInfs = myFunc(HasPosInfs)\",\n    \"ResultNegInfs = myFunc(HasNegInfs)\",\n)\n"}],["$","div",null,{"className":"codeblock","data-lang":"groovy","dangerouslySetInnerHTML":{"__html":"$44"}}]]}]