min_max_aggregator

<p>Divide the data into small data ranges
and find the maximum and minimum values of each.
Note that many samples may be replaced with <code>NA</code>,
if <code>interleave_gaps = TRUE</code> and the original data is increased or decreased
monotonically. Use <code>min_max_ovlp_aggregator</code> instead in that case.
<code>n_out</code> must be even number.</p>

A tool to plot data with a large sample size using 'shiny' and 'plotly'.
Relatively small samples are obtained from the original data using a specific algorithm.
The samples are updated according to a user-defined x range.
Jonas Van Der Donckt, Jeroen Van Der Donckt, Emiel Deprost (2022) <https://github.com/predict-idlab/plotly-resampler>.

Junta Tagusari

shinyHugePlot

Efficient Plotting of Large-Sized Data

Jonas Van Der Donckt

Jeroen Van Der Donckt

Emiel Deprost

min_max_aggregator function

<p>An <code><a href="https://r6.r-lib.org/reference/R6Class.html">R6::R6Class</a></code> object</p>

Format

<p><code>shinyHugePlot::aggregator</code> -&gt; <code>min_max_aggregator</code></p>

Super class


<div class="section" id="public-methods">
<h3>Public methods</h3><p></p><p><ul>
<li><p><a href="/link/min_max_aggregator%24new()?package=shinyHugePlot&version=0.3.0" data-mini-rdoc="shinyHugePlot::min_max_aggregator$new()"><code>min_max_aggregator$new()</code></a></p></li>
<li><p><a href="/link/min_max_aggregator%24clone()?package=shinyHugePlot&version=0.3.0" data-mini-rdoc="shinyHugePlot::min_max_aggregator$clone()"><code>min_max_aggregator$clone()</code></a></p></li>
</ul></p><p></p></div><p><details open><summary>Inherited methods</summary>
<ul>
<li><span class="pkg-link" data-pkg="shinyHugePlot" data-topic="aggregator" data-id="aggregate"><a href="/link/shinyHugePlot%3A%3Aaggregator%24aggregate()?package=shinyHugePlot&version=0.3.0" data-mini-rdoc="shinyHugePlot::shinyHugePlot::aggregator$aggregate()"><code>shinyHugePlot::aggregator$aggregate()</code></a></span></li>
<li><span class="pkg-link" data-pkg="shinyHugePlot" data-topic="aggregator" data-id="set_parameters"><a href="/link/shinyHugePlot%3A%3Aaggregator%24set_parameters()?package=shinyHugePlot&version=0.3.0" data-mini-rdoc="shinyHugePlot::shinyHugePlot::aggregator$set_parameters()"><code>shinyHugePlot::aggregator$set_parameters()</code></a></span></li>
</ul>
</details></p><p><hr>
<a id="method-min_max_aggregator-new"></a></p><div class="section" id="method-new-">
<h3>Method <code>new()</code></h3>
<p>Constructor of the Aggregator.</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>min_max_aggregator$new(..., interleave_gaps, coef_gap, NA_position)</code></pre><p></p></div><p></p>
</div><p></p><p><div class="section" id="arguments">
<h4>Arguments</h4>
<p><div class="arguments"></div></p><dl>
<dt><code>interleave_gaps, coef_gap, NA_position, ...</code></dt>
<dd><p>Arguments pass to the constructor of <code>aggregator</code> object.</p></dd></dl></div></p><p>
</p><p></p>
<p></p><p></p><p><hr>
<a id="method-min_max_aggregator-clone"></a></p><div class="section" id="method-clone-">
<h3>Method <code>clone()</code></h3>
<p>The objects of this class are cloneable with this method.</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>min_max_aggregator$clone(deep = FALSE)</code></pre><p></p></div><p></p>
</div><p></p><p><div class="section" id="arguments">
<h4>Arguments</h4>
<p><div class="arguments"></div></p><dl>
<dt><code>deep</code></dt>
<dd><p>Whether to make a deep clone.</p></dd></dl></div></p><p>
</p><p></p>
<p></p><p>
</p>

Methods

Aggregation using local minimum and maximum values. — min_max_aggregator

<p>An <code><a href='https://r6.r-lib.org/reference/R6Class.html'>R6::R6Class</a></code> object</p>


<div class='section' id='public-methods'>
<h3>Public methods</h3>

<ul>
<li><p><a href='#method-min_max_aggregator-new'><code>min_max_aggregator$new()</code></a></p></li>
<li><p><a href='#method-min_max_aggregator-clone'><code>min_max_aggregator$clone()</code></a></p></li>
</ul>

</div><p><details open><summary>Inherited methods</summary>
<ul>
<li><span class="pkg-link" data-pkg="shinyHugePlot" data-topic="aggregator" data-id="aggregate"><a href='../../shinyHugePlot/html/aggregator.html#method-aggregator-aggregate'><code>shinyHugePlot::aggregator$aggregate()</code></a></span></li>
<li><span class="pkg-link" data-pkg="shinyHugePlot" data-topic="aggregator" data-id="set_parameters"><a href='../../shinyHugePlot/html/aggregator.html#method-aggregator-set_parameters'><code>shinyHugePlot::aggregator$set_parameters()</code></a></span></li>
</ul>
</details>

<hr>
<a id="method-min_max_aggregator-new"></a></p><div class='section' id='method-new-'>
<h3>Method <code>new()</code></h3>
<p>Constructor of the Aggregator.</p><div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>min_max_aggregator$new(..., interleave_gaps, coef_gap, NA_position)</code></pre><p></div></p>
</div>

<div class='section' id='arguments'>
<h4>Arguments</h4>
<p><div class="arguments"></p><dl>
<dt><code>interleave_gaps, coef_gap, NA_position, ...</code></dt>
<dd><p>Arguments pass to the constructor of <code>aggregator</code> object.</p></dd>


</dl><p></div></p>
</div>

</div><p><hr>
<a id="method-min_max_aggregator-clone"></a></p><div class='section' id='method-clone-'>
<h3>Method <code>clone()</code></h3>
<p>The objects of this class are cloneable with this method.</p><div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>min_max_aggregator$clone(deep = FALSE)</code></pre><p></div></p>
</div>

<div class='section' id='arguments'>
<h4>Arguments</h4>
<p><div class="arguments"></p><dl>
<dt><code>deep</code></dt>
<dd><p>Whether to make a deep clone.</p></dd>


</dl><p></div></p>
</div>

</div>


min_max_aggregator: Aggregation using local minimum and maximum values.

Description

Arguments

Format

Super class

Methods

Public methods

Method `new()`

Usage

Arguments

Method `clone()`

Usage

Arguments

Examples

Description

Arguments

Format

Super class

Methods

Public methods

Method new()

Usage

Arguments

Method clone()

Usage

Arguments

Examples

Method `new()`

Method `clone()`