build based on 9a1aa16

Author: Documenter.jl

dev/.documenter-siteinfo.json

@@ -1 +1 @@
-{"documenter":{"julia_version":"1.11.6","generation_timestamp":"2025-09-01T02:16:35","documenter_version":"1.14.1"}}
+{"documenter":{"julia_version":"1.11.6","generation_timestamp":"2025-09-01T17:52:22","documenter_version":"1.14.1"}}

dev/api/index.html

@@ -4,11 +4,11 @@
 st = 1:100;
 
 itsample(st, 5)</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">5-element Vector{Int64}:
-  2
- 48
-  3
- 94
- 71</code></pre><p>In some cases, one needs to control the updates the <code>ReservoirSampler</code> will be subject to. In this case you can simply use the <code>fit!</code> function to update the reservoir:</p><pre><code class="language-julia hljs">st = 1:100;
+ 88
+ 58
+ 41
+ 89
+  6</code></pre><p>In some cases, one needs to control the updates the <code>ReservoirSampler</code> will be subject to. In this case you can simply use the <code>fit!</code> function to update the reservoir:</p><pre><code class="language-julia hljs">st = 1:100;
 
 rs = ReservoirSampler{Int}(5);
 
@@ -17,11 +17,11 @@
 end
 
 value(rs)</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">5-element Vector{Int64}:
- 32
+ 10
+ 34
  93
- 50
- 24
- 46</code></pre><p>If the total number of elements in the stream is known beforehand and the sampling is unweighted, it is also possible to iterate over a <code>StreamSampler</code> like so</p><pre><code class="language-julia hljs">st = 1:100;
+ 73
+ 43</code></pre><p>If the total number of elements in the stream is known beforehand and the sampling is unweighted, it is also possible to iterate over a <code>StreamSampler</code> like so</p><pre><code class="language-julia hljs">st = 1:100;
 
 ss = StreamSampler{Int}(st, 5, 100);
 
@@ -32,8 +32,8 @@
 end
 
 r</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">5-element Vector{Int64}:
-  5
- 13
- 43
- 63
- 87</code></pre><p>The advantage of <code>StreamSampler</code> iterators in respect to <code>ReservoirSampler</code> is that they require <code>O(1)</code> memory if not collected, while reservoir techniques require <code>O(k)</code> memory where <code>k</code> is the number of elements in the sample.</p></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../">« Introduction</a><a class="docs-footer-nextpage" href="../example/">Some Applications »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option value="catppuccin-macchiato">catppuccin-macchiato</option><option value="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.14.1 on <span class="colophon-date" title="Monday 1 September 2025 02:16">Monday 1 September 2025</span>. Using Julia version 1.11.6.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+  9
+ 39
+ 42
+ 51
+ 56</code></pre><p>The advantage of <code>StreamSampler</code> iterators in respect to <code>ReservoirSampler</code> is that they require <code>O(1)</code> memory if not collected, while reservoir techniques require <code>O(k)</code> memory where <code>k</code> is the number of elements in the sample.</p></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../">« Introduction</a><a class="docs-footer-nextpage" href="../example/">Some Applications »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option value="catppuccin-macchiato">catppuccin-macchiato</option><option value="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.14.1 on <span class="colophon-date" title="Monday 1 September 2025 17:52">Monday 1 September 2025</span>. Using Julia version 1.11.6.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>

dev/basics/index.html

@@ -93,4 +93,4 @@
         end
     end
 end</code></pre><p>We use some toy data for illustration</p><pre><code class="language-julia hljs">stream = 1:10^8; # the data stream
-thr = 2*10^7; # the threshold for the mean monitoring</code></pre><p>Then, we run the monitoring</p><pre><code class="language-julia hljs">rs = monitor(stream, thr);</code></pre><p>The number of observations until the detection is triggered is given by</p><pre><code class="language-julia hljs">nobs(rs)</code></pre><p>which is very close to the true value of <code>4*10^7 - 1</code> observations.</p><p>Note that in this case we could use an online mean methods,  instead of holding all the sample into memory. However,  the approach with the sample is more general because it allows to estimate any statistic about the stream. </p></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../basics/">« Basics</a><a class="docs-footer-nextpage" href="../perf_tips/">Performance Tips »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option value="catppuccin-macchiato">catppuccin-macchiato</option><option value="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.14.1 on <span class="colophon-date" title="Monday 1 September 2025 02:16">Monday 1 September 2025</span>. Using Julia version 1.11.6.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+thr = 2*10^7; # the threshold for the mean monitoring</code></pre><p>Then, we run the monitoring</p><pre><code class="language-julia hljs">rs = monitor(stream, thr);</code></pre><p>The number of observations until the detection is triggered is given by</p><pre><code class="language-julia hljs">nobs(rs)</code></pre><p>which is very close to the true value of <code>4*10^7 - 1</code> observations.</p><p>Note that in this case we could use an online mean methods,  instead of holding all the sample into memory. However,  the approach with the sample is more general because it allows to estimate any statistic about the stream. </p></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../basics/">« Basics</a><a class="docs-footer-nextpage" href="../perf_tips/">Performance Tips »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option value="catppuccin-macchiato">catppuccin-macchiato</option><option value="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.14.1 on <span class="colophon-date" title="Monday 1 September 2025 17:52">Monday 1 September 2025</span>. Using Julia version 1.11.6.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>