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The following commit(s) were added to refs/heads/gh-pages by this push:
     new 3b2e716  deploy: b821d1a421b7083eaafafcc8838aca51766f7eff
3b2e716 is described below

commit 3b2e7166e036582c809ad7b57f64859b2e2533df
Author: leerho <[email protected]>
AuthorDate: Sat Oct 10 21:44:35 2026 +0000

    deploy: b821d1a421b7083eaafafcc8838aca51766f7eff
---
 docs/main/distinct_counting/hyper_log_log.html |  14 ++++++++++++++
 docs/main/genindex.html                        |   6 ++++++
 docs/main/objects.inv                          | Bin 4262 -> 4279 bytes
 docs/main/searchindex.js                       |   2 +-
 4 files changed, 21 insertions(+), 1 deletion(-)

diff --git a/docs/main/distinct_counting/hyper_log_log.html 
b/docs/main/distinct_counting/hyper_log_log.html
index 8a4a8fd..481b63c 100644
--- a/docs/main/distinct_counting/hyper_log_log.html
+++ b/docs/main/distinct_counting/hyper_log_log.html
@@ -57,6 +57,7 @@
 <li class="toctree-l4"><a class="reference internal" 
href="#datasketches.hll_sketch.get_rel_err"><code class="docutils literal 
notranslate"><span class="pre">hll_sketch.get_rel_err()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" 
href="#datasketches.hll_sketch.__init__"><code class="docutils literal 
notranslate"><span class="pre">hll_sketch.__init__()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" 
href="#datasketches.hll_sketch.get_compact_serialization_bytes"><code 
class="docutils literal notranslate"><span 
class="pre">hll_sketch.get_compact_serialization_bytes()</span></code></a></li>
+<li class="toctree-l4"><a class="reference internal" 
href="#datasketches.hll_sketch.get_composite_estimate"><code class="docutils 
literal notranslate"><span 
class="pre">hll_sketch.get_composite_estimate()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" 
href="#datasketches.hll_sketch.get_estimate"><code class="docutils literal 
notranslate"><span class="pre">hll_sketch.get_estimate()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" 
href="#datasketches.hll_sketch.get_lower_bound"><code class="docutils literal 
notranslate"><span 
class="pre">hll_sketch.get_lower_bound()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" 
href="#datasketches.hll_sketch.get_updatable_serialization_bytes"><code 
class="docutils literal notranslate"><span 
class="pre">hll_sketch.get_updatable_serialization_bytes()</span></code></a></li>
@@ -75,6 +76,7 @@
 <li class="toctree-l3"><a class="reference internal" 
href="#datasketches.hll_union"><code class="docutils literal notranslate"><span 
class="pre">hll_union</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" 
href="#datasketches.hll_union.get_rel_err"><code class="docutils literal 
notranslate"><span class="pre">hll_union.get_rel_err()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" 
href="#datasketches.hll_union.__init__"><code class="docutils literal 
notranslate"><span class="pre">hll_union.__init__()</span></code></a></li>
+<li class="toctree-l4"><a class="reference internal" 
href="#datasketches.hll_union.get_composite_estimate"><code class="docutils 
literal notranslate"><span 
class="pre">hll_union.get_composite_estimate()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" 
href="#datasketches.hll_union.get_estimate"><code class="docutils literal 
notranslate"><span class="pre">hll_union.get_estimate()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" 
href="#datasketches.hll_union.get_lower_bound"><code class="docutils literal 
notranslate"><span 
class="pre">hll_union.get_lower_bound()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" 
href="#datasketches.hll_union.get_result"><code class="docutils literal 
notranslate"><span class="pre">hll_union.get_result()</span></code></a></li>
@@ -208,6 +210,12 @@ The configuration parameter <code class="docutils literal 
notranslate"><span cla
 <dd><p>Returns the size of the serialized sketch when compressing the 
exception table if HLL_4</p>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" 
id="datasketches.hll_sketch.get_composite_estimate">
+<span class="sig-name descname"><span 
class="pre">get_composite_estimate</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">self</span></span></em><span class="sig-paren">)</span> <span 
class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span 
class="sig-return-typehint"><span class="pre">float</span></span></span><a 
class="headerlink" href="#datasketches.hll_sketch.get_composite_estimate" 
title="Link to this definition"></a></dt>
+<dd><p>Composite estimate of the distinct count. Less accurate than 
get_estimate() when the HIP estimator is available, but order-independent, and 
the estimator used once a sketch has been unioned. Intended for error 
characterization rather than normal use.</p>
+</dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="datasketches.hll_sketch.get_estimate">
 <span class="sig-name descname"><span 
class="pre">get_estimate</span></span><span class="sig-paren">(</span><em 
class="sig-param"><span class="n"><span 
class="pre">self</span></span></em><span class="sig-paren">)</span> <span 
class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span 
class="sig-return-typehint"><span class="pre">float</span></span></span><a 
class="headerlink" href="#datasketches.hll_sketch.get_estimate" title="Link to 
this definition"></a></dt>
@@ -326,6 +334,12 @@ The configuration parameter <code class="docutils literal 
notranslate"><span cla
 </dl>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" 
id="datasketches.hll_union.get_composite_estimate">
+<span class="sig-name descname"><span 
class="pre">get_composite_estimate</span></span><span 
class="sig-paren">(</span><em class="sig-param"><span class="n"><span 
class="pre">self</span></span></em><span class="sig-paren">)</span> <span 
class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span 
class="sig-return-typehint"><span class="pre">float</span></span></span><a 
class="headerlink" href="#datasketches.hll_union.get_composite_estimate" 
title="Link to this definition"></a></dt>
+<dd><p>Composite estimate of the distinct count. This is less accurate than 
get_estimate() and is used automatically when a union cannot keep the HIP 
estimator. Intended for error characterization rather than normal use.</p>
+</dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="datasketches.hll_union.get_estimate">
 <span class="sig-name descname"><span 
class="pre">get_estimate</span></span><span class="sig-paren">(</span><em 
class="sig-param"><span class="n"><span 
class="pre">self</span></span></em><span class="sig-paren">)</span> <span 
class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span 
class="sig-return-typehint"><span class="pre">float</span></span></span><a 
class="headerlink" href="#datasketches.hll_union.get_estimate" title="Link to 
this definition"></a></dt>
diff --git a/docs/main/genindex.html b/docs/main/genindex.html
index 3152c3f..8090933 100644
--- a/docs/main/genindex.html
+++ b/docs/main/genindex.html
@@ -393,6 +393,12 @@
       </ul></li>
       <li><a 
href="distinct_counting/hyper_log_log.html#datasketches.hll_sketch.get_compact_serialization_bytes">get_compact_serialization_bytes()
 (hll_sketch method)</a>
 </li>
+      <li><a 
href="distinct_counting/hyper_log_log.html#datasketches.hll_sketch.get_composite_estimate">get_composite_estimate()
 (hll_sketch method)</a>
+
+      <ul>
+        <li><a 
href="distinct_counting/hyper_log_log.html#datasketches.hll_union.get_composite_estimate">(hll_union
 method)</a>
+</li>
+      </ul></li>
       <li><a 
href="frequency/frequent_items.html#datasketches.frequent_items_sketch.get_epsilon_for_lg_size">get_epsilon_for_lg_size()
 (frequent_items_sketch method)</a>
 
       <ul>
diff --git a/docs/main/objects.inv b/docs/main/objects.inv
index ab6ef71..c938d79 100644
Binary files a/docs/main/objects.inv and b/docs/main/objects.inv differ
diff --git a/docs/main/searchindex.js b/docs/main/searchindex.js
index 7943b9d..587c81a 100644
--- a/docs/main/searchindex.js
+++ b/docs/main/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles":{"Apache DataSketches":[[14,null]],"Compressed 
Probabilistic Counting (CPC)":[[0,null]],"CountMin Sketch":[[5,null]],"Counting 
Distincts":[[14,"counting-distincts"]],"Density Sketch":[[23,null]],"Distinct 
Counting":[[2,null]],"Exact and Bounded, Probabilitiy Proportional to Size 
(EBPPS) Sampling":[[20,null]],"Frequency 
Sketches":[[7,null],[14,"frequency-sketches"]],"Frequent 
Items":[[6,null]],"Helper 
Classes":[[8,null],[14,"helper-classes"]],"HyperLogLog (HLL [...]
\ No newline at end of file
+Search.setIndex({"alltitles":{"Apache DataSketches":[[14,null]],"Compressed 
Probabilistic Counting (CPC)":[[0,null]],"CountMin Sketch":[[5,null]],"Counting 
Distincts":[[14,"counting-distincts"]],"Density Sketch":[[23,null]],"Distinct 
Counting":[[2,null]],"Exact and Bounded, Probabilitiy Proportional to Size 
(EBPPS) Sampling":[[20,null]],"Frequency 
Sketches":[[7,null],[14,"frequency-sketches"]],"Frequent 
Items":[[6,null]],"Helper 
Classes":[[8,null],[14,"helper-classes"]],"HyperLogLog (HLL [...]
\ No newline at end of file


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