diff --git a/.doctrees/array-api.doctree b/.doctrees/array-api.doctree
index 05b63aae..f89b4ce8 100644
Binary files a/.doctrees/array-api.doctree and b/.doctrees/array-api.doctree differ
diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle
index c5e15c1d..e66ccf19 100644
Binary files a/.doctrees/environment.pickle and b/.doctrees/environment.pickle differ
diff --git a/.doctrees/generated/cubed.map_blocks.doctree b/.doctrees/generated/cubed.map_blocks.doctree
index 96f07a41..e3badc37 100644
Binary files a/.doctrees/generated/cubed.map_blocks.doctree and b/.doctrees/generated/cubed.map_blocks.doctree differ
diff --git a/_static/documentation_options.js b/_static/documentation_options.js
index c2f12712..cc334dc9 100644
--- a/_static/documentation_options.js
+++ b/_static/documentation_options.js
@@ -1,5 +1,5 @@
 const DOCUMENTATION_OPTIONS = {
-    VERSION: '1935e99',
+    VERSION: '02fa89f',
     LANGUAGE: 'en',
     COLLAPSE_INDEX: false,
     BUILDER: 'html',
diff --git a/api.html b/api.html
index 6c8b4dd4..fd176f1c 100644
--- a/api.html
+++ b/api.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="_static/documentation_options.js?v=f5196b63"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
diff --git a/array-api.html b/array-api.html
index 0853843a..8ba16252 100644
--- a/array-api.html
+++ b/array-api.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="_static/documentation_options.js?v=f5196b63"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
diff --git a/computation.html b/computation.html
index ec5103d0..5e9ac5f1 100644
--- a/computation.html
+++ b/computation.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="_static/documentation_options.js?v=f5196b63"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
diff --git a/contributing.html b/contributing.html
index 328bf62e..0420c644 100644
--- a/contributing.html
+++ b/contributing.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="_static/documentation_options.js?v=f5196b63"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
diff --git a/design.html b/design.html
index 399058f4..a10c509f 100644
--- a/design.html
+++ b/design.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="_static/documentation_options.js?v=f5196b63"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
diff --git a/generated/cubed.Array.compute.html b/generated/cubed.Array.compute.html
index cf0939d6..21633c4f 100644
--- a/generated/cubed.Array.compute.html
+++ b/generated/cubed.Array.compute.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="../_static/documentation_options.js?v=f5196b63"></script>
     <script src="../_static/doctools.js?v=888ff710"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
diff --git a/generated/cubed.Array.html b/generated/cubed.Array.html
index 78e1a7fd..d0c017d3 100644
--- a/generated/cubed.Array.html
+++ b/generated/cubed.Array.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="../_static/documentation_options.js?v=f5196b63"></script>
     <script src="../_static/doctools.js?v=888ff710"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
diff --git a/generated/cubed.Array.rechunk.html b/generated/cubed.Array.rechunk.html
index 49327d1f..452cf648 100644
--- a/generated/cubed.Array.rechunk.html
+++ b/generated/cubed.Array.rechunk.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="../_static/documentation_options.js?v=f5196b63"></script>
     <script src="../_static/doctools.js?v=888ff710"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
diff --git a/generated/cubed.Array.visualize.html b/generated/cubed.Array.visualize.html
index ca0b521d..65a313fc 100644
--- a/generated/cubed.Array.visualize.html
+++ b/generated/cubed.Array.visualize.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="../_static/documentation_options.js?v=f5196b63"></script>
     <script src="../_static/doctools.js?v=888ff710"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
diff --git a/generated/cubed.Callback.html b/generated/cubed.Callback.html
index e38c22e3..43c164a1 100644
--- a/generated/cubed.Callback.html
+++ b/generated/cubed.Callback.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="../_static/documentation_options.js?v=f5196b63"></script>
     <script src="../_static/doctools.js?v=888ff710"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
diff --git a/generated/cubed.Spec.html b/generated/cubed.Spec.html
index 144d7801..6739ace5 100644
--- a/generated/cubed.Spec.html
+++ b/generated/cubed.Spec.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="../_static/documentation_options.js?v=f5196b63"></script>
     <script src="../_static/doctools.js?v=888ff710"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
diff --git a/generated/cubed.TaskEndEvent.html b/generated/cubed.TaskEndEvent.html
index 9f05d88b..5e3771a9 100644
--- a/generated/cubed.TaskEndEvent.html
+++ b/generated/cubed.TaskEndEvent.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="../_static/documentation_options.js?v=f5196b63"></script>
     <script src="../_static/doctools.js?v=888ff710"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
diff --git a/generated/cubed.apply_gufunc.html b/generated/cubed.apply_gufunc.html
index e0945300..24444e26 100644
--- a/generated/cubed.apply_gufunc.html
+++ b/generated/cubed.apply_gufunc.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="../_static/documentation_options.js?v=f5196b63"></script>
     <script src="../_static/doctools.js?v=888ff710"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
diff --git a/generated/cubed.compute.html b/generated/cubed.compute.html
index 697c415c..2a99ea76 100644
--- a/generated/cubed.compute.html
+++ b/generated/cubed.compute.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="../_static/documentation_options.js?v=f5196b63"></script>
     <script src="../_static/doctools.js?v=888ff710"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
diff --git a/generated/cubed.from_array.html b/generated/cubed.from_array.html
index 6f6575ca..2b88a0c2 100644
--- a/generated/cubed.from_array.html
+++ b/generated/cubed.from_array.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="../_static/documentation_options.js?v=f5196b63"></script>
     <script src="../_static/doctools.js?v=888ff710"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
diff --git a/generated/cubed.from_zarr.html b/generated/cubed.from_zarr.html
index 6198756d..aa42c055 100644
--- a/generated/cubed.from_zarr.html
+++ b/generated/cubed.from_zarr.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="../_static/documentation_options.js?v=f5196b63"></script>
     <script src="../_static/doctools.js?v=888ff710"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
diff --git a/generated/cubed.map_blocks.html b/generated/cubed.map_blocks.html
index 955d2c90..c71ad5d8 100644
--- a/generated/cubed.map_blocks.html
+++ b/generated/cubed.map_blocks.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="../_static/documentation_options.js?v=f5196b63"></script>
     <script src="../_static/doctools.js?v=888ff710"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
@@ -362,7 +362,7 @@ <h2> Contents </h2>
 <h1>cubed.map_blocks<a class="headerlink" href="#cubed-map-blocks" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="cubed.map_blocks">
-<span class="sig-prename descclassname"><span class="pre">cubed.</span></span><span class="sig-name descname"><span class="pre">map_blocks</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">func</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">chunks</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">drop_axis</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">[]</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">new_axis</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">spec</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cubed.map_blocks" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">cubed.</span></span><span class="sig-name descname"><span class="pre">map_blocks</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">func</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">chunks</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">drop_axis</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">new_axis</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">spec</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cubed.map_blocks" title="Link to this definition">#</a></dt>
 <dd><p>Apply a function to corresponding blocks from multiple input arrays.</p>
 </dd></dl>
 
diff --git a/generated/cubed.measure_reserved_mem.html b/generated/cubed.measure_reserved_mem.html
index 1f22f223..f690a844 100644
--- a/generated/cubed.measure_reserved_mem.html
+++ b/generated/cubed.measure_reserved_mem.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="../_static/documentation_options.js?v=f5196b63"></script>
     <script src="../_static/doctools.js?v=888ff710"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
diff --git a/generated/cubed.nanmean.html b/generated/cubed.nanmean.html
index 529bf615..e783b51a 100644
--- a/generated/cubed.nanmean.html
+++ b/generated/cubed.nanmean.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="../_static/documentation_options.js?v=f5196b63"></script>
     <script src="../_static/doctools.js?v=888ff710"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
diff --git a/generated/cubed.nansum.html b/generated/cubed.nansum.html
index 0a49068a..447d387d 100644
--- a/generated/cubed.nansum.html
+++ b/generated/cubed.nansum.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="../_static/documentation_options.js?v=f5196b63"></script>
     <script src="../_static/doctools.js?v=888ff710"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
diff --git a/generated/cubed.random.random.html b/generated/cubed.random.random.html
index 92f09d2b..489d65c9 100644
--- a/generated/cubed.random.random.html
+++ b/generated/cubed.random.random.html
@@ -36,7 +36,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=1bc29d4a"></script>
+    <script src="../_static/documentation_options.js?v=f5196b63"></script>
     <script src="../_static/doctools.js?v=888ff710"></script>
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index 4838b8f1..2b96796e 100644
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index 82bd1b2a..54327d22 100644
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index 233096dd..64cfb738 100644
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index fb172a1e..1a5410e6 100644
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index d1671ade..6c83fe4f 100644
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-    <script src="../_static/documentation_options.js?v=1bc29d4a"></script>
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diff --git a/getting-started/index.html b/getting-started/index.html
index fcfd54ce..09bc077d 100644
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index 51f71782..2b969b5a 100644
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diff --git a/getting-started/why-cubed.html b/getting-started/why-cubed.html
index 6069b7b9..21841aab 100644
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diff --git a/index.html b/index.html
index 638d676c..b3efb925 100644
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+    <script src="_static/documentation_options.js?v=f5196b63"></script>
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diff --git a/objects.inv b/objects.inv
index 624a7612..4f9fe0f1 100644
Binary files a/objects.inv and b/objects.inv differ
diff --git a/operations.html b/operations.html
index 7e159724..153d0de5 100644
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+    <script src="_static/documentation_options.js?v=f5196b63"></script>
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index d7069f87..e398e0d4 100644
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index 517d16f9..36a0460f 100644
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index 74b35eff..0435715d 100644
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index f206407c..0c6f25cf 100644
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index c361e55f..d60b97ee 100644
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index 0590b134..95f379d4 100644
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diff --git a/user-guide/scaling.html b/user-guide/scaling.html
index 6422f106..c26751af 100644
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