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commit ec6269a7697b15d9821fa161257bf861ebfb661e
Author: buildbot <[email protected]>
AuthorDate: Tue Aug 16 22:21:22 2022 +0000
Automatic Site Publish by Buildbot
---
.../docs/Quantiles/SketchingQuantilesAndRanksTutorial.html | 12 ++++++------
1 file changed, 6 insertions(+), 6 deletions(-)
diff --git a/output/docs/Quantiles/SketchingQuantilesAndRanksTutorial.html
b/output/docs/Quantiles/SketchingQuantilesAndRanksTutorial.html
index 3d62ea39..306d0210 100644
--- a/output/docs/Quantiles/SketchingQuantilesAndRanksTutorial.html
+++ b/output/docs/Quantiles/SketchingQuantilesAndRanksTutorial.html
@@ -507,7 +507,7 @@
specific language governing permissions and limitations
under the License.
-->
-<h1 id="sketching-quantiles-and-ranks-the-basics">Sketching Quantiles and
Ranks, the Basics</h1>
+<h1 id="sketching-quantiles-and-ranks-tutorial">Sketching Quantiles and Ranks
Tutorial</h1>
<p>Streaming quantiles algorithms, or quantiles sketches, enable us to analyze
the distributions
of massive data very quickly using only a small amount of space.<br />
They allow us to compute quantile values given a desired rank, or compute a
rank given
@@ -724,7 +724,7 @@ the function <em>r(q)</em> is ambiguous. We will see how to
resolve this shortly
<h2 id="the-rank-functions-with-inequalities">The rank functions with
inequalities</h2>
-<h3
id="rankquantile-non_inclusive-or-rq-lt-given-q-return-the-rank-r-of-the-largest-quantile-that-is-strictly-less-than-q"><strong><em>rank(quantile,
NON_INCLUSIVE)</em></strong> or <strong><em>r(q, LT)</em></strong> :=<br
/>Given <em>q</em>, return the rank, <em>r</em>, of the largest quantile that
is strictly <em>Less Than</em> <em>q</em>.</h3>
+<h3
id="rankquantile-exclusive-or-rq-lt-given-q-return-the-rank-r-of-the-largest-quantile-that-is-strictly-less-than-q"><strong><em>rank(quantile,
EXCLUSIVE)</em></strong> or <strong><em>r(q, LT)</em></strong> :=<br />Given
<em>q</em>, return the rank, <em>r</em>, of the largest quantile that is
strictly <em>Less Than</em> <em>q</em>.</h3>
<p><b>Implementation:</b>
Given <em>q</em>, search the quantile array until we find the adjacent pair
<em>{q1, q2}</em> where <em>q1 < q <= q2</em>. Return the rank,
<em>r</em>, associated with <em>q1</em>, the first of the pair.</p>
@@ -914,7 +914,7 @@ Given <em>q</em>, search the quantile array until we find
the adjacent pair <em>
<h2 id="the-quantile-functions-with-inequalities">The quantile functions with
inequalities</h2>
-<h3
id="quantilerank-non_inclusive-or-qr-gt-given-r-return-the-quantile-q-of-the-smallest-rank-that-is-strictly-greater-than-r"><strong><em>quantile(rank,
NON_INCLUSIVE)</em></strong> or <strong><em>q(r, GT)</em></strong> :=<br
/>Given <em>r</em>, return the quantile, <em>q</em>, of the smallest rank that
is strictly Greater Than <em>r</em>.</h3>
+<h3
id="quantilerank-exclusive-or-qr-gt-given-r-return-the-quantile-q-of-the-smallest-rank-that-is-strictly-greater-than-r"><strong><em>quantile(rank,
EXCLUSIVE)</em></strong> or <strong><em>q(r, GT)</em></strong> :=<br />Given
<em>r</em>, return the quantile, <em>q</em>, of the smallest rank that is
strictly Greater Than <em>r</em>.</h3>
<p><b>Implementation:</b>
Given <em>r</em>, search the rank array until we find the adjacent pair
<em>{r1, r2}</em> where <em>r1 <= r < r2</em>. Return the quantile
associated with <em>r2</em>, the second of the pair.</p>
@@ -1009,7 +1009,7 @@ Given <em>r</em>, search the rank array until we find the
adjacent pair <em>{r1,
<hr />
-<h3
id="quantilerank-non_inclusive_strict-or-qr-gt_strict-given-r-return-the-quantile-q-of-the-smallest-rank-that-is-strictly-greater-than-r"><strong><em>quantile(rank,
NON_INCLUSIVE_STRICT)</em></strong> or <strong><em>q(r,
GT_STRICT)</em></strong> :=<br />Given <em>r</em>, return the quantile,
<em>q</em>, of the smallest rank that is strictly Greater Than <em>r</em>.</h3>
+<h3
id="quantilerank-exclusive_strict-or-qr-gt_strict-given-r-return-the-quantile-q-of-the-smallest-rank-that-is-strictly-greater-than-r"><strong><em>quantile(rank,
EXCLUSIVE_STRICT)</em></strong> or <strong><em>q(r, GT_STRICT)</em></strong>
:=<br />Given <em>r</em>, return the quantile, <em>q</em>, of the smallest rank
that is strictly Greater Than <em>r</em>.</h3>
<p>In <b>STRICT</b> mode, the only difference is the following:</p>
@@ -1112,11 +1112,11 @@ Given <em>r</em>, search the rank array until we find
the adjacent pair <em>{r1,
<h2
id="these-inequality-functions-maintain-the-11-functional-relationship">These
inequality functions maintain the 1:1 functional relationship</h2>
-<h3
id="the-non-inclusive-search-for-qr-is-the-inverse-of-the-non-inclusive-search-for-rq">The
non inclusive search for q(r) is the inverse of the non inclusive search for
r(q).</h3>
+<h3
id="the-exclusive-search-for-qr-is-the-inverse-of-the-exclusive-search-for-rq">The
<em>exclusive</em> search for q(r) is the inverse of the <em>exclusive</em>
search for r(q).</h3>
<h5 id="therefore-q--qrq-and-r--rqr">Therefore, <em>q = q(r(q))</em> and <em>r
= r(q(r))</em>.</h5>
-<h3
id="the-inclusive-search-for-qr-is-the-inverse-of-the-inclusive-search-for-rq">The
inclusive search for q(r) is the inverse of the inclusive search for r(q).</h3>
+<h3
id="the-inclusive-search-for-qr-is-the-inverse-of-the-inclusive-search-for-rq">The
<em>inclusive</em> search for q(r) is the inverse of the <em>inclusive</em>
search for r(q).</h3>
<h5 id="therefore-q--qrq-and-r--rqr-1">Therefore, <em>q = q(r(q))</em> and
<em>r = r(q(r))</em>.</h5>
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