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new 5b31f6a deploy: 4e3a34c34b4a1238e126112e0529676160f100c1
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commit 5b31f6ab7ae96aff29685250f510cef770800622
Author: chaokunyang <chaokuny...@users.noreply.github.com>
AuthorDate: Tue May 7 02:19:52 2024 +0000
deploy: 4e3a34c34b4a1238e126112e0529676160f100c1
---
404.html | 4 ++--
assets/js/b2f554cd.29ae74c4.js | 1 +
assets/js/b2f554cd.867754a2.js | 1 -
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blog/atom.xml | 22 +++++++++---------
blog/fury/index.html | 26 +++++++++++-----------
blog/fury_0_1_0_release/index.html | 4 ++--
blog/fury_0_1_1_release/index.html | 4 ++--
blog/fury_0_1_2_release/index.html | 4 ++--
blog/fury_0_2_0_release/index.html | 4 ++--
blog/fury_0_2_1_release/index.html | 4 ++--
blog/fury_0_3_0_release/index.html | 4 ++--
blog/fury_0_3_1_release/index.html | 4 ++--
blog/fury_0_4_0_release/index.html | 4 ++--
blog/fury_0_4_1_release/index.html | 4 ++--
blog/fury_0_5_0_release/index.html | 4 ++--
.../index.html | 4 ++--
blog/index.html | 26 +++++++++++-----------
blog/page/2/index.html | 4 ++--
blog/rss.xml | 22 +++++++++---------
blog/tags/fury/index.html | 26 +++++++++++-----------
blog/tags/fury/page/2/index.html | 4 ++--
blog/tags/index.html | 4 ++--
docs/guide/development/index.html | 4 ++--
docs/guide/graalvm_guide/index.html | 4 ++--
docs/guide/java_object_graph_guide/index.html | 4 ++--
docs/guide/row_format_guide/index.html | 4 ++--
docs/guide/scala_guide/index.html | 4 ++--
docs/guide/xlang_object_graph_guide/index.html | 4 ++--
docs/guide/xlang_type_mapping/index.html | 4 ++--
docs/introduction/benchmark/index.html | 4 ++--
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docs/introduction/index.html | 4 ++--
.../fury_java_serialization_spec/index.html | 4 ++--
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docs/start/install/index.html | 4 ++--
docs/start/usage/index.html | 4 ++--
download/index.html | 4 ++--
index.html | 4 ++--
lunr-index-1715045432718.json | 1 -
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markdown-page/index.html | 4 ++--
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54 files changed, 139 insertions(+), 139 deletions(-)
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diff --git a/assets/js/main.e04cc605.js b/assets/js/main.9025f89e.js
similarity index 99%
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diff --git a/assets/js/main.e04cc605.js.LICENSE.txt
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similarity index 100%
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similarity index 97%
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diff --git a/blog/archive/index.html b/blog/archive/index.html
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+++ b/blog/archive/index.html
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<title data-rh="true">Archive | Apache Fury (incubating)</title><meta
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content="width=device-width,initial-scale=1"><meta data-rh="true"
name="twitter:card" content="summary_large_image"><meta data-rh="true"
property="og:url" content="https://fury.apache.org/blog/archive";><meta
data-rh="true" property="og:locale" content="en"><meta data-rh="true"
name="docusaurus_locale" content="en"><meta data-rh="true"
name="docusaurus_tag" content="default"><meta data-rh= [...]
<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml"
title="Apache Fury (incubating) Atom Feed"><link rel="stylesheet"
href="/assets/css/styles.d3c1e154.css">
-<script src="/assets/js/runtime~main.f673c4ba.js" defer="defer"></script>
-<script src="/assets/js/main.e04cc605.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.36ff1eee.js" defer="defer"></script>
+<script src="/assets/js/main.9025f89e.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
<script>!function(){function
t(t){document.documentElement.setAttribute("data-theme",t)}var
e=function(){try{return new
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diff --git a/blog/atom.xml b/blog/atom.xml
index 15a1417..9ebf89e 100644
--- a/blog/atom.xml
+++ b/blog/atom.xml
@@ -14,13 +14,13 @@
<updated>2024-05-06T00:00:00.000Z</updated>
<summary type="html"><![CDATA[Background]]></summary>
<content type="html"><![CDATA[<h2 class="anchor
anchorWithStickyNavbar_LWe7" id="background">Background<a
href="https://fury.apache.org/blog/fury#background"; class="hash-link"
aria-label="Direct link to Background" title="Direct link to
Background"></a></h2>
-<p>In rpc/serialization systems, we often need to send
<strong><code>namespace/path/filename/fieldName/packageName/moduleName/className/enumValue</code></strong>
between processes.</p>
-<p>Those strings are mostly ascii strings. In order to transfer between
processes, we often encode such strings using utf-8 encodings. Such encoding
+<p>In rpc/serialization systems, we often need to send
<strong><code>namespace/path/filename/fieldName/packageName/moduleName/className/enumValue</code></strong>
string between processes.</p>
+<p>Those strings are mostly ascii strings. In order to transfer between
processes, we encode such strings using utf-8 encodings. Such encoding
will take one byte for every char, which is not space efficient actually.</p>
-<p>If we take a deeper look, we will found that most chars are <strong>lower
chars plus <code>.</code>, <code>$</code> and <code>_</code></strong>, which
can be expressed in a much
-smaller range <strong><code>0~32</code></strong>, and one byte can represent
range <code>0~255</code>, the significant bits are wasted. And the cost is not
ignorable, in a dynamic serialization
+<p>If we take a deeper look, we will found that most chars are
<strong>lowercase chars, <code>.</code>, <code>$</code> and
<code>_</code></strong>, which can be expressed in a much
+smaller range <strong><code>0~32</code></strong>. But one byte can represent
range <code>0~255</code>, the significant bits are wasted, and this cost is not
ignorable. In a dynamic serialization
framework, such meta will take considerable cost compared to real data.</p>
-<p>So we proposed a new string encoding algorithm which we called <strong>meta
string encoding</strong>. It will encode most chars using less bits instead of
<code>8</code> bits in utf-8 encoding.</p>
+<p>So we proposed a new string encoding algorithm which we called <strong>meta
string encoding</strong> in Fury. It will encode most chars using
<code>5</code> bits instead of <code>8</code> bits in utf-8 encoding, which can
bring <strong>37.5% space cost savings</strong> compared to utf-8 encoding.</p>
<h2 class="anchor anchorWithStickyNavbar_LWe7"
id="meta-string-introduction">Meta String Introduction<a
href="https://fury.apache.org/blog/fury#meta-string-introduction";
class="hash-link" aria-label="Direct link to Meta String Introduction"
title="Direct link to Meta String Introduction"></a></h2>
<p>Meta string encoding algorithm is mainly used to encode meta strings such
as <strong>field names, namespace, packageName, className, path and
filename</strong>.
Such a string is enumerated and limited, so the encoding performance is not
important since we can cache the encoding result.</p>
@@ -28,20 +28,20 @@ Such a string is enumerated and limited, so the encoding
performance is not impo
<strong>37.5% space cost savings</strong> compared to utf-8 and has a smaller
encoded binary size, which uses less storage and makes the network transfer
faster.</p>
<h2 class="anchor anchorWithStickyNavbar_LWe7"
id="encoding-algorithms">Encoding Algorithms<a
href="https://fury.apache.org/blog/fury#encoding-algorithms"; class="hash-link"
aria-label="Direct link to Encoding Algorithms" title="Direct link to Encoding
Algorithms"></a></h2>
<p>String binary encoding algorithm:</p>
-<table><thead><tr><th>Algorithm</th><th>Pattern</th><th>Description</th></tr></thead><tbody><tr><td>LOWER_SPECIAL</td><td><code>a-z._$|</code></td><td>every
char is written using 5 bits, <code>a-z</code>: <code>0b00000~0b11001</code>,
<code>._$|</code>: <code>0b11010~0b11101</code>, prepend one bit at the start
to indicate whether strip last char since last byte may have 7 redundant bits(1
indicates strip last
char)</td></tr><tr><td>LOWER_UPPER_DIGIT_SPECIAL</td><td><code>a-zA-Z0~9._</co
[...]
-<p>Encoding code snippet in java, see <a
href="https://github.com/apache/incubator-fury/blob/93800888595065b2690fec093ab0cbfd6ac7dedc/java/fury-core/src/main/java/org/apache/fury/meta/MetaStringEncoder.java#L235";
target="_blank" rel="noopener
noreferrer"><code>org.apache.fury.meta.MetaStringEncoder#encodeGeneric(char[],
int)</code></a> for more detailed:</p>
+<table><thead><tr><th>Algorithm</th><th>Pattern</th><th>Description</th></tr></thead><tbody><tr><td>LOWER_SPECIAL</td><td><code>a-z._$|</code></td><td>every
char is written using 5 bits, <code>a-z</code>: <code>0b00000~0b11001</code>,
<code>._$|</code>: <code>0b11010~0b11101</code>, prepend one bit at the start
to indicate whether strip last char since last byte may have 7 redundant bits(1
indicates strip last
char)</td></tr><tr><td>LOWER_UPPER_DIGIT_SPECIAL</td><td><code>a-zA-Z0~9._</co
[...]
+<p>If we use <code>LOWER_SPECIAL/LOWER_UPPER_DIGIT_SPECIAL</code>, we must add
a strip last char flag in encoded data. This is because every char will be
encoded using <code>5/6</code> bits, and the last char may have
<code>1~7</code> bits which are unused by encoding, such bits may cause an
extra char to be read, which we must strip off.</p>
+<p>Here is encoding code snippet in java, see <a
href="https://github.com/apache/incubator-fury/blob/93800888595065b2690fec093ab0cbfd6ac7dedc/java/fury-core/src/main/java/org/apache/fury/meta/MetaStringEncoder.java#L235";
target="_blank" rel="noopener
noreferrer"><code>org.apache.fury.meta.MetaStringEncoder#encodeGeneric(char[],
int)</code></a> for more details:</p>
<div class="language-java codeBlockContainer_Ckt0 theme-code-block"
style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div
class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-java
codeBlock_bY9V thin-scrollbar"
style="color:#393A34;background-color:#f6f8fa"><code
class="codeBlockLines_e6Vv"><span class="token-line"
style="color:#393A34"><span class="token keyword"
style="color:#00009f">private</span><span class="token plain"> </span><span
class="token [...]
-<p>Decoding code snippet in golang, see <a
href="https://github.com/apache/incubator-fury/blob/93800888595065b2690fec093ab0cbfd6ac7dedc/go/fury/meta/meta_string_decoder.go#L70";
target="_blank" rel="noopener
noreferrer"><code>go/fury/meta/meta_string_decoder.go:70</code></a> for more
details:</p>
+<p>Here is decoding code snippet in golang, see <a
href="https://github.com/apache/incubator-fury/blob/93800888595065b2690fec093ab0cbfd6ac7dedc/go/fury/meta/meta_string_decoder.go#L70";
target="_blank" rel="noopener
noreferrer"><code>go/fury/meta/meta_string_decoder.go:70</code></a> for more
details:</p>
<div class="language-go codeBlockContainer_Ckt0 theme-code-block"
style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div
class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-go
codeBlock_bY9V thin-scrollbar"
style="color:#393A34;background-color:#f6f8fa"><code
class="codeBlockLines_e6Vv"><span class="token-line"
style="color:#393A34"><span class="token keyword"
style="color:#00009f">func</span><span class="token plain"> </span><span
class="token punctua [...]
<h2 class="anchor anchorWithStickyNavbar_LWe7"
id="select-best-encoding">Select Best Encoding<a
href="https://fury.apache.org/blog/fury#select-best-encoding"; class="hash-link"
aria-label="Direct link to Select Best Encoding" title="Direct link to Select
Best Encoding"></a></h2>
-<p>For most lower chars, meta string will use <code>5</code> bits to encode
every char. For string containing upper chars, meta string will try to convert
the string into a
-lower representation by inserting some markers, and compare used bytes with
<code>6</code> bits encoding, then select the encoding which has smaller
encoded size.</p>
+<p>For most lowercase characters, meta string will use <code>5</code> bits to
encode every char. For string containing uppercase chars, meta string will try
to convert the string into a lower case representation by inserting some
markers, and compare used bytes with <code>6</code> bits encoding, then select
the encoding which has smaller encoded size.</p>
<p>Here is the common encoding selection strategy:</p>
<table><thead><tr><th>Encoding Flag</th><th>Pattern</th><th>Encoding
Algorithm</th></tr></thead><tbody><tr><td>LOWER_SPECIAL</td><td>every char is
in
<code>a-z._|</code></td><td><code>LOWER_SPECIAL</code></td></tr><tr><td>FIRST_TO_LOWER_SPECIAL</td><td>every
char is in <code>a-z._</code> except first char is upper case</td><td>replace
first upper case char to lower case, then use
<code>LOWER_SPECIAL</code></td></tr><tr><td>ALL_TO_LOWER_SPECIAL</td><td>every
char is in <code>a-zA-Z._</cod [...]
<p>For package name, module name or namespace, <code>LOWER_SPECIAL</code> will
be used mostly. <code>ALL_TO_LOWER_SPECIAL</code> can be used too, since it can
represent the same chars as <code>LOWER_SPECIAL</code> without using more bits,
but also support string with uppercase chars.</p>
<p>For className, <code>FIRST_TO_LOWER_SPECIAL</code> will be used mostly. If
there are multiple uppercase chars, then <code>ALL_TO_LOWER_SPECIAL</code> will
be used instead.
If a string contains digits, then <code>LOWER_UPPER_DIGIT_SPECIAL</code> will
be used.</p>
-<p>Finally, utf8 will be the fallback encoding if the string contains some
chars not in range <code>a-z0-9A-Z</code>.</p>
+<p>Finally, utf8 will be the fallback encoding if the string contains some
chars which is not in range <code>a-z0-9A-Z</code>.</p>
<h2 class="anchor anchorWithStickyNavbar_LWe7"
id="encoding-flags-and-data-jointly">Encoding Flags and Data jointly<a
href="https://fury.apache.org/blog/fury#encoding-flags-and-data-jointly";
class="hash-link" aria-label="Direct link to Encoding Flags and Data jointly"
title="Direct link to Encoding Flags and Data jointly"></a></h2>
<ul>
<li>Depending on the case, one can choose encoding <code>flags + data</code>
jointly, using 3 bits of first byte for flags and other bytes for data. This
can be useful since there are some holes remaining in last byte, adding flags
in data doesn't always increase serialized bytes size.</li>
diff --git a/blog/fury/index.html b/blog/fury/index.html
index 5975963..93d0b61 100644
--- a/blog/fury/index.html
+++ b/blog/fury/index.html
@@ -5,18 +5,18 @@
<meta name="generator" content="Docusaurus v3.0.1">
<title data-rh="true">Meta String: A 37.5% space efficient string encoding
than UTF-8 in Fury serialization | Apache Fury (incubating)</title><meta
data-rh="true" name="viewport"
content="width=device-width,initial-scale=1"><meta data-rh="true"
name="twitter:card" content="summary_large_image"><meta data-rh="true"
property="og:url" content="https://fury.apache.org/blog/fury";><meta
data-rh="true" property="og:locale" content="en"><meta data-rh="true"
name="docusaurus_locale" content="en"> [...]
<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml"
title="Apache Fury (incubating) Atom Feed"><link rel="stylesheet"
href="/assets/css/styles.d3c1e154.css">
-<script src="/assets/js/runtime~main.f673c4ba.js" defer="defer"></script>
-<script src="/assets/js/main.e04cc605.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.36ff1eee.js" defer="defer"></script>
+<script src="/assets/js/main.9025f89e.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
<script>!function(){function
t(t){document.documentElement.setAttribute("data-theme",t)}var
e=function(){try{return new
URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return
localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const
c=new URLSearchParams(window.location.search).entries();for(var[t,e]of
c)if(t.startsWith("docusaurus-data-")){var
a=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
-<p>In rpc/serialization systems, we often need to send
<strong><code>namespace/path/filename/fieldName/packageName/moduleName/className/enumValue</code></strong>
between processes.</p>
-<p>Those strings are mostly ascii strings. In order to transfer between
processes, we often encode such strings using utf-8 encodings. Such encoding
+<p>In rpc/serialization systems, we often need to send
<strong><code>namespace/path/filename/fieldName/packageName/moduleName/className/enumValue</code></strong>
string between processes.</p>
+<p>Those strings are mostly ascii strings. In order to transfer between
processes, we encode such strings using utf-8 encodings. Such encoding
will take one byte for every char, which is not space efficient actually.</p>
-<p>If we take a deeper look, we will found that most chars are <strong>lower
chars plus <code>.</code>, <code>$</code> and <code>_</code></strong>, which
can be expressed in a much
-smaller range <strong><code>0~32</code></strong>, and one byte can represent
range <code>0~255</code>, the significant bits are wasted. And the cost is not
ignorable, in a dynamic serialization
+<p>If we take a deeper look, we will found that most chars are
<strong>lowercase chars, <code>.</code>, <code>$</code> and
<code>_</code></strong>, which can be expressed in a much
+smaller range <strong><code>0~32</code></strong>. But one byte can represent
range <code>0~255</code>, the significant bits are wasted, and this cost is not
ignorable. In a dynamic serialization
framework, such meta will take considerable cost compared to real data.</p>
-<p>So we proposed a new string encoding algorithm which we called <strong>meta
string encoding</strong>. It will encode most chars using less bits instead of
<code>8</code> bits in utf-8 encoding.</p>
+<p>So we proposed a new string encoding algorithm which we called <strong>meta
string encoding</strong> in Fury. It will encode most chars using
<code>5</code> bits instead of <code>8</code> bits in utf-8 encoding, which can
bring <strong>37.5% space cost savings</strong> compared to utf-8 encoding.</p>
<h2 class="anchor anchorWithStickyNavbar_LWe7"
id="meta-string-introduction">Meta String Introduction<a
href="#meta-string-introduction" class="hash-link" aria-label="Direct link to
Meta String Introduction" title="Direct link to Meta String
Introduction"></a></h2>
<p>Meta string encoding algorithm is mainly used to encode meta strings such
as <strong>field names, namespace, packageName, className, path and
filename</strong>.
Such a string is enumerated and limited, so the encoding performance is not
important since we can cache the encoding result.</p>
@@ -24,20 +24,20 @@ Such a string is enumerated and limited, so the encoding
performance is not impo
<strong>37.5% space cost savings</strong> compared to utf-8 and has a smaller
encoded binary size, which uses less storage and makes the network transfer
faster.</p>
<h2 class="anchor anchorWithStickyNavbar_LWe7"
id="encoding-algorithms">Encoding Algorithms<a href="#encoding-algorithms"
class="hash-link" aria-label="Direct link to Encoding Algorithms" title="Direct
link to Encoding Algorithms"></a></h2>
<p>String binary encoding algorithm:</p>
-<table><thead><tr><th>Algorithm</th><th>Pattern</th><th>Description</th></tr></thead><tbody><tr><td>LOWER_SPECIAL</td><td><code>a-z._$|</code></td><td>every
char is written using 5 bits, <code>a-z</code>: <code>0b00000~0b11001</code>,
<code>._$|</code>: <code>0b11010~0b11101</code>, prepend one bit at the start
to indicate whether strip last char since last byte may have 7 redundant bits(1
indicates strip last
char)</td></tr><tr><td>LOWER_UPPER_DIGIT_SPECIAL</td><td><code>a-zA-Z0~9._</co
[...]
-<p>Encoding code snippet in java, see <a
href="https://github.com/apache/incubator-fury/blob/93800888595065b2690fec093ab0cbfd6ac7dedc/java/fury-core/src/main/java/org/apache/fury/meta/MetaStringEncoder.java#L235";
target="_blank" rel="noopener
noreferrer"><code>org.apache.fury.meta.MetaStringEncoder#encodeGeneric(char[],
int)</code></a> for more detailed:</p>
+<table><thead><tr><th>Algorithm</th><th>Pattern</th><th>Description</th></tr></thead><tbody><tr><td>LOWER_SPECIAL</td><td><code>a-z._$|</code></td><td>every
char is written using 5 bits, <code>a-z</code>: <code>0b00000~0b11001</code>,
<code>._$|</code>: <code>0b11010~0b11101</code>, prepend one bit at the start
to indicate whether strip last char since last byte may have 7 redundant bits(1
indicates strip last
char)</td></tr><tr><td>LOWER_UPPER_DIGIT_SPECIAL</td><td><code>a-zA-Z0~9._</co
[...]
+<p>If we use <code>LOWER_SPECIAL/LOWER_UPPER_DIGIT_SPECIAL</code>, we must add
a strip last char flag in encoded data. This is because every char will be
encoded using <code>5/6</code> bits, and the last char may have
<code>1~7</code> bits which are unused by encoding, such bits may cause an
extra char to be read, which we must strip off.</p>
+<p>Here is encoding code snippet in java, see <a
href="https://github.com/apache/incubator-fury/blob/93800888595065b2690fec093ab0cbfd6ac7dedc/java/fury-core/src/main/java/org/apache/fury/meta/MetaStringEncoder.java#L235";
target="_blank" rel="noopener
noreferrer"><code>org.apache.fury.meta.MetaStringEncoder#encodeGeneric(char[],
int)</code></a> for more details:</p>
<div class="language-java codeBlockContainer_Ckt0 theme-code-block"
style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div
class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-java
codeBlock_bY9V thin-scrollbar"
style="color:#393A34;background-color:#f6f8fa"><code
class="codeBlockLines_e6Vv"><span class="token-line"
style="color:#393A34"><span class="token keyword"
style="color:#00009f">private</span><span class="token plain"> </span><span
class="token [...]
-<p>Decoding code snippet in golang, see <a
href="https://github.com/apache/incubator-fury/blob/93800888595065b2690fec093ab0cbfd6ac7dedc/go/fury/meta/meta_string_decoder.go#L70";
target="_blank" rel="noopener
noreferrer"><code>go/fury/meta/meta_string_decoder.go:70</code></a> for more
details:</p>
+<p>Here is decoding code snippet in golang, see <a
href="https://github.com/apache/incubator-fury/blob/93800888595065b2690fec093ab0cbfd6ac7dedc/go/fury/meta/meta_string_decoder.go#L70";
target="_blank" rel="noopener
noreferrer"><code>go/fury/meta/meta_string_decoder.go:70</code></a> for more
details:</p>
<div class="language-go codeBlockContainer_Ckt0 theme-code-block"
style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div
class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-go
codeBlock_bY9V thin-scrollbar"
style="color:#393A34;background-color:#f6f8fa"><code
class="codeBlockLines_e6Vv"><span class="token-line"
style="color:#393A34"><span class="token keyword"
style="color:#00009f">func</span><span class="token plain"> </span><span
class="token punctua [...]
<h2 class="anchor anchorWithStickyNavbar_LWe7"
id="select-best-encoding">Select Best Encoding<a href="#select-best-encoding"
class="hash-link" aria-label="Direct link to Select Best Encoding"
title="Direct link to Select Best Encoding"></a></h2>
-<p>For most lower chars, meta string will use <code>5</code> bits to encode
every char. For string containing upper chars, meta string will try to convert
the string into a
-lower representation by inserting some markers, and compare used bytes with
<code>6</code> bits encoding, then select the encoding which has smaller
encoded size.</p>
+<p>For most lowercase characters, meta string will use <code>5</code> bits to
encode every char. For string containing uppercase chars, meta string will try
to convert the string into a lower case representation by inserting some
markers, and compare used bytes with <code>6</code> bits encoding, then select
the encoding which has smaller encoded size.</p>
<p>Here is the common encoding selection strategy:</p>
<table><thead><tr><th>Encoding Flag</th><th>Pattern</th><th>Encoding
Algorithm</th></tr></thead><tbody><tr><td>LOWER_SPECIAL</td><td>every char is
in
<code>a-z._|</code></td><td><code>LOWER_SPECIAL</code></td></tr><tr><td>FIRST_TO_LOWER_SPECIAL</td><td>every
char is in <code>a-z._</code> except first char is upper case</td><td>replace
first upper case char to lower case, then use
<code>LOWER_SPECIAL</code></td></tr><tr><td>ALL_TO_LOWER_SPECIAL</td><td>every
char is in <code>a-zA-Z._</cod [...]
<p>For package name, module name or namespace, <code>LOWER_SPECIAL</code> will
be used mostly. <code>ALL_TO_LOWER_SPECIAL</code> can be used too, since it can
represent the same chars as <code>LOWER_SPECIAL</code> without using more bits,
but also support string with uppercase chars.</p>
<p>For className, <code>FIRST_TO_LOWER_SPECIAL</code> will be used mostly. If
there are multiple uppercase chars, then <code>ALL_TO_LOWER_SPECIAL</code> will
be used instead.
If a string contains digits, then <code>LOWER_UPPER_DIGIT_SPECIAL</code> will
be used.</p>
-<p>Finally, utf8 will be the fallback encoding if the string contains some
chars not in range <code>a-z0-9A-Z</code>.</p>
+<p>Finally, utf8 will be the fallback encoding if the string contains some
chars which is not in range <code>a-z0-9A-Z</code>.</p>
<h2 class="anchor anchorWithStickyNavbar_LWe7"
id="encoding-flags-and-data-jointly">Encoding Flags and Data jointly<a
href="#encoding-flags-and-data-jointly" class="hash-link" aria-label="Direct
link to Encoding Flags and Data jointly" title="Direct link to Encoding Flags
and Data jointly"></a></h2>
<ul>
<li>Depending on the case, one can choose encoding <code>flags + data</code>
jointly, using 3 bits of first byte for flags and other bytes for data. This
can be useful since there are some holes remaining in last byte, adding flags
in data doesn't always increase serialized bytes size.</li>
diff --git a/blog/fury_0_1_0_release/index.html
b/blog/fury_0_1_0_release/index.html
index 459fd31..88c7557 100644
--- a/blog/fury_0_1_0_release/index.html
+++ b/blog/fury_0_1_0_release/index.html
@@ -5,8 +5,8 @@
<meta name="generator" content="Docusaurus v3.0.1">
<title data-rh="true">Fury v0.1.0 released | Apache Fury
(incubating)</title><meta data-rh="true" name="viewport"
content="width=device-width,initial-scale=1"><meta data-rh="true"
name="twitter:card" content="summary_large_image"><meta data-rh="true"
property="og:url"
content="https://fury.apache.org/blog/fury_0_1_0_release";><meta data-rh="true"
property="og:locale" content="en"><meta data-rh="true" name="docusaurus_locale"
content="en"><meta data-rh="true" name="docusaurus_tag" content= [...]
<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml"
title="Apache Fury (incubating) Atom Feed"><link rel="stylesheet"
href="/assets/css/styles.d3c1e154.css">
-<script src="/assets/js/runtime~main.f673c4ba.js" defer="defer"></script>
-<script src="/assets/js/main.e04cc605.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.36ff1eee.js" defer="defer"></script>
+<script src="/assets/js/main.9025f89e.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
<script>!function(){function
t(t){document.documentElement.setAttribute("data-theme",t)}var
e=function(){try{return new
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diff --git a/blog/fury_0_1_1_release/index.html
b/blog/fury_0_1_1_release/index.html
index 20fc278..fd3140a 100644
--- a/blog/fury_0_1_1_release/index.html
+++ b/blog/fury_0_1_1_release/index.html
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<meta name="generator" content="Docusaurus v3.0.1">
<title data-rh="true">Fury v0.1.1 released | Apache Fury
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content="width=device-width,initial-scale=1"><meta data-rh="true"
name="twitter:card" content="summary_large_image"><meta data-rh="true"
property="og:url"
content="https://fury.apache.org/blog/fury_0_1_1_release";><meta data-rh="true"
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content="en"><meta data-rh="true" name="docusaurus_tag" content= [...]
<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml"
title="Apache Fury (incubating) Atom Feed"><link rel="stylesheet"
href="/assets/css/styles.d3c1e154.css">
-<script src="/assets/js/runtime~main.f673c4ba.js" defer="defer"></script>
-<script src="/assets/js/main.e04cc605.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.36ff1eee.js" defer="defer"></script>
+<script src="/assets/js/main.9025f89e.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
<script>!function(){function
t(t){document.documentElement.setAttribute("data-theme",t)}var
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diff --git a/blog/fury_0_1_2_release/index.html
b/blog/fury_0_1_2_release/index.html
index d8c90e1..c94f0a7 100644
--- a/blog/fury_0_1_2_release/index.html
+++ b/blog/fury_0_1_2_release/index.html
@@ -5,8 +5,8 @@
<meta name="generator" content="Docusaurus v3.0.1">
<title data-rh="true">Fury v0.1.2 released | Apache Fury
(incubating)</title><meta data-rh="true" name="viewport"
content="width=device-width,initial-scale=1"><meta data-rh="true"
name="twitter:card" content="summary_large_image"><meta data-rh="true"
property="og:url"
content="https://fury.apache.org/blog/fury_0_1_2_release";><meta data-rh="true"
property="og:locale" content="en"><meta data-rh="true" name="docusaurus_locale"
content="en"><meta data-rh="true" name="docusaurus_tag" content= [...]
<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml"
title="Apache Fury (incubating) Atom Feed"><link rel="stylesheet"
href="/assets/css/styles.d3c1e154.css">
-<script src="/assets/js/runtime~main.f673c4ba.js" defer="defer"></script>
-<script src="/assets/js/main.e04cc605.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.36ff1eee.js" defer="defer"></script>
+<script src="/assets/js/main.9025f89e.js" defer="defer"></script>
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diff --git a/blog/fury_0_2_0_release/index.html
b/blog/fury_0_2_0_release/index.html
index 97cd2df..8415c61 100644
--- a/blog/fury_0_2_0_release/index.html
+++ b/blog/fury_0_2_0_release/index.html
@@ -5,8 +5,8 @@
<meta name="generator" content="Docusaurus v3.0.1">
<title data-rh="true">Fury v0.2.0 released | Apache Fury
(incubating)</title><meta data-rh="true" name="viewport"
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name="twitter:card" content="summary_large_image"><meta data-rh="true"
property="og:url"
content="https://fury.apache.org/blog/fury_0_2_0_release";><meta data-rh="true"
property="og:locale" content="en"><meta data-rh="true" name="docusaurus_locale"
content="en"><meta data-rh="true" name="docusaurus_tag" content= [...]
<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml"
title="Apache Fury (incubating) Atom Feed"><link rel="stylesheet"
href="/assets/css/styles.d3c1e154.css">
-<script src="/assets/js/runtime~main.f673c4ba.js" defer="defer"></script>
-<script src="/assets/js/main.e04cc605.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.36ff1eee.js" defer="defer"></script>
+<script src="/assets/js/main.9025f89e.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
<script>!function(){function
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diff --git a/blog/fury_0_2_1_release/index.html
b/blog/fury_0_2_1_release/index.html
index a176a2f..ba0c0f8 100644
--- a/blog/fury_0_2_1_release/index.html
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diff --git a/blog/fury_0_3_0_release/index.html
b/blog/fury_0_3_0_release/index.html
index 34b3bd7..6d239c2 100644
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diff --git a/blog/fury_0_3_1_release/index.html
b/blog/fury_0_3_1_release/index.html
index fec9c12..a0e70d4 100644
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diff --git a/blog/fury_0_4_0_release/index.html
b/blog/fury_0_4_0_release/index.html
index 67c5a1c..27914d4 100644
--- a/blog/fury_0_4_0_release/index.html
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@@ -5,8 +5,8 @@
<meta name="generator" content="Docusaurus v3.0.1">
<title data-rh="true">Fury 0.4.0 Released | Apache Fury
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content="width=device-width,initial-scale=1"><meta data-rh="true"
name="twitter:card" content="summary_large_image"><meta data-rh="true"
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+<script src="/assets/js/runtime~main.36ff1eee.js" defer="defer"></script>
+<script src="/assets/js/main.9025f89e.js" defer="defer"></script>
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diff --git a/blog/fury_0_4_1_release/index.html
b/blog/fury_0_4_1_release/index.html
index a419bc8..5991e3f 100644
--- a/blog/fury_0_4_1_release/index.html
+++ b/blog/fury_0_4_1_release/index.html
@@ -5,8 +5,8 @@
<meta name="generator" content="Docusaurus v3.0.1">
<title data-rh="true">Fury 0.4.1 Released | Apache Fury
(incubating)</title><meta data-rh="true" name="viewport"
content="width=device-width,initial-scale=1"><meta data-rh="true"
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content="en"><meta data-rh="true" name="docusaurus_tag" content=" [...]
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+<script src="/assets/js/main.9025f89e.js" defer="defer"></script>
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diff --git a/blog/fury_0_5_0_release/index.html
b/blog/fury_0_5_0_release/index.html
index c9b5085..5691a49 100644
--- a/blog/fury_0_5_0_release/index.html
+++ b/blog/fury_0_5_0_release/index.html
@@ -5,8 +5,8 @@
<meta name="generator" content="Docusaurus v3.0.1">
<title data-rh="true">Fury v0.5.0 Released | Apache Fury
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diff --git
a/blog/fury_blazing_fast_multiple_language_serialization_framework/index.html
b/blog/fury_blazing_fast_multiple_language_serialization_framework/index.html
index c04cae1..972b44d 100644
---
a/blog/fury_blazing_fast_multiple_language_serialization_framework/index.html
+++
b/blog/fury_blazing_fast_multiple_language_serialization_framework/index.html
@@ -5,8 +5,8 @@
<meta name="generator" content="Docusaurus v3.0.1">
<title data-rh="true">Apache Fury: A blazing fast multi-language serialization
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data-rh="true" name="viewport"
content="width=device-width,initial-scale=1"><meta data-rh="true"
name="twitter:card" content="summary_large_image"><meta data-rh="true"
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diff --git a/blog/index.html b/blog/index.html
index 5810433..734d239 100644
--- a/blog/index.html
+++ b/blog/index.html
@@ -5,18 +5,18 @@
<meta name="generator" content="Docusaurus v3.0.1">
<title data-rh="true">Blog | Apache Fury (incubating)</title><meta
data-rh="true" name="viewport"
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<body class="navigation-with-keyboard">
<script>!function(){function
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a=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
-<p>In rpc/serialization systems, we often need to send
<strong><code>namespace/path/filename/fieldName/packageName/moduleName/className/enumValue</code></strong>
between processes.</p>
-<p>Those strings are mostly ascii strings. In order to transfer between
processes, we often encode such strings using utf-8 encodings. Such encoding
+<p>In rpc/serialization systems, we often need to send
<strong><code>namespace/path/filename/fieldName/packageName/moduleName/className/enumValue</code></strong>
string between processes.</p>
+<p>Those strings are mostly ascii strings. In order to transfer between
processes, we encode such strings using utf-8 encodings. Such encoding
will take one byte for every char, which is not space efficient actually.</p>
-<p>If we take a deeper look, we will found that most chars are <strong>lower
chars plus <code>.</code>, <code>$</code> and <code>_</code></strong>, which
can be expressed in a much
-smaller range <strong><code>0~32</code></strong>, and one byte can represent
range <code>0~255</code>, the significant bits are wasted. And the cost is not
ignorable, in a dynamic serialization
+<p>If we take a deeper look, we will found that most chars are
<strong>lowercase chars, <code>.</code>, <code>$</code> and
<code>_</code></strong>, which can be expressed in a much
+smaller range <strong><code>0~32</code></strong>. But one byte can represent
range <code>0~255</code>, the significant bits are wasted, and this cost is not
ignorable. In a dynamic serialization
framework, such meta will take considerable cost compared to real data.</p>
-<p>So we proposed a new string encoding algorithm which we called <strong>meta
string encoding</strong>. It will encode most chars using less bits instead of
<code>8</code> bits in utf-8 encoding.</p>
+<p>So we proposed a new string encoding algorithm which we called <strong>meta
string encoding</strong> in Fury. It will encode most chars using
<code>5</code> bits instead of <code>8</code> bits in utf-8 encoding, which can
bring <strong>37.5% space cost savings</strong> compared to utf-8 encoding.</p>
<h2 class="anchor anchorWithStickyNavbar_LWe7"
id="meta-string-introduction">Meta String Introduction<a
href="#meta-string-introduction" class="hash-link" aria-label="Direct link to
Meta String Introduction" title="Direct link to Meta String
Introduction"></a></h2>
<p>Meta string encoding algorithm is mainly used to encode meta strings such
as <strong>field names, namespace, packageName, className, path and
filename</strong>.
Such a string is enumerated and limited, so the encoding performance is not
important since we can cache the encoding result.</p>
@@ -24,20 +24,20 @@ Such a string is enumerated and limited, so the encoding
performance is not impo
<strong>37.5% space cost savings</strong> compared to utf-8 and has a smaller
encoded binary size, which uses less storage and makes the network transfer
faster.</p>
<h2 class="anchor anchorWithStickyNavbar_LWe7"
id="encoding-algorithms">Encoding Algorithms<a href="#encoding-algorithms"
class="hash-link" aria-label="Direct link to Encoding Algorithms" title="Direct
link to Encoding Algorithms"></a></h2>
<p>String binary encoding algorithm:</p>
-<table><thead><tr><th>Algorithm</th><th>Pattern</th><th>Description</th></tr></thead><tbody><tr><td>LOWER_SPECIAL</td><td><code>a-z._$|</code></td><td>every
char is written using 5 bits, <code>a-z</code>: <code>0b00000~0b11001</code>,
<code>._$|</code>: <code>0b11010~0b11101</code>, prepend one bit at the start
to indicate whether strip last char since last byte may have 7 redundant bits(1
indicates strip last
char)</td></tr><tr><td>LOWER_UPPER_DIGIT_SPECIAL</td><td><code>a-zA-Z0~9._</co
[...]
-<p>Encoding code snippet in java, see <a
href="https://github.com/apache/incubator-fury/blob/93800888595065b2690fec093ab0cbfd6ac7dedc/java/fury-core/src/main/java/org/apache/fury/meta/MetaStringEncoder.java#L235";
target="_blank" rel="noopener
noreferrer"><code>org.apache.fury.meta.MetaStringEncoder#encodeGeneric(char[],
int)</code></a> for more detailed:</p>
+<table><thead><tr><th>Algorithm</th><th>Pattern</th><th>Description</th></tr></thead><tbody><tr><td>LOWER_SPECIAL</td><td><code>a-z._$|</code></td><td>every
char is written using 5 bits, <code>a-z</code>: <code>0b00000~0b11001</code>,
<code>._$|</code>: <code>0b11010~0b11101</code>, prepend one bit at the start
to indicate whether strip last char since last byte may have 7 redundant bits(1
indicates strip last
char)</td></tr><tr><td>LOWER_UPPER_DIGIT_SPECIAL</td><td><code>a-zA-Z0~9._</co
[...]
+<p>If we use <code>LOWER_SPECIAL/LOWER_UPPER_DIGIT_SPECIAL</code>, we must add
a strip last char flag in encoded data. This is because every char will be
encoded using <code>5/6</code> bits, and the last char may have
<code>1~7</code> bits which are unused by encoding, such bits may cause an
extra char to be read, which we must strip off.</p>
+<p>Here is encoding code snippet in java, see <a
href="https://github.com/apache/incubator-fury/blob/93800888595065b2690fec093ab0cbfd6ac7dedc/java/fury-core/src/main/java/org/apache/fury/meta/MetaStringEncoder.java#L235";
target="_blank" rel="noopener
noreferrer"><code>org.apache.fury.meta.MetaStringEncoder#encodeGeneric(char[],
int)</code></a> for more details:</p>
<div class="language-java codeBlockContainer_Ckt0 theme-code-block"
style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div
class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-java
codeBlock_bY9V thin-scrollbar"
style="color:#393A34;background-color:#f6f8fa"><code
class="codeBlockLines_e6Vv"><span class="token-line"
style="color:#393A34"><span class="token keyword"
style="color:#00009f">private</span><span class="token plain"> </span><span
class="token [...]
-<p>Decoding code snippet in golang, see <a
href="https://github.com/apache/incubator-fury/blob/93800888595065b2690fec093ab0cbfd6ac7dedc/go/fury/meta/meta_string_decoder.go#L70";
target="_blank" rel="noopener
noreferrer"><code>go/fury/meta/meta_string_decoder.go:70</code></a> for more
details:</p>
+<p>Here is decoding code snippet in golang, see <a
href="https://github.com/apache/incubator-fury/blob/93800888595065b2690fec093ab0cbfd6ac7dedc/go/fury/meta/meta_string_decoder.go#L70";
target="_blank" rel="noopener
noreferrer"><code>go/fury/meta/meta_string_decoder.go:70</code></a> for more
details:</p>
<div class="language-go codeBlockContainer_Ckt0 theme-code-block"
style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div
class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-go
codeBlock_bY9V thin-scrollbar"
style="color:#393A34;background-color:#f6f8fa"><code
class="codeBlockLines_e6Vv"><span class="token-line"
style="color:#393A34"><span class="token keyword"
style="color:#00009f">func</span><span class="token plain"> </span><span
class="token punctua [...]
<h2 class="anchor anchorWithStickyNavbar_LWe7"
id="select-best-encoding">Select Best Encoding<a href="#select-best-encoding"
class="hash-link" aria-label="Direct link to Select Best Encoding"
title="Direct link to Select Best Encoding"></a></h2>
-<p>For most lower chars, meta string will use <code>5</code> bits to encode
every char. For string containing upper chars, meta string will try to convert
the string into a
-lower representation by inserting some markers, and compare used bytes with
<code>6</code> bits encoding, then select the encoding which has smaller
encoded size.</p>
+<p>For most lowercase characters, meta string will use <code>5</code> bits to
encode every char. For string containing uppercase chars, meta string will try
to convert the string into a lower case representation by inserting some
markers, and compare used bytes with <code>6</code> bits encoding, then select
the encoding which has smaller encoded size.</p>
<p>Here is the common encoding selection strategy:</p>
<table><thead><tr><th>Encoding Flag</th><th>Pattern</th><th>Encoding
Algorithm</th></tr></thead><tbody><tr><td>LOWER_SPECIAL</td><td>every char is
in
<code>a-z._|</code></td><td><code>LOWER_SPECIAL</code></td></tr><tr><td>FIRST_TO_LOWER_SPECIAL</td><td>every
char is in <code>a-z._</code> except first char is upper case</td><td>replace
first upper case char to lower case, then use
<code>LOWER_SPECIAL</code></td></tr><tr><td>ALL_TO_LOWER_SPECIAL</td><td>every
char is in <code>a-zA-Z._</cod [...]
<p>For package name, module name or namespace, <code>LOWER_SPECIAL</code> will
be used mostly. <code>ALL_TO_LOWER_SPECIAL</code> can be used too, since it can
represent the same chars as <code>LOWER_SPECIAL</code> without using more bits,
but also support string with uppercase chars.</p>
<p>For className, <code>FIRST_TO_LOWER_SPECIAL</code> will be used mostly. If
there are multiple uppercase chars, then <code>ALL_TO_LOWER_SPECIAL</code> will
be used instead.
If a string contains digits, then <code>LOWER_UPPER_DIGIT_SPECIAL</code> will
be used.</p>
-<p>Finally, utf8 will be the fallback encoding if the string contains some
chars not in range <code>a-z0-9A-Z</code>.</p>
+<p>Finally, utf8 will be the fallback encoding if the string contains some
chars which is not in range <code>a-z0-9A-Z</code>.</p>
<h2 class="anchor anchorWithStickyNavbar_LWe7"
id="encoding-flags-and-data-jointly">Encoding Flags and Data jointly<a
href="#encoding-flags-and-data-jointly" class="hash-link" aria-label="Direct
link to Encoding Flags and Data jointly" title="Direct link to Encoding Flags
and Data jointly"></a></h2>
<ul>
<li>Depending on the case, one can choose encoding <code>flags + data</code>
jointly, using 3 bits of first byte for flags and other bytes for data. This
can be useful since there are some holes remaining in last byte, adding flags
in data doesn't always increase serialized bytes size.</li>
diff --git a/blog/page/2/index.html b/blog/page/2/index.html
index 9130011..274225e 100644
--- a/blog/page/2/index.html
+++ b/blog/page/2/index.html
@@ -5,8 +5,8 @@
<meta name="generator" content="Docusaurus v3.0.1">
<title data-rh="true">Blog | Apache Fury (incubating)</title><meta
data-rh="true" name="viewport"
content="width=device-width,initial-scale=1"><meta data-rh="true"
name="twitter:card" content="summary_large_image"><meta data-rh="true"
property="og:url" content="https://fury.apache.org/blog/page/2";><meta
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name="docusaurus_locale" content="en"><meta data-rh="true"
name="docsearch:language" content="en"><meta data-rh="true [...]
<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml"
title="Apache Fury (incubating) Atom Feed"><link rel="stylesheet"
href="/assets/css/styles.d3c1e154.css">
-<script src="/assets/js/runtime~main.f673c4ba.js" defer="defer"></script>
-<script src="/assets/js/main.e04cc605.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.36ff1eee.js" defer="defer"></script>
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<script>!function(){function
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diff --git a/blog/rss.xml b/blog/rss.xml
index f5e318c..a089a40 100644
--- a/blog/rss.xml
+++ b/blog/rss.xml
@@ -15,13 +15,13 @@
<pubDate>Mon, 06 May 2024 00:00:00 GMT</pubDate>
<description><![CDATA[Background]]></description>
<content:encoded><![CDATA[<h2 class="anchor
anchorWithStickyNavbar_LWe7" id="background">Background<a
href="https://fury.apache.org/blog/fury#background"; class="hash-link"
aria-label="Direct link to Background" title="Direct link to
Background"></a></h2>
-<p>In rpc/serialization systems, we often need to send
<strong><code>namespace/path/filename/fieldName/packageName/moduleName/className/enumValue</code></strong>
between processes.</p>
-<p>Those strings are mostly ascii strings. In order to transfer between
processes, we often encode such strings using utf-8 encodings. Such encoding
+<p>In rpc/serialization systems, we often need to send
<strong><code>namespace/path/filename/fieldName/packageName/moduleName/className/enumValue</code></strong>
string between processes.</p>
+<p>Those strings are mostly ascii strings. In order to transfer between
processes, we encode such strings using utf-8 encodings. Such encoding
will take one byte for every char, which is not space efficient actually.</p>
-<p>If we take a deeper look, we will found that most chars are <strong>lower
chars plus <code>.</code>, <code>$</code> and <code>_</code></strong>, which
can be expressed in a much
-smaller range <strong><code>0~32</code></strong>, and one byte can represent
range <code>0~255</code>, the significant bits are wasted. And the cost is not
ignorable, in a dynamic serialization
+<p>If we take a deeper look, we will found that most chars are
<strong>lowercase chars, <code>.</code>, <code>$</code> and
<code>_</code></strong>, which can be expressed in a much
+smaller range <strong><code>0~32</code></strong>. But one byte can represent
range <code>0~255</code>, the significant bits are wasted, and this cost is not
ignorable. In a dynamic serialization
framework, such meta will take considerable cost compared to real data.</p>
-<p>So we proposed a new string encoding algorithm which we called <strong>meta
string encoding</strong>. It will encode most chars using less bits instead of
<code>8</code> bits in utf-8 encoding.</p>
+<p>So we proposed a new string encoding algorithm which we called <strong>meta
string encoding</strong> in Fury. It will encode most chars using
<code>5</code> bits instead of <code>8</code> bits in utf-8 encoding, which can
bring <strong>37.5% space cost savings</strong> compared to utf-8 encoding.</p>
<h2 class="anchor anchorWithStickyNavbar_LWe7"
id="meta-string-introduction">Meta String Introduction<a
href="https://fury.apache.org/blog/fury#meta-string-introduction";
class="hash-link" aria-label="Direct link to Meta String Introduction"
title="Direct link to Meta String Introduction"></a></h2>
<p>Meta string encoding algorithm is mainly used to encode meta strings such
as <strong>field names, namespace, packageName, className, path and
filename</strong>.
Such a string is enumerated and limited, so the encoding performance is not
important since we can cache the encoding result.</p>
@@ -29,20 +29,20 @@ Such a string is enumerated and limited, so the encoding
performance is not impo
<strong>37.5% space cost savings</strong> compared to utf-8 and has a smaller
encoded binary size, which uses less storage and makes the network transfer
faster.</p>
<h2 class="anchor anchorWithStickyNavbar_LWe7"
id="encoding-algorithms">Encoding Algorithms<a
href="https://fury.apache.org/blog/fury#encoding-algorithms"; class="hash-link"
aria-label="Direct link to Encoding Algorithms" title="Direct link to Encoding
Algorithms"></a></h2>
<p>String binary encoding algorithm:</p>
-<table><thead><tr><th>Algorithm</th><th>Pattern</th><th>Description</th></tr></thead><tbody><tr><td>LOWER_SPECIAL</td><td><code>a-z._$|</code></td><td>every
char is written using 5 bits, <code>a-z</code>: <code>0b00000~0b11001</code>,
<code>._$|</code>: <code>0b11010~0b11101</code>, prepend one bit at the start
to indicate whether strip last char since last byte may have 7 redundant bits(1
indicates strip last
char)</td></tr><tr><td>LOWER_UPPER_DIGIT_SPECIAL</td><td><code>a-zA-Z0~9._</co
[...]
-<p>Encoding code snippet in java, see <a
href="https://github.com/apache/incubator-fury/blob/93800888595065b2690fec093ab0cbfd6ac7dedc/java/fury-core/src/main/java/org/apache/fury/meta/MetaStringEncoder.java#L235";
target="_blank" rel="noopener
noreferrer"><code>org.apache.fury.meta.MetaStringEncoder#encodeGeneric(char[],
int)</code></a> for more detailed:</p>
+<table><thead><tr><th>Algorithm</th><th>Pattern</th><th>Description</th></tr></thead><tbody><tr><td>LOWER_SPECIAL</td><td><code>a-z._$|</code></td><td>every
char is written using 5 bits, <code>a-z</code>: <code>0b00000~0b11001</code>,
<code>._$|</code>: <code>0b11010~0b11101</code>, prepend one bit at the start
to indicate whether strip last char since last byte may have 7 redundant bits(1
indicates strip last
char)</td></tr><tr><td>LOWER_UPPER_DIGIT_SPECIAL</td><td><code>a-zA-Z0~9._</co
[...]
+<p>If we use <code>LOWER_SPECIAL/LOWER_UPPER_DIGIT_SPECIAL</code>, we must add
a strip last char flag in encoded data. This is because every char will be
encoded using <code>5/6</code> bits, and the last char may have
<code>1~7</code> bits which are unused by encoding, such bits may cause an
extra char to be read, which we must strip off.</p>
+<p>Here is encoding code snippet in java, see <a
href="https://github.com/apache/incubator-fury/blob/93800888595065b2690fec093ab0cbfd6ac7dedc/java/fury-core/src/main/java/org/apache/fury/meta/MetaStringEncoder.java#L235";
target="_blank" rel="noopener
noreferrer"><code>org.apache.fury.meta.MetaStringEncoder#encodeGeneric(char[],
int)</code></a> for more details:</p>
<div class="language-java codeBlockContainer_Ckt0 theme-code-block"
style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div
class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-java
codeBlock_bY9V thin-scrollbar"
style="color:#393A34;background-color:#f6f8fa"><code
class="codeBlockLines_e6Vv"><span class="token-line"
style="color:#393A34"><span class="token keyword"
style="color:#00009f">private</span><span class="token plain"> </span><span
class="token [...]
-<p>Decoding code snippet in golang, see <a
href="https://github.com/apache/incubator-fury/blob/93800888595065b2690fec093ab0cbfd6ac7dedc/go/fury/meta/meta_string_decoder.go#L70";
target="_blank" rel="noopener
noreferrer"><code>go/fury/meta/meta_string_decoder.go:70</code></a> for more
details:</p>
+<p>Here is decoding code snippet in golang, see <a
href="https://github.com/apache/incubator-fury/blob/93800888595065b2690fec093ab0cbfd6ac7dedc/go/fury/meta/meta_string_decoder.go#L70";
target="_blank" rel="noopener
noreferrer"><code>go/fury/meta/meta_string_decoder.go:70</code></a> for more
details:</p>
<div class="language-go codeBlockContainer_Ckt0 theme-code-block"
style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div
class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-go
codeBlock_bY9V thin-scrollbar"
style="color:#393A34;background-color:#f6f8fa"><code
class="codeBlockLines_e6Vv"><span class="token-line"
style="color:#393A34"><span class="token keyword"
style="color:#00009f">func</span><span class="token plain"> </span><span
class="token punctua [...]
<h2 class="anchor anchorWithStickyNavbar_LWe7"
id="select-best-encoding">Select Best Encoding<a
href="https://fury.apache.org/blog/fury#select-best-encoding"; class="hash-link"
aria-label="Direct link to Select Best Encoding" title="Direct link to Select
Best Encoding"></a></h2>
-<p>For most lower chars, meta string will use <code>5</code> bits to encode
every char. For string containing upper chars, meta string will try to convert
the string into a
-lower representation by inserting some markers, and compare used bytes with
<code>6</code> bits encoding, then select the encoding which has smaller
encoded size.</p>
+<p>For most lowercase characters, meta string will use <code>5</code> bits to
encode every char. For string containing uppercase chars, meta string will try
to convert the string into a lower case representation by inserting some
markers, and compare used bytes with <code>6</code> bits encoding, then select
the encoding which has smaller encoded size.</p>
<p>Here is the common encoding selection strategy:</p>
<table><thead><tr><th>Encoding Flag</th><th>Pattern</th><th>Encoding
Algorithm</th></tr></thead><tbody><tr><td>LOWER_SPECIAL</td><td>every char is
in
<code>a-z._|</code></td><td><code>LOWER_SPECIAL</code></td></tr><tr><td>FIRST_TO_LOWER_SPECIAL</td><td>every
char is in <code>a-z._</code> except first char is upper case</td><td>replace
first upper case char to lower case, then use
<code>LOWER_SPECIAL</code></td></tr><tr><td>ALL_TO_LOWER_SPECIAL</td><td>every
char is in <code>a-zA-Z._</cod [...]
<p>For package name, module name or namespace, <code>LOWER_SPECIAL</code> will
be used mostly. <code>ALL_TO_LOWER_SPECIAL</code> can be used too, since it can
represent the same chars as <code>LOWER_SPECIAL</code> without using more bits,
but also support string with uppercase chars.</p>
<p>For className, <code>FIRST_TO_LOWER_SPECIAL</code> will be used mostly. If
there are multiple uppercase chars, then <code>ALL_TO_LOWER_SPECIAL</code> will
be used instead.
If a string contains digits, then <code>LOWER_UPPER_DIGIT_SPECIAL</code> will
be used.</p>
-<p>Finally, utf8 will be the fallback encoding if the string contains some
chars not in range <code>a-z0-9A-Z</code>.</p>
+<p>Finally, utf8 will be the fallback encoding if the string contains some
chars which is not in range <code>a-z0-9A-Z</code>.</p>
<h2 class="anchor anchorWithStickyNavbar_LWe7"
id="encoding-flags-and-data-jointly">Encoding Flags and Data jointly<a
href="https://fury.apache.org/blog/fury#encoding-flags-and-data-jointly";
class="hash-link" aria-label="Direct link to Encoding Flags and Data jointly"
title="Direct link to Encoding Flags and Data jointly"></a></h2>
<ul>
<li>Depending on the case, one can choose encoding <code>flags + data</code>
jointly, using 3 bits of first byte for flags and other bytes for data. This
can be useful since there are some holes remaining in last byte, adding flags
in data doesn't always increase serialized bytes size.</li>
diff --git a/blog/tags/fury/index.html b/blog/tags/fury/index.html
index 468b115..c1273c1 100644
--- a/blog/tags/fury/index.html
+++ b/blog/tags/fury/index.html
@@ -5,18 +5,18 @@
<meta name="generator" content="Docusaurus v3.0.1">
<title data-rh="true">12 posts tagged with "fury" | Apache Fury
(incubating)</title><meta data-rh="true" name="viewport"
content="width=device-width,initial-scale=1"><meta data-rh="true"
name="twitter:card" content="summary_large_image"><meta data-rh="true"
property="og:url" content="https://fury.apache.org/blog/tags/fury";><meta
data-rh="true" property="og:locale" content="en"><meta data-rh="true"
name="docusaurus_locale" content="en"><meta data-rh="true"
name="docsearch:langua [...]
<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml"
title="Apache Fury (incubating) Atom Feed"><link rel="stylesheet"
href="/assets/css/styles.d3c1e154.css">
-<script src="/assets/js/runtime~main.f673c4ba.js" defer="defer"></script>
-<script src="/assets/js/main.e04cc605.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.36ff1eee.js" defer="defer"></script>
+<script src="/assets/js/main.9025f89e.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
<script>!function(){function
t(t){document.documentElement.setAttribute("data-theme",t)}var
e=function(){try{return new
URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return
localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const
c=new URLSearchParams(window.location.search).entries();for(var[t,e]of
c)if(t.startsWith("docusaurus-data-")){var
a=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
-<p>In rpc/serialization systems, we often need to send
<strong><code>namespace/path/filename/fieldName/packageName/moduleName/className/enumValue</code></strong>
between processes.</p>
-<p>Those strings are mostly ascii strings. In order to transfer between
processes, we often encode such strings using utf-8 encodings. Such encoding
+<p>In rpc/serialization systems, we often need to send
<strong><code>namespace/path/filename/fieldName/packageName/moduleName/className/enumValue</code></strong>
string between processes.</p>
+<p>Those strings are mostly ascii strings. In order to transfer between
processes, we encode such strings using utf-8 encodings. Such encoding
will take one byte for every char, which is not space efficient actually.</p>
-<p>If we take a deeper look, we will found that most chars are <strong>lower
chars plus <code>.</code>, <code>$</code> and <code>_</code></strong>, which
can be expressed in a much
-smaller range <strong><code>0~32</code></strong>, and one byte can represent
range <code>0~255</code>, the significant bits are wasted. And the cost is not
ignorable, in a dynamic serialization
+<p>If we take a deeper look, we will found that most chars are
<strong>lowercase chars, <code>.</code>, <code>$</code> and
<code>_</code></strong>, which can be expressed in a much
+smaller range <strong><code>0~32</code></strong>. But one byte can represent
range <code>0~255</code>, the significant bits are wasted, and this cost is not
ignorable. In a dynamic serialization
framework, such meta will take considerable cost compared to real data.</p>
-<p>So we proposed a new string encoding algorithm which we called <strong>meta
string encoding</strong>. It will encode most chars using less bits instead of
<code>8</code> bits in utf-8 encoding.</p>
+<p>So we proposed a new string encoding algorithm which we called <strong>meta
string encoding</strong> in Fury. It will encode most chars using
<code>5</code> bits instead of <code>8</code> bits in utf-8 encoding, which can
bring <strong>37.5% space cost savings</strong> compared to utf-8 encoding.</p>
<h2 class="anchor anchorWithStickyNavbar_LWe7"
id="meta-string-introduction">Meta String Introduction<a
href="#meta-string-introduction" class="hash-link" aria-label="Direct link to
Meta String Introduction" title="Direct link to Meta String
Introduction"></a></h2>
<p>Meta string encoding algorithm is mainly used to encode meta strings such
as <strong>field names, namespace, packageName, className, path and
filename</strong>.
Such a string is enumerated and limited, so the encoding performance is not
important since we can cache the encoding result.</p>
@@ -24,20 +24,20 @@ Such a string is enumerated and limited, so the encoding
performance is not impo
<strong>37.5% space cost savings</strong> compared to utf-8 and has a smaller
encoded binary size, which uses less storage and makes the network transfer
faster.</p>
<h2 class="anchor anchorWithStickyNavbar_LWe7"
id="encoding-algorithms">Encoding Algorithms<a href="#encoding-algorithms"
class="hash-link" aria-label="Direct link to Encoding Algorithms" title="Direct
link to Encoding Algorithms"></a></h2>
<p>String binary encoding algorithm:</p>
-<table><thead><tr><th>Algorithm</th><th>Pattern</th><th>Description</th></tr></thead><tbody><tr><td>LOWER_SPECIAL</td><td><code>a-z._$|</code></td><td>every
char is written using 5 bits, <code>a-z</code>: <code>0b00000~0b11001</code>,
<code>._$|</code>: <code>0b11010~0b11101</code>, prepend one bit at the start
to indicate whether strip last char since last byte may have 7 redundant bits(1
indicates strip last
char)</td></tr><tr><td>LOWER_UPPER_DIGIT_SPECIAL</td><td><code>a-zA-Z0~9._</co
[...]
-<p>Encoding code snippet in java, see <a
href="https://github.com/apache/incubator-fury/blob/93800888595065b2690fec093ab0cbfd6ac7dedc/java/fury-core/src/main/java/org/apache/fury/meta/MetaStringEncoder.java#L235";
target="_blank" rel="noopener
noreferrer"><code>org.apache.fury.meta.MetaStringEncoder#encodeGeneric(char[],
int)</code></a> for more detailed:</p>
+<table><thead><tr><th>Algorithm</th><th>Pattern</th><th>Description</th></tr></thead><tbody><tr><td>LOWER_SPECIAL</td><td><code>a-z._$|</code></td><td>every
char is written using 5 bits, <code>a-z</code>: <code>0b00000~0b11001</code>,
<code>._$|</code>: <code>0b11010~0b11101</code>, prepend one bit at the start
to indicate whether strip last char since last byte may have 7 redundant bits(1
indicates strip last
char)</td></tr><tr><td>LOWER_UPPER_DIGIT_SPECIAL</td><td><code>a-zA-Z0~9._</co
[...]
+<p>If we use <code>LOWER_SPECIAL/LOWER_UPPER_DIGIT_SPECIAL</code>, we must add
a strip last char flag in encoded data. This is because every char will be
encoded using <code>5/6</code> bits, and the last char may have
<code>1~7</code> bits which are unused by encoding, such bits may cause an
extra char to be read, which we must strip off.</p>
+<p>Here is encoding code snippet in java, see <a
href="https://github.com/apache/incubator-fury/blob/93800888595065b2690fec093ab0cbfd6ac7dedc/java/fury-core/src/main/java/org/apache/fury/meta/MetaStringEncoder.java#L235";
target="_blank" rel="noopener
noreferrer"><code>org.apache.fury.meta.MetaStringEncoder#encodeGeneric(char[],
int)</code></a> for more details:</p>
<div class="language-java codeBlockContainer_Ckt0 theme-code-block"
style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div
class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-java
codeBlock_bY9V thin-scrollbar"
style="color:#393A34;background-color:#f6f8fa"><code
class="codeBlockLines_e6Vv"><span class="token-line"
style="color:#393A34"><span class="token keyword"
style="color:#00009f">private</span><span class="token plain"> </span><span
class="token [...]
-<p>Decoding code snippet in golang, see <a
href="https://github.com/apache/incubator-fury/blob/93800888595065b2690fec093ab0cbfd6ac7dedc/go/fury/meta/meta_string_decoder.go#L70";
target="_blank" rel="noopener
noreferrer"><code>go/fury/meta/meta_string_decoder.go:70</code></a> for more
details:</p>
+<p>Here is decoding code snippet in golang, see <a
href="https://github.com/apache/incubator-fury/blob/93800888595065b2690fec093ab0cbfd6ac7dedc/go/fury/meta/meta_string_decoder.go#L70";
target="_blank" rel="noopener
noreferrer"><code>go/fury/meta/meta_string_decoder.go:70</code></a> for more
details:</p>
<div class="language-go codeBlockContainer_Ckt0 theme-code-block"
style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div
class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-go
codeBlock_bY9V thin-scrollbar"
style="color:#393A34;background-color:#f6f8fa"><code
class="codeBlockLines_e6Vv"><span class="token-line"
style="color:#393A34"><span class="token keyword"
style="color:#00009f">func</span><span class="token plain"> </span><span
class="token punctua [...]
<h2 class="anchor anchorWithStickyNavbar_LWe7"
id="select-best-encoding">Select Best Encoding<a href="#select-best-encoding"
class="hash-link" aria-label="Direct link to Select Best Encoding"
title="Direct link to Select Best Encoding"></a></h2>
-<p>For most lower chars, meta string will use <code>5</code> bits to encode
every char. For string containing upper chars, meta string will try to convert
the string into a
-lower representation by inserting some markers, and compare used bytes with
<code>6</code> bits encoding, then select the encoding which has smaller
encoded size.</p>
+<p>For most lowercase characters, meta string will use <code>5</code> bits to
encode every char. For string containing uppercase chars, meta string will try
to convert the string into a lower case representation by inserting some
markers, and compare used bytes with <code>6</code> bits encoding, then select
the encoding which has smaller encoded size.</p>
<p>Here is the common encoding selection strategy:</p>
<table><thead><tr><th>Encoding Flag</th><th>Pattern</th><th>Encoding
Algorithm</th></tr></thead><tbody><tr><td>LOWER_SPECIAL</td><td>every char is
in
<code>a-z._|</code></td><td><code>LOWER_SPECIAL</code></td></tr><tr><td>FIRST_TO_LOWER_SPECIAL</td><td>every
char is in <code>a-z._</code> except first char is upper case</td><td>replace
first upper case char to lower case, then use
<code>LOWER_SPECIAL</code></td></tr><tr><td>ALL_TO_LOWER_SPECIAL</td><td>every
char is in <code>a-zA-Z._</cod [...]
<p>For package name, module name or namespace, <code>LOWER_SPECIAL</code> will
be used mostly. <code>ALL_TO_LOWER_SPECIAL</code> can be used too, since it can
represent the same chars as <code>LOWER_SPECIAL</code> without using more bits,
but also support string with uppercase chars.</p>
<p>For className, <code>FIRST_TO_LOWER_SPECIAL</code> will be used mostly. If
there are multiple uppercase chars, then <code>ALL_TO_LOWER_SPECIAL</code> will
be used instead.
If a string contains digits, then <code>LOWER_UPPER_DIGIT_SPECIAL</code> will
be used.</p>
-<p>Finally, utf8 will be the fallback encoding if the string contains some
chars not in range <code>a-z0-9A-Z</code>.</p>
+<p>Finally, utf8 will be the fallback encoding if the string contains some
chars which is not in range <code>a-z0-9A-Z</code>.</p>
<h2 class="anchor anchorWithStickyNavbar_LWe7"
id="encoding-flags-and-data-jointly">Encoding Flags and Data jointly<a
href="#encoding-flags-and-data-jointly" class="hash-link" aria-label="Direct
link to Encoding Flags and Data jointly" title="Direct link to Encoding Flags
and Data jointly"></a></h2>
<ul>
<li>Depending on the case, one can choose encoding <code>flags + data</code>
jointly, using 3 bits of first byte for flags and other bytes for data. This
can be useful since there are some holes remaining in last byte, adding flags
in data doesn't always increase serialized bytes size.</li>
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