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<!doctype html><html lang=en class=no-js> <head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1"><meta name=description content="JSON for Modern C++ is a header-only C++11 library that makes JSON a first-class data type."><meta name=author content="Niels Lohmann"><link href="https://json.nlohmann.me/features/performance/" rel="canonical"><link href=../object_order/ rel=prev><link href=../parsing/ rel=next><link rel=icon href=../../assets/images/favicon.png><meta name=generator content="mkdocs-1.6.1, mkdocs-material-9.8.0"><title>Performance - JSON for Modern C++</title><link rel=stylesheet href=../../assets/stylesheets/main.57a0d79d.min.css><link rel=stylesheet href=../../assets/stylesheets/palette.fb2fffe2.min.css><link rel=stylesheet href=../../css/custom.css><link rel=stylesheet href=../../css/brand.css><link rel=stylesheet href=../../css/fig-sax.css><link rel=stylesheet href=../../css/fig-jsonview.css><link rel=stylesheet 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<!doctype html><html lang=en class=no-js> <head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1"><meta name=description content="JSON for Modern C++ is a header-only C++11 library that makes JSON a first-class data type."><meta name=author content="Niels Lohmann"><link href="https://json.nlohmann.me/features/performance/" rel="canonical"><link href=../object_order/ rel=prev><link href=../parsing/ rel=next><link rel=icon href=../../assets/images/favicon.png><meta name=generator content="mkdocs-1.6.1, mkdocs-material-9.8.0"><title>Performance - JSON for Modern C++</title><link rel=stylesheet href=../../assets/stylesheets/main.57a0d79d.min.css><link rel=stylesheet href=../../assets/stylesheets/palette.fb2fffe2.min.css><link rel=stylesheet href=../../css/custom.css><link rel=stylesheet href=../../css/brand.css><link rel=stylesheet href=../../css/fig-sax.css><link rel=stylesheet href=../../css/fig-jsonview.css><link rel=stylesheet 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data-md-component=announce> </div> <header class=md-header data-md-component=header> <nav class="md-header__inner md-grid" aria-label=Header> <a href=../.. title="JSON for Modern C++" class="md-header__button md-logo" aria-label="JSON for Modern C++" data-md-component=logo> <img src=../../images/wordmark-header.svg alt=logo> </a> <label class="md-header__button md-icon" for=__drawer> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg> </label> <div class=md-header__title data-md-component=header-title> <div class=md-header__ellipsis> <div class=md-header__topic> <span class=md-ellipsis> JSON for Modern C++ </span> </div> <div class=md-header__topic data-md-component=header-topic> <span class=md-ellipsis> Performance </span> </div> </div> </div> <form class=md-header__option data-md-component=palette> <input class=md-option data-md-color-media="(prefers-color-scheme: light)" data-md-color-scheme=default 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<span class=n>std</span><span class=o>::</span><span class=n>ifstream</span><span class=w> </span><span class=n>f</span><span class=p>(</span><span class=s>"example.json"</span><span class=p>);</span>
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<span class=n>json</span><span class=w> </span><span class=n>j</span><span class=w> </span><span class=o>=</span><span class=w> </span><span class=n>json</span><span class=o>::</span><span class=n>parse</span><span class=p>(</span><span class=n>f</span><span class=p>);</span>
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</code></pre></div> <p>Two macros switch the stream optimizations off without changing any result: <a href=../../api/macros/json_disable_stream_bulk_scan/ ><code>JSON_DISABLE_STREAM_BULK_SCAN</code></a> for stream buffers that do not follow the usual <code class=highlight><span class=n>std</span><span class=o>::</span><span class=n>streambuf</span></code> contract, and <a href=../../api/macros/json_disable_unlocked_file_io/ ><code>JSON_DISABLE_UNLOCKED_FILE_IO</code></a> for programs in which another thread must use the same <code class=highlight><span class=kt>FILE</span></code> object while it is parsed.</p> <p>For contiguous input with many non-<abbr title="American Standard Code for Information Interchange">ASCII</abbr> characters, <a href=../../api/macros/json_use_simdutf/ ><code>JSON_USE_SIMDUTF</code></a> can additionally speed up <abbr title="Unicode Transformation Format">UTF</abbr>-8 validation by using the <a href="https://github.com/simdutf/simdutf">simdutf</a> library instead of the built-in scalar validator; streaming inputs (files, <code class=highlight><span class=n>std</span><span class=o>::</span><span class=n>istream</span></code>, wide strings, user-defined adapters) always use the scalar path regardless of this macro.</p> <h2 id=large-documents>Large documents<a class=headerlink href=#large-documents title="Permanent link">¶</a></h2> <p>Parsing always produces <abbr title="Simple API for XML">SAX</abbr> events internally; <a href=../../api/basic_json/parse/ ><code>parse</code></a> simply feeds them to a consumer that builds a complete <code>basic_json</code> value tree (a <abbr title="Document Object Model">DOM</abbr>) in memory. For documents too large to comfortably hold as a <abbr title="Document Object Model">DOM</abbr>, three alternatives avoid building it:</p> <ul> <li>Implement the <a href=../parsing/sax_interface/ ><abbr title="Simple API for XML">SAX</abbr> interface</a> directly and pass it to <a href=../../api/basic_json/sax_parse/ ><code>sax_parse</code></a>; only the parts of the input you choose to keep ever become <code>basic_json</code> values.</li> <li>Pass a <a href=../parsing/parser_callbacks/ >parser callback</a> to <code>parse</code>. This still builds a <abbr title="Document Object Model">DOM</abbr>, but the callback can discard finished elements as soon as they are handled, so memory usage stays bounded by one element (plus the unparsed remainder of the input) instead of the whole document — see the <a href=../parsing/parser_callbacks/#recipe-streaming-a-large-homogeneous-array>recipe for streaming a large homogeneous array</a>.</li> <li>Parse into a <a href=../json_view/ ><code>json_document</code></a> (<code class=highlight><span class=o><</span><span class=n>nlohmann</span><span class=o>/</span><span class=n>json_view</span><span class=p>.</span><span class=n>hpp</span><span class=o>></span></code>) instead of a <code>basic_json</code>. It keeps the input text and builds a flat index of 16 bytes per value; strings and floating-point numbers are not copied, but read from the text when needed. Read-only <a href=../../api/basic_json_view/ >views</a> give the familiar element access, and only the parts you <a href=../../api/basic_json_view/materialize/ ><code>materialize()</code></a> become <code>basic_json</code> values. A document that borrows the text instead of owning a copy needs the text to outlive it; see <a href=../json_view/#choosing-between-json-ordered_json-the-sax-interface-and-json_view>choosing between <code>json</code>, the <abbr title="Simple API for XML">SAX</abbr> interface, and <code>json_view</code></a>.</li> </ul> <p>If the data is naturally record-oriented, consider <a href=../parsing/json_lines/ ><abbr title="JavaScript Object Notation">JSON</abbr> Lines</a> instead of one large <abbr title="JavaScript Object Notation">JSON</abbr> document: reading and parsing it line by line with <code class=highlight><span class=n>std</span><span class=o>::</span><span class=n>getline</span></code> means only one line's value is ever in memory at a time, and a malformed line does not invalidate lines already processed.</p> <h2 id=binary-formats>Binary formats<a class=headerlink href=#binary-formats title="Permanent link">¶</a></h2> <p><abbr title="JavaScript Object Notation">JSON</abbr> text is not a compact format. If the data is only exchanged between programs (not read by humans), the <a href=../binary_formats/ >binary formats</a> — <abbr title="Binary JData">BJData</abbr>, <abbr title="Binary Object Notation 8">BON8</abbr>, <abbr title="Binary JSON">BSON</abbr>, <abbr title="Concise Binary Object Representation">CBOR</abbr>, MessagePack, and <abbr title="Universal Binary JSON">UBJSON</abbr> — encode the same values more compactly, which reduces both the bytes transferred and, for most of them, the work needed to parse them back. The <a href=../binary_formats/#sizes>size comparison</a> on that page, measured against minified <abbr Line truncated
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<span class=cp>#include</span><span class=w> </span><span class=cpf>"my_type.hpp"</span>
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<span class=n>nlohmann</span><span class=o>::</span><span class=n>json</span><span class=w> </span><span class=nf>my_type::config</span><span class=p>()</span><span class=w> </span><span class=k>const</span><span class=w> </span><span class=p>{</span><span class=w> </span><span class=cm>/* ... */</span><span class=w> </span><span class=p>}</span>
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</code></pre></div> <p>One caveat: <abbr title="Application Binary Interface">ABI</abbr>-affecting macros such as <code>JSON_DIAGNOSTICS</code> and <code>JSON_DIAGNOSTIC_POSITIONS</code> are encoded into the library's <a href=../namespace/#limitations>inline namespace name</a>. Every translation unit — whether it includes <code>json_fwd.hpp</code> or the full header — must define them the same way, or linking fails with undefined references instead of a compile error.</p> <p>If I/O support is not needed at all, <a href=../../api/macros/json_no_io/ ><code>JSON_NO_IO</code></a> excludes <code><cstdio></code>, <code><ios></code>, <code><iosfwd></code>, <code><istream></code>, and <code><ostream></code> outright and drops the <code class=highlight><span class=n>std</span><span class=o>::</span><span class=n>istream</span></code>/<code class=highlight><span class=kt>FILE</span><span class=o>*</span></code> <code>parse</code> overloads and <a href=../../api/operator_ltlt/ ><code>operator<<</code></a> that depend on them (<code>dump()</code> itself is unaffected, since it only returns a string); it exists for environments where those headers are unavailable (such as Intel <abbr title="Software Guard Extensions">SGX</abbr>), and as a side effect those headers are then never processed by the compiler at all.</p> <h2 id=see-also>See also<a class=headerlink href=#see-also title="Permanent link">¶</a></h2> <ul> <li><a href=../../home/design_goals/ >Design goals</a> - why this library does not optimize for speed first</li> <li><a href=../../home/architecture/ >Architecture</a> - how input adapters, the lexer, and the serializer fit together</li> <li><a href=../parsing/ >Parsing</a> - the available parsing functions and inputs</li> <li><a href=../parsing/sax_interface/ ><abbr title="Simple API for XML">SAX</abbr> interface</a> - parse without building a <abbr title="Document Object Model">DOM</abbr></li> <li><a href=../json_view/ >Zero-copy <abbr title="JavaScript Object Notation">JSON</abbr> views</a> - parse into a flat index of the text and read it without building a <abbr title="Document Object Model">DOM</abbr></li> <li><a href=../binary_formats/ >Binary formats</a> - compact alternatives to <abbr title="JavaScript Object Notation">JSON</abbr> text</li> <li><a href=../object_order/ >Object Order</a> - <code>json</code> vs. <code>ordered_json</code> and other <code>ObjectType</code> choices</li> <li><a href=../types/template_parameters/ >Template Parameter Requirements</a> - custom container and allocator types</li> <li><a href=../macros/ >Supported macros</a> - overview of all configuration macros, including the diagnostics ones above</li> <li><a href=../../api/macros/json_no_simd/ ><code>JSON_NO_SIMD</code></a> - disable <abbr title="Single Instruction, Multiple Data">SIMD</abbr> acceleration</li> <li><a href=../../api/macros/json_use_simdutf/ ><code>JSON_USE_SIMDUTF</code></a> - use simdutf for <abbr title="Unicode Transformation Format">UTF</abbr>-8 validation</li> <li><a href=../../api/macros/json_disable_stream_bulk_scan/ ><code>JSON_DISABLE_STREAM_BULK_SCAN</code></a> - disable the stream bulk scan</li> <li><a href=../../api/basic_json/parse/ ><code>parse</code></a> - deserialize from a compatible input</li> <li><a href=../../api/basic_json/sax_parse/ ><code>sax_parse</code></a> - parse with a <abbr title="Simple API for XML">SAX</abbr> interface</li> <li><a href=../../api/json_view/ ><code>json_view</code></a> - a non-owning view of a value in a document</li> </ul> <!-- https://squidfunk.github.io/mkdocs-material/reference/tooltips/#adding-a-glossary --> <aside class=md-source-file> <span class=md-source-file__fact> <span class=md-icon title="Last update"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg> </span> <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date" title="November 4, 2026 16:46:20 UTC">November 4, 2026</span> </span> </aside> </article> </div> <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script> <script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script> </div> <button type=button class="md-top md-icon" data-md-component=top hidden> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><pathLine truncated
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</code></pre></div> <p>One caveat: <abbr title="Application Binary Interface">ABI</abbr>-affecting macros such as <code>JSON_DIAGNOSTICS</code> and <code>JSON_DIAGNOSTIC_POSITIONS</code> are encoded into the library's <a href=../namespace/#limitations>inline namespace name</a>. Every translation unit — whether it includes <code>json_fwd.hpp</code> or the full header — must define them the same way, or linking fails with undefined references instead of a compile error.</p> <p>If I/O support is not needed at all, <a href=../../api/macros/json_no_io/ ><code>JSON_NO_IO</code></a> excludes <code><cstdio></code>, <code><ios></code>, <code><iosfwd></code>, <code><istream></code>, and <code><ostream></code> outright and drops the <code class=highlight><span class=n>std</span><span class=o>::</span><span class=n>istream</span></code>/<code class=highlight><span class=kt>FILE</span><span class=o>*</span></code> <code>parse</code> overloads and <a href=../../api/operator_ltlt/ ><code>operator<<</code></a> that depend on them (<code>dump()</code> itself is unaffected, since it only returns a string); it exists for environments where those headers are unavailable (such as Intel <abbr title="Software Guard Extensions">SGX</abbr>), and as a side effect those headers are then never processed by the compiler at all.</p> <h2 id=see-also>See also<a class=headerlink href=#see-also title="Permanent link">¶</a></h2> <ul> <li><a href=../../home/design_goals/ >Design goals</a> - why this library does not optimize for speed first</li> <li><a href=../../home/architecture/ >Architecture</a> - how input adapters, the lexer, and the serializer fit together</li> <li><a href=../parsing/ >Parsing</a> - the available parsing functions and inputs</li> <li><a href=../parsing/sax_interface/ ><abbr title="Simple API for XML">SAX</abbr> interface</a> - parse without building a <abbr title="Document Object Model">DOM</abbr></li> <li><a href=../json_view/ >Zero-copy <abbr title="JavaScript Object Notation">JSON</abbr> views</a> - parse into a flat index of the text and read it without building a <abbr title="Document Object Model">DOM</abbr></li> <li><a href=../binary_formats/ >Binary formats</a> - compact alternatives to <abbr title="JavaScript Object Notation">JSON</abbr> text</li> <li><a href=../object_order/ >Object Order</a> - <code>json</code> vs. <code>ordered_json</code> and other <code>ObjectType</code> choices</li> <li><a href=../types/template_parameters/ >Template Parameter Requirements</a> - custom container and allocator types</li> <li><a href=../macros/ >Supported macros</a> - overview of all configuration macros, including the diagnostics ones above</li> <li><a href=../../api/macros/json_no_simd/ ><code>JSON_NO_SIMD</code></a> - disable <abbr title="Single Instruction, Multiple Data">SIMD</abbr> acceleration</li> <li><a href=../../api/macros/json_use_simdutf/ ><code>JSON_USE_SIMDUTF</code></a> - use simdutf for <abbr title="Unicode Transformation Format">UTF</abbr>-8 validation</li> <li><a href=../../api/macros/json_disable_stream_bulk_scan/ ><code>JSON_DISABLE_STREAM_BULK_SCAN</code></a> - disable the stream bulk scan</li> <li><a href=../../api/basic_json/parse/ ><code>parse</code></a> - deserialize from a compatible input</li> <li><a href=../../api/basic_json/sax_parse/ ><code>sax_parse</code></a> - parse with a <abbr title="Simple API for XML">SAX</abbr> interface</li> <li><a href=../../api/json_view/ ><code>json_view</code></a> - a non-owning view of a value in a document</li> </ul> <!-- https://squidfunk.github.io/mkdocs-material/reference/tooltips/#adding-a-glossary --> <aside class=md-source-file> <span class=md-source-file__fact> <span class=md-icon title="Last update"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg> </span> <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date" title="November 7, 2026 09:11:09 UTC">November 7, 2026</span> </span> </aside> </article> </div> <script>var tabs=__md_get("__tabs");if(Array.isArray(tabs))e:for(var set of document.querySelectorAll(".tabbed-set")){var labels=set.querySelector(".tabbed-labels");for(var tab of tabs)for(var label of labels.getElementsByTagName("label"))if(label.innerText.trim()===tab){var input=document.getElementById(label.htmlFor);input.checked=!0;continue e}}</script> <script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script> </div> <button type=button class="md-top md-icon" data-md-component=top hidden> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><pathLine truncated
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@@ -13,7 +13,7 @@ For inputs backed by contiguous, single-byte memory — a `std::string`, a `std:
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- it can reconstruct already-consumed input on demand for error messages, instead of copying every character as it is read, and
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- the lexer can scan ordinary string characters, numbers, and indentation directly out of the buffer, several bytes at a time, rather than one character (and one function call) at a time.
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A `std::istream` (including `std::ifstream`) gets the same bulk scanning: `input_stream_adapter` scans the characters its stream buffer already holds (the *get area*) and asks the stream buffer for more only when they are used up. Nothing is read ahead, so the stream is left exactly where it would be after reading one character at a time, and [`operator>>`](https://json.nlohmann.me/api/operator_gtgt/index.md) can still read several values from one stream. A stream buffer without a get area is read one character at a time. A `FILE*` is still read one character at a time, but `file_input_adapter` locks the file once per parse instead of once per character. See [input sources and performance](https://json.nlohmann.me/features/parsing/#input-sources-and-performance) for the full table. According to the description of [#5828](https://github.com/nlohmann/json/pull/5828), parsing from a stream is within about 10 to 20 % of parsing an equivalent `std::string`.
|
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A `std::istream` (including `std::ifstream`) gets the same bulk scanning: `input_stream_adapter` scans the characters its stream buffer already holds (the *get area*) and asks the stream buffer for more only when they are used up. Nothing is read ahead, so the stream is left exactly where it would be after reading one character at a time, and [`operator>>`](https://json.nlohmann.me/api/operator_gtgt/index.md) can still read several values from one stream. A stream buffer without a get area is read one character at a time. A `FILE*` is locked once per parse instead of once per character, and with glibc and the Apple C library, the characters in its buffer are scanned in bulk as a stream's get area is. See [input sources and performance](https://json.nlohmann.me/features/parsing/#input-sources-and-performance) for the full table. According to the description of [#5828](https://github.com/nlohmann/json/pull/5828), parsing from a stream is within about 10 to 20 % of parsing an equivalent `std::string`.
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Inputs that are still read one character at a time: iterator ranges that are not contiguous (e.g. `std::list<char>` or `std::istreambuf_iterator<char>`), wide strings, and user-defined adapters. An iterator pair over non-contiguous but random-access storage (e.g. `std::deque<char>::iterator`) gets the first optimization but not the second, since the byte-scanning fast path requires contiguous storage.
|
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Reference in new issue
Block a user