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<!DOCTYPE html> <html lang="en" data-content_root="../"> <head> <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" /> <meta property="og:title" content="secrets — Generate secure random numbers for managing secrets" /> <meta property="og:type" content="website" /> <meta property="og:url" content="https://docs.python.org/3/library/secrets.html" /> <meta property="og:site_name" content="Python documentation" /> <meta property="og:description" content="Source code: Lib/secrets.py The secrets module is used for generating cryptographically strong random numbers suitable for managing data such as passwords, account authentication, security tokens, ..." /> <meta property="og:image" content="https://docs.python.org/3/_static/og-image.png" /> <meta property="og:image:alt" content="Python documentation" /> <meta name="description" content="Source code: Lib/secrets.py The secrets module is used for generating cryptographically strong random numbers suitable for managing data such as passwords, account authentication, security tokens, ..." /> <meta property="og:image:width" content="200" /> <meta property="og:image:height" content="200" /> <meta name="theme-color" content="#3776ab" /> <title>secrets — Generate secure random numbers for managing secrets — Python 3.12.3 documentation</title><meta name="viewport" content="width=device-width, initial-scale=1.0"> <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=80d5e7a1" /> <link rel="stylesheet" type="text/css" href="../_static/pydoctheme.css?v=bb723527" /> <link id="pygments_dark_css" media="(prefers-color-scheme: dark)" rel="stylesheet" type="text/css" href="../_static/pygments_dark.css?v=b20cc3f5" /> <script src="../_static/documentation_options.js?v=2c828074"></script> <script src="../_static/doctools.js?v=888ff710"></script> <script src="../_static/sphinx_highlight.js?v=dc90522c"></script> <script src="../_static/sidebar.js"></script> <link rel="search" type="application/opensearchdescription+xml" title="Search within Python 3.12.3 documentation" href="../_static/opensearch.xml"/> <link rel="author" title="About these documents" href="../about.html" /> <link rel="index" title="Index" href="../genindex.html" /> <link rel="search" title="Search" href="../search.html" /> <link rel="copyright" title="Copyright" href="../copyright.html" /> <link rel="next" title="Generic Operating System Services" href="allos.html" /> <link rel="prev" title="hmac — Keyed-Hashing for Message Authentication" href="hmac.html" /> <link rel="canonical" href="https://docs.python.org/3/library/secrets.html" /> <style> @media only screen { table.full-width-table { width: 100%; 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margin-top: -1px"/></li> <li><a href="https://www.python.org/">Python</a> »</li> <li class="switchers"> <div class="language_switcher_placeholder"></div> <div class="version_switcher_placeholder"></div> </li> <li> </li> <li id="cpython-language-and-version"> <a href="../index.html">3.12.3 Documentation</a> » </li> <li class="nav-item nav-item-1"><a href="index.html" >The Python Standard Library</a> »</li> <li class="nav-item nav-item-2"><a href="crypto.html" accesskey="U">Cryptographic Services</a> »</li> <li class="nav-item nav-item-this"><a href=""><code class="xref py py-mod docutils literal notranslate"><span class="pre">secrets</span></code> — Generate secure random numbers for managing secrets</a></li> <li class="right"> <div class="inline-search" role="search"> <form class="inline-search" action="../search.html" method="get"> <input placeholder="Quick search" aria-label="Quick search" type="search" name="q" id="search-box" /> <input type="submit" value="Go" /> </form> </div> | </li> <li class="right"> <label class="theme-selector-label"> Theme <select class="theme-selector" oninput="activateTheme(this.value)"> <option value="auto" selected>Auto</option> <option value="light">Light</option> <option value="dark">Dark</option> </select> </label> |</li> </ul> </div> <div class="document"> <div class="documentwrapper"> <div class="bodywrapper"> <div class="body" role="main"> <section id="module-secrets"> <span id="secrets-generate-secure-random-numbers-for-managing-secrets"></span><h1><a class="reference internal" href="#module-secrets" title="secrets: Generate secure random numbers for managing secrets."><code class="xref py py-mod docutils literal notranslate"><span class="pre">secrets</span></code></a> — Generate secure random numbers for managing secrets<a class="headerlink" href="#module-secrets" title="Link to this heading">¶</a></h1> <div class="versionadded"> <p><span class="versionmodified added">New in version 3.6.</span></p> </div> <p><strong>Source code:</strong> <a class="reference external" href="https://github.com/python/cpython/tree/3.12/Lib/secrets.py">Lib/secrets.py</a></p> <hr class="docutils" /> <p>The <a class="reference internal" href="#module-secrets" title="secrets: Generate secure random numbers for managing secrets."><code class="xref py py-mod docutils literal notranslate"><span class="pre">secrets</span></code></a> module is used for generating cryptographically strong random numbers suitable for managing data such as passwords, account authentication, security tokens, and related secrets.</p> <p>In particular, <a class="reference internal" href="#module-secrets" title="secrets: Generate secure random numbers for managing secrets."><code class="xref py py-mod docutils literal notranslate"><span class="pre">secrets</span></code></a> should be used in preference to the default pseudo-random number generator in the <a class="reference internal" href="random.html#module-random" title="random: Generate pseudo-random numbers with various common distributions."><code class="xref py py-mod docutils literal notranslate"><span class="pre">random</span></code></a> module, which is designed for modelling and simulation, not security or cryptography.</p> <div class="admonition seealso"> <p class="admonition-title">See also</p> <p><span class="target" id="index-0"></span><a class="pep reference external" href="https://peps.python.org/pep-0506/"><strong>PEP 506</strong></a></p> </div> <section id="random-numbers"> <h2>Random numbers<a class="headerlink" href="#random-numbers" title="Link to this heading">¶</a></h2> <p>The <a class="reference internal" href="#module-secrets" title="secrets: Generate secure random numbers for managing secrets."><code class="xref py py-mod docutils literal notranslate"><span class="pre">secrets</span></code></a> module provides access to the most secure source of randomness that your operating system provides.</p> <dl class="py class"> <dt class="sig sig-object py" id="secrets.SystemRandom"> <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">secrets.</span></span><span class="sig-name descname"><span class="pre">SystemRandom</span></span><a class="headerlink" href="#secrets.SystemRandom" title="Link to this definition">¶</a></dt> <dd><p>A class for generating random numbers using the highest-quality sources provided by the operating system. See <a class="reference internal" href="random.html#random.SystemRandom" title="random.SystemRandom"><code class="xref py py-class docutils literal notranslate"><span class="pre">random.SystemRandom</span></code></a> for additional details.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="secrets.choice"> <span class="sig-prename descclassname"><span class="pre">secrets.</span></span><span class="sig-name descname"><span class="pre">choice</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sequence</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#secrets.choice" title="Link to this definition">¶</a></dt> <dd><p>Return a randomly chosen element from a non-empty sequence.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="secrets.randbelow"> <span class="sig-prename descclassname"><span class="pre">secrets.</span></span><span class="sig-name descname"><span class="pre">randbelow</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">n</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#secrets.randbelow" title="Link to this definition">¶</a></dt> <dd><p>Return a random int in the range [0, <em>n</em>).</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="secrets.randbits"> <span class="sig-prename descclassname"><span class="pre">secrets.</span></span><span class="sig-name descname"><span class="pre">randbits</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">k</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#secrets.randbits" title="Link to this definition">¶</a></dt> <dd><p>Return an int with <em>k</em> random bits.</p> </dd></dl> </section> <section id="generating-tokens"> <h2>Generating tokens<a class="headerlink" href="#generating-tokens" title="Link to this heading">¶</a></h2> <p>The <a class="reference internal" href="#module-secrets" title="secrets: Generate secure random numbers for managing secrets."><code class="xref py py-mod docutils literal notranslate"><span class="pre">secrets</span></code></a> module provides functions for generating secure tokens, suitable for applications such as password resets, hard-to-guess URLs, and similar.</p> <dl class="py function"> <dt class="sig sig-object py" id="secrets.token_bytes"> <span class="sig-prename descclassname"><span class="pre">secrets.</span></span><span class="sig-name descname"><span class="pre">token_bytes</span></span><span class="sig-paren">(</span><span class="optional">[</span><em class="sig-param"><span class="n"><span class="pre">nbytes=None</span></span></em><span class="optional">]</span><span class="sig-paren">)</span><a class="headerlink" href="#secrets.token_bytes" title="Link to this definition">¶</a></dt> <dd><p>Return a random byte string containing <em>nbytes</em> number of bytes. If <em>nbytes</em> is <code class="docutils literal notranslate"><span class="pre">None</span></code> or not supplied, a reasonable default is used.</p> <div class="highlight-pycon notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">token_bytes</span><span class="p">(</span><span class="mi">16</span><span class="p">)</span> <span class="go">b'\xebr\x17D*t\xae\xd4\xe3S\xb6\xe2\xebP1\x8b'</span> </pre></div> </div> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="secrets.token_hex"> <span class="sig-prename descclassname"><span class="pre">secrets.</span></span><span class="sig-name descname"><span class="pre">token_hex</span></span><span class="sig-paren">(</span><span class="optional">[</span><em class="sig-param"><span class="n"><span class="pre">nbytes=None</span></span></em><span class="optional">]</span><span class="sig-paren">)</span><a class="headerlink" href="#secrets.token_hex" title="Link to this definition">¶</a></dt> <dd><p>Return a random text string, in hexadecimal. The string has <em>nbytes</em> random bytes, each byte converted to two hex digits. If <em>nbytes</em> is <code class="docutils literal notranslate"><span class="pre">None</span></code> or not supplied, a reasonable default is used.</p> <div class="highlight-pycon notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">token_hex</span><span class="p">(</span><span class="mi">16</span><span class="p">)</span> <span class="go">'f9bf78b9a18ce6d46a0cd2b0b86df9da'</span> </pre></div> </div> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="secrets.token_urlsafe"> <span class="sig-prename descclassname"><span class="pre">secrets.</span></span><span class="sig-name descname"><span class="pre">token_urlsafe</span></span><span class="sig-paren">(</span><span class="optional">[</span><em class="sig-param"><span class="n"><span class="pre">nbytes=None</span></span></em><span class="optional">]</span><span class="sig-paren">)</span><a class="headerlink" href="#secrets.token_urlsafe" title="Link to this definition">¶</a></dt> <dd><p>Return a random URL-safe text string, containing <em>nbytes</em> random bytes. The text is Base64 encoded, so on average each byte results in approximately 1.3 characters. If <em>nbytes</em> is <code class="docutils literal notranslate"><span class="pre">None</span></code> or not supplied, a reasonable default is used.</p> <div class="highlight-pycon notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">token_urlsafe</span><span class="p">(</span><span class="mi">16</span><span class="p">)</span> <span class="go">'Drmhze6EPcv0fN_81Bj-nA'</span> </pre></div> </div> </dd></dl> <section id="how-many-bytes-should-tokens-use"> <h3>How many bytes should tokens use?<a class="headerlink" href="#how-many-bytes-should-tokens-use" title="Link to this heading">¶</a></h3> <p>To be secure against <a class="reference external" href="https://en.wikipedia.org/wiki/Brute-force_attack">brute-force attacks</a>, tokens need to have sufficient randomness. Unfortunately, what is considered sufficient will necessarily increase as computers get more powerful and able to make more guesses in a shorter period. As of 2015, it is believed that 32 bytes (256 bits) of randomness is sufficient for the typical use-case expected for the <a class="reference internal" href="#module-secrets" title="secrets: Generate secure random numbers for managing secrets."><code class="xref py py-mod docutils literal notranslate"><span class="pre">secrets</span></code></a> module.</p> <p>For those who want to manage their own token length, you can explicitly specify how much randomness is used for tokens by giving an <a class="reference internal" href="functions.html#int" title="int"><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code></a> argument to the various <code class="docutils literal notranslate"><span class="pre">token_*</span></code> functions. That argument is taken as the number of bytes of randomness to use.</p> <p>Otherwise, if no argument is provided, or if the argument is <code class="docutils literal notranslate"><span class="pre">None</span></code>, the <code class="docutils literal notranslate"><span class="pre">token_*</span></code> functions will use a reasonable default instead.</p> <div class="admonition note"> <p class="admonition-title">Note</p> <p>That default is subject to change at any time, including during maintenance releases.</p> </div> </section> </section> <section id="other-functions"> <h2>Other functions<a class="headerlink" href="#other-functions" title="Link to this heading">¶</a></h2> <dl class="py function"> <dt class="sig sig-object py" id="secrets.compare_digest"> <span class="sig-prename descclassname"><span class="pre">secrets.</span></span><span class="sig-name descname"><span class="pre">compare_digest</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">a</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">b</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#secrets.compare_digest" title="Link to this definition">¶</a></dt> <dd><p>Return <code class="docutils literal notranslate"><span class="pre">True</span></code> if strings or <a class="reference internal" href="../glossary.html#term-bytes-like-object"><span class="xref std std-term">bytes-like objects</span></a> <em>a</em> and <em>b</em> are equal, otherwise <code class="docutils literal notranslate"><span class="pre">False</span></code>, using a “constant-time compare” to reduce the risk of <a class="reference external" href="https://codahale.com/a-lesson-in-timing-attacks/">timing attacks</a>. See <a class="reference internal" href="hmac.html#hmac.compare_digest" title="hmac.compare_digest"><code class="xref py py-func docutils literal notranslate"><span class="pre">hmac.compare_digest()</span></code></a> for additional details.</p> </dd></dl> </section> <section id="recipes-and-best-practices"> <h2>Recipes and best practices<a class="headerlink" href="#recipes-and-best-practices" title="Link to this heading">¶</a></h2> <p>This section shows recipes and best practices for using <a class="reference internal" href="#module-secrets" title="secrets: Generate secure random numbers for managing secrets."><code class="xref py py-mod docutils literal notranslate"><span class="pre">secrets</span></code></a> to manage a basic level of security.</p> <p>Generate an eight-character alphanumeric password:</p> <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">string</span> <span class="kn">import</span> <span class="nn">secrets</span> <span class="n">alphabet</span> <span class="o">=</span> <span class="n">string</span><span class="o">.</span><span class="n">ascii_letters</span> <span class="o">+</span> <span class="n">string</span><span class="o">.</span><span class="n">digits</span> <span class="n">password</span> <span class="o">=</span> <span class="s1">''</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">secrets</span><span class="o">.</span><span class="n">choice</span><span class="p">(</span><span class="n">alphabet</span><span class="p">)</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">8</span><span class="p">))</span> </pre></div> </div> <div class="admonition note"> <p class="admonition-title">Note</p> <p>Applications should not <a class="reference external" href="https://cwe.mitre.org/data/definitions/257.html">store passwords in a recoverable format</a>, whether plain text or encrypted. They should be salted and hashed using a cryptographically strong one-way (irreversible) hash function.</p> </div> <p>Generate a ten-character alphanumeric password with at least one lowercase character, at least one uppercase character, and at least three digits:</p> <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">string</span> <span class="kn">import</span> <span class="nn">secrets</span> <span class="n">alphabet</span> <span class="o">=</span> <span class="n">string</span><span class="o">.</span><span class="n">ascii_letters</span> <span class="o">+</span> <span class="n">string</span><span class="o">.</span><span class="n">digits</span> <span class="k">while</span> <span class="kc">True</span><span class="p">:</span> <span class="n">password</span> <span class="o">=</span> <span class="s1">''</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">secrets</span><span class="o">.</span><span class="n">choice</span><span class="p">(</span><span class="n">alphabet</span><span class="p">)</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">10</span><span class="p">))</span> <span class="k">if</span> <span class="p">(</span><span class="nb">any</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">islower</span><span class="p">()</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">password</span><span class="p">)</span> <span class="ow">and</span> <span class="nb">any</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">isupper</span><span class="p">()</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">password</span><span class="p">)</span> <span class="ow">and</span> <span class="nb">sum</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">isdigit</span><span class="p">()</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">password</span><span class="p">)</span> <span class="o">>=</span> <span class="mi">3</span><span class="p">):</span> <span class="k">break</span> </pre></div> </div> <p>Generate an <a class="reference external" href="https://xkcd.com/936/">XKCD-style passphrase</a>:</p> <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">secrets</span> <span class="c1"># On standard Linux systems, use a convenient dictionary file.</span> <span class="c1"># Other platforms may need to provide their own word-list.</span> <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="s1">'/usr/share/dict/words'</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span> <span class="n">words</span> <span class="o">=</span> <span class="p">[</span><span class="n">word</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span> <span class="k">for</span> <span class="n">word</span> <span class="ow">in</span> <span class="n">f</span><span class="p">]</span> <span class="n">password</span> <span class="o">=</span> <span class="s1">' '</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">secrets</span><span class="o">.</span><span class="n">choice</span><span class="p">(</span><span class="n">words</span><span class="p">)</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">4</span><span class="p">))</span> </pre></div> </div> <p>Generate a hard-to-guess temporary URL containing a security token suitable for password recovery applications:</p> <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">secrets</span> <span class="n">url</span> <span class="o">=</span> <span class="s1">'https://example.com/reset='</span> <span class="o">+</span> <span class="n">secrets</span><span class="o">.</span><span class="n">token_urlsafe</span><span class="p">()</span> </pre></div> </div> </section> </section> <div class="clearer"></div> </div> </div> </div> <div class="sphinxsidebar" role="navigation" aria-label="main navigation"> <div class="sphinxsidebarwrapper"> <div> <h3><a href="../contents.html">Table of Contents</a></h3> <ul> <li><a class="reference internal" href="#"><code class="xref py py-mod docutils literal notranslate"><span class="pre">secrets</span></code> — Generate secure random numbers for managing secrets</a><ul> <li><a class="reference internal" href="#random-numbers">Random numbers</a></li> <li><a class="reference internal" href="#generating-tokens">Generating tokens</a><ul> <li><a class="reference internal" href="#how-many-bytes-should-tokens-use">How many bytes should tokens use?</a></li> </ul> </li> <li><a class="reference internal" href="#other-functions">Other functions</a></li> <li><a class="reference internal" href="#recipes-and-best-practices">Recipes and best practices</a></li> </ul> </li> </ul> </div> <div> <h4>Previous topic</h4> <p class="topless"><a href="hmac.html" title="previous chapter"><code class="xref py py-mod docutils literal notranslate"><span class="pre">hmac</span></code> — Keyed-Hashing for Message Authentication</a></p> </div> <div> <h4>Next topic</h4> <p class="topless"><a href="allos.html" title="next chapter">Generic Operating System Services</a></p> </div> <div role="note" aria-label="source link"> <h3>This Page</h3> <ul class="this-page-menu"> <li><a href="../bugs.html">Report a Bug</a></li> <li> <a 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