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contents","Copyright","Pending removal in Python 3.14","Pending removal in Python 3.15","Pending removal in Python 3.16","Pending removal in Python 3.18","Pending removal in Python 3.19","Pending removal in Python 3.20","Pending removal in future versions","Deprecations","Pending removal in Python 3.13","Pending removal in Python 3.14","Pending removal in Python 3.15","Pending removal in Python 3.16","Pending removal in Python 3.17","Pending removal in Python 3.18","Pending removal in Python 3.19","Pending removal in Python 3.20","Pending removal in future versions","Soft deprecations","Distributing Python Modules","Building C and C++ Extensions","Embedding Python in Another Application","Using the C API: Assorted topics","Your first C API extension module","Extending and Embedding the Python Interpreter","Defining Extension Types: Assorted Topics","Defining Extension Types: Tutorial","Building C and C++ Extensions on Windows","Design and History FAQ","Extending/Embedding FAQ","General Python FAQ","Graphic User Interface FAQ","Python Frequently Asked Questions","\u201cWhy is Python Installed on my Computer?\u201d FAQ","Library and Extension FAQ","Programming FAQ","Python on Windows FAQ","Glossary","A conceptual overview of <code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">asyncio</span></code>","Migrating to Stable ABI for free threading (<code class=\"docutils literal notranslate\"><span class=\"pre\">abi3t</span></code>)","Annotations Best Practices","Argparse Tutorial","Migrating <code class=\"docutils literal notranslate\"><span class=\"pre\">optparse</span></code> code to <code class=\"docutils literal notranslate\"><span class=\"pre\">argparse</span></code>","Argument Clinic How-To","Porting Extension Modules to Python 3","Curses Programming with Python","Descriptor Guide","Enum HOWTO","C API Extension Support for Free Threading","Python support for free threading","Functional Programming HOWTO","Debugging C API extensions and CPython Internals with GDB","Python HOWTOs","Instrumenting CPython with DTrace and SystemTap","An introduction to the ipaddress module","Isolating Extension Modules","Logging HOWTO","Logging Cookbook","The Python 2.3 Method Resolution Order","Python support for the <code class=\"docutils literal notranslate\"><span class=\"pre\">perf</span> <span class=\"pre\">map</span></code> compatible profilers","How to port Python 2 Code to Python 3","Regular expression HOWTO","Remote debugging attachment protocol","Socket Programming HOWTO","Sorting Techniques","timer file descriptor HOWTO","Unicode HOWTO","HOWTO Fetch Internet Resources Using The urllib Package","Improve a documentation page","Improve a documentation page","Installing Python modules","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">__future__</span></code> \u2014 Future statement definitions","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">__main__</span></code> \u2014 Top-level code environment","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">_thread</span></code> \u2014 Low-level threading API","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">abc</span></code> \u2014 Abstract Base Classes","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">aifc</span></code> \u2014 Read and write AIFF and AIFC files","Generic Operating System Services","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">annotationlib</span></code> \u2014 Functionality for introspecting annotations","Data Compression and Archiving","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">argparse</span></code> \u2014 Parser for command-line options, arguments and subcommands","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">array</span></code> \u2014 Efficient arrays of numeric values","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">ast</span></code> \u2014 Abstract syntax trees","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">asynchat</span></code> \u2014 Asynchronous socket command/response handler","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">asyncio</span></code> \u2014 Asynchronous I/O","High-level API Index","Developing with asyncio","Event loop","Exceptions","Extending","Futures","Call graph introspection","Low-level API Index","Platform Support","Policies","Transports and Protocols","Queues","Runners","Streams","Subprocesses","Synchronization Primitives","Coroutines and tasks","asyncio and free-threaded Python","Command-line introspection tools","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">asyncore</span></code> \u2014 Asynchronous socket handler","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">atexit</span></code> \u2014 Exit handlers","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">audioop</span></code> \u2014 Manipulate raw audio data","Audit events table","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">base64</span></code> \u2014 Base16, Base32, Base64, Base85 Data Encodings","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">bdb</span></code> \u2014 Debugger framework","Binary Data Services","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">binascii</span></code> \u2014 Convert between binary and ASCII","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">bisect</span></code> \u2014 Array bisection algorithm","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">builtins</span></code> \u2014 Built-in objects","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">bz2</span></code> \u2014 Support for <strong class=\"program\">bzip2</strong> compression","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">calendar</span></code> \u2014 General calendar-related functions","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">cgi</span></code> \u2014 Common Gateway Interface support","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">cgitb</span></code> \u2014 Traceback manager for CGI scripts","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">chunk</span></code> \u2014 Read IFF chunked data","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">cmath</span></code> \u2014 Mathematical functions for complex numbers","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">cmd</span></code> \u2014 Support for line-oriented command interpreters","Modules command-line interface (CLI)","Command-line interface libraries","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">code</span></code> \u2014 Interpreter base classes","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">codecs</span></code> \u2014 Codec registry and base classes","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">codeop</span></code> \u2014 Compile Python code","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">collections</span></code> \u2014 Container datatypes","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">collections.abc</span></code> \u2014 Abstract Base Classes for Containers","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">colorsys</span></code> \u2014 Conversions between color systems","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">compileall</span></code> \u2014 Byte-compile Python libraries","The <code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">compression</span></code> package","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">compression.zstd</span></code> \u2014 Compression compatible with the Zstandard format","Concurrent Execution","The <code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">concurrent</span></code> package","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">concurrent.futures</span></code> \u2014 Launching parallel tasks","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">concurrent.interpreters</span></code> \u2014 Multiple interpreters in the same process","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">configparser</span></code> \u2014 Configuration file parser","Built-in Constants","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">contextlib</span></code> \u2014 Utilities for <code class=\"xref std std-keyword docutils literal notranslate\"><span class=\"pre\">with</span></code>-statement contexts","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">contextvars</span></code> \u2014 Context Variables","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">copy</span></code> \u2014 Shallow and deep copy operations","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">copyreg</span></code> \u2014 Register <code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">pickle</span></code> support functions","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">crypt</span></code> \u2014 Function to check Unix passwords","Cryptographic Services","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">csv</span></code> \u2014 CSV File Reading and Writing","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">ctypes</span></code> \u2014 A foreign function library for Python","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">curses</span></code> \u2014 Terminal handling for character-cell displays","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">curses.ascii</span></code> \u2014 Utilities for ASCII characters","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">curses.panel</span></code> \u2014 A panel stack extension for curses","Custom Python Interpreters","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">dataclasses</span></code> \u2014 Data Classes","Data Types","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">datetime</span></code> \u2014 Basic date and time types","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">dbm</span></code> \u2014 Interfaces to Unix \u201cdatabases\u201d","Debugging and profiling","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">decimal</span></code> \u2014 Decimal fixed-point and floating-point arithmetic","Development Tools","Python Development Mode","Tkinter dialogs","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">difflib</span></code> \u2014 Helpers for computing deltas","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">dis</span></code> \u2014 Disassembler for Python bytecode","Software Packaging and Distribution","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">distutils</span></code> \u2014 Building and installing Python modules","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">doctest</span></code> \u2014 Test interactive Python examples","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">email</span></code> \u2014 An email and MIME handling package","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">email.charset</span></code>: Representing character sets","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">email.message.Message</span></code>: Representing an email message using the <code class=\"xref py py-data docutils literal notranslate\"><span class=\"pre\">compat32</span></code> API","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">email.contentmanager</span></code>: Managing MIME Content","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">email.encoders</span></code>: Encoders","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">email.errors</span></code>: Exception and Defect classes","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">email</span></code>: Examples","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">email.generator</span></code>: Generating MIME documents","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">email.header</span></code>: Internationalized headers","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">email.headerregistry</span></code>: Custom Header Objects","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">email.iterators</span></code>: Iterators","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">email.message</span></code>: Representing an email message","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">email.mime</span></code>: Creating email and MIME objects from scratch","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">email.parser</span></code>: Parsing email messages","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">email.policy</span></code>: Policy Objects","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">email.utils</span></code>: Miscellaneous utilities","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">ensurepip</span></code> \u2014 Bootstrapping the <code class=\"docutils literal notranslate\"><span class=\"pre\">pip</span></code> installer","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">enum</span></code> \u2014 Support for enumerations","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">errno</span></code> \u2014 Standard errno system symbols","Built-in Exceptions","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">faulthandler</span></code> \u2014 Dump the Python traceback","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">fcntl</span></code> \u2014 The <code class=\"docutils literal notranslate\"><span class=\"pre\">fcntl</span></code> and <code class=\"docutils literal notranslate\"><span class=\"pre\">ioctl</span></code> system calls","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">filecmp</span></code> \u2014 File and Directory Comparisons","File Formats","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">fileinput</span></code> \u2014 Iterate over lines from multiple input streams","File and Directory Access","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">fnmatch</span></code> \u2014 Unix filename pattern matching","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">fractions</span></code> \u2014 Rational numbers","Program frameworks","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">ftplib</span></code> \u2014 FTP protocol client","Functional Programming Modules","Built-in Functions","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">functools</span></code> \u2014 Higher-order functions and operations on callable objects","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">gc</span></code> \u2014 Garbage Collector interface","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">getopt</span></code> \u2014 C-style parser for command line options","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">getpass</span></code> \u2014 Portable password input","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">gettext</span></code> \u2014 Multilingual internationalization services","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">glob</span></code> \u2014 Unix style pathname pattern expansion","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">graphlib</span></code> \u2014 Functionality to operate with graph-like structures","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">grp</span></code> \u2014 The group database","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">gzip</span></code> \u2014 Support for <strong class=\"program\">gzip</strong> files","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">hashlib</span></code> \u2014 Secure hashes and message digests","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">heapq</span></code> \u2014 Heap queue algorithm","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">hmac</span></code> \u2014 Keyed-Hashing for Message Authentication","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">html</span></code> \u2014 HyperText Markup Language support","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">html.entities</span></code> \u2014 Definitions of HTML general entities","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">html.parser</span></code> \u2014 Simple HTML and XHTML parser","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">http</span></code> \u2014 HTTP modules","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">http.client</span></code> \u2014 HTTP protocol client","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">http.cookiejar</span></code> \u2014 Cookie handling for HTTP clients","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">http.cookies</span></code> \u2014 HTTP state management","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">http.server</span></code> \u2014 HTTP servers","Internationalization","IDLE \u2014 Python editor and shell","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">imaplib</span></code> \u2014 IMAP4 protocol client","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">imghdr</span></code> \u2014 Determine the type of an image","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">imp</span></code> \u2014 Access the import internals","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">importlib</span></code> \u2014 The implementation of <code class=\"xref std std-keyword docutils literal notranslate\"><span class=\"pre\">import</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">importlib.metadata</span></code> \u2013 Accessing package metadata","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">importlib.resources</span></code> \u2013 Package resource reading, opening and access","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">importlib.resources.abc</span></code> \u2013 Abstract base classes for resources","The Python Standard Library","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">inspect</span></code> \u2014 Inspect live objects","Internet Protocols and Support","Introduction","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">io</span></code> \u2014 Core tools for working with streams","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">ipaddress</span></code> \u2014 IPv4/IPv6 manipulation library","Networking and Interprocess Communication","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">itertools</span></code> \u2014 Functions creating iterators for efficient looping","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">json</span></code> \u2014 JSON encoder and decoder","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">keyword</span></code> \u2014 Testing for Python keywords","Python Language Services","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">linecache</span></code> \u2014 Random access to text lines","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">locale</span></code> \u2014 Internationalization services","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">logging</span></code> \u2014 Logging facility for Python","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">logging.config</span></code> \u2014 Logging configuration","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">logging.handlers</span></code> \u2014 Logging handlers","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">lzma</span></code> \u2014 Compression using the LZMA algorithm","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">mailbox</span></code> \u2014 Manipulate mailboxes in various formats","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">mailcap</span></code> \u2014 Mailcap file handling","Structured Markup Processing Tools","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">marshal</span></code> \u2014 Internal Python object serialization","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">math</span></code> \u2014 Mathematical functions","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">math.integer</span></code> \u2014 integer-specific mathematics functions","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">mimetypes</span></code> \u2014 Map filenames to MIME types","Multimedia Services","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">mmap</span></code> \u2014 Memory-mapped file support","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">modulefinder</span></code> \u2014 Find modules used by a script","Importing Modules","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">msilib</span></code> \u2014 Read and write Microsoft Installer files","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">msvcrt</span></code> \u2014 Useful routines from the MS VC++ runtime","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">multiprocessing</span></code> \u2014 Process-based parallelism","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">multiprocessing.shared_memory</span></code> \u2014 Shared memory for direct access across processes","Internet Data Handling","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">netrc</span></code> \u2014 netrc file processing","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">nis</span></code> \u2014 Interface to Sun\u2019s NIS (Yellow Pages)","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">nntplib</span></code> \u2014 NNTP protocol client","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">numbers</span></code> \u2014 Numeric abstract base classes","Numeric and Mathematical Modules","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">operator</span></code> \u2014 Standard operators as functions","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">optparse</span></code> \u2014 Parser for command line options","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">os</span></code> \u2014 Miscellaneous operating system interfaces","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">os.path</span></code> \u2014 Common pathname manipulations","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">ossaudiodev</span></code> \u2014 Access to OSS-compatible audio devices","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">pathlib</span></code> \u2014 Object-oriented filesystem paths","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">pdb</span></code> \u2014 The Python Debugger","Data Persistence","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">pickle</span></code> \u2014 Python object serialization","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">pickletools</span></code> \u2014 Tools for pickle developers","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">pipes</span></code> \u2014 Interface to shell pipelines","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">pkgutil</span></code> \u2014 Package extension utility","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">platform</span></code> \u2014  Access to underlying platform\u2019s identifying data","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">plistlib</span></code> \u2014 Generate and parse Apple <code class=\"docutils literal notranslate\"><span class=\"pre\">.plist</span></code> files","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">poplib</span></code> \u2014 POP3 protocol client","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">posix</span></code> \u2014 The most common POSIX system calls","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">pprint</span></code> \u2014 Data pretty printer","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">profile</span></code> \u2014 Pure Python profiler","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">profiling</span></code> \u2014 Python profilers","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">profiling.sampling</span></code> \u2014 Statistical profiler","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">profiling.tracing</span></code> \u2014 Deterministic profiler","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">pstats</span></code> \u2014 Statistics for profilers","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">pty</span></code> \u2014 Pseudo-terminal utilities","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">pwd</span></code> \u2014 The password database","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">py_compile</span></code> \u2014 Compile Python source files","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">pyclbr</span></code> \u2014 Python module browser support","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">pydoc</span></code> \u2014 Documentation generator and online help system","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">xml.parsers.expat</span></code> \u2014 Fast XML parsing using Expat","Python Runtime Services","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">queue</span></code> \u2014 A synchronized queue class","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">quopri</span></code> \u2014 Encode and decode MIME quoted-printable data","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">random</span></code> \u2014 Generate pseudo-random numbers","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">re</span></code> \u2014 Regular expression operations","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">readline</span></code> \u2014 GNU readline interface","Removed Modules","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">reprlib</span></code> \u2014 Alternate <code class=\"xref py py-func docutils literal notranslate\"><span class=\"pre\">repr()</span></code> implementation","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">resource</span></code> \u2014 Resource usage information","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">rlcompleter</span></code> \u2014 Completion function for GNU readline","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">runpy</span></code> \u2014 Locating and executing Python modules","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sched</span></code> \u2014 Event scheduler","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">secrets</span></code> \u2014 Generate secure random numbers for managing secrets","Security Considerations","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">select</span></code> \u2014 Waiting for I/O completion","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">selectors</span></code> \u2014 High-level I/O multiplexing","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">shelve</span></code> \u2014 Python object persistence","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">shlex</span></code> \u2014 Simple lexical analysis","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">shutil</span></code> \u2014 High-level file operations","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">signal</span></code> \u2014 Set handlers for asynchronous events","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">site</span></code> \u2014 Site-specific configuration hook","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">smtpd</span></code> \u2014 SMTP Server","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">smtplib</span></code> \u2014 SMTP protocol client","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sndhdr</span></code> \u2014 Determine type of sound file","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">socket</span></code> \u2014 Low-level networking interface","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">socketserver</span></code> \u2014 A framework for network servers","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">spwd</span></code> \u2014 The shadow password database","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sqlite3</span></code> \u2014 DB-API 2.0 interface for SQLite databases","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">ssl</span></code> \u2014 TLS/SSL wrapper for socket objects","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">stat</span></code> \u2014 Interpreting <code class=\"xref py py-func docutils literal notranslate\"><span class=\"pre\">stat()</span></code> results","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">statistics</span></code> \u2014 Mathematical statistics functions","Built-in Types","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">string</span></code> \u2014 Common string operations","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">string.templatelib</span></code> \u2014 Support for template string literals","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">stringprep</span></code> \u2014 Internet String Preparation","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">struct</span></code> \u2014 Interpret bytes as packed binary data","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">subprocess</span></code> \u2014 Subprocess management","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sunau</span></code> \u2014 Read and write Sun AU files","Superseded modules","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">symtable</span></code> \u2014 Access to the compiler\u2019s symbol tables","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sys</span></code> \u2014 System-specific parameters and functions","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sys.monitoring</span></code> \u2014 Execution event monitoring","The initialization of the <code class=\"xref py py-data docutils literal notranslate\"><span class=\"pre\">sys.path</span></code> module search path","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sysconfig</span></code> \u2014 Provide access to Python\u2019s configuration information","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">syslog</span></code> \u2014 Unix syslog library routines","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tabnanny</span></code> \u2014 Detection of ambiguous indentation","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tarfile</span></code> \u2014 Read and write tar archive files","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">telnetlib</span></code> \u2014 Telnet client","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tempfile</span></code> \u2014 Generate temporary files and directories","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">termios</span></code> \u2014 POSIX style tty control","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">test</span></code> \u2014 Regression tests package for Python","Text Processing Services","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">textwrap</span></code> \u2014 Text wrapping and filling","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">threading</span></code> \u2014 Thread-based parallelism","Thread Safety Guarantees","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">time</span></code> \u2014 Time access and conversions","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">timeit</span></code> \u2014 Measure execution time of small code snippets","Graphical user interfaces with Tk","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tkinter</span></code> \u2014 Python interface to Tcl/Tk","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tkinter.colorchooser</span></code> \u2014 Color choosing dialog","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tkinter.dnd</span></code> \u2014 Drag and drop support","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tkinter.font</span></code> \u2014 Tkinter font wrapper","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tkinter.messagebox</span></code> \u2014 Tkinter message prompts","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tkinter.scrolledtext</span></code> \u2014 Scrolled text widget","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tkinter.ttk</span></code> \u2014 Tk themed widgets","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">token</span></code> \u2014 Constants used with Python parse trees","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tokenize</span></code> \u2014 Tokenizer for Python source","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tomllib</span></code> \u2014 Parse TOML files","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">trace</span></code> \u2014 Trace or track Python statement execution","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">traceback</span></code> \u2014 Print or retrieve a stack traceback","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tracemalloc</span></code> \u2014 Trace memory allocations","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tty</span></code> \u2014 Terminal control functions","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">turtle</span></code> \u2014 Turtle graphics","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">types</span></code> \u2014 Dynamic type creation and names for built-in types","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">typing</span></code> \u2014 Support for type hints","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">unicodedata</span></code> \u2014 Unicode Database","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">unittest</span></code> \u2014 Unit testing framework","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">unittest.mock</span></code> \u2014 mock object library","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">unittest.mock</span></code> \u2014 getting started","Unix-specific services","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">urllib</span></code> \u2014 URL handling modules","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">urllib.error</span></code> \u2014 Exception classes raised by urllib.request","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">urllib.parse</span></code> \u2014 Parse URLs into components","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">urllib.request</span></code> \u2014 Extensible library for opening URLs","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">urllib.robotparser</span></code> \u2014  Parser for robots.txt","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">uu</span></code> \u2014 Encode and decode uuencode files","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">uuid</span></code> \u2014 UUID objects according to <strong>RFC 9562</strong>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">venv</span></code> \u2014 Creation of virtual environments","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">warnings</span></code> \u2014 Warning control","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">wave</span></code> \u2014 Read and write WAV files","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">weakref</span></code> \u2014 Weak references","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">webbrowser</span></code> \u2014 Convenient web-browser controller","MS Windows Specific Services","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">winreg</span></code> \u2014 Windows registry access","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">winsound</span></code> \u2014 Sound-playing interface for Windows","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">wsgiref</span></code> \u2014 WSGI Utilities and Reference Implementation","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">xdrlib</span></code> \u2014 Encode and decode XDR data","XML Processing Modules","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">xml.dom</span></code> \u2014 The Document Object Model API","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">xml.dom.minidom</span></code> \u2014 Minimal DOM implementation","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">xml.dom.pulldom</span></code> \u2014 Support for building partial DOM trees","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">xml.etree.ElementTree</span></code> \u2014 The ElementTree XML API","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">xml.sax</span></code> \u2014 Support for SAX2 parsers","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">xml.sax.handler</span></code> \u2014 Base classes for SAX handlers","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">xml.sax.xmlreader</span></code> \u2014 Interface for XML parsers","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">xml.sax.saxutils</span></code> \u2014 SAX Utilities","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">xmlrpc</span></code> \u2014 XMLRPC server and client modules","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">xmlrpc.client</span></code> \u2014 XML-RPC client access","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">xmlrpc.server</span></code> \u2014 Basic XML-RPC servers","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">zipapp</span></code> \u2014 Manage executable Python zip archives","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">zipfile</span></code> \u2014 Work with ZIP archives","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">zipimport</span></code> \u2014 Import modules from Zip archives","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">zlib</span></code> \u2014 Compression compatible with <strong class=\"program\">gzip</strong>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">zoneinfo</span></code> \u2014 IANA time zone support","History and License","<span class=\"section-number\">8. </span>Compound statements","<span class=\"section-number\">3. </span>Data model","<span class=\"section-number\">4. </span>Execution model","<span class=\"section-number\">6. </span>Expressions","<span class=\"section-number\">10. </span>Full Grammar specification","<span class=\"section-number\">5. </span>The import system","The Python Language Reference","<span class=\"section-number\">1. </span>Introduction","<span class=\"section-number\">2. </span>Lexical analysis","<span class=\"section-number\">7. </span>Simple statements","<span class=\"section-number\">9. </span>Top-level components","<span class=\"section-number\">16. </span>Appendix","<span class=\"section-number\">1. </span>Whetting Your Appetite","<span class=\"section-number\">9. </span>Classes","<span class=\"section-number\">4. </span>More Control Flow Tools","<span class=\"section-number\">5. </span>Data Structures","<span class=\"section-number\">8. </span>Errors and Exceptions","<span class=\"section-number\">15. </span>Floating-Point Arithmetic:  Issues and Limitations","The Python Tutorial","<span class=\"section-number\">7. </span>Input and Output","<span class=\"section-number\">14. </span>Interactive Input Editing and History Substitution","<span class=\"section-number\">2. </span>Using the Python Interpreter","<span class=\"section-number\">3. </span>An Informal Introduction to Python","<span class=\"section-number\">6. </span>Modules","<span class=\"section-number\">10. </span>Brief tour of the standard library","<span class=\"section-number\">11. </span>Brief tour of the standard library \u2014 part II","<span class=\"section-number\">12. </span>Virtual Environments and Packages","<span class=\"section-number\">13. </span>What Now?","<span class=\"section-number\">6. </span>Using Python on Android","<span class=\"section-number\">1. </span>Command line and environment","<span class=\"section-number\">3. </span>Configure Python","<span class=\"section-number\">8. </span>Editors and IDEs","Python Setup and Usage","<span class=\"section-number\">7. </span>Using Python on iOS","<span class=\"section-number\">5. </span>Using Python on macOS","<span class=\"section-number\">2. </span>Using Python on Unix platforms","<span class=\"section-number\">4. </span>Using Python on Windows","What\u2019s New in Python 2.0","What\u2019s New in Python 2.1","What\u2019s New in Python 2.2","What\u2019s New in Python 2.3","What\u2019s New in Python 2.4","What\u2019s New in Python 2.5","What\u2019s New in Python 2.6","What\u2019s New in Python 2.7","What\u2019s New In Python 3.0","What\u2019s New In Python 3.1","What\u2019s New In Python 3.10","What\u2019s New In Python 3.11","What\u2019s New In Python 3.12","What\u2019s New In Python 3.13","What\u2019s new in Python 3.14","What\u2019s new in Python 3.15","What\u2019s New In Python 3.2","What\u2019s New In Python 3.3","What\u2019s New In Python 3.4","What\u2019s New In Python 3.5","What\u2019s New In Python 3.6","What\u2019s New In Python 3.7","What\u2019s New In Python 3.8","What\u2019s New In Python 3.9","Changelog","What\u2019s New in 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