How to install third-party libraries in PyCharm?

This tutorial is written by: Daxia (AhcaoZhu) .
Alt

1. Before installing, how do you know which libraries your system has installed?

There are several known ways to know which libraries or modules are installed on your system. Listed below, in fact, you know one of them is enough.

1. In the window's resource manager, find the Python installation directory

Under <installation directory>\Lib\, there are already installed libraries.
lib directory

2. In the PyCharm integrated editor

1) Open the console. Type the command help()
if you can’t find the console, see the picture below (1)
2) Then, type: modules

Figure II

3) You may get the following list indicating the libraries or modules that your system has installed.
Please note: Because the system version installed on each machine and the initialization situation are different, the following is just an example. That's roughly what it looks like on your machine.

insert image description here
For the modules listed above, you can continue to type the module name directly at the help> prompt to get very detailed help for the module, but it is explained in English.

3. In the settings

Open 设置
1) Open method one: Menu 文件设置. Or, as shown in the figure below:
2) Opening method 2:
Setting Options
After opening, find the project interpreter. In the list on the right, the currently installed modules and the latest modules of each module are clearly listed. Do you need to upgrade? (You can decide to upgrade automatically, not upgrade, or manually upgrade)
insert image description here

2. How to install the module

Basically corresponding to the installation module found above, the installation methods usually have the following types:

1. When writing code in the IDE, we directly import the module, whether it is installed or not:

import matplotlib

Figure 6
As shown in the picture above, when this module is not installed, the instant help of the system will display a small red light, and when the mouse hovers over the code, it will pop up 安装软件包matplotlibthis prompt.
At this time, we can directly click on it to install it.

2. 设置Install in

For the method of opening 设置, see first and 3 above).
In this interface, you can search for the module name and install it. Or:
When a module is not the latest version and you want to upgrade to the latest version, you can also directly click the link on the right in the list to upgrade and install directly.

3. 软件包Install in

As shown in the figure below: follow the sequence shown in the illustrations, first search, view the module description and help, and finally click 4) to install.
insert image description here

4. Install 终端under :

The method of opening the terminal: (choose one)
1) Select Python控制台the terminal at the bottom of the PyCharm IDE window
2) Under Windows, press the WIN+R key (or 任务栏开始菜单, 搜索程序和文件enter cmdEnter
In the terminal opened above, enter:

pip install  <模块名> 回车

This is the most professional method, and of course the most complicated.
The pip command, without parameters, will echo the help of the command line parameters. See.
In addition, the advantage of using pip is that it can write batch processing, plan scheduling and remote installation.

3. How do I know which modules need to be installed? Which modules do what?

An important principle is to install these related modules when a certain aspect of research or development is required;
in the software package introduced above, try to enter the name of the module you imagined, and a list will appear, click the one you are interested in Name, the version, module function introduction and other information will appear on the right. You spend a little time getting to know it first, rather than rushing to install it. Maybe there are better options.
Below I list the common modules introduced in the official V3.7.8 version and their classifications for reference. (Of course it may have outdated content)

Python standard library

Python语言参考描述了 Python 语言的具体语法和语义,这份库参考则介绍了与 Python 一同发行的标准库。它还描述了通常包含在 Python 发行版中的一些可选组件。

> Python 标准库非常庞大,所提供的组件涉及范围十分广泛,正如以下内容目录所显示的。这个库包含了多个内置模块 (以 C 编写),Python 程序员必须依靠它们来实现系统级功能,例如文件 I/O,此外还有大量以 Python 编写的模块,提供了日常编程中许多问题的标准解决方案。其中有些模块经过专门设计,通过将特定平台功能抽象化为平台中立的 API 来鼓励和加强 Python 程序的可移植性。
> Windows 版本的 Python 安装程序通常包含整个标准库,往往还包含许多额外组件。对于类 Unix 操作系统,Python 通常会分成一系列的软件包,因此可能需要使用操作系统所提供的包管理工具来获取部分或全部可选组件。
> 在这个标准库以外还存在**成千上万**并且不断增加的其他组件 (从单独的程序、模块、软件包直到完整的应用开发框架),访问 Python 包索引 即可获取这些第三方包。
  • overview
  • usability notes
  • built-in function
  • built-in constants
    constants added by the site module
  • Built-in types
    Logical value detection
    Boolean operations—and, or, not
    comparison operations
    Numeric types—int, float, complex
    iterator types
    Sequence types—list, tuple, range
    Text sequence types—str
    Binary sequence types—bytes, bytearray, memoryview
    collection types — set, frozenset
    mapping types — dict
    context manager types
    other built-in types
    special attributes
  • Built-in Exceptions
    Base Classes
    Concrete Exceptions
    Warnings Exception
    Hierarchy
  • Text processing services
    string — common string manipulation
    re — regular expression manipulation
    difflib — aids for computing differences
    textwrap — text wrapping and padding
    unicodedata — Unicode database
    stringprep — Internet string preparation
    readline — GNU readline interface
    rlcompleter — GNU readline's Completion function
  • Binary data service
    struct — Interpret byte strings as packed binary data
    codecs — Codec registration and related base classes
  • Data type
    datetime — basic date and time type
    calendar — calendar related functions
    collections — container data type
    collections.abc — abstract base class of container
    heapq — heap queue algorithm
    bisect — array binary search algorithm
    array — efficient numerical array
    weakref — weak reference
    types — dynamic type creation and built-in type names
    copy — shallow and deep copy operations
    pprint — data beautification output
    reprlib — another repr() implementation
    enum — enumerated type support
  • Numbers and mathematics module
    numbers — abstract base class of numbers
    math — mathematical functions
    cmath — mathematical functions about complex numbers
    decimal — decimal fixed-point and floating-point operations
    fractions — fraction
    random — generate pseudo-random numbers
    statistics — mathematical statistics functions
  • Functional programming module
    itertools — functions to create iterators for efficient looping
    functools — higher-order functions and operations on callable objects
    operator — standard operator replacement functions
  • file and directory access
    pathlib — object-oriented file system paths
    os.path — common path operations
    fileinput — iterate over lines from multiple input streams
    stat — parse stat() results
    filecmp — compare files and directories
    tempfile — generate temporary files and directories
    glob — Unix-style pathname pattern extensions
    fnmatch — Unix filename pattern matching
    linecache — random reading and writing of text lines
    shutil — high-level file manipulation
    macpath — Mac OS 9 path manipulation functions
  • data persistence
    pickle - Python object serialization
    copyreg - note pickle support functions
    shelve - Python object persistence
    marshal - internal Python object serialization
    dbm - Unix "database" interface
    sqlite3 - SQLite database DB-API 2.0 interface module
  • data compression and archiving
    zlib — gzip-compatible compression
    gzip — support for gzip format
    bz2 — support for bzip2 compression algorithm
    lzma — compress
    zipfile with LZMA algorithm
    tarfile — read and write tar archive files
  • File Format
    csv — read and write CSV files
    configparser — config file parser
    netrc — netrc file processing
    xdrlib — encode and decode XDR data
    plistlib — generate and parse Mac OS X .plist files
  • Cryptographic services
    hashlib — secure hashing and message digests
    hmac — key-based message authentication
    secrets — generate secure random numbers for managing passwords
  • General operating system service
    os — operating system interface module
    io — core tool for processing streams
    time — time access and conversion
    argparse — command line options, arguments and subcommand parser
    getopt — C-style command line option parser
    module logging — Python’s logging tool
    logging.config — logging configuration
    logging.handlers — log handling
    getpass — portable password input tool
    curses — handling of terminal character cell displays
    curses.textpad — text input control for curses programs
    curses.ascii — for ASCII characters tool for
    curses.panel — the panel stack extension of curses
    platform — to obtain the identification data of the underlying platform
    errno — the standard errno system symbol
    ctypes — the foreign function library for Python
  • Concurrent execution
    threading — thread-based parallel
    multiprocessing — process-based parallel
    concurrent package
    concurrent.futures — start parallel tasks
    subprocess — subprocess management
    sched — event scheduler
    queue — a synchronous queue class
    _thread — underlying multithreading API
    _dummy_thread — _thread Replacement module
    dummy_threading — drop-in replacement for the threading module.
    contextvars context variables
  • Context variables
    Manual context management
    asyncio support
    Network and interprocess communication
    asyncio — asynchronous I/O
    socket — underlying network interface
    ssl — TLS/SSL encapsulation of socket objects
    select — Waiting for I/O completion
    selectors — advanced I/O multiplexing library
    asyncore — asynchronous socket handler
    asynchat — asynchronous socket command/response handler
    signal — set asynchronous event handler
    mmap — memory mapped file support
  • Internet data processing
    email — email and MIME processing packages
    json — JSON encoding and decoding
    mailcap — Mailcap file processing
    mailbox — manipulating mailboxes in multiple formats
    mimetypes — mapping folders to MIME types
    base64 — Base16, Base32, Base64, Base85 data encoding
    binhex — encode and decode binhex4 files
    binascii — convert between binary and ASCII
    quopri — encode and decode MIME-transcoded printable data
    uu — encode and decode uuencode files
  • Structured markup processing tools
    html — hypertext markup language support
    html.parser — simple HTML and XHTML parser
    html.entities — definitions of HTML general entities
  • XML processing module
    xml.etree.ElementTree — ElementTree XML API
    xml.dom — Document Object Model API
    xml.dom.minidom — minimal DOM implementation
    xml.dom.pulldom — support for building partial DOM trees
    xml.sax — support for SAX2 parsers
    xml.sax.handler — base class for SAX handlers
    xml.sax.saxutils — SAX toolset
    xml.sax.xmlreader — interface for XML parsers
    xml.parsers.expat — fast XML parsing using Expat
  • internet protocol and support
    webbrowser — convenient web browser controller
    cgi — Common Gateway Interface support
    cgitb — traceback manager for CGI scripts
    wsgiref — implementation of WSGI tools and references
    urllib — URL handling module
    urllib.request — for opening URLs Extensible library
    for urllib.response — Response class used by urllib
    urllib.parse for parsing URLs
    urllib.error — exception class raised by urllib.request
    urllib.robotparser — robots.txt parser
    http — HTTP module
    http.client — HTTP Protocol client
    ftplib — FTP protocol client
    poplib — POP3 protocol client imaplib — IMAP4 protocol client nntplib — NNTP
    protocol client smtplib — SMTP protocol client smtpd — SMTP server telnetlib — Telnet client uuid — UUID object defined by RFC 4122 socketserver — framework for web servers http.server — HTTP server







    http.cookies — HTTP state management
    http.cookiejar — HTTP client cookie handling
    xmlrpc — XMLRPC server and client modules
    xmlrpc.client — XML-RPC client access
    xmlrpc.server — basic XML-RPC server
    ipaddress — IPv4/IPv6 operation library
  • Multimedia service
    audioop — process original audio data
    aifc — read and write AIFF and AIFC files
    sunau — read and write Sun AU files
    wave — read and write WAV format files
    chunk — read IFF block data
    colorsys — convert between color systems
    imghdr — guess image type
    sndhdr — guess the type of sound file
    ossaudiodev — access OSS compatible audio devices
  • Internationalization
    gettext — multilingual internationalization service
    locale — internationalization service
  • Program framework
    turtle — turtle drawing
    cmd — line-oriented command interpreter supported
    shlex — simple word meaning analysis
    Tk GUI
    tkinter — Python interface to Tcl/Tk
    tkinter.ttk — Tk theme widget
    tkinter.tix — TK Extension package
    tkinter.scrolledtext — scrolling text control
    IDLE
    other GUI packages
  • Development tools
    typing — type annotation support
    pydoc — document generator and online help system
    doctest — Python example for testing interactivity
    unittest — unit test framework
    unittest.mock — mock object library
    unittest.mock Getting Started Guide
    2to3 — automatically convert Python 2 code to Python 3 code
    test — Python regression testing package
    test.support — Utilities for the Python test suite
    test.support.script_helper — Utilities for the Python execution tests
  • Debugging and Analysis
    bdb — Debugger framework
    faulthandler — Dumps Python trace information
    pdb — Debugger for Python
  • Python profiler
    timeit — measure execution time of small code snippets
    trace — trace Python statement execution
    tracemalloc — trace memory allocation
  • Software packaging and distribution
    distutils — building and installing Python modules
    ensurepip — Bootstrapping the pip installer
    venv — creating virtual environments
    zipapp — managing executable Python zip packages
  • Python runtime service
    sys — system-related parameters and functions
    sysconfig — Provide access to Python's configuration information
    builtins — built-in objects
    __main__— top-level scripting environment
    warnings — control of warning information
    dataclasses — data class contextlib — tool abc
    provided for the context of the with statement
    — abstract base class
    atexit — exit handler
    traceback — print or retrieve stack traceback
    __future__ — Future statement definition
    gc — garbage collector interface
    inspect — inspection object
    site — site-specific configuration hook
    custom Python interpreter
    code — interpreter base class
    codeop — Compile Python code
  • import module
    zipimport — import module from Zip archive
    pkgutil — package extension module tool
    modulefinder — find modules used by scripts
    runpy — find and execute Python modules
    importlib — implementation of import
  • Python language service
    parser — access to Python parse tree
    ast — abstract syntax tree
    symtable — access to compiler’s symbol table
    symbol — constant token used with Python parse tree — constant keyword
    used with Python parse tree — check Python keyword tokenize – tag parser tabnanny for Python code — fuzzy indentation detection pyclbr — Python module browser support py_compile — compile Python source files compileall — Byte-compile Python libraries dis — Python bytecode disassembler pickletools — pickle developer tools set







  • Miscellaneous services
    formatter - general format output
    Windows system related modules
    msilib - Read and write Microsoft Installer files
    msvcrt - useful routines from MS VC++ runtime
    winreg - Windows registry access
    winsound - sound playback interface for Windows systems
  • Unix-specific services
    posix — the most common POSIX system call
    pwd — user password database
    spwd — shadow password library
    grp — group database
    crypt — function for checking Unix passwords
    termios — POSIX-style tty control
    tty — terminal control function
    pty — pseudo Terminal tool
    fcntl - system calls fcntl and ioctl
    pipes - terminal pipe interface
    resource - resource usage information
    nis - Sun's NIS (Yellow Pages) interface
    Unix syslog library routines
  • The superseded module
    optparse — the parser's command-line option
    imp — is accessed internally by code import.
  • Undocumented modules
  • platform specific modules

Guess you like

Origin blog.csdn.net/Ahcao2008/article/details/128986445