Memasang Modul-modul Python


Sebagai proyek pengembangan open source yang populer, Python memiliki komunitas pendukung aktif dan pengguna yang juga membuat perangkat lunak mereka tersedia untuk pengembang Python lain untuk digunakan di bawah persyaratan lisensi sumber terbuka.

Hal ini memungkinkan pengguna Python untuk berbagi dan berkolaborasi secara efektif, mendapatkan manfaat dari solusi yang telah dibuat oleh orang lain untuk masalah umum (dan kadang-kadang bahkan langka!), Serta berpotensi memberikan kontribusi solusi mereka sendiri ke kumpulan umum.

Panduan ini mencakup bagian instalasi dari proses. Untuk panduan untuk membuat dan berbagi proyek Python Anda sendiri, lihat panduan distribusi.


Untuk pengguna korporat dan institusi lainnya, sadarilah bahwa banyak organisasi memiliki kebijakan mereka sendiri tentang penggunaan dan kontribusi untuk perangkat lunak sumber terbuka. Harap pertimbangkan kebijakan tersebut saat menggunakan alat distribusi dan instalasi yang disediakan dengan Python.

Istilah utama

  • pip adalah program penginstal yang disukai. Mulai dari Python 3.4, disertakan secara bawaan pada installer biner Python.

  • Sebuah virtual environment adalah lingkungan Python semi-terisolasi yang memungkinkan paket diinstal untuk digunakan oleh aplikasi tertentu, dibandingkan diinstal sistem luas atau global.

  • venv is the standard tool for creating virtual environments, and has been part of Python since Python 3.3. Starting with Python 3.4, it defaults to installing pip into all created virtual environments.

  • virtualenv is a third party alternative (and predecessor) to venv. It allows virtual environments to be used on versions of Python prior to 3.4, which either don't provide venv at all, or aren't able to automatically install pip into created environments.

  • The Python Packaging Index is a public repository of open source licensed packages made available for use by other Python users.

  • the Python Packaging Authority is the group of developers and documentation authors responsible for the maintenance and evolution of the standard packaging tools and the associated metadata and file format standards. They maintain a variety of tools, documentation, and issue trackers on both GitHub and Bitbucket.

  • distutils is the original build and distribution system first added to the Python standard library in 1998. While direct use of distutils is being phased out, it still laid the foundation for the current packaging and distribution infrastructure, and it not only remains part of the standard library, but its name lives on in other ways (such as the name of the mailing list used to coordinate Python packaging standards development).

Berubah pada versi 3.5: Penggunaan venv sekarang disarankan untuk membuat lingkungan virtual.

Penggunaan dasar

The standard packaging tools are all designed to be used from the command line.

The following command will install the latest version of a module and its dependencies from the Python Packaging Index:

python -m pip install SomePackage


For POSIX users (including Mac OS X and Linux users), the examples in this guide assume the use of a virtual environment.

For Windows users, the examples in this guide assume that the option to adjust the system PATH environment variable was selected when installing Python.

It's also possible to specify an exact or minimum version directly on the command line. When using comparator operators such as >, < or some other special character which get interpreted by shell, the package name and the version should be enclosed within double quotes:

python -m pip install SomePackage==1.0.4    # specific version
python -m pip install "SomePackage>=1.0.4"  # minimum version

Normally, if a suitable module is already installed, attempting to install it again will have no effect. Upgrading existing modules must be requested explicitly:

python -m pip install --upgrade SomePackage

More information and resources regarding pip and its capabilities can be found in the Python Packaging User Guide.

Creation of virtual environments is done through the venv module. Installing packages into an active virtual environment uses the commands shown above.

Bagaimana saya ...?

Ini adalah jawaban cepat atau tautan untuk beberapa tugas umum.

... install pip in versions of Python prior to Python 3.4?

Python only started bundling pip with Python 3.4. For earlier versions, pip needs to be "bootstrapped" as described in the Python Packaging User Guide.

... install packages just for the current user?

Passing the --user option to python -m pip install will install a package just for the current user, rather than for all users of the system.

... memasang paket-paket Python saintifik?

A number of scientific Python packages have complex binary dependencies, and aren't currently easy to install using pip directly. At this point in time, it will often be easier for users to install these packages by other means rather than attempting to install them with pip.

... work with multiple versions of Python installed in parallel?

On Linux, Mac OS X, and other POSIX systems, use the versioned Python commands in combination with the -m switch to run the appropriate copy of pip:

python2   -m pip install SomePackage  # default Python 2
python2.7 -m pip install SomePackage  # specifically Python 2.7
python3   -m pip install SomePackage  # default Python 3
python3.4 -m pip install SomePackage  # specifically Python 3.4

Appropriately versioned pip commands may also be available.

On Windows, use the py Python launcher in combination with the -m switch:

py -2   -m pip install SomePackage  # default Python 2
py -2.7 -m pip install SomePackage  # specifically Python 2.7
py -3   -m pip install SomePackage  # default Python 3
py -3.4 -m pip install SomePackage  # specifically Python 3.4

Permasalahan umum pemasangan

Installing into the system Python on Linux

On Linux systems, a Python installation will typically be included as part of the distribution. Installing into this Python installation requires root access to the system, and may interfere with the operation of the system package manager and other components of the system if a component is unexpectedly upgraded using pip.

On such systems, it is often better to use a virtual environment or a per-user installation when installing packages with pip.

Pip tidak terpasang

It is possible that pip does not get installed by default. One potential fix is:

python -m ensurepip --default-pip

There are also additional resources for installing pip.

Memasang ekstensi biner

Python has typically relied heavily on source based distribution, with end users being expected to compile extension modules from source as part of the installation process.

With the introduction of support for the binary wheel format, and the ability to publish wheels for at least Windows and Mac OS X through the Python Packaging Index, this problem is expected to diminish over time, as users are more regularly able to install pre-built extensions rather than needing to build them themselves.

Some of the solutions for installing scientific software that are not yet available as pre-built wheel files may also help with obtaining other binary extensions without needing to build them locally.