Caching - pip documentation v24.2 (2024)

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Added in version 6.0.

pip provides an on-by-default caching, designed to reduce the amount of timespent on duplicate downloads and builds.

What is cached

HTTP responses

This cache functions like a web browser cache.

When making any HTTP request, pip will first check its local cache to determineif it has a suitable response stored for that request which has not expired. Ifit does then it returns that response and doesn’t re-download the content.

If it has a response stored but it has expired, then it will attempt to make aconditional request to refresh the cache which will either return an emptyresponse telling pip to simply use the cached item (and refresh the expirationtimer) or it will return a whole new response which pip can then store in thecache.

While this cache attempts to minimize network activity, it does not preventnetwork access altogether. If you want a local install solution thatcircumvents accessing PyPI, see Installing from local packages.

Changed in version 23.3: A new cache format is now used, stored in a directory called http-v2 (seebelow for this directory’s location). Previously this cache was stored in adirectory called http in the main cache directory. If you have completelyswitched to newer versions of pip, you may wish to delete the old directory.

Locally built wheels

pip attempts to use wheels from its local wheel cache whenever possible.

This means that if there is a cached wheel for the same version of a specificpackage name, pip will use that wheel instead of rebuilding the project.

When no wheels are found for a source distribution, pip will attempt to build awheel using the package’s build system. If the build is successful, this wheelis added to the cache and used in subsequent installs for the same packageversion.

Wheels built from source distributions provided to pip as a direct path (suchas pip install .) are not cached across runs, though they may be reused withinthe same pip execution.

Changed in version 20.0: pip now caches wheels when building from an immutable Git reference(i.e. a commit hash).

Where is the cache stored

Caution

The exact filesystem structure of pip’s cache’s contents is considered to bean implementation detail and may change between any two versions of pip.

pip cache dir

Added in version 20.1.

You can use pip cache dir to get the cache directory that pip is currently configured to use.

Default paths

~/.cache/pip

pip will also respect XDG_CACHE_HOME.

~/Library/Caches/pip

%LocalAppData%\pip\Cache

Avoiding caching

pip tries to use its cache whenever possible, and it is designed do the rightthing by default.

In some cases, pip’s caching behaviour can be undesirable. As an example, if youhave package with optional C extensions, that generates a pure Python wheelwhen the C extension can’t be built, pip will use that cached wheel even whenyou later invoke it from an environment that could have built those optional Cextensions. This is because pip is seeing a cached wheel that matches thepackage being built, and pip assumes that the result of building a package froma package index is deterministic.

The recommended approach for dealing with these situations is to directlyinstall from a source distribution instead of letting pip auto-discover thepackage when it is trying to install. Installing directly from a sourcedistribution will make pip build a wheel, regardless of whether there is amatching cached wheel. This usually means doing something like:

$ python -m pip download sampleproject==1.0.0 --no-binary :all:$ python -m pip install sampleproject-1.0.0.tar.gz

$ python -m pip download sampleproject==1.0.0 --no-binary :all:$ python -m pip install sampleproject-1.0.0.tar.gz

C:> py -m pip download sampleproject==1.0.0 --no-binary :all:C:> py -m pip install sampleproject-1.0.0.tar.gz

It is also a good idea to remove the offending cached wheel using thepip cache command.

Cache management

The pip cache command can be used to manage pip’s cache.

General overview

pip cache info provides an overview of the contents of pip’s cache, such as the total size and location of various parts of it.

Removing a single package

pip cache remove setuptools removes all wheel files related to setuptools from pip’s cache. HTTP cache files are not removed at this time.

Removing the cache

pip cache purge will clear all files from pip’s wheel and HTTP caches.

Listing cached files

pip cache list will list all wheel files from pip’s cache.

pip cache list setuptools will list all setuptools-related wheel files from pip’s cache.

Disabling caching

pip’s caching behaviour is disabled by passing the --no-cache-dir option.

It is, however, recommended to NOT disable pip’s caching unless you have caching at a higher level (eg: layered caches in container builds). Doing so cansignificantly slow down pip (due to repeated operations and package builds)and result in significantly more network usage.

Caching - pip documentation v24.2 (2024)

FAQs

Should I clear the pip cache? ›

It is, however, recommended to NOT disable pip's caching unless you have caching at a higher level (eg: layered caches in container builds). Doing so can significantly slow down pip (due to repeated operations and package builds) and result in significantly more network usage.

How to ignore cache in pip install requirements? ›

When installing packages with pip in a Dockerfile, use the --no-cache-dir option. This tells pip not to use a cache when installing packages, which ensures that the latest version of the package is always used. For example, instead of writing RUN pip install django , write RUN pip install --no-cache-dir django .

Why is pip downloading all versions? ›

This can look like pip downloading multiple versions of the same package, since pip explicitly presents each download to the user. The backtracking of choices made during this step is not unexpected behaviour or a bug. It is part of how dependency resolution for Python packages works.

Does clearing cache improve performance? ›

The cache and cookies should be cleared regularly for several reasons. Depending on your settings, the cache can grow quite big, use a lot of disk space on your computer and cause slow web browsing. The cache can also cause issues when viewing new versions of previously visited web pages.

Is it OK to clear image cache? ›

It's not bad to clear your cached data now and then. Some refer to this data as “junk files,” meaning it just sits and piles up on your device. Clearing the cache helps keep things clean, but don't rely on it as a solid method for making new space.

How to clean up pip? ›

Check for pip builds in the temporary directories (you should be able to remove them safely if they are present). For the actual files from the installation, you can try running pip uninstall <package-name> in hope it catches your partial installations as well (you can use this to remove any package installed via pip).

Can I clear library caches? ›

Yes, it is safe. That said, don't just delete all the contents of your cache folder without reason. It can be beneficial to clear out those taking up the significant space in your ~/Library/Caches/ if you need to free some up, but you really shouldn't clear any contents of your /System/Caches unless there is a problem.

How to clear cache in Python? ›

For instance, to clear the cache every hour, you can use Python's time module to track the elapsed time since the app started. When the elapsed time exceeds one hour, call the st. cache_resource. clear() function to clear the cache and then reset the start time.

Where is the pip cache directory? ›

SUMMARY: By default, the pip cache directory is in $HOME , which causes the “pip install …” command to quickly fill up your home space with big files when you are installing python packages.

Does pip uninstall remove dependencies? ›

Uninstalling a package will not remove its dependencies, so additional commands may need to be run to undo an installation.

How do I remove all pip packages? ›

txt as an example.
  1. Run pip freeze > pip. txt to write all of the installed libraries to a file.
  2. Open the file and remove setuptools and wheel from the it.
  3. Run pip uninstall -r pip. txt -y .
  4. Delete the pip. txt file.
Apr 27, 2024

Where does pip pull packages from? ›

Although pip uses PyPi as a default repository for fetching packages, it has also the capability to install packages from other sources, including: Version control systems like Github, Mercurial, Subversion, and Bazaar. Requirements files. Usually, Python packages require multiple packages to run.

What is the difference between pip download and pip install? ›

pip download does the same resolution and downloading as pip install , but instead of installing the dependencies, it collects the downloaded distributions into the directory provided (defaulting to the current directory).

Does pip automatically install dependencies? ›

The pip install <package> command always looks for the latest version of the package and installs it. It also searches for dependencies listed in the package metadata and installs them to ensure that the package has all the requirements that it needs.

What is the difference between purge and remove cache in pip? ›

remove: Remove one or more package from the cache. purge: Remove all items from the cache.

What happens if I click clear cache? ›

After you clear cache and cookies: Some settings on sites get deleted. For example, if you were signed in, you'll need to sign in again. If you turn sync on in Chrome, you'll stay signed into the Google Account you're syncing to in order to delete your data across all your devices.

Is image cache important? ›

Caching data is important because it helps speed up application performance and increase efficiency. It stores data locally, which means browsers and websites will load faster because access elements such as homepage images have previously been downloaded.

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