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# Repeatable Installs | ||
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pip can be used to achieve various levels of repeatable environments. This page | ||
walks through increasingly stricter definitions of what "repeatable" means. | ||
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## Pinning the package versions | ||
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Pinning package versions of your dependencies in the requirements file | ||
protects you from bugs or incompatibilities in newly released versions: | ||
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``` | ||
SomePackage == 1.2.3 | ||
DependencyOfSomePackage == 4.5.6 | ||
``` | ||
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```{note} | ||
Pinning refers to using the `==` operator to require the package to be a | ||
specific version. | ||
``` | ||
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A requirements file, containing pinned package versions can be generated using | ||
{ref}`pip freeze`. This would not only the top-level packages, but also all of | ||
their transitive dependencies. Performing the installation using | ||
{ref}`--no-deps <install_--no-deps>` would provide an extra dose of insurance | ||
against installing anything not explicitly listed. | ||
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This strategy is easy to implement and works across OSes and architectures. | ||
However, it trusts the locations you're fetching the packages from (like PyPI) | ||
and the certificate authority chain. It also relies on those locations not | ||
allowing packages to change without a version increase. (PyPI does protect | ||
against this.) | ||
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## Hash-checking | ||
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Beyond pinning version numbers, you can add hashes against which to verify | ||
downloaded packages: | ||
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```none | ||
FooProject == 1.2 --hash=sha256:2cf24dba5fb0a30e26e83b2ac5b9e29e1b161e5c1fa7425e73043362938b9824 | ||
``` | ||
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This protects against a compromise of PyPI or the HTTPS certificate chain. It | ||
also guards against a package changing without its version number changing (on | ||
indexes that allow this). This approach is a good fit for automated server | ||
deployments. | ||
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Hash-checking mode is a labour-saving alternative to running a private index | ||
server containing approved packages: it removes the need to upload packages, | ||
maintain ACLs, and keep an audit trail (which a VCS gives you on the | ||
requirements file for free). It can also substitute for a vendored library, | ||
providing easier upgrades and less VCS noise. It does not, of course, | ||
provide the availability benefits of a private index or a vendored library. | ||
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[pip-tools] is a package that builds upon pip, and provides a good workflow for | ||
managing and generating requirements files. | ||
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[pip-tools]: https://github.com/jazzband/pip-tools#readme | ||
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## Using a wheelhouse (AKA Installation Bundles) | ||
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{ref}`pip wheel` can be used to generate and package all of a project's | ||
dependencies, with all the compilation performed, into a single directory that | ||
can be converted into a single archive. This archive then allows installation | ||
when index servers are unavailable and avoids time-consuming recompilation. | ||
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````{admonition} Example | ||
Creating the bundle, on a modern Unix system: | ||
``` | ||
$ tempdir=$(mktemp -d /tmp/wheelhouse-XXXXX) | ||
$ python -m pip wheel -r requirements.txt --wheel-dir=$tempdir | ||
$ cwd=`pwd` | ||
$ (cd "$tempdir"; tar -cjvf "$cwd/bundled.tar.bz2" *) | ||
``` | ||
Installing from the bundle, on a modern Unix system: | ||
``` | ||
$ tempdir=$(mktemp -d /tmp/wheelhouse-XXXXX) | ||
$ (cd $tempdir; tar -xvf /path/to/bundled.tar.bz2) | ||
$ python -m pip install --force-reinstall --no-index --no-deps $tempdir/* | ||
``` | ||
```` | ||
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Note that such a wheelhouse contains compiled packages, which are typically | ||
OS and architecture-specific, so these archives are not necessarily portable | ||
across machines. | ||
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Hash-checking mode can also be used along with this method (since this uses a | ||
requirements file as well), to ensure that future archives are built with | ||
identical packages. | ||
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```{warning} | ||
Beware of the `setup_requires` keyword arg in {file}`setup.py`. The (rare) | ||
packages that use it will cause those dependencies to be downloaded by | ||
setuptools directly, skipping pip's protections. If you need to use such a | ||
package, see {ref}`Controlling setup_requires <controlling-setup-requires>`. | ||
``` |
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