|Title:||Extensible customizations of the interpreter at startup|
|Author:||Mario Corchero <mariocj89 at gmail.com>|
|Post-History:||python-ideas: 16th Dec. python-dev: 18th Dec.|
- Why __sitecustomize__
- Discovering the new __sitecustomize__ directories
- Time of __sitecustomize__ discovery
- Order of execution within __sitecustomize__
- Interaction with pth files
- Execution of files within __sitecustomize__
- Failure handling
- Interaction with virtual environments
- Interaction with sitecustomize.py and usercustomize.py
- Identifying all installed files
- Files naming convention
- Disabling start files
- Support in build backends
- Impact on startup time
- Audit Event
- Security implications
- How to teach this
- Backward compatibility
- Reference Implementation
- Rejected Ideas
This PEP proposes supporting extensible customization of the interpreter by allowing users to install files that will be executed at startup.
System administrators, tools that repackage the interpreter and some libraries need to customize aspects of the interpreter at startup time.
This is usually achieved via sitecustomize.py for system administrators whilst libraries rely on exploiting pth files. This PEP proposes a way of achieving the same functionality in a more user-friendly and structured way.
If a library needs to perform any customization before an import or that relates to the general working of the interpreter, they often rely on the fact that pth files, which are loaded at startup and implemented via the site module , can include Python code that will be executed when the pth file is evaluated.
Note that pth files were originally developed to just add additional directories to sys.path, but they may also contain lines which start with "import", which will be passed to exec(). Users have exploited this feature to allow the customizations that they needed. See setuptools  or betterexceptions  as examples.
Using pth files for this purpose is far from ideal for library developers, as they need to inject code into a single line preceded by an import, making it rather unreadable. Library developers following that practice will usually create a module that performs all actions on import, as done by betterexceptions , but the approach is still not really user friendly.
Additionally, it is also non-ideal for users of the interpreter if they want to inspect what is being executed at Python startup as they need to review all the pth files for potential code execution which can be spread across all site paths. Most of those pth files will be "legitimate" pth files that just modify the path, answering the question of "what is changing my interpreter at startup" a rather complex one.
Whilst sitecustomize is an acceptable solution, it assumes a single person is in charge of the system and the interpreter. If both the system administrator and the responsibility of provisioning the interpreter want to add customizations at the interpreter startup they need to agree on the contents of the file and combine all the changes. This is not a major limitation though, and it is not the main driver of this change. Should the change happen, it will also improve the situation for these users, as rather than having a sitecustomize.py which performs all those actions, they can have custom isolated files named after the features they want to enhance. As an example, Ubuntu could change their current sitecustomize.py to just be ubuntu_apport_python_hook. This not only better represents its intent but also gives users of the interpreter a better understanding of the modifications happening on their interpreter.
This PEP proposes supporting extensible customization of the interpreter at startup by executing all files discovered in directories named __sitecustomize__ in sitepackages  or usersitepackages  at startup time.
The name aims to follow the already existing concept of sitecustomize.py. As the directory will be within sys.path, given that it is located in site paths, we choose to use double underscore around its name, to prevent colliding with the already existing sitecustomize.py.
The Python interpreter will look at startup for directory named __sitecustomize__ within any of the standard site-packages path.
These are commonly the Python system location and the user location, but are ultimately defined by the site module logic.
The __sitecustomize__ directories will be discovered exactly after pth files are discovered in a site-packages path as part of site.addsitedir .
These is repeated for each of the site-packages path in the exact same order that is being followed today for pth files.
The implementation will execute the files within __sitecustomize__ by sorting them by name when discovering each of the __sitecustomize__ directories. We discourage users to rely on the order of execution though.
We considered executing them in random order, but that could result in different results depending on how the interpreter chooses to pick up those files. So even if it won't be a good practice to rely on other files being executed, we think that is better than having randomly different results on interpreter startup. We chose to run the files after the pth files in case a user needs to add items to the path before running a files.
pth files can be used to add paths into sys.path, but this should not affect the __sitecustomize__ discovery process, as those directories are looked up exclusively in site-packages paths.
When a __sitecustomize__ directory is discovered, all of the files that have a .py extension within it will be read with io.open_code and executed by using exec .
An empty dictionary will be passed as globals to the exec function to prevent unexpected interactions between different files.
Any error on the execution of any of the files will not be logged unless the interpreter is run in verbose mode and it should not stop the evaluation of other files. The user will receive a message in stderr saying that the file failed to be executed and that verbose mode can be used to get more information. This behaviour mimics the one existing for sitecustomize.py.
The customizations applied to an interpreter via the new __sitecustomize__ solutions will continue to work when an user creates a virtual environment the same way that sitecustomize.py interact with virtual environments.
This is a difference when compared to pth files, which are not propagated into virtual environments unless include-system-site-packages is enabled.
If library maintainers have features installed via __sitecustomize__ that they do not want to propagate into virtual environments, they should detect if they are running within a virtual environment by checking sys.prefix == sys.base_prefix. This behavior is similar to packages that modify the global sitecustomize.py.
Until removed, sitecustomize and usercustomize will be executed after __sitecustomize__ similar to pth files. See the Backward compatibility section for information on removal plans for sitecustomize and usercustomize.
To facilitate debugging of the Python startup, if the site module is invoked it will print the __sitecustomize__ directories that will be discovered on startup.
Packages will be encouraged to include the name of the package within the name of the file to avoid collisions between packages. But the only requirement on the filename is that it ends in .py for the interpreter to execute them.
In some scenarios, like when the startup time is key, it might be desired to disable this option altogether. The already existing flag -S  will disable all site-related manipulation, including this new feature. If the flag is passed in, __sitecustomize__ directories will not be discovered.
Additionally, to allow for starting the interpreter disabling only this new feature a new option will be added under -X: disablesitecustomize, which will disable the discovery of __sitecustomize__ exclusively.
Lastly, the user can disable the discovery of __sitecustomize__ directories only in the user site by disabling the user site via any of the multiple options in the site.py module.
Whilst build backends can choose to provide an option to facilitate the installation of these files into a __sitecustomize__ directory, this PEP does not address that directly. Similar to pth files, build backends can choose to not provide an easy to configure mechanism for __sitecustomize__ files and let users hook into the installation process to include such files. We do not think build backends enhanced support as a requirement for this PEP.
A concern in this implementation is how Python interpreter startup time can be affected by this addition. We expect the performance impact to be highly coupled to the logic in the files that a user or sysadmin installs in the Python environment being tested.
If the interpreter has any files in their __sitecustomize__ directory, the file execution time plus a call reading the code will be added to the startup time. This is similar to how code execution is impacting startup time through sitecustomize.py, usercustomize.py and code in pth files. We will therefore focus here on comparing this solution against those three, as otherwise the actual time added to startup is highly dependent on the code that is being executed in those files.
Results were gathered by running "./python.exe -c pass" with perf on 50 iterations, repeating 50 times the command on each iteration and getting the geometric mean of all the results. The file used to run those benchmarks is checked in in the reference implementation .
The benchmark was run with 3.10 alpha 7 compiled with PGO and LTO with the following parameters and system state:
- Perf event: Max sample rate set to 1 per second
- CPU Frequency: Minimum frequency of CPU 17,35 set to the maximum frequency
- Turbo Boost (MSR): Turbo Boost disabled on CPU 17: MSR 0x1a0 set to 0x4000850089
- IRQ affinity: Set default affinity to CPU 0-16,18-34
- IRQ affinity: Set affinity of IRQ 1,3-16,21,25-31,56-59,68-85,87,89-90,92-93,95-104 to CPU 0-16,18-34
- CPU: use 2 logical CPUs: 17,35
- Perf event: Maximum sample rate: 1 per second
- ASLR: Full randomization
- Linux scheduler: Isolated CPUs (2/36): 17,35
- Linux scheduler: RCU disabled on CPUs (2/36): 17,35
- CPU Frequency: 0-16,18-34=min=1200 MHz, max=3600 MHz; 17,35=min=max=3600 MHz
- Turbo Boost (MSR): CPU 17,35: disabled
The code placed to be executed in pth files, sitecustomize.py, usercustomize.py and files within __sitecustomize__ is the following:
import time; x = time.time() ** 5
The file is aimed at execution a simple operation but still expected to be negligible. This is to put the experiment in a situation where we make visible any hit on performance due to the mechanism whilst still making it relatively realistic. Additionally, it starts with an import and is a single line to be able to be used in pth files.
|Test||# of files||Time (us)|
|#||sitecustomize.py||usercustomize.py||pth||__sitecustomize__||Run 1||Run 2|
|1||0||0||0||Dir not created||13884||13897|
|6||0||0||0||2 (system + user)||14063||14040|
Results can be reproduced with run-benchmark.py script provided in the reference implementation .
We interpret the following from these results:
- Using two __sitecustomize__ scripts compared to sitecustomize.py and usercustomize.py slows down the interpreter by 0.3%. We expect this slowdown until sitecustomize.py and usercustomize.py are removed in a future release as even if the user does not create the files, the interpreter will still attempt to import them.
- With the arbitrary 50 pth files with code tested, moving those to __sitecustomize__ produces a speedup of ~3.5% in startup. Which is likely related to the simpler logic to evaluate __sitecustomize__ files compared to pth file execution.
- In general all measurements show that there is a low impact on startup time with this addition.
A new audit event will be added and triggered on __sitecustomize__ execution to facilitate security inspection by calling sys.audit  with "sitecustimze.exec_file" as name and the filename as argument.
This PEP aims to move all code execution from pth files to files within a __customize__ directory. We think this is an improvement to system admins for the following reasons:
- Allows to quickly identify the code being executed at startup time by the interpreter by looking into a single directory rather than having to scan all pth files.
- Allows to track usage of this feature through the new proposed audit event.
- Gives finer grain control by allowing to tune permissions on the __sitecustomize__ directory, potentially allowing users to install only packages that does not change the interpreter startup.
In short, whilst this allows for a malicious users to drop a file that will be executed at startup, it's an improvement compared to the existing pth files.
This can be documented and taught as simple as saying that the interpreter will try to look for the __sitecustomize__ directory at startup in its site paths and if it finds any files with .py extension, it will then execute it one by one.
For system administrators and tools that package the interpreter, we can now recommend placing files in __sitecustomize__ as they used to place sitecustomize.py. Being more comfortable on that their content won't be overridden by the next person, as they can provide with specific files to handle the logic they want to customize.
Library developers should be able to specify a new argument on tools like setuptools that will inject those new files. Something like sitecustomize_files=["scripts/betterexceptions.py"], which allows them to add those. Should the build backend not support that, they can manually install them as they used to do with pth files. We will recommend them to include the name of the package as part of the file's name.
This PEP adds a deprecation warning on sitecustomize.py, usercustomize.py and pth code execution in 3.11, 3.12 and 3.13. With plans on removing those features by 3.14. The migration from those solutions to __sitecustomize__ should ideally be just moving the logic into a different file.
Whilst the existing sitecustomize.py mechanism was created targeting System Administrators that placed it in a site path, the file could be actually placed anywhere in the path at the time that the interpreter was starting up. The new mechanism does not allow for users to place __sitecustomize__ directories anywhere in the path, but only in site paths. System administrators can recover a similar behavior to sitecustomize.py by adding a custom file in __sitecustomize__ which just imports sitecustomize as a migration path.
An initial implementation that passes the CPython test suite is available for evaluation .
This implementation is just for the reviewer to play with and check potential issues that this PEP could generate.
Whilst the current status "works" it presents the issues listed in the motivation. After analyzing the impact of this change, we believe it is worth it, given the enhanced experience it brings.
Another option would be to just glorify and document the usage of pth files to inject code at startup code, but that is a suboptimal experience for users as listed in the motivation.
We considered making the directory a namespace package and just import all the modules within it, which allowed searching across all paths in sys.path at initialization time and provided a way to declare dependencies between files by importing each other. This was rejected for multiple reasons:
- This was unnecessarily broadening the list of paths where arbitrary files are executed.
- The logic brought additional complexity, like what to do if a package were to install an __init__.py file in one of the locations.
- It's cheaper to search for __sitecustomize__ as we are looking for pth files already in the site paths compared to performing an actual import of a namespace package.
init.d users might be tempted to implement this feature in a way that users could also add code at shutdown, but extra support for that is not needed, as Python users can already do that via atexit.
We considered extending the use of entry points to allow specifying files that should be executed at startup but we discarded that solution due to two main reasons. The first one being impact on startup time. This approach will require scanning all packages distribution information to just execute a handful of files. This has an impact on performance even if the user is not using the feature and such impact growths linearly with the number of packages installed in the environment. The second reason was that the proposed implementation in this PEP offers a single solution for startup customization for packages and system administrators. Additionally, if the main objective of entry points is to make it easy for libraries to install files at startup, that can still be added and make the build backends just install the files within the __sitecustomize__ directory.
This document is placed in the public domain or under the CC0-1.0-Universal license, whichever is more permissive.
Thanks Pablo Galindo for contributing to this PEP and offering his PC to run the benchmark.
|||(1, 2) https://github.com/Qix-/better-exceptions/blob/7b417527757d555faedc354c86d3b6fe449200c2/better_exceptions_hook.pth#L1|
|||(1, 2, 3) https://github.com/mariocj89/cpython/tree/pu/__sitecustomize__|
|||(1, 2) https://docs.python.org/3/library/site.html?highlight=site#site.getsitepackages|
|||(1, 2) https://docs.python.org/3/library/site.html?highlight=site#site.getusersitepackages|