PEP: 665 Title: A file format to list Python dependencies for reproducibility of an application Author: Brett Cannon , Pradyun Gedam , Tzu-ping Chung PEP-Delegate: Paul Moore Discussions-To: https://discuss.python.org/t/9911 Status: Draft Type: Standards Track Content-Type: text/x-rst Created: 29-Jul-2021 Post-History: 29-Jul-2021, 03-Nov-2021 Resolution: ======== Abstract ======== This PEP specifies a file format to specify the list of Python package installation requirements for an application, and the relation between the specified requirements. The list of requirements is considered exhaustive for the installation target, and thus not requiring any information beyond the platform being installed for, and the file itself. The file format is flexible enough to allow installing the requirements across different platforms, which guarantees reproducibility on multiple platforms from the same file. =========== Terminology =========== There are several terms whose definition must be agreed upon in order to facilitate a discussion on the topic of this PEP. A *package* is something you install as a dependency and use via the import system. The packages on PyPI are an example of this. An *application* or *app* is an end product that other external code does not directly rely on via the import system (i.e. they are standalone). Desktop applications, command-line tools, etc. are examples. A *lock file* records the packages that are to be installed for an app. Traditionally, the exact version of the package to be installed is specified by a lock file, but all specified packages are not always installed on a given platform (according a filtering logic described in a later section), which enables the lock file to describe reproducibility across multiple platforms. Examples of this are ``package-lock.json`` from npm_, ``Poetry.lock`` from Poetry, etc. *Locking* is the act of taking the input of the packages an app depends on and producting a lock file from that. A *locker* is a tool which produces a lock file. An *installer* consumes a lock file to install what the lock file specifies. ========== Motivation ========== Applications want reproducible installs for a few reasons (we are not worrying about package development, integration into larger systems that would handle locking dependencies external to the Python application, or other situations where *flexible* installation requirements are desired over strict, reproducible installations). One, reproducibility eases development. When you and your fellow developers all end up with the same files on a specific platform, you make sure you are all developing towards the same experience for the application. You also want your users to install the same files as you expect to guarantee the experience is the same as you developed for them. Two, you want to be able to reproduce what gets installed across multiple platforms. Thanks to Python's portability across operating systems, CPUs, etc., it is very easy and often desirable to create applications that are not restricted to a single platform. Thus, you want to be flexible enough to allow for differences in your package dependencies between platforms, while still having consistency and reproducibility on any one specific platform. Three, reproducibility is more secure. When you control exactly what files are installed, you can make sure no malicious actor is attempting to slip nefarious code into your application (i.e. some supply chain attacks). By making a lock file which always leads to reproducible installs, we can avoid certain risks entirely. Four, relying on wheels provides reproducibility without requiring build tools to support reproducibility as well. Thanks to wheels being static and not executing code as part of installation, wheels always lead to a reproducible result. Compare this to source distributions (aka sdists) or source trees which only lead to a reproducible install if their build tool supports reproducibility due to inherent code execution. Unfortunately the vast majority of build tools do not support reproducible builds, so this PEP helps alleviate that issue by only relying on wheels. This PEP proposes a standard for a lock file, as the current solutions don't meet the outlined goals. Today, the closest we come to a lock file standard is the `requirements file format`_ from pip. Unfortunately, that format does not lead to inherently reproducible installs (it requires optional features both in the requirements file and the installer itself, to be discussed later). The community itself has also shown a need for lock files based on the fact that multiple tools have independently created their own lock file formats: #. PDM_ #. `pip-tools`_ #. Pipenv_ #. Poetry_ #. Pyflow_ Unfortunately, those tools all use differing lock file formats. This means tooling around these tools much be unique. This impacts tooling such as code editors and hosting providers, which want to be as flexible as possible when it comes to accepting a user's application code, but also have a limit as to how much development resource they can spend to add support for yet another lock file format. A standardized format would allow tools to focus their work on a single target, and make sure that workflow decisions made by developers outside of the lock file format are of no concern to e.g. hosting providers. Other programming language communities have also shown the usefulness of lock files by developing their own solution to this problem. Some of those communities include: #. Dart_ #. npm_/Node #. Go #. Rust_ The trend in programming languages in the past decade seems to have been toward providing a lock file solution. ========= Rationale ========= ----------- File Format ----------- We wanted the file format to be easy to read as a diff when auditing a change to the lock file. As such, and thanks to PEP 518 and ``pyproject.toml``, we decided to go with the TOML_ file format. ----------------- Secure by Design ----------------- Viewing the `requirements file format`_ as the closest we have to a lock file standard, there are a few issues with the file format when it comes to security. First is that the file format simply does not require you specify the exact version of a package. This is why tools like `pip-tools`_ exist to help manage that for the user. Second, you must opt into specifying what files may be installed by using the ``--hash`` argument for a specific dependency. This is also optional with pip-tools as it requires specifying the ``--generate-hashes`` CLI argument. Third, even when you control what files may be installed, it does not prevent other packages from being installed. If a dependency is not listed in the requirements file, pip will happily go searching for a file to meet that need, unless you specify ``--no-deps`` as an argument. Fourth, the format allows for installing a `source distribution file`_ (aka "sdist"). By its very nature, installing an sdist may imply executing arbitrary Python code, meaning that there is no control over what files may be installed. Only by specifying ``--only-binary :all:`` can you guarantee pip to only use a `wheel file`_ for each package. To recap, in order for a requirements file to be as secure as what is being proposed, a user should always do the following steps: #. Use pip-tools and its command ``pip-compile --generate-hashes`` #. Install the requirements file using ``pip install --no-deps --only-binary :all:`` Critically, all of those flags, and both specificity and exhaustion of what to install that pip-tools provides, are optional. As such, the proposal raised in this PEP is secure by design to combat some supply chain attacks. Hashes for files which would be used to install from are **required**. You can **only** install from wheels to unambiguously define what files will be placed in the file system. Installers **must** have an unambiguous installation from a lock file for a given platform. -------------- Cross-Platform -------------- Various projects which already have a lock file, like PDM_ and Poetry_, provide a lock file which is *cross-platform*. This allows for a single lock file to work on multiple platforms while still leading to exact same top-level requirements to be installed everywhere while the installation being consistent/unambiguous on each platform. As to why this is useful, let's use an example involving PyWeek_ (a week-long game development competition). We assume you are developing on Linux, while someone you choose to partner with is using macOS. Now assume the judges are using Windows. How do you make sure everyone is using the same top-level dependencies, while allowing for any platform-specific requirements (e.g. a package requires a helper package under Windows)? With a cross-platform lock file, you can make sure that the key requirements are met consistently across all platforms. You can then also make sure that all users on the same platform get the same reproducible installation. ---------------- Simple Installer ---------------- The separation of concerns between a locker and an installer allows for an installer to have a much simpler operation to perform. As such, it not only allows for installers to be easier to write, but facilitates in making sure installers create unambiguous, reproducible installations. The installer can also expend less computation/energy in creating the installation. This is beneficial not only for faster installs, but also from an energy consumption perspective, as installers are expected to be run more often than lockers. This has led to a design where the locker must do more work upfront to benefit installers. It also means the complexity of package dependencies is simpler and easier to comprehend to avoid ambiguity. ----------------------- As Flexible as Possible ----------------------- Realizing that workflows vary greatly between companies, projects, and even people, this PEP tries to be strict where it's important and undefined/flexible everywhere else. As such, this PEP is strict where it is important for reproducibility and compatibilitiy, but does not specify any restrictions in other situations not covered by this PEP; if the PEP does not specifically state something then it is assumed to be up to the locker or installer to decide what is best. ============= Specification ============= ------- Details ------- Lock files MUST use the TOML_ file format. This not only prevents the need to have another file format in the Python packaging ecosystem, thanks to its adoption by PEP 518 for ``pyproject.toml``, but also assists in making lock files more human-readable. Lock files MUST end their file names with ``.pylock.toml``. The ``.toml`` part unambiguously distinguishes the format of the file, and helps tools like code editors support the file appropriately. The ``.pylock`` part distinguishes the file from other TOML files the user has, to make logic easier for tools to create functionalities specific to Python lock files, instead of TOML files in general. The following sections are the top-level keys of the TOML file data format. Any field not listed as required is considered optional. ``version`` =========== This field is **required**. The version of the lock file being used. The key MUST be a string consisting of a number that follows the same formatting as the ``Metadata-Version`` key in the `core metadata spec`_. The value MUST be set to ``"1.0"`` until a future PEP allows for a different value. The introduction of a new *optional* key SHOULD increase the minor version. The introduction of a new required key or changing the format MUST increase the major version. How to handle other scenarios is left as a per-PEP decision. Installers MUST warn the user if the lock file specifies a version whose major version is support but whose minor version is unsupported/unrecognized (e.g. the installer supports ``"1.0"``, but the lock file specifies ``"1.1"``). Installers MUST raise an error if the lock file specifies a major version which is unsupported (e.g. the installer supports ``"1.9"`` but the lock file specifies ``"2.0"``). ``created-at`` ============== This field is **required**. The timestamp for when the lock file was generated (using TOML's native timestamp type). It MUST be recorded using the UTC time zone to avoid ambiguity. If the SOURCE_DATE_EPOCH_ environment variable is set, it MUST be used as the timestamp by the locker. This facilitates reproducibility of the lock file itself. ``[tool]`` ========== Tools may create their own sub-tables under the ``tool`` table. The rules for this table match those for ``pyproject.toml`` and its ``[tool]`` table from the `build system declaration spec`_. ``[metadata]`` ============== This table is **required**. A table containing data applying to the overall lock file. ``metadata.marker`` ------------------- A key storing a string containing an environment marker as specified in the `dependency specifier spec`_. The locker MAY specify an environment marker which specifies any restrictions the lock file was generated under. If the installer is installing for an environment which does not satisfy the specified environment marker, the installer MUST raise an error as the lock file does not support the environment. ``metadata.tag`` ---------------- A key storing a string specifying `platform compatibility tags`_ (i.e. wheel tags). The tag MAY be a compressed tag set. The locker MAY specify a tag (set) which specify which platform(s) the lock file supports. If the installer is installing for an environment which does not satisfy the specified tag (set), the installer MUST raise an error as the lock file does not support the environment. ``metadata.requires`` --------------------- This field is **required**. An array of strings following the `dependency specifier spec`_. This array represents the top-level package dependencies of the lock file and thus the root of the dependency graph. ``metadata.requires-python`` ---------------------------- A string specifying the support version(s) of Python for this lock file. It follows the same format as that specified for the ``Requires-Python`` field in the `core metadata spec`_. ``[[package._name_._version_]]`` ================================ This array is **required**. An array per package and version containing details for the potential (wheel) files to install (as represented by ``_name_`` and ``_version_``, respectively). Lockers must MUST normalize a project's name according to the `simple repository API`_. If extras are specified as part of the project to install, the extras are to be included in the key name and are to be sorted in lexicographic order. Within the file, the tables for the projects SHOULD be sorted by: #. Project/key name in lexicographic order #. Package version, newest/highest to older/lowest according to the `version specifiers spec`_ #. Optional dependencies (extras) via lexicographic order #. File name based on the ``filename`` or ``url`` field (discussed below) All of this is to help minimize diff changes between tool executions. ``package._name_._version_.url`` -------------------------------- A string representing a URL where to get the file. The installer MAY support any schemes it wants for URLs (e.g. ``file:`` as well as ``https:``). An installer MAY choose to not use the URL to retrieve a file if a file matching the specified hash can be found using some alternative means (e.g. on the file system in a cache directory). ``package._name_._version_.filename`` ------------------------------------- This field is **required**. A string representing the name of the file as represented by an entry in the array. This field is required to simplify installers as the file name is required to resolve wheel tags derived from the file name. It also guarantees that the association of the array entry to the file it is meant for is always clear. ``package._name_._version_.direct`` ----------------------------------- A boolean representing whether an installer should consider the project installed "directly" as specified by the `direct URL origin of installed distributions spec`_. If the key is true, then the installer MUST follow the `direct URL origin of installed distributions spec`_ for recording the installation as "direct". ``[package._name_._version_.hashes]`` ------------------------------------- This table is **required**. A table with keys specifying hash algorithms and values as the hash for the file represented by this entry in the ``package._name_._version_`` table. Lockers SHOULD list hashes in lexicographic order. This is to help minimize diff sizes and the potential to overlook hash value changes. An installer MUST only install a file which matches one of the specified hashes. ``package._name_._version_.requires`` ------------------------------------- An array of strings following the `dependency specifier spec`_ which represent the dependencies of this file. ``package._name_._version_.requires-python`` -------------------------------------------- A string specifying the support version(s) of Python for this file. It follows the same format as that specified for the ``Requires-Python`` field in the `core metadata spec`_. ------- Example ------- :: version = "1.0" created-at = 2021-10-19T22:33:45.520739+00:00 [tool] # Tool-specific table ala PEP 518's `[tool]` table. [metadata] requires = ["mousebender"] requires-python = ">=3.6" [[package.attrs."21.2.0"]] url = "https://files.pythonhosted.org/packages/20/a9/ba6f1cd1a1517ff022b35acd6a7e4246371dfab08b8e42b829b6d07913cc/attrs-21.2.0-py2.py3-none-any.whl" filename = "attrs-21.2.0-py2.py3-none-any.whl" hashes.sha256 = "149e90d6d8ac20db7a955ad60cf0e6881a3f20d37096140088356da6c716b0b1" [[package.mousebender."2.0.0"]] url = "https://files.pythonhosted.org/packages/f4/b3/f6fdbff6395e9b77b5619160180489410fb2f42f41272994353e7ecf5bdf/mousebender-2.0.0-py3-none-any.whl" filename = "mousebender-2.0.0-py3-none-any.whl" hashes.sha256 = "a6f9adfbd17bfb0e6bb5de9a27083e01dfb86ed9c3861e04143d9fd6db373f7c" requires = ["attrs", "packaging"] [[package.packaging."20.9"]] url = "https://files.pythonhosted.org/packages/3e/89/7ea760b4daa42653ece2380531c90f64788d979110a2ab51049d92f408af/packaging-20.9-py2.py3-none-any.whl" filename = "packaging-20.9-py2.py3-none-any.whl" hashes.blake-256 = "3e897ea760b4daa42653ece2380531c90f64788d979110a2ab51049d92f408af" hashes.sha256 = "67714da7f7bc052e064859c05c595155bd1ee9f69f76557e21f051443c20947a" requires = ["pyparsing"] [[package.pyparsing."2.4.7"]] url = "https://files.pythonhosted.org/packages/8a/bb/488841f56197b13700afd5658fc279a2025a39e22449b7cf29864669b15d/pyparsing-2.4.7-py2.py3-none-any.whl" filename = "pyparsing-2.4.7-py2.py3-none-any.whl" hashes.sha256="ef9d7589ef3c200abe66653d3f1ab1033c3c419ae9b9bdb1240a85b024efc88b" ------------------------ Expectations for Lockers ------------------------ Lockers MUST create lock files for which a topological sort of the packages which qualify for installation on the specified platform results in a graph for which only a single version of any package is possible and there is at least one compatible file to install for those packages. This equates to a lock file that which is acceptable based on ``metadata.marker``, ``metadata.tag``, and ``metadata.requires-python`` will have a list of package versions after evaluating environment markers and eliminating unsupported files for which the only decision the installer will need to make is which file to use for the package (which is outlined below). This means that lockers are expected to utilize ``metadata.marker``, ``metadata.tag``, and ``metadata.requires-python`` as appropriate as well as environment markers specified via ``requires`` and Python version requirements via ``requires-python`` to enforce this result for installers. Put another way, the information used in the lock file is not expected to be pristine/raw from the locker's input and instead is to be changed as necessary to the benefit of the locker's goals. --------------------------- Expectations for Installers --------------------------- The expected algorithm for resolving what to install is: #. Construct a dependency graph based on the data in the lock file with ``metadata.requires`` as the starting/root point. #. Eliminate all (wheel) files that are unsupported by the specified platform. #. Eliminate all irrelevant edges between packages based on marker evaluation. #. Raise an error if a package version is still reachable from the root of the dependency graph but lacks any compatible (wheel) file. #. Verify that all packages left only have one version to install, raising an error otherwise. #. Install the best-fitting wheel file for each package which remains. Installers MUST follow a deterministic algorithm for determining what the "best-fitting wheel file" is. A simple solution for this is to rely upon the `packaging project `__ and its ``packaging.tags`` module to determine wheel file precedence. Installers MUST support installing into an empty environment. Installers MAY support installing into an environment that already contains installed packages (and whatever that would entail). ======================== (Potential) Tool Support ======================== The pip_ team has `said `__ they are interested in supporting this PEP if accepted. The current proposal for pip may even `supplant the need `__ for `pip-tools`_. PDM_ has also said they would `support the PEP `__ if accepted. Pyflow_ has said they `"like the idea" `__ of the PEP. Poetry_ has said they would **not** support the PEP as-is because `"Poetry supports sdists files, directory and VCS dependencies which are not supported" `__. Recording requirements at the file level, which is on purpose to better reflect what can occur when it comes to dependencies, `"is contradictory to the design of Poetry" `__. This also excludes export support to a this PEP's lock file from Poetry as `"Poetry exports the information present in the poetry.lock file into another format" `__ and sdists and source trees are included in `poetry.lock` files, thus it is not a clean translation from Poetry's lock file to this PEP's lock file format. ======================= Backwards Compatibility ======================= As there is no pre-existing specification regarding lock files, there are no explicit backwards compatibility concerns. As for pre-existing tools that have their own lock file, some updating will be required. Most document the lock file name, but not its contents. For projects which do not commit their lock file to version control, they will need to update the equivalent of their ``.gitignore`` file. For projects that do commit their lock file to version control, what file(s) get committed will need an update. For projects which do document their lock file format like pipenv_, they will very likely need a major version release which changes the lock file format. Specifically for Poetry_, it has an `export command `_ which should allow Poetry to support this lock file format even if the project chooses not to adopt this PEP as Poetry's primary lock file format. ===================== Security Implications ===================== A lock file should not introduce security issues but instead help solve them. By requiring the recording of hashes for files, a lock file is able to help prevent tampering with code since the hash details were recorded. A lock file also helps prevent unexpected package updates being installed which may be malicious. ================= How to Teach This ================= Teaching of this PEP will very much be dependent on the lockers and installers being used for day-to-day use. Conceptually, though, users could be taught that a lock file specifies what should be installed for a project to work. The benefits of consistency and security should be emphasized to help users realize why they should care about lock files. ======================== Reference Implementation ======================== No proof-of-concept or reference implementation currently exists. An example locker and installer will be provided before this PEP is fully accepted (although this is not a necessarily a requirement for conditional acceptance). ============== Rejected Ideas ============== ---------------------------- File Formats Other Than TOML ---------------------------- JSON_ was briefly considered, but due to: #. TOML already being used for ``pyproject.toml`` #. TOML being more human-readable #. TOML leading to better diffs the decision was made to go with TOML. There was some concern over Python's standard library lacking a TOML parser, but most packaging tools already use a TOML parser thanks to ``pyproject.toml`` so this issue did not seem to be a showstopper. Some have also argued against this concern in the past by the fact that if packaging tools abhor installing dependencies and feel they can't vendor a package then the packaging ecosystem has much bigger issues to rectify than needing to depend on a third-party TOML parser. -------------------------- Alternative Naming Schemes -------------------------- Specifying a directory to install file to was considered, but ultimately rejected due to people's distaste for the idea. It was also suggested to not have a special file name suffix, but it was decided that hurt discoverability by tools too much. ----------------------------- Supporting a Single Lock File ----------------------------- At one point the idea of only supporting single lock file which contained all possible lock information was considered. But it quickly became apparent that trying to devise a data format which could encompass both a lock file format which could support multiple environments as well as strict lock outcomes for reproducible builds would become quite complex and cumbersome. The idea of supporting a directory of lock files as well as a single lock file named ``pyproject-lock.toml`` was also considered. But any possible simplicity from skipping the directory in the case of a single lock file seemed unnecessary. Trying to define appropriate logic for what should be the ``pyproject-lock.toml`` file and what should go into ``pyproject-lock.d`` seemed unnecessarily complicated. ----------------------------------------------- Using a Flat List Instead of a Dependency Graph ----------------------------------------------- The first version of this PEP proposed that the lock file have no concept of a dependency graph. Instead, the lock file would list exactly what should be installed for a specific platform such that installers did not have to make any decisions about *what* to install, only validating that the lock file would work for the target platform. This idea was eventually rejected due to the number of combinations of potential PEP 508 environment markers. The decision was made that trying to have lockers generate all possible combinations as individual lock files when a project wants to be cross-platform would be too much. ------------------------------- Use Wheel Tags in the File Name ------------------------------- Instead of having the ``metadata.tag`` field there was a suggestion of encoding the tags into the file name. But due to the addition of the ``metadata.marker`` field and what to do when no tags were needed, the idea was dropped. ---------------------------------- Alternative Names for ``requires`` ---------------------------------- Some other names for what became ``requires`` were ``installs``, ``needs``, and ``dependencies``. Initially this PEP chose ``needs`` after asking a Python beginner which term they preferred. But based on feedback on an earlier draft of this PEP, ``requires`` was chosen as the term. ----------------- Accepting PEP 650 ----------------- PEP 650 was an earlier attempt at trying to tackle this problem by specifying an API for installers instead of standardizing on a lock file format (ala PEP 517). The `initial response `__ to PEP 650 could be considered mild/lukewarm. People seemed to be consistently confused over which tools should provide what functionality to implement the PEP. It also potentially incurred more overhead as it would require executing Python APIs to perform any actions involving packaging. This PEP chooses to standardize around an artifact instead of an API (ala PEP 621). This would allow for more tool integrations as it removes the need to specifically use Python to do things such as create a lock file, update it, or even install packages listed in a lock file. It also allows for easier introspection by forcing dependency graph details to be written in a human-readable format. It also allows for easier sharing of knowledge by standardizing what people need to know more (e.g. tutorials become more portable between tools when it comes to understanding the artifact they produce). It's also simply the approach other language communities have taken and seem to be happy with. ------------------------------------------------------- Specifying Requirements per Package Instead of per File ------------------------------------------------------- An earlier draft of this PEP specified dependencies at the package level instead of per (wheel) file. While this has traditionally been how packaging systems work, it actually did not reflect accurately how things are specified. As such, this PEP was subsequently updated to reflect the granularity that dependencies can truly be specified at. ---------------------------------- Specify Where Lockers Gather Input ---------------------------------- This PEP does not specify how a locker gets its input. An initial suggestion was to partially reuse PEP 621, but due to disagreements on how flexible the potential input should be in terms of specifying things such as indexes, etc., it was decided this would best be left to a separate PEP. =========== Open Issues =========== ------------------------------------------------------------------------------------- Allowing Source Distributions and Source Trees to be an Opt-In, Supported File Format ------------------------------------------------------------------------------------- For security reproducibility reasons this PEP only considers supporting installation from wheel files. Installing from either an sdist or source tree requires arbitrary code execution during installation, unknown files to be installed, and an unknown set of dependencies. Those issues all run counter to guaranteeing users get the same files for the same platform as well as making sure they are receiving the expected files. To deal with this issue, people would need to build their own wheels from sdists and cache them. Then the lockers would record the hashes of those wheels and the installers would then be expected to use those wheels. Another option is to allow sdists (and potentially source trees) be listed as support file formats, but have them marked as insecure in the lock file and require the installer force the user to opt into using insecure file formats. Unfortunately because sdists which don't necessarily follow version 2.2 of the `core metadata spec`_ for their ``PKG-INFO`` file will have unknown dependencies, breaking the guarantee that results will be reproducible thanks to potential arbitrary calculations of those dependencies. And even if an sdist did follow the latest spec, they could still list their requirements as dynamic, still making it impossible to statically know what should be installed. As such, installers would either have to have a full resolver to handle these dynamic cases or only sdists which follow version 2.2 of the core metadata spec **and** statically specify their dependencies could be listed. But at that point the project is probably capable of providing wheels, making support for sdists that much less important/useful. =============== Acknowledgments =============== Thanks to Frost Ming of PDM_ and Sébastien Eustace of Poetry_ for providing input around dynamic install-time resolution of PEP 508 requirements. Thanks to Kushal Das for making sure reproducible builds stayed a concern for this PEP. Thanks to Andrea McInnes for initially settling the bikeshedding and choosing the paint colour of ``needs`` (at which point that caused people to rally around the ``requires`` colour). ========= Copyright ========= This document is placed in the public domain or under the CC0-1.0-Universal license, whichever is more permissive. .. _build system declaration spec: https://packaging.python.org/specifications/declaring-build-dependencies/ .. _core metadata spec: https://packaging.python.org/specifications/core-metadata/ .. _Dart: https://dart.dev/ .. _dependency specifier spec: https://packaging.python.org/specifications/dependency-specifiers/ .. _direct URL origin of installed distributions spec: https://packaging.python.org/specifications/direct-url/ .. _Git: https://git-scm.com/ .. _Go: https://go.dev/ .. _JSON: https://www.json.org/ .. _npm: https://www.npmjs.com/ .. _PDM: https://pypi.org/project/pdm/ .. _pip: https://pip.pypa.io/ .. _pip-tools: https://pypi.org/project/pip-tools/ .. _Pipenv: https://pypi.org/project/pipenv/ .. _platform compatibility tags: https://packaging.python.org/specifications/platform-compatibility-tags/ .. _Poetry: https://pypi.org/project/poetry/ .. _Pyflow: https://pypi.org/project/pyflow/ .. _PyWeek: https://pyweek.org/ .. _requirements file format: https://pip.pypa.io/en/latest/reference/requirements-file-format/ .. _Rust: https://www.rust-lang.org/ .. _SecureDrop: https://securedrop.org/ .. _simple repository API: https://packaging.python.org/specifications/simple-repository-api/ .. _source distribution file: https://packaging.python.org/specifications/source-distribution-format/ .. _SOURCE_DATE_EPOCH: https://reproducible-builds.org/specs/source-date-epoch/ .. _TOML: https://toml.io .. _version specifiers spec: https://packaging.python.org/specifications/version-specifiers/ .. _wheel file: https://packaging.python.org/specifications/binary-distribution-format/ .. 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