Metadata-Version: 2.1 Name: universal_pathlib Version: 0.2.6 Summary: pathlib api extended to use fsspec backends Author-email: Andrew Fulton Maintainer: Norman Rzepka Maintainer-email: Andreas Poehlmann License: MIT License Project-URL: Homepage, https://github.com/fsspec/universal_pathlib Project-URL: Changelog, https://github.com/fsspec/universal_pathlib/blob/main/CHANGELOG.md Keywords: filesystem-spec,pathlib Classifier: Programming Language :: Python :: 3 Classifier: Programming Language :: Python :: 3.8 Classifier: Programming Language :: Python :: 3.9 Classifier: Programming Language :: Python :: 3.10 Classifier: Programming Language :: Python :: 3.11 Classifier: Programming Language :: Python :: 3.12 Classifier: Programming Language :: Python :: 3.13 Classifier: Development Status :: 4 - Beta Requires-Python: >=3.8 Description-Content-Type: text/markdown License-File: LICENSE Requires-Dist: fsspec!=2024.3.1,>=2022.1.0 Provides-Extra: tests Requires-Dist: pytest>=8; extra == "tests" Requires-Dist: pytest-sugar>=0.9.7; extra == "tests" Requires-Dist: pytest-cov>=4.1.0; extra == "tests" Requires-Dist: pytest-mock>=3.12.0; extra == "tests" Requires-Dist: pylint>=2.17.4; extra == "tests" Requires-Dist: mypy>=1.10.0; extra == "tests" Requires-Dist: pytest-mypy-plugins>=3.1.2; extra == "tests" Requires-Dist: packaging; extra == "tests" Provides-Extra: dev Requires-Dist: adlfs; extra == "dev" Requires-Dist: aiohttp; extra == "dev" Requires-Dist: requests; extra == "dev" Requires-Dist: gcsfs; extra == "dev" Requires-Dist: s3fs; extra == "dev" Requires-Dist: moto[s3,server]; extra == "dev" Requires-Dist: webdav4[fsspec]; extra == "dev" Requires-Dist: paramiko; extra == "dev" Requires-Dist: wsgidav; extra == "dev" Requires-Dist: cheroot; extra == "dev" Requires-Dist: pydantic; extra == "dev" Requires-Dist: pydantic-settings; extra == "dev" Requires-Dist: smbprotocol; extra == "dev" Requires-Dist: typing_extensions; python_version < "3.11" and extra == "dev" # Universal Pathlib [![PyPI](https://img.shields.io/pypi/v/universal_pathlib.svg)](https://pypi.org/project/universal_pathlib/) [![PyPI - Python Version](https://img.shields.io/pypi/pyversions/universal_pathlib)](https://pypi.org/project/universal_pathlib/) [![PyPI - License](https://img.shields.io/pypi/l/universal_pathlib)](https://github.com/fsspec/universal_pathlib/blob/main/LICENSE) [![Conda (channel only)](https://img.shields.io/conda/vn/conda-forge/universal_pathlib?label=conda)](https://anaconda.org/conda-forge/universal_pathlib) [![Tests](https://github.com/fsspec/universal_pathlib/actions/workflows/tests.yml/badge.svg)](https://github.com/fsspec/universal_pathlib/actions/workflows/tests.yml) [![GitHub issues](https://img.shields.io/github/issues/fsspec/universal_pathlib)](https://github.com/fsspec/universal_pathlib/issues) [![Codestyle black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) [![Changelog](https://img.shields.io/badge/changelog-Keep%20a%20Changelog-%23E05735)](./CHANGELOG.md) Universal Pathlib is a Python library that extends the [`pathlib.Path`][pathlib] API to support a variety of backend filesystems via [`filesystem_spec`][fsspec]. [pathlib]: https://docs.python.org/3/library/pathlib.html [fsspec]: https://filesystem-spec.readthedocs.io/en/latest/intro.html ## Installation Install the latest version of `universal_pathlib` with pip or conda. Please note that while this will install `fsspec` as a dependency, for some filesystems, you have to install additional packages. For example, to use S3, you need to install `s3fs`, or better depend on `fsspec[s3]`: ### PyPI ```bash python -m pip install universal_pathlib ``` ### conda ```bash conda install -c conda-forge universal_pathlib ``` ### Adding universal_pathlib to your project Below is a `pyproject.toml` based example for adding `universal_pathlib` to your project as a dependency if you want to use it with `s3` and `http` filesystems: ```toml [project] name = "myproject" requires-python = ">=3.8" dependencies = [ "universal_pathlib>=0.2.5", "fsspec[s3,http]", ] ``` See [filesystem_spec/pyproject.toml][fsspec-pyproject-toml] for an overview of the available fsspec extras. [fsspec-pyproject-toml]: https://github.com/fsspec/filesystem_spec/blob/master/pyproject.toml#L26 ## Basic Usage ```pycon # pip install universal_pathlib fsspec[s3] >>> from upath import UPath >>> >>> s3path = UPath("s3://test_bucket") / "example.txt" >>> s3path.name example.txt >>> s3path.stem example >>> s3path.suffix .txt >>> s3path.exists() True >>> s3path.read_text() 'Hello World' ``` For more examples, see the [example notebook here][example-notebook]. [example-notebook]: notebooks/examples.ipynb ### Currently supported filesystems (and protocols) - `file:` and `local:` Local filesystem - `memory:` Ephemeral filesystem in RAM - `az:`, `adl:`, `abfs:` and `abfss:` Azure Storage _(requires `adlfs`)_ - `data:` RFC 2397 style data URLs _(requires `fsspec>=2023.12.2`)_ - `github:` GitHub repository filesystem - `http:` and `https:` HTTP(S)-based filesystem - `hdfs:` Hadoop distributed filesystem - `gs:` and `gcs:` Google Cloud Storage _(requires `gcsfs`)_ - `s3:` and `s3a:` AWS S3 _(requires `s3fs` to be installed)_ - `sftp:` and `ssh:` SFTP and SSH filesystems _(requires `paramiko`)_ - `smb:` SMB filesystems _(requires `smbprotocol`)_ - `webdav`, `webdav+http:` and `webdav+https:` WebDAV-based filesystem on top of HTTP(S) _(requires `webdav4[fsspec]`)_ It is likely, that other fsspec-compatible filesystems are supported through the default implementation. But because they are not tested in the universal_pathlib test-suite, correct behavior is not guaranteed. If you encounter any issues with a specific filesystem using the default implementation, please open an issue. We are happy to add support for other filesystems via custom UPath implementations. And of course, contributions for new filesystems are welcome! ### Class hierarchy The class hierarchy for `UPath` implementations and their relation to the stdlib `pathlib` classes are visualized in the following diagram: ```mermaid flowchart TB subgraph s0[pathlib] A---> B A--> AP A--> AW B--> BP AP---> BP B--> BW AW---> BW end subgraph s1[upath] B ---> U U --> UP U --> UW BP --> UP BW --> UW U --> UL U --> US3 U --> UH U -.-> UO end A(PurePath) AP(PurePosixPath) AW(PureWindowsPath) B(Path) BP(PosixPath) BW(WindowsPath) U(UPath) UP(PosixUPath) UW(WindowsUPath) UL(FilePath) US3(S3Path) UH(HttpPath) UO(...Path) classDef np fill:#f7f7f7,stroke:#2166ac,stroke-width:2px,color:#333 classDef nu fill:#f7f7f7,stroke:#b2182b,stroke-width:2px,color:#333 class A,AP,AW,B,BP,BW,UP,UW np class U,UL,US3,UH,UO nu style UO stroke-dasharray: 3 3 style s0 fill:none,stroke:#07b,stroke-width:3px,stroke-dasharray:3,color:#07b style s1 fill:none,stroke:#d02,stroke-width:3px,stroke-dasharray:3,color:#d02 ``` When instantiating `UPath` the returned instance type is determined by the path, or better said, the "protocol" that was provided to the constructor. The `UPath` class will return a registered implementation for the protocol, if available. If no specialized implementation can be found but the protocol is available through `fsspec`, it will return a `UPath` instance and provide filesystem access with a default implementation. Please note the default implementation can not guarantee correct behavior for filesystems that are not tested in the test-suite. ### Local paths and url paths If a local path is provided `UPath` will return a `PosixUPath` or `WindowsUPath` instance. These two implementations are 100% compatible with the `PosixPath` and `WindowsPath` classes of their specific Python version. They're tested against a large subset of the CPython pathlib test-suite to ensure compatibility. If a local urlpath is provided, i.e. a "file://" or "local://" URI, the returned instance type will be a `FilePath` instance. This class is a subclass of `UPath` that provides file access via `LocalFileSystem` from `fsspec`. You can use it to ensure that all your local file access is done through `fsspec` as well. ### UPath public class API The public class interface of `UPath` extends `pathlib.Path` via attributes that simplify interaction with `filesystem_spec`. Think of the `UPath` class in terms of the following code: ```python from pathlib import Path from typing import Any, Mapping from fsspec import AbstractFileSystem class UPath(Path): # the real implementation is more complex, but this is the general idea @property def protocol(self) -> str: """The fsspec protocol for the path.""" @property def storage_options(self) -> Mapping[str, Any]: """The fsspec storage options for the path.""" @property def path(self) -> str: """The path that a fsspec filesystem can use.""" @property def fs(self) -> AbstractFileSystem: """The cached fsspec filesystem instance for the path.""" ``` These attributes are used to provide a public interface to move from the `UPath` instance to more fsspec specific code: ```python from upath import UPath from fsspec import filesystem p = UPath("s3://bucket/file.txt", anon=True) fs = filesystem(p.protocol, **p.storage_options) # equivalent to p.fs with fs.open(p.path) as f: data = f.read() ``` ## Advanced Usage If you want to create your own UPath implementations, there are multiple ways to customize your subclass behavior. Here are a few things to keep in mind when you create your own UPath implementation: ### UPath's constructor, `upath.registry`, and subclassing When instantiating `UPath(...)` the `UPath.__new__()` method determines the path protocol and returns a registered implementation for the protocol, if available. The registered implementations are mapped in the `upath.registry` module. When a protocol is not registered, `universal_pathlib` checks if the protocol is mapped to an `fsspec` filesystem. If so, it returns an instance of `UPath` and provides filesystem access through the default implementation. The protocol is determined by either looking at the URI scheme of the first argument to the constructor, or by using the `protocol` keyword argument: ```python from upath import UPath from upath.implementations.cloud import S3Path from upath.implementations.memory import MemoryPath p0 = UPath("s3://bucket/file.txt") assert p0.protocol == "s3" assert type(p0) is S3Path assert isinstance(p0, UPath) p1 = UPath("/some/path/file.txt", protocol="memory") assert p1.protocol == "memory" assert type(p1) is MemoryPath assert isinstance(p1, UPath) # the ftp filesystem current has no custom UPath implementation and is not # tested in the universal_pathlib test-suite. Therefore, the default UPath # implementation is returned, and a warning is emitted on instantiation. p2 = UPath("ftp://ftp.ncbi.nih.gov/snp/archive") assert p2.protocol == "ftp" assert type(p2) is UPath ``` This has some implications for custom UPath subclasses. We'll go through the two main cases where you might want to create a custom UPath implementation: #### Case 1: Custom filesystem works with default UPath implementation Let's say you would like to add a new implementation of your "myproto" protocol. You already built a custom AbstractFileSystem implementation for "myproto" which you have registered through `fsspec.registry`. In some cases it is possible that the custom filesystem class already works with `UPath`'s default implementation, and you don't need to necessarily create a custom UPath implementation: ```python import fsspec.registry from fsspec.spec import AbstractFileSystem class MyProtoFileSystem(AbstractFileSystem): protocol = ("myproto",) ... # your custom implementation fsspec.registry.register_implementation("myproto", MyProtoFileSystem) from upath import UPath p = UPath("myproto:///my/proto/path") assert type(p) is UPath assert p.protocol == "myproto" assert isinstance(p.fs, MyProtoFileSystem) ``` #### Case 2: Custom filesystem requires a custom UPath implementation Sometimes the default implementation isn't sufficient and some method(s) have to be overridden to provide correct behavior. In this case, create a custom `UPath` implementation: ```python from upath import UPath class MyProtoPath(UPath): def mkdir(self, mode=0o777, parents=False, exist_ok=False): something = {...: ...} # fixes to make MyProtoFileSystem.mkdir work self.fs.mkdir(self.path, **something) def path(self): path = super().path if path.startswith("/"): return path[1:] # MyProtoFileSystem needs the path without "/" return path ``` If you use your implementation directly via `MyProtoPath("myproto:///a/b")`, you can use this implementation already as is. If you want a call to `UPath(...)` to return your custom implementation when the detected protocol is `"myproto"`, you need to register your implementation. The next section explains your options. Also note: In case you develop a custom `UPath` implementation, please feel free to open an issue to discuss integrating it in `universal_pathlib`. #### Implementation registration dynamically from Python You can register your custom UPath implementation dynamically from Python: ```python # for example: mymodule/submodule.py from upath import UPath from upath.registry import register_implementation class MyProtoPath(UPath): ... # your custom implementation register_implementation("myproto", MyProtoPath) ``` #### Implementation registration on installation via entry points If you distribute your implementation in your own Python package, you can inform `universal_pathlib` about your implementation via the `entry_points` mechanism: ``` # pyproject.toml [project.entry-points."universal_pathlib.implementations"] myproto = "my_module.submodule:MyPath" ``` ``` # setup.cfg [options.entry_points] universal_pathlib.implementations = myproto = my_module.submodule:MyPath ``` Chose the method that fits your use-case best. If you have questions, open a new issue in the `universal_pathlib` repository. We are happy to help you! ### Customization options for UPath subclasses #### Filesystem access methods Once you thoroughly test your custom UPath implementation, it's likely that some methods need to be overridden to provide correct behavior compared to `stdlib`'s `pathlib.Path` class. The most common issue is that for certain edge cases, your implementation is not raising the same exceptions compared to the `pathlib.Path` class. Or that the `UPath.path` property needs some prefix removed or added. ```python class MyProtoPath(UPath): @property def path(self) -> str: if p := self.path.startswith("/"): p = p[1:] return p def mkdir(self, mode=0o777, parents=False, exist_ok=False): if some_edge_case: raise FileExistsError(str(self)) super().mkdir(mode=mode, parents=parents, exist_ok=exist_ok) def is_file(self): return self.fs.isfile(self.path, myproto_option=123) ``` #### Storage option parsing It's possible that you might want to extract additional storage options from the user provided arguments to you constructor. You can provide a custom classmethod for `_parse_storage_options`: ```python import os class MyProtoPath(UPath): @classmethod def _parse_storage_options( cls, urlpath: str, protocol: str, storage_options: Mapping[str, Any] ) -> dict[str, Any]: if "SOME_VAR" in os.environ: storage_options["some_var"] = os.environ["SOME_VAR"] storage_options["my_proto_caching"] = True storage_options["extra"] = get_setting_from_path(urlpath) return storage_options ``` #### Fsspec filesystem instantiation To have more control over fsspec filesystem instantiation you can write a custom `_fs_factory` classmethod: ```python class MyProtoPath(UPath): @classmethod def _fs_factory( cls, urlpath: str, protocol: str, storage_options: Mapping[str, Any] ) -> AbstractFileSystem: myfs = ... # custom code that creates a AbstractFileSystem instance return myfs ``` #### Init argument parsing In special cases you need to take more control over how the init args are parsed for your custom subclass. You can override `__init__` or the `UPath` classmethod `_transform_init_args`. The latter handles pickling of your custom subclass in a better way in case you modify storage options or the protocol. ```python class MyProtoPath(UPath): @classmethod def _transform_init_args( cls, args: tuple[str | os.PathLike, ...], protocol: str, storage_options: dict[str, Any], ) -> tuple[tuple[str | os.PathLike, ...], str, dict[str, Any]]: # check the cloud, http or webdav implementations for examples ... return args, protocol, storage_options ``` #### Stopping UPath's subclass dispatch mechanism There are cases for which you want to disable the protocol dispatch mechanism of the `UPath.__new__` constructor. For example if you want to extend the class API of your `UPath` implementation, and use it as the base class for other, directly instantiated subclasses. Together with other customization options this can be a useful feature. Please be aware that in this case all protocols are handled with the default implementation in UPath. Please always feel free to open an issue in the issue tracker to discuss your use case. We're happy to help with finding the most maintainable solution. ```python class ExtraUPath(UPath): _protocol_dispatch = False # disable the registry return an ExtraUPath def some_extra_method(self) -> str: return "hello world" assert ExtraUPath("s3://bucket/file.txt").some_extra_method() == "hello world" ``` ## Migration Guide UPath's internal implementation is likely going to change with larger changes in CPython's stdlib `pathlib` landing in the next Python versions (`3.13`, `3.14`). To reduce the problems for user code, when these changes are landing in `UPath`, there have been some significant changes in `v0.2.0`. This migration guide tries to help migrating code that extensively relies on private implementation details of the `UPath` class of versions `v0.1.x` to the new and better supported public interface of `v0.2.0` ### migrating to `v0.2.0` ### _FSSpecAccessor subclasses with custom filesystem access methods If you implemented a custom accessor subclass, it is now recommended to override the corresponding `UPath` methods in your subclass directly: ```python # OLD: v0.1.x from upath.core import UPath, _FSSpecAccessor class MyAccessor(_FSSpecAccessor): def exists(self, path, **kwargs): # custom code return path.fs.exists(self._format_path(path), **kwargs) def touch(self, path, **kwargs): # custom return path.fs.touch(self._format_path(path), **kwargs) class MyPath(UPath): _default_accessor = MyAccessor # NEW: v0.2.0+ from upath import UPath class MyPath(UPath): def exists(self, *, follow_symlinks=True): kwargs = {} # custom code return self.fs.exists(self.path, **kwargs) def touch(self, mode=0o666, exist_ok=True): kwargs = {} # custom code self.fs.touch(self.path, **kwargs) ``` ### _FSSpecAccessor subclasses with custom `__init__` method If you implemented a custom `__init__` method for your accessor subclass usually the intention is to customize how the fsspec filesystem instance is created. You have two options to recreate this with the new implementation. Chose one or both dependent on the level of control you need. ```python # OLD: v0.1.x import fsspec from upath.core import UPath, _FSSpecAccessor class MyAccessor(_FSSpecAccessor): def __init__(self, parsed_url: SplitResult | None, **kwargs: Any) -> None: # custom code protocol = ... storage_options = ... self._fs = fsspec.filesystem(protocol, storage_options) class MyPath(UPath): _default_accessor = MyAccessor # NEW: v0.2.0+ from upath import UPath class MyPath(UPath): @classmethod def _parse_storage_options( cls, urlpath: str, protocol: str, storage_options: Mapping[str, Any] ) -> dict[str, Any]: # custom code to change storage_options storage_options = ... return storage_options @classmethod def _fs_factory( cls, urlpath: str, protocol: str, storage_options: Mapping[str, Any] ) -> AbstractFileSystem: # custom code to instantiate fsspec filesystem protocol = ... storage_options = ... # note changes to storage_options here won't # show up in MyPath().storage_options return fsspec.filesystem(protocol, **storage_options) ``` ### Access to `._accessor` The `_accessor` attribute and the `_FSSpecAccessor` class is deprecated. In case you need direct access to the underlying filesystem, just access `UPath().fs`. ```python # OLD: v0.1.x from upath.core import UPath class MyPath(UPath): def mkdir(self, mode=0o777, parents=False, exist_ok=False): self._accessor.mkdir(...) # custom access to the underlying fs... # NEW: v0.2.0+ from upath import UPath class MyPath(UPath): def mkdir(self, mode=0o777, parents=False, exist_ok=False): self.fs.mkdir(...) ``` ### Access to `._path`, `._kwargs`, `._drv`, `._root`, `._parts` If you access one of the listed private attributes directly, move your code over to the following public versions: | _deprecated_ | `v0.2.0+` | |:------------------|:--------------------------| | `UPath()._path` | `UPath().path` | | `UPath()._kwargs` | `UPath().storage_options` | | `UPath()._drv` | `UPath().drive` | | `UPath()._root` | `UPath().root` | | `UPath()._parts` | `UPath().parts` | ### Access to `._url` Be aware that the `._url` attribute will likely be deprecated once `UPath()` has support for uri fragments and uri query parameters through a public api. In case you are interested in contributing this functionality, please open an issue! ### Calling `_from_parts`, `_parse_args`, `_format_parsed_parts` If your code is currently calling any of the three above listed classmethods, it relies on functionality based on the implementation of `pathlib` in Python up to `3.11`. In `universal_pathlib` we vendor code that allows the `UPath()` class to be based on the `3.12` implementation of `pathlib.Path` alone. Usually, usage of those classmethods occurs when copying some code of the internal implementations of methods of the `UPath` `0.1.4` classes. - To reproduce custom `_format_parsed_parts` methods in `v0.2.0`, try overriding `UPath().path` and/or `UPath().with_segments()`. - Custom `_from_parts` and `_parse_args` classmethods can now be implemented via the `_transform_init_args` method or via more functionality in the new flavour class. Please open an issue for discussion in case you have this use case. ### Custom `_URIFlavour` classes The `_URIFlavour` class was removed from `universal_pathlib` and the new flavour class for fsspec filesystem path operations now lives in `upath._flavour`. As of now the internal FSSpecFlavour is experimental. In a future Python version, it's likely that a flavour or flavour-like base class will become public, that allows us to base our internal implementation on. Until then, if you find yourself in a situation where a custom path flavour would solve your problem, please feel free to open an issue for discussion. We're happy to find a maintainable solution. ### Using `.parse_parts()`, `.casefold()`, `.join_parsed_parts()` of `._flavour` These methods of the `._flavour` attribute of `pathlib.Path()` and `UPath()` are specific to `pathlib` of Python versions up to `3.11`. `UPath()` is now based on the `3.12` implementation of `pathlib.Path`. Please refer to the implementations of the `upath._flavour` submodule to see how you could avoid using them. ## Known issues solvable by installing newer upstream dependencies Some issues in `UPath`'s behavior with specific fsspec filesystems are fixed via installation of a newer version of its upstream dependencies. Below you can find a list of known issues and their solutions. We attempt to keep this list updated whenever we encounter more: - **UPath().glob()**: `fsspec` fixed glob behavior when handling `**` patterns in `fsspec>=2023.9.0` - **GCSPath().mkdir()**: a few mkdir quirks are solved by installing `gcsfs>=2022.7.1` - **fsspec.filesystem(WebdavPath().protocol)** the webdav protocol was added to fsspec in version `fsspec>=2022.5.0` - **stat.S_ISDIR(HTTPPath().stat().st_mode)** requires `fsspec>=2024.2.0` to correctly return `True` for directories ## Contributing Contributions are very welcome. To learn more, see the [Contributor Guide](CONTRIBUTING.rst). ## License Distributed under the terms of the [MIT license](LICENSE), *universal_pathlib* is free and open source software. ## Issues If you encounter any problems, or if you create your own implementations and run into limitations, please [file an issue][issues] with a detailed description. We are always happy to help with any problems you might encounter. [issues]: https://github.com/fsspec/universal_pathlib/issues