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pathlib api extended to use fsspec backends

Project description

Universal Pathlib

PyPI PyPI - Python Version PyPI - License Conda (channel only)

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Universal Pathlib is a python library that aims to extend Python's built-in pathlib.Path api to use a variety of backend filesystems using fsspec

Installation

Pypi

python -m pip install universal_pathlib

conda

conda install -c conda-forge universal_pathlib

Basic Usage

# pip install universal_pathlib s3fs
>>> 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

Currently supported filesystems (and schemes)

  • file: Local filessystem
  • memory: Ephemeral filesystem in RAM
  • az:, adl:, abfs: and abfss: Azure Storage (requires adlfs to be installed)
  • http: and https: HTTP(S)-based filesystem
  • hdfs: Hadoop distributed filesystem
  • gs: and gcs: Google Cloud Storage (requires gcsfs to be installed)
  • s3: and s3a: AWS S3 (requires s3fs to be installed)
  • webdav+http: and webdav+https: WebDAV-based filesystem on top of HTTP(S) (requires webdav4[fsspec] to be installed)

Other fsspec-compatible filesystems may also work, but are not supported and tested. Contributions for new filesystems are welcome!

Class hierarchy

The individual UPath subclasses relate in the following way with pathlib classes:

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(LocalPath)
  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:#0571b0,stroke-width:3px,stroke-dasharray: 3 3,color:#0571b0
  style s1 fill:none,stroke:#ca0020,stroke-width:3px,stroke-dasharray: 3 3,color:#ca0020

When instantiating UPath the returned instance type depends on the path that was provided to the constructor. For "URI"-style paths, UPath returns a subclass instance corresponding to the supported fsppec protocol, defined by the URI-scheme. If there is no specialized subclass implementation available, UPath with return a UPath instance and raise a warning that the protocol is currently not being tested in the test-suite, and correct behavior is not guaranteed. If a local path is provided, UPath will return a PosixUPath or WindowsUPath instance. These two subclasses are 100% compatible with the PosixPath and WindowsPath classes of their specific Python version, and are tested against all relevant tests of the CPython pathlib test-suite.

Contributing

Contributions are very welcome. To learn more, see the Contributor Guide.

License

Distributed under the terms of the MIT license, universal_pathlib is free and open source software.

Issues

If you encounter any problems, please file an issue along with a detailed description.

Project details


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