Tree

tree is a library for working with nested data structures. In a way, tree generalizes the builtin map function which only supports flat sequences, and allows to apply a function to each "leaf" preserving the overall structure.

>>> import tree
>>> structure = [[1], [[[2, 3]]], [4]]
>>> tree.flatten(structure)
[1, 2, 3, 4]
>>> tree.map_structure(lambda v: v**2, structure)
[[1], [[[4, 9]]], [16]]

tree is backed by an optimized C++ implementation suitable for use in demanding applications, such as machine learning models.

Installation

From PyPI:

$ pip install dm-tree

Directly from github using pip:

$ pip install git+git://github.com/deepmind/tree.git

Build from source:

$ python setup.py install

Support

If you are having issues, please let us know by filing an issue on our issue tracker.

License

The project is licensed under the Apache 2.0 license.

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

2 maintainers

PyPI data
Data sourced directly from PyPI's database.
Avatar for deepmind from gravatar.com deepmind Avatar for tree-copybara from gravatar.com tree-copybara

Credits

Author: DeepMind

License

Apache Software License (Apache 2.0)

Requires

Python >=3.10

Tags

tree nest flatten

Classifiers

Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

2 maintainers

PyPI data
Data sourced directly from PyPI's database.
Avatar for deepmind from gravatar.com deepmind Avatar for tree-copybara from gravatar.com tree-copybara

Credits

Author: DeepMind

License

Apache Software License (Apache 2.0)

Requires

Python >=3.10

Tags

tree nest flatten

Classifiers

Release files for dm-tree 0.1.10

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for dm-tree 0.1.10
File Size Uploaded Provenance Actions
dm_tree-0.1.10.tar.gz 35.7 kB Without provenance Details for dm_tree-0.1.10.tar.gz

Built distributions (wheels)

Table of built distributions (wheels) for dm-tree 0.1.10
File Actions
dm_tree-0.1.10-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 187.0 kB Without provenance CPython 3.14 CPython 3.14 free-threading Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details for dm_tree-0.1.10-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
dm_tree-0.1.10-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 185.1 kB Without provenance CPython 3.14 CPython 3.14 free-threading Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64 Details for dm_tree-0.1.10-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
dm_tree-0.1.10-cp314-cp314t-macosx_10_15_universal2.whl 324.2 kB Without provenance CPython 3.14 CPython 3.14 free-threading macOS 10.15+ universal2 (ARM64, x86-64) Details for dm_tree-0.1.10-cp314-cp314t-macosx_10_15_universal2.whl
dm_tree-0.1.10-cp314-cp314-win_amd64.whl 114.8 kB Without provenance CPython 3.14 CPython 3.14 Windows x86-64 Details for dm_tree-0.1.10-cp314-cp314-win_amd64.whl
dm_tree-0.1.10-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 186.3 kB Without provenance CPython 3.14 CPython 3.14 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details for dm_tree-0.1.10-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
dm_tree-0.1.10-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 184.3 kB Without provenance CPython 3.14 CPython 3.14 Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64 Details for dm_tree-0.1.10-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
dm_tree-0.1.10-cp314-cp314-macosx_10_15_universal2.whl 316.6 kB Without provenance CPython 3.14 CPython 3.14 macOS 10.15+ universal2 (ARM64, x86-64) Details for dm_tree-0.1.10-cp314-cp314-macosx_10_15_universal2.whl
dm_tree-0.1.10-cp313-cp313t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 187.0 kB Without provenance CPython 3.13 CPython 3.13 free-threading Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details for dm_tree-0.1.10-cp313-cp313t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
dm_tree-0.1.10-cp313-cp313t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 185.1 kB Without provenance CPython 3.13 CPython 3.13 free-threading Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64 Details for dm_tree-0.1.10-cp313-cp313t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
dm_tree-0.1.10-cp313-cp313t-macosx_10_13_universal2.whl 324.1 kB Without provenance CPython 3.13 CPython 3.13 free-threading macOS 10.13+ universal2 (ARM64, x86-64) Details for dm_tree-0.1.10-cp313-cp313t-macosx_10_13_universal2.whl
dm_tree-0.1.10-cp313-cp313-win_amd64.whl 112.8 kB Without provenance CPython 3.13 CPython 3.13 Windows x86-64 Details for dm_tree-0.1.10-cp313-cp313-win_amd64.whl
dm_tree-0.1.10-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 186.2 kB Without provenance CPython 3.13 CPython 3.13 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details for dm_tree-0.1.10-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
dm_tree-0.1.10-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 183.8 kB Without provenance CPython 3.13 CPython 3.13 Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64 Details for dm_tree-0.1.10-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
dm_tree-0.1.10-cp313-cp313-macosx_10_13_universal2.whl 316.1 kB Without provenance CPython 3.13 CPython 3.13 macOS 10.13+ universal2 (ARM64, x86-64) Details for dm_tree-0.1.10-cp313-cp313-macosx_10_13_universal2.whl
dm_tree-0.1.10-cp312-cp312-win_amd64.whl 112.7 kB Without provenance CPython 3.12 CPython 3.12 Windows x86-64 Details for dm_tree-0.1.10-cp312-cp312-win_amd64.whl
dm_tree-0.1.10-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 186.5 kB Without provenance CPython 3.12 CPython 3.12 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details for dm_tree-0.1.10-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
dm_tree-0.1.10-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 184.1 kB Without provenance CPython 3.12 CPython 3.12 Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64 Details for dm_tree-0.1.10-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
dm_tree-0.1.10-cp312-cp312-macosx_10_13_universal2.whl 316.0 kB Without provenance CPython 3.12 CPython 3.12 macOS 10.13+ universal2 (ARM64, x86-64) Details for dm_tree-0.1.10-cp312-cp312-macosx_10_13_universal2.whl
dm_tree-0.1.10-cp311-cp311-win_amd64.whl 111.5 kB Without provenance CPython 3.11 CPython 3.11 Windows x86-64 Details for dm_tree-0.1.10-cp311-cp311-win_amd64.whl
dm_tree-0.1.10-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 185.0 kB Without provenance CPython 3.11 CPython 3.11 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details for dm_tree-0.1.10-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
dm_tree-0.1.10-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 182.7 kB Without provenance CPython 3.11 CPython 3.11 Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64 Details for dm_tree-0.1.10-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
dm_tree-0.1.10-cp311-cp311-macosx_10_9_universal2.whl 314.6 kB Without provenance CPython 3.11 CPython 3.11 macOS 10.9+ universal2 (ARM64, x86-64) Details for dm_tree-0.1.10-cp311-cp311-macosx_10_9_universal2.whl
dm_tree-0.1.10-cp310-cp310-win_amd64.whl 110.7 kB Without provenance CPython 3.10 CPython 3.10 Windows x86-64 Details for dm_tree-0.1.10-cp310-cp310-win_amd64.whl
dm_tree-0.1.10-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 183.9 kB Without provenance CPython 3.10 CPython 3.10 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details for dm_tree-0.1.10-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
dm_tree-0.1.10-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 181.2 kB Without provenance CPython 3.10 CPython 3.10 Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64 Details for dm_tree-0.1.10-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
dm_tree-0.1.10-cp310-cp310-macosx_10_9_universal2.whl 311.5 kB Without provenance CPython 3.10 CPython 3.10 macOS 10.9+ universal2 (ARM64, x86-64) Details for dm_tree-0.1.10-cp310-cp310-macosx_10_9_universal2.whl

Total release size: 5.4 MB

Release files / dm_tree-0.1.10.tar.gz

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