A Interval Tree Library

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Project description

🌳 iTree - an Interval Tree library

itree

In computer science, an interval tree is a tree data structure to hold intervals. Every node in itree has a start and an end value.

Installation

itree supports Linux, MacOS and Windows operating systems.

Installation With `pip`

You can install itree by running:

  pip install py-itree

Build From Source With `cmake`

🍀 For MacOS with M1 Chip, some Windows OS, embedded systems, or different python versions where the method above doesn't work, please use the following workaround.

Install cmake (version>3.4)
Run the following command to build it locally:

pip install https://github.com/juncongmoo/itree/archive/refs/tags/v0.0.18.tar.gz

Quick Start

Symbol For Node And Tree

  🟢  - normal node; 
  🔵  - zero interval node; 
  🍁  - leaf node, which means no child node
  🌳  - a tree

Create Some Nodes

  >>> import itree
  >>> itree.Node('fruit', 0, 40)
  [🍁 n=fruit,s=0.00,e=40.00,x=0,c=0]
  >>> itree.Node('fruit')
  [🔵 n=fruit]
  >>> a=itree.Node('fruit', 0, 200)
  >>> b=itree.Node('apple', 10, 20)
  >>> print(a)
  [🍁 n=fruit,s=0.00,e=40.00,x=0,c=0]
  >>> a.append(b)
  >>> print(a)
  [🟢 n=fruit,s=0.00,e=200.00,x=0,c=1]
  >>> print(b)
  [🍁 n=apple,s=10.00,e=20.00,x=0,c=0]
  >>> print(a.nodes)
  [[🍁 n=apple,s=10.00,e=20.00,x=0,c=0]]
  >>>

Create And Render A Tree

  >>> from itree import Tree
  >>> def demo_tree():
        t = Tree(tid="123", extra={"img": "1241241313.png"})
        t.start("root", 1, {"name": "itree"})
        t.start("math", 2, {"age": 10})
        t.start("music", 3, {"location": [1, 2, 3]})
        t.end("music", 4, {"price": 12.3})
        t.end("math", 16284000, {"memory": (1, 2, 3)})
        t.start("music", 122840057.8713503)
        t.end("music", 1228400500)
        t.start("music", 32840057.8713503)
        t.start("egg", 3284.8713503)
        t.start("icecream", 32843.8713503)
        t.start("pizza", 32843.8713503)
        t.end("pizza", 62845003)
        t.end("icecream", 62845003)
        t.end("egg", 6284500)
        t.end("music", 628400500)
        t.start("piggy", 3284.8713503)
        t.start("unicorn", 32843.8713503)
        t.start("monkey", 32843.8713503)
        t.end("monkey", 62845003)
        t.end("unicorn", 62845003)
        t.end("piggy", 6284500)
        t.end("root", 1628400570.8713503)
        print(f"{t.count},{t.depth}")
        t.consolidate()
        img_path = t.to_img()
        return img_path, t
  >>> img_path, t = demo_tree()
  >>> t
  (🌳 id=123,c=11,x=1,d=6,m=0,o=1)

Run the demo_tree() function, a tree digraph will be generated:

demo_tree

The green circle node is a virtual node. The yellow record box is the node with the longest interval.

A virtual node is a conceptual node which could have many subnodes/subtrees.

vnode

Development

Turn on local build to ON in itree/CMakeLists.txt:

option(LOCAL_BUILD "build locally" OFF)

Test

$python -m unittest discover
...............
----------------------------------------------------------------------
Ran 15 tests in 1.209s

OK

Format

find itree -path itree/pybind11 -prune -o -iname *.h -o -iname *.cpp | xargs clang-format -i
black -S . --exclude '(\.history|\.vscode|\.git|\.VSCodeCounter|venv|workspace|pybind11)'

Build

rm -fr itree/build/ && ./release.sh && yes | cp itree/build/_itree.* itree/
pip install --editable .

License

Tree is licensed under the Apache 2.0 License.

Project details

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Release history Release notifications | RSS feed

This version

0.0.19

Apr 10, 2023

0.0.18

Mar 12, 2023

0.0.18.dev1 pre-release

Mar 12, 2023

0.0.18.dev0 pre-release

Mar 12, 2023

0.0.17

Mar 9, 2023

0.0.16

Mar 7, 2023

0.0.16.dev0 pre-release

Mar 7, 2023

0.0.15

Aug 23, 2022

0.0.14

Jan 27, 2022

0.0.13

Dec 25, 2021

0.0.12

Dec 18, 2021

0.0.11

Dec 18, 2021

0.0.10

Dec 18, 2021

0.0.9

Dec 9, 2021

0.0.8

Dec 9, 2021

0.0.7

Dec 6, 2021

0.0.6

Nov 30, 2021

0.0.5

Nov 30, 2021

0.0.4

Nov 30, 2021

0.0.3

Nov 15, 2021

0.0.2

Nov 14, 2021

0.0.1

Nov 14, 2021

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Hashes for py_itree-0.0.19-pp39-pypy39_pp73-macosx_10_9_x86_64.whl

Hashes for py_itree-0.0.19-pp39-pypy39_pp73-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`cf157b40f6956efd34f45db074067e09deb82a4a7d66deb141b0732fc86f6f18`
MD5	`68a302f0badfb1b21a5599ad83db55bd`
BLAKE2b-256	`65920321e651fc0db4f75c215d0cd9142186c84aef4f569fd538045a26f060ae`

Hashes for py_itree-0.0.19-pp38-pypy38_pp73-win_amd64.whl

Hashes for py_itree-0.0.19-pp38-pypy38_pp73-win_amd64.whl
Algorithm	Hash digest
SHA256	`95a137845ff761c396fadb85efb948638db88bfcf1100330a968836604575449`
MD5	`222170f08e6ed4539678c1999b909481`
BLAKE2b-256	`f36e7babd03652b5b0406a1175abc0957896fd9fa7556b98f2146031f89b7013`

Hashes for py_itree-0.0.19-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for py_itree-0.0.19-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`8aac541e25d40a45ce6ea5589fad8300cc40978f5ebaeeb1ed610631b45a6c91`
MD5	`b829a23b92736bad26cf005e50d18dd5`
BLAKE2b-256	`d695e39fc118c98bc8d53a2c3ec6ee57dc79610361732f3d666d6fffb3ad7057`

Hashes for py_itree-0.0.19-pp38-pypy38_pp73-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for py_itree-0.0.19-pp38-pypy38_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`3b2a87e2db9662b10df7d2b16b4fcbc3f5d36858a1f69a287d30c759a6451db3`
MD5	`2e2b897bd965bcfc5e4341538f9f6a01`
BLAKE2b-256	`84c2e906bfb22f2ad318ee128057de4ba6da60ae938141f8ecba625e81a21a72`

Hashes for py_itree-0.0.19-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for py_itree-0.0.19-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`8ab69cc7527219c689b07fa270ba306481ec2f4ae52b6f794a2580caf6ecd08b`
MD5	`5c50d9f698282b4efb04154425e31386`
BLAKE2b-256	`df016d56c741dbe3875e966202d0404adf7132c4a07096dd770cf4de82af9353`

Hashes for py_itree-0.0.19-pp38-pypy38_pp73-macosx_10_9_x86_64.whl

Hashes for py_itree-0.0.19-pp38-pypy38_pp73-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`8884e1d01a9c3e206a8fc673e6613f52a3bcc7255c48b9b4f8b84e05aec2f11e`
MD5	`722fb4c6b109b82cfff5abb3acd6f6ef`
BLAKE2b-256	`12e0c58985f2f89294ad5006eee74500fbfe98c39f0f360df6e9b22068b566f6`

Hashes for py_itree-0.0.19-pp37-pypy37_pp73-win_amd64.whl

Hashes for py_itree-0.0.19-pp37-pypy37_pp73-win_amd64.whl
Algorithm	Hash digest
SHA256	`0cb1eaf617be286c6fc78f9f9f303f652a45751ff1650758114d3b9e6e9e4751`
MD5	`b362ccdf58d7e65c39fc7e8ef3acd3b5`
BLAKE2b-256	`48729af38354e9586fb44af458c87f20c9ea2d8f44520fceed1336a72ddb9185`

Hashes for py_itree-0.0.19-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for py_itree-0.0.19-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`c96faaa5cc4c28fe71337e9762addd325070886e84c7747e333a2de6a571e782`
MD5	`612374d90362a78c6ed7739b6334d9ac`
BLAKE2b-256	`5c3da7f1fa1fd52d6df02567ad6cde229f1eeacc2ee77d3fbba7838f209df048`

Hashes for py_itree-0.0.19-pp37-pypy37_pp73-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for py_itree-0.0.19-pp37-pypy37_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`b3132c1952ef278f8dd3fee134efadd9923b2d185f770d8e1d8556b0981e3c84`
MD5	`205a77d2123d8076f5ce5b4b77161909`
BLAKE2b-256	`a15e48817f5f37d32ec0b2eba8d18df3c0f7b30e8d7ad3e2aaa1d3c1147cb979`

Hashes for py_itree-0.0.19-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for py_itree-0.0.19-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`47287735f0432e0391308ddca46f66e40b522a203e34a4ea9b1c6240081c51ed`
MD5	`b122a3c8f4816c97419cee6e4b7a62a5`
BLAKE2b-256	`efe4af68f28da1ce460c34c89c0f4e46948f9e251b9f431b253e2ff49dc4bbb7`

Hashes for py_itree-0.0.19-pp37-pypy37_pp73-macosx_10_9_x86_64.whl

Hashes for py_itree-0.0.19-pp37-pypy37_pp73-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`8a8cd9d6aceefef47377c01abba8378a059bb7e7e24fe4ad3dc3ed3dcea6dd17`
MD5	`0a173e51819a437a2e70788a19277695`
BLAKE2b-256	`be094babeb851178756b8f2db887e318f964d3cce392dd3345f8a2234bad48ac`

Hashes for py_itree-0.0.19-cp311-cp311-win_amd64.whl

Hashes for py_itree-0.0.19-cp311-cp311-win_amd64.whl
Algorithm	Hash digest
SHA256	`6e2feaa0966c21184035a34c3b38ec016b8247be07dc07008920d851683f5d31`
MD5	`c22b2163f6f6f5f39209ee40dbb89188`
BLAKE2b-256	`4bebff95f5f0c256fb6a1ad98ce3c75f2993e2d5366735649dac0e1473c3846e`

Hashes for py_itree-0.0.19-cp311-cp311-win32.whl

Hashes for py_itree-0.0.19-cp311-cp311-win32.whl
Algorithm	Hash digest
SHA256	`a33414bc7e5090551d4bc8e9c016a171448fcce1f169bef5e5f7752dabf7e968`
MD5	`fdcd3b7e095af8156afacf5d442b4cac`
BLAKE2b-256	`d21d01afd078e23549029a6d02512e56e8c3b72bec556b31e55b2dc7731d7a31`

Hashes for py_itree-0.0.19-cp311-cp311-musllinux_1_1_x86_64.whl

Hashes for py_itree-0.0.19-cp311-cp311-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`9c0132d35c365398bc84b874337e6fcad1b7b8d57c85719774ca210c1b842ca0`
MD5	`6cac41a6ab2dbe44e50fdaa2764c6039`
BLAKE2b-256	`357ad8c6764d0465ea2433554877fc6139cc539d8ef57905bca02728df52fd05`

Hashes for py_itree-0.0.19-cp311-cp311-musllinux_1_1_i686.whl

Hashes for py_itree-0.0.19-cp311-cp311-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`5da283d59360d1f7fab8616845d9025b9f603b4b8cb6a04b142216c71e3cf70a`
MD5	`7bdad07405a10c9be0f944efa5028d9e`
BLAKE2b-256	`1a024b1b7aeca3ee70fd17d70a5f83d780655e2782a0a2695b543c648cb31e2e`

Hashes for py_itree-0.0.19-cp311-cp311-musllinux_1_1_aarch64.whl

Hashes for py_itree-0.0.19-cp311-cp311-musllinux_1_1_aarch64.whl
Algorithm	Hash digest
SHA256	`cd2ac784fd264a4b12ec843c7c0120650d0cf79d0b67110c31be7c4b0e74d54f`
MD5	`7887c59ad96c4c2520c8f44c519b94b5`
BLAKE2b-256	`ec86173c6f153be54e3bce942d8f40aafdcdc4bfec0da293613e2a31482eb3a5`

Hashes for py_itree-0.0.19-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for py_itree-0.0.19-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`fa9aa82cf141fec3ff9b26f9733a4e08758cd65b4b6a730719e6554d4ac97a05`
MD5	`d9893b6b4e6c3edcf590a3f884d4315b`
BLAKE2b-256	`65b4b55009792fc8f3c3e6578eacb7142aca60f503d323195b11b3793978c0f9`

Hashes for py_itree-0.0.19-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for py_itree-0.0.19-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`0ff9c11c138dbffac118e8616a75f523f34472c2d5e4b29779c306a094c01ebd`
MD5	`08fe95d89a734acc06805aa123a09359`
BLAKE2b-256	`9689192ae49ad93c9ed0e4cf22f354301ec2b97453ee19900cc674c49bbff64a`

Hashes for py_itree-0.0.19-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for py_itree-0.0.19-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`a3a7cd12ed160322011d7820bb2f0af2912e44c84fce9459aba4634a36352960`
MD5	`fe7108a37035e2c2b78a82615cd45ff1`
BLAKE2b-256	`7bcc6148f51e4d44264e521148ada44173c873a6ef06481656de6e5e58c3a63f`

Hashes for py_itree-0.0.19-cp311-cp311-macosx_11_0_arm64.whl

Hashes for py_itree-0.0.19-cp311-cp311-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`2b8158ac016392150aef29cef6e2c1c68589ddb28a906b6dc0d68820fdd5a73c`
MD5	`6954f71ce9ccb86868f91c3f7337f82c`
BLAKE2b-256	`e51d88dc94c7411d37c4336c0f89f4421bf2f21889dd74c4363c141af5bb53f1`

Hashes for py_itree-0.0.19-cp311-cp311-macosx_10_9_x86_64.whl

Hashes for py_itree-0.0.19-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`d5d635dd40c6a4891dcccd7836b5e1d6ef15e5b9b2cff164d527c02212eab460`
MD5	`eb8faf7eba2af30922418fe820954116`
BLAKE2b-256	`a80c0da55b24fd8656ac1e2689a793c970e265383bd7516f95e7a023438350df`

Hashes for py_itree-0.0.19-cp311-cp311-macosx_10_9_universal2.whl

Hashes for py_itree-0.0.19-cp311-cp311-macosx_10_9_universal2.whl
Algorithm	Hash digest
SHA256	`3815b2d11e10dca484d00c73dfa7b3535aa3aed4f03f29d0d58430a502942feb`
MD5	`22db537b5655c1d417a58bf1ab063318`
BLAKE2b-256	`e5d78029fd6fa6557e6b86f0cd515b513947479c0f94fb1207519774e7b65638`

Hashes for py_itree-0.0.19-cp310-cp310-win_amd64.whl

Hashes for py_itree-0.0.19-cp310-cp310-win_amd64.whl
Algorithm	Hash digest
SHA256	`d056a69d9b8dc1d7cc4d08e49a8722f8179981a6f37d27a962c2ae7ee1ab3029`
MD5	`e2224015c7abf54745355cac7ab97cb3`
BLAKE2b-256	`5cc65052954d0b6838c8f01a54d470723bdac3ff338f5c38e8182ebc20c389d7`

Hashes for py_itree-0.0.19-cp310-cp310-win32.whl

Hashes for py_itree-0.0.19-cp310-cp310-win32.whl
Algorithm	Hash digest
SHA256	`daaf761d87080311c6ceba6fc94a1f35a213e7ac01acb4bc586ef9eabe869961`
MD5	`0cca859239c9c4b849ae2219f9a59c1b`
BLAKE2b-256	`4eb2b1be55fd45a94a43ac94f8356f747192e91c87cb1222807aa75eec224a42`

Hashes for py_itree-0.0.19-cp310-cp310-musllinux_1_1_x86_64.whl

Hashes for py_itree-0.0.19-cp310-cp310-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`7ef0eb9d6d4da6d7908651ca20d86f552ca6744ca729e86e62b90826528cb636`
MD5	`ed3e67423ba9444ced2ad761812fb803`
BLAKE2b-256	`63d3c83926890c6cdfb2a404551dd78fc4175e01cb1a8ce03e430e8aa42e9321`

Hashes for py_itree-0.0.19-cp310-cp310-musllinux_1_1_i686.whl

Hashes for py_itree-0.0.19-cp310-cp310-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`400dcc68eae2ae881ae6050a61fd2751f84a6ff3b98c31a46be935fa0595de9f`
MD5	`64eab18ed75389d89128949f17506110`
BLAKE2b-256	`9f26ea4ea778d1b8e84e56ff91fbe6d460747265337ca8b14ed59dad0d68f468`

Hashes for py_itree-0.0.19-cp310-cp310-musllinux_1_1_aarch64.whl

Hashes for py_itree-0.0.19-cp310-cp310-musllinux_1_1_aarch64.whl
Algorithm	Hash digest
SHA256	`c64b0526ddbb16d5d907fd0560ee76a531373e7aace6690e94a3c3a8e4077172`
MD5	`fd428b6068a27dc9281da1114f5c69df`
BLAKE2b-256	`a4ecd1d1b9a6f2896ffb1ae0322aa9c79fc235e521acfe15eaceb9cec859ae73`

Hashes for py_itree-0.0.19-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for py_itree-0.0.19-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`bd931df8ad69d18d77da3807971e1c8a5461cc633e557d593707b76d7721c472`
MD5	`f4bffae20e7e96af0218e55007bd687f`
BLAKE2b-256	`15f736e3f2676c09b75a34dcb245c36ad0d647266f7af530f1838123d47091eb`

Hashes for py_itree-0.0.19-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for py_itree-0.0.19-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`0a859e0c67f562eae3974982665073965376872dbf4752a3d7e603c73acb2b87`
MD5	`5d90ae999c23b9b4f397ce99bdc8aa48`
BLAKE2b-256	`4f0170a23b05c1aaccb6fb4bfa2432097d32632977ef0876425dba7f9d78c1c7`

Hashes for py_itree-0.0.19-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for py_itree-0.0.19-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`73f5a5d2b9d5d22b5f1d8fc130ffb74da40153bd5fed75238ed409ad7cdd7c1e`
MD5	`5afef29eeade19c087eab75d9890ce6f`
BLAKE2b-256	`d0b059d35d12fbb7722e4dc2cabeff0fa54ad626ac8b40467405fc3230ca2548`

Hashes for py_itree-0.0.19-cp310-cp310-macosx_11_0_arm64.whl

Hashes for py_itree-0.0.19-cp310-cp310-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`867bccabf6552251cbbd40d6318e792eff83a30acbf5e5d7cd372095eea703c9`
MD5	`5753b945b1b9e958d912637856364439`
BLAKE2b-256	`1beee21e8d634c8d27ef5140a44d7997f52fec878914db3fce3560aa6a4ad04a`

Hashes for py_itree-0.0.19-cp310-cp310-macosx_10_9_x86_64.whl

Hashes for py_itree-0.0.19-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`6e6c3a7f43fc80e59a8ebcaeb252a944ef4344cbc5e320a1079ff3971880bdc3`
MD5	`4402a1f1cfb61f47c5c7a09b5ad7836c`
BLAKE2b-256	`94af584bf5ef43a31719284b7832b1693e3bdaf614e6ba15367eaeb1568f2ae8`

Hashes for py_itree-0.0.19-cp310-cp310-macosx_10_9_universal2.whl

Hashes for py_itree-0.0.19-cp310-cp310-macosx_10_9_universal2.whl
Algorithm	Hash digest
SHA256	`cf1d389b94e4a0153ee7bc3b8349952b9c26ee947213a98d7cf17ca10f0b6f40`
MD5	`65c061d71be9d902e1445352de5b147b`
BLAKE2b-256	`2d2b6d700e1c8339031b8b1f22d3dbcfbcbd8b561386695f147749e7f774e8c8`

Hashes for py_itree-0.0.19-cp39-cp39-win_amd64.whl

Hashes for py_itree-0.0.19-cp39-cp39-win_amd64.whl
Algorithm	Hash digest
SHA256	`9288eb0dba2b0d58e9f6469cc4cac36eaab911d1c8c595e75aa282bae0d3299f`
MD5	`81c946a0bba18ff1009b7a26d3b6dea4`
BLAKE2b-256	`f4faa73d70d9f8cc46ce8510ebe3cf6447fdc4ee19b3cd62cdff82d5c329efb6`

Hashes for py_itree-0.0.19-cp39-cp39-win32.whl

Hashes for py_itree-0.0.19-cp39-cp39-win32.whl
Algorithm	Hash digest
SHA256	`061ee4d93e21de77ff2d4dde6ee99c56f8b3d82630b0546ba53e1931e9a4ea1d`
MD5	`b34c4dff555d6f6a90a70bf50ecc67d2`
BLAKE2b-256	`d3c20d95326499a5390415423b7268a4bd960bacaff21cfaa3d547e17f268f57`

Hashes for py_itree-0.0.19-cp39-cp39-musllinux_1_1_x86_64.whl

Hashes for py_itree-0.0.19-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`951477487e90fcf2c20849a42414a60f9c26aae879b96ef5b2b419bbe3335564`
MD5	`87d33030ecd254bd13abf292443e92fa`
BLAKE2b-256	`982f184909a1fe733f0a966b1e12d83dd739b4acfbacbd68c97e4978228632a7`

Hashes for py_itree-0.0.19-cp39-cp39-musllinux_1_1_i686.whl

Hashes for py_itree-0.0.19-cp39-cp39-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`aeab6aff2f9fd82261071580bb770f230637e0110620fd0e367c92fe2c6556cb`
MD5	`4800a56dd28761c369703d96354f8020`
BLAKE2b-256	`24c75a54565f9c2eb2db83e80b2f7e2d4b19f7e767f5b62a80a817c0faa10244`

Hashes for py_itree-0.0.19-cp39-cp39-musllinux_1_1_aarch64.whl

Hashes for py_itree-0.0.19-cp39-cp39-musllinux_1_1_aarch64.whl
Algorithm	Hash digest
SHA256	`9936320f82d856d277f1a37e935d5ca3c709699d2171126f7f09037c229386bd`
MD5	`1ad4775e476c9a857eb062175ebab113`
BLAKE2b-256	`25513264d663186b2c992cfd1559b4853dac0a7426c465b172d19355fec0138d`

Hashes for py_itree-0.0.19-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for py_itree-0.0.19-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`29109bfbf7e1938c98233cf54db67758038d3b5d65fccbab8add6222dffd536f`
MD5	`38bbf50cdef9467a002f66d3e4d5de88`
BLAKE2b-256	`0a4061a74f31bfdf366a833b78adeb42ef6fe9f2c207a49d6bc0930a3b8d61ce`

Hashes for py_itree-0.0.19-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for py_itree-0.0.19-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`203989f0e8dfbe1f99ae7a6ce07ce9e0c500c8c4ef694083a6b602ffbe3ac683`
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Hashes for py_itree-0.0.19-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for py_itree-0.0.19-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`363fd4393265c8c9304fdb4064ef9003cd6b5a25469a340f3c49294796fe11e0`
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Hashes for py_itree-0.0.19-cp39-cp39-macosx_11_0_arm64.whl

Hashes for py_itree-0.0.19-cp39-cp39-macosx_11_0_arm64.whl
Algorithm	Hash digest
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Hashes for py_itree-0.0.19-cp39-cp39-macosx_10_9_x86_64.whl

Hashes for py_itree-0.0.19-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`f048fb9f9e551d6d35bdd81ace43470f8b221bfe299ac1e5054907721241bc87`
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Hashes for py_itree-0.0.19-cp39-cp39-macosx_10_9_universal2.whl

Hashes for py_itree-0.0.19-cp39-cp39-macosx_10_9_universal2.whl
Algorithm	Hash digest
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Hashes for py_itree-0.0.19-cp38-cp38-win_amd64.whl

Hashes for py_itree-0.0.19-cp38-cp38-win_amd64.whl
Algorithm	Hash digest
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Hashes for py_itree-0.0.19-cp38-cp38-win32.whl

Hashes for py_itree-0.0.19-cp38-cp38-win32.whl
Algorithm	Hash digest
SHA256	`2acd48fe5aa3a634e60654cc1ebb4d46e9e376154ebfe2787b8b37b9abc9ca0e`
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Hashes for py_itree-0.0.19-cp38-cp38-musllinux_1_1_x86_64.whl

Hashes for py_itree-0.0.19-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`020d0d28eb8e11b5c07be826bc4dd7c8b41d00cf5b72bcae0bc1a275b6fa61d9`
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Hashes for py_itree-0.0.19-cp38-cp38-musllinux_1_1_i686.whl

Hashes for py_itree-0.0.19-cp38-cp38-musllinux_1_1_i686.whl
Algorithm	Hash digest
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Hashes for py_itree-0.0.19-cp38-cp38-musllinux_1_1_aarch64.whl

Hashes for py_itree-0.0.19-cp38-cp38-musllinux_1_1_aarch64.whl
Algorithm	Hash digest
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Hashes for py_itree-0.0.19-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for py_itree-0.0.19-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`8ae340f965c18cd373e3fd340d59cff3b481d0490c8f5a58c6d10d9d974ef829`
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Hashes for py_itree-0.0.19-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for py_itree-0.0.19-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`50b3d087544f8943ebbb7ad09ab0bbeaaa36cff751841623f5ebd7594a7d0706`
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Hashes for py_itree-0.0.19-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for py_itree-0.0.19-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`a7a63d6f29ef923558ff16f62ef26482debd0a2e77b96e1aed792b5457f1e317`
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Hashes for py_itree-0.0.19-cp38-cp38-macosx_11_0_arm64.whl

Hashes for py_itree-0.0.19-cp38-cp38-macosx_11_0_arm64.whl
Algorithm	Hash digest
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Hashes for py_itree-0.0.19-cp38-cp38-macosx_10_9_x86_64.whl

Hashes for py_itree-0.0.19-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm	Hash digest
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Hashes for py_itree-0.0.19-cp38-cp38-macosx_10_9_universal2.whl

Hashes for py_itree-0.0.19-cp38-cp38-macosx_10_9_universal2.whl
Algorithm	Hash digest
SHA256	`31cb3f653add95ad9aaf8328dd8d4c19f89399b82f0bb3c90b056c1f804c54c7`
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Hashes for py_itree-0.0.19-cp37-cp37m-win_amd64.whl

Hashes for py_itree-0.0.19-cp37-cp37m-win_amd64.whl
Algorithm	Hash digest
SHA256	`4f1aa93c46b548630615fbdb4393f9fc26593f4ec9d61e78324326d4987b33a3`
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Hashes for py_itree-0.0.19-cp37-cp37m-win32.whl

Hashes for py_itree-0.0.19-cp37-cp37m-win32.whl
Algorithm	Hash digest
SHA256	`67d6c54e5cd08094a929c74731a6076ab94871b5e6503250925ce1c73d5907b0`
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Hashes for py_itree-0.0.19-cp37-cp37m-musllinux_1_1_x86_64.whl

Hashes for py_itree-0.0.19-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`c2045308cdac4a677afbc794158c5db68bf1f42d26d4d054cb39cd9ef37bf7ab`
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Hashes for py_itree-0.0.19-cp37-cp37m-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`350a9b56a2aa936001e467b69f0bfe70591cedfc4e30582bd7a39b3eecedd1dc`
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Hashes for py_itree-0.0.19-cp37-cp37m-musllinux_1_1_aarch64.whl
Algorithm	Hash digest
SHA256	`08a86c76fc6471db8326fb7e5a73a2068fbf5f7771882fdf6f163b4a9ff40e85`
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Hashes for py_itree-0.0.19-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for py_itree-0.0.19-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
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Hashes for py_itree-0.0.19-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for py_itree-0.0.19-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`f480ac877f49e187fa50a553a7d373d4d6cd6aa33123d5a7bb1383d31e580c3a`
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Hashes for py_itree-0.0.19-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`8184e80d1e0db6d6d289d4043bb32a21a90f4c7ba668dfd86c53cce28a3d71c8`
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Algorithm	Hash digest
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Hashes for py_itree-0.0.19-cp36-cp36m-win_amd64.whl
Algorithm	Hash digest
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Hashes for py_itree-0.0.19-cp36-cp36m-win32.whl
Algorithm	Hash digest
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Algorithm	Hash digest
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Hashes for py_itree-0.0.19-cp36-cp36m-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`d305fc6289a11abd372b466af177076c93ac6434f811a05540806b99abbeae98`
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Hashes for py_itree-0.0.19-cp36-cp36m-musllinux_1_1_aarch64.whl
Algorithm	Hash digest
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Hashes for py_itree-0.0.19-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
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Hashes for py_itree-0.0.19-cp36-cp36m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
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Hashes for py_itree-0.0.19-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`809d438c8cc63d7d1396a5060f8ecbba37a8ae246c5f1d846d7b0d4f75cc53d4`
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Hashes for py_itree-0.0.19-cp36-cp36m-macosx_10_9_x86_64.whl
Algorithm	Hash digest
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py-itree 0.0.19

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