LPU

test version python license

LPU is a collection of utility classes/functions for language processing.

日本語版のドキュメントは README.ja.md にあります。

Requirements

Python 3.10 or later

The core features depend only on the standard library. The features listed under Optional features additionally require the smt / trie extras.

Installation

Installing from PyPI release

$ pip install lpu

To also use the word alignment models:

$ pip install 'lpu[smt]'

To also use the Double-Array Trie:

$ pip install 'lpu[smt,trie]'

Installing from GitHub master

$ pip install 'lpu[smt,trie] @ git+https://github.com/akivajp/lpu.git'

Modules

lpu.common.config

Inheritable and serializable configuration classes, useful for calling functions with many arguments.

from lpu.common.config import Config

conf = Config({'threshold': 0.5, 'nested': {'depth': 3}})
conf.update(threshold=0.8)
print(conf.data.threshold)   # 0.8
print(conf['nested.depth'])  # 3
print(conf.to_json())        # {"threshold": 0.8, "nested": {"depth": 3}}

A Config keeps two layers: values passed positionally form the inherited base layer, while values assigned afterwards go to the main layer. to_dict() returns the main layer only; pass upstream=True (the default of to_json()) to include the inherited values.

lpu.common.environ

Handling environment variables with stacks, useful for changing and reverting global settings such as debugging modes.

import os
from lpu.common import environ

with environ.push(LPU_DEBUG='1') as layer:
    layer.set('MY_SETTING', 'temporary')
    ...
# both variables are restored here

Only variables assigned through set() (or given to push()) are tracked and restored.

lpu.common.files

Utility functions for file handling, including transparent access to gzip files.

from lpu.common import files

# opens plain or gzip files alike, detected by extension and magic number
with files.open('corpus.txt.gz', 'rt') as f:
    for line in f:
        ...

files.getContentSize('corpus.txt.gz')  # uncompressed size
files.wait_file('lockfile', timeout=60)

# the safe_* helpers treat a missing source as a non-event (reported by the
# return value) while letting any other OSError through
files.safe_remove('workdir/*.tmp')        # number of files removed
files.safe_copy('model.bin', 'model.bak')
files.safe_link('model.bin', 'latest')    # hard link, symlink as fallback
files.safe_rename('model.tmp', 'model.bin')  # replaces the destination

lpu.common.logging

Enhanced logging objects (built on the standard logging library) with colorizing features and control through environment variables.

from lpu.common import logging

logger = logging.getColorLogger(__name__)
with logging.using_config(__name__, debug=True):
    some_variable = 42
    logger.debug_print(some_variable)   # some_variable => int(42)

debug_print parses the caller's source line, so the printed value is labelled with the expression it came from. The level follows the LPU_DEBUG / DEBUG and LPU_QUIET / QUIET environment variables.

lpu.common.progress

Utility classes and functions for progress reporting (progress bars) that work with file-type objects and iterators.

from lpu.common import files, progress

# progress over a gzip file is measured by the position in the
# compressed stream, so the percentage is known without decompressing
# the whole file first
for line in progress.view(files.open('corpus.txt.gz', 'rb'), 'loading'):
    ...

for item in progress.view(iter(range(1000)), 'processing'):
    ...

lpu.common.text

Conversion between bytes and str: to_str (tolerates invalid byte sequences), to_unicode (strict) and to_bytes.

lpu.common.numbers

toNumber converts a value to int when it is close enough to an integer, plus intToBytes / intFromBytes.

lpu.common.colors

put_color wraps text in ANSI escape sequences.

lpu.common.validation

check_argument_type raises a TypeError with a readable message listing the expected types.

lpu.common.vocab

StringEnumerator maps strings to sequential IDs and back. The phrase-level helpers (phrase2id, id2phrase, phraseMap) are backed by the Double-Array Trie and therefore need the trie extra; the enumerator itself does not.

IDMap is a richer vocabulary on top of the same idea: it reserves the special symbols <pad> / <s> / </s> / <unk>, counts how often each token was observed, can be truncated to the most frequent tokens, and can be saved to / loaded from a plain text file.

from lpu.common.vocab import IDMap, LabelMap

idmap = IDMap()
idmap.feed_corpus('train.tsv', 0)   # feeds column 0, line by line
idmap.truncate(32000)               # keeps the symbols + the top tokens
idmap.save('vocab.txt')

ids = idmap.encode('the cat', add_symbols=True)  # surrounded by bos / eos
idmap.decode(ids)                               # 'the cat'

LabelMap is an IDMap for label fields, where a field may carry several weighted labels (positive:3 negative:1). str2dist() turns such a field into a normalized probability distribution, and str2score() into the expected value of the numeric labels.

labels = LabelMap()
labels.feed_field('positive negative')
labels.str2dist('positive:3 negative:1')  # [0.75, 0.25]

lpu.data_structs.trees

Tree expressions and operations: TreeNode, parseSExpression, calcEditDistance (sequence edit distance) and calcTreeEditDistance.

from lpu.data_structs import trees

tree = trees.TreeNode.fromS('(S (NP the cat) (VP sat))')
trees.calcEditDistance('kitten', 'sitting')                       # 3
trees.calcTreeEditDistance('(S (NP a))', '(S (NP b))')            # 1

lpu.metrics

Evaluation metrics for machine translation (bleu, ribes) and for ranking (ranking).

from lpu.metrics import bleu, ribes

ref = 'the cat sat on the mat'.split()
hyp = 'the cat sat on a mat'.split()
bleu.eval_bleu(ref, hyp, 4)
ribes.eval_ribes(ref, hyp)

bleu is a simple sentence-level implementation with no tokenization of its own; use sacrebleu for publishable, comparable scores. ribes implements NKT * P**alpha * BP**beta following Isozaki et al. (2010).

ranking evaluates a ranker from the ranks of the correct items, where a rank is 1-based and None means the item was not retrieved at all.

from lpu.metrics import ranking

ranks = [1, 2, None, 4]
ranking.calc_precision_at_k(ranks, 1)      # 0.25
ranking.calc_mean_reciprocal_rank(ranks)   # 0.4375

Optional features

These require the smt extra (pip install 'lpu[smt]'), which pulls in numpy, and a compiled build of the package. The Double-Array Trie additionally needs pycedar, installed with the trie extra (pip install 'lpu[smt,trie]'; pycedar publishes no Windows wheel, so the trie features are unavailable on Windows).

lpu.data_structs.trie

Dictionaries and ID maps implemented on a Double-Array Trie: IDMap, TwoWayIDMap and Dict.

lpu.smt.align.ibm_models

Classes to train and estimate word alignment based on the IBM models (model 1 and model 2).

lpu.smt.trans_models

Records, tables and operations over Moses / Travatar style phrase and rule tables, including phrase table triangulation for pivot translation.

These modules come from work on statistical machine translation and are kept for reference; for current word alignment work, tools such as fast_align, awesome-align or SimAlign are the usual choice.

Commands

LPU also installs directly executable commands.

lpu-abspath

$ lpu-abspath [-h] filepath [filepath ...]

Get absolute paths of given files or directories.

lpu-clean-parallel

$ lpu-clean-parallel [-h] [--min min_length] [--max max_length] \
    [--ratio ratio] [--target-directory directory_path] [--escape] \
    [--normalize] filepath [filepath ...] output_tag

Filter a parallel corpus by length and length ratio, keeping the lines of every side aligned.

lpu-dialog

$ lpu-dialog [-h] [--exist filepath] [--continue] [--yes] [--no]

Show a message on condition, wait and receive the user's response.

lpu-exec-parallel

$ lpu-exec-parallel [-h] [--input filepath] [--output filepath] \
    [--splitsize num_lines] [--chunks num_files] [--threads num_threads] \
    [--tmpdir directory_path] [--verbose] [--interval seconds] command

Execute a command in multiple processes by splitting the target file.

lpu-guess-langcode

$ lpu-guess-langcode [-h] filepath [filepath ...]

Guess the language codes from the given file names.

lpu-progress

$ lpu-progress [-h] [--lines] [--refresh seconds] [--header string] \
    [filepath [filepath ...]]

Show the progress of pipe I/O.

lpu-random-split

$ lpu-random-split [-h] --input filepath [filepath ...] \
    [--prefixes prefix [prefix ...]] [--suffixes suffix [suffix ...]] \
    --tags tag [tag ...] --split-sizes size [size ...] [--ignore-empty] \
    [--quiet] [--debug] [--random-seed seed] [--ids [suffix]]

Split a parallel corpus at random into several parts, keeping the line correspondence between the sides. One of --prefixes or --suffixes is required.

lpu-wait-files

$ lpu-wait-files [-h] [--quiet] [--debug] [--delay seconds] \
    [--interval seconds] [--timeout seconds] filepath [filepath ...]

Wait until the files are found.

Word alignment commands

$ lpu-word-align-train [-h] [--save-scores filepath] \
    [--decode-align filepath] [--iteration-limit num_iterations] \
    [--threshold min_probability] [--nbest integer] [--character] \
    [--debug] [--quiet] src_path trg_path save_trans_path [save_align_path]

$ lpu-word-align-score [-h] [--save-scores filepath] \
    [--decode-align filepath] [--character] [--debug] [--quiet] \
    src_path trg_path trans_path [align_path]

Train the IBM word alignment models on a parallel corpus, and score or decode alignments with a trained model. Requires the smt extra.

Phrase / rule table commands

$ lpu-smt-convert-extract [-h] ...
$ lpu-smt-filter [-h] ...
$ lpu-smt-make-glue-rules [-h] ...
$ lpu-smt-normalize [-h] ...
$ lpu-smt-triangulate [-h] ...

Operations over Moses / Travatar style phrase and rule tables. lpu-smt-triangulate builds a pivot phrase table from two tables sharing a pivot language. Requires the smt extra. Pass --help to each command for its options.

Development

$ uv sync
$ uv run pytest

The test suite runs against an editable build, so the C extensions are exercised. Tests that need the extensions, numpy or pycedar skip themselves when those are unavailable.

To install without building any C extension:

$ LPU_NO_EXTENSIONS=1 pip install .

License

MIT. See LICENSE.

Metadata

Release files for lpu 0.6.2

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

Source distribution (sdist)

Source distribution for lpu 0.6.2
File	Size	Uploaded	Provenance
lpu-0.6.2.tar.gz	176.4 kB	Oct 16, 2026	With provenance	Details

Built distributions (wheels)

Table of built distributions (wheels) for lpu 0.6.2
File	Interpreter	ABI	Platform	Reset
lpu-0.6.2-cp315-cp315-win_amd64.whl 721.8 kB Oct 16, 2026 With provenance	CPython 3.15	CPython 3.15	Windows x86-64	Details
lpu-0.6.2-cp315-cp315-win32.whl 669.5 kB Oct 16, 2026 With provenance	CPython 3.15	CPython 3.15	Windows x86-32	Details
lpu-0.6.2-cp315-cp315-musllinux_1_2_x86_64.whl 4.5 MB Oct 16, 2026 With provenance	CPython 3.15	CPython 3.15	Linux musl 1.2+ x86-64	Details
lpu-0.6.2-cp315-cp315-musllinux_1_2_aarch64.whl 4.4 MB Oct 16, 2026 With provenance	CPython 3.15	CPython 3.15	Linux musl 1.2+ ARM64	Details
lpu-0.6.2-cp315-cp315-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 3.6 MB Oct 16, 2026 With provenance	CPython 3.15	CPython 3.15	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details
lpu-0.6.2-cp315-cp315-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 3.5 MB Oct 16, 2026 With provenance	CPython 3.15	CPython 3.15	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details
lpu-0.6.2-cp315-cp315-macosx_11_0_arm64.whl 610.8 kB Oct 16, 2026 With provenance	CPython 3.15	CPython 3.15	macOS 11.0+ ARM64	Details
lpu-0.6.2-cp315-cp315-macosx_10_15_x86_64.whl 617.3 kB Oct 16, 2026 With provenance	CPython 3.15	CPython 3.15	macOS 10.15+ x86-64	Details
lpu-0.6.2-cp314-cp314-win_amd64.whl 723.9 kB Oct 16, 2026 With provenance	CPython 3.14	CPython 3.14	Windows x86-64	Details
lpu-0.6.2-cp314-cp314-win32.whl 669.8 kB Oct 16, 2026 With provenance	CPython 3.14	CPython 3.14	Windows x86-32	Details
lpu-0.6.2-cp314-cp314-musllinux_1_2_x86_64.whl 4.5 MB Oct 16, 2026 With provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details
lpu-0.6.2-cp314-cp314-musllinux_1_2_aarch64.whl 4.4 MB Oct 16, 2026 With provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARM64	Details
lpu-0.6.2-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 3.5 MB Oct 16, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details
lpu-0.6.2-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 3.5 MB Oct 16, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64	Details
lpu-0.6.2-cp314-cp314-macosx_11_0_arm64.whl 613.3 kB Oct 16, 2026 With provenance	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
lpu-0.6.2-cp314-cp314-macosx_10_15_x86_64.whl 618.3 kB Oct 16, 2026 With provenance	CPython 3.14	CPython 3.14	macOS 10.15+ x86-64	Details
lpu-0.6.2-cp313-cp313-win_amd64.whl 706.0 kB Oct 16, 2026 With provenance	CPython 3.13	CPython 3.13	Windows x86-64	Details
lpu-0.6.2-cp313-cp313-win32.whl 654.4 kB Oct 16, 2026 With provenance	CPython 3.13	CPython 3.13	Windows x86-32	Details
lpu-0.6.2-cp313-cp313-musllinux_1_2_x86_64.whl 4.6 MB Oct 16, 2026 With provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
lpu-0.6.2-cp313-cp313-musllinux_1_2_aarch64.whl 4.4 MB Oct 16, 2026 With provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARM64	Details
lpu-0.6.2-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 3.6 MB Oct 16, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details
lpu-0.6.2-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 3.5 MB Oct 16, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details
lpu-0.6.2-cp313-cp313-macosx_11_0_arm64.whl 608.1 kB Oct 16, 2026 With provenance	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
lpu-0.6.2-cp313-cp313-macosx_10_13_x86_64.whl 617.5 kB Oct 16, 2026 With provenance	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details
lpu-0.6.2-cp312-cp312-win_amd64.whl 708.1 kB Oct 16, 2026 With provenance	CPython 3.12	CPython 3.12	Windows x86-64	Details
lpu-0.6.2-cp312-cp312-win32.whl 655.5 kB Oct 16, 2026 With provenance	CPython 3.12	CPython 3.12	Windows x86-32	Details
lpu-0.6.2-cp312-cp312-musllinux_1_2_x86_64.whl 4.6 MB Oct 16, 2026 With provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
lpu-0.6.2-cp312-cp312-musllinux_1_2_aarch64.whl 4.4 MB Oct 16, 2026 With provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARM64	Details
lpu-0.6.2-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 3.6 MB Oct 16, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details
lpu-0.6.2-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 3.5 MB Oct 16, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details
lpu-0.6.2-cp312-cp312-macosx_11_0_arm64.whl 612.0 kB Oct 16, 2026 With provenance	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
lpu-0.6.2-cp312-cp312-macosx_10_13_x86_64.whl 620.2 kB Oct 16, 2026 With provenance	CPython 3.12	CPython 3.12	macOS 10.13+ x86-64	Details
lpu-0.6.2-cp311-cp311-win_amd64.whl 722.9 kB Oct 16, 2026 With provenance	CPython 3.11	CPython 3.11	Windows x86-64	Details
lpu-0.6.2-cp311-cp311-win32.whl 664.1 kB Oct 16, 2026 With provenance	CPython 3.11	CPython 3.11	Windows x86-32	Details
lpu-0.6.2-cp311-cp311-musllinux_1_2_x86_64.whl 4.6 MB Oct 16, 2026 With provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
lpu-0.6.2-cp311-cp311-musllinux_1_2_aarch64.whl 4.5 MB Oct 16, 2026 With provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARM64	Details
lpu-0.6.2-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 3.6 MB Oct 16, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details
lpu-0.6.2-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 3.6 MB Oct 16, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details
lpu-0.6.2-cp311-cp311-macosx_11_0_arm64.whl 608.5 kB Oct 16, 2026 With provenance	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
lpu-0.6.2-cp311-cp311-macosx_10_9_x86_64.whl 620.5 kB Oct 16, 2026 With provenance	CPython 3.11	CPython 3.11	macOS 10.9+ x86-64	Details
lpu-0.6.2-cp310-cp310-win_amd64.whl 724.1 kB Oct 16, 2026 With provenance	CPython 3.10	CPython 3.10	Windows x86-64	Details
lpu-0.6.2-cp310-cp310-win32.whl 666.5 kB Oct 16, 2026 With provenance	CPython 3.10	CPython 3.10	Windows x86-32	Details
lpu-0.6.2-cp310-cp310-musllinux_1_2_x86_64.whl 4.5 MB Oct 16, 2026 With provenance	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-64	Details
lpu-0.6.2-cp310-cp310-musllinux_1_2_aarch64.whl 4.3 MB Oct 16, 2026 With provenance	CPython 3.10	CPython 3.10	Linux musl 1.2+ ARM64	Details
lpu-0.6.2-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 3.5 MB Oct 16, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details
lpu-0.6.2-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 3.4 MB Oct 16, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details
lpu-0.6.2-cp310-cp310-macosx_11_0_arm64.whl 611.5 kB Oct 16, 2026 With provenance	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
lpu-0.6.2-cp310-cp310-macosx_10_9_x86_64.whl 624.2 kB Oct 16, 2026 With provenance	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details

Total release size: 111.9 MB

Release files / lpu-0.6.2.tar.gz

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Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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SHA-256 checksum: 53c36ca7a9201d2328ca9aa26edbc51984cfd741c7c1bf6b8d5ce29644f15403 Verifying attestations

Release files / lpu-0.6.2-cp315-cp315-musllinux_1_2_x86_64.whl

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Size	4.5 MB
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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SHA-256 checksum: 9fa5a2b5340bf4048e887cc4732ab35aa7f3fe9e43cfc45b348d123fe119a1d7 Verifying attestations

Release files / lpu-0.6.2-cp315-cp315-musllinux_1_2_aarch64.whl

Download URL	lpu-0.6.2-cp315-cp315-musllinux_1_2_aarch64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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Release files / lpu-0.6.2-cp315-cp315-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	lpu-0.6.2-cp315-cp315-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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SHA-256 checksum: 97dcba2a55a118940d4558709e14033451564e2bcbe9b5f76790aed631bdd57b Verifying attestations

Release files / lpu-0.6.2-cp315-cp315-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL	lpu-0.6.2-cp315-cp315-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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Release files / lpu-0.6.2-cp315-cp315-macosx_11_0_arm64.whl

Download URL	lpu-0.6.2-cp315-cp315-macosx_11_0_arm64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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SHA-256 checksum: 7d77cc004d0322ebc70ad2ba829782f716b5acc8bc891074f4626f1dc1e39b99 Verifying attestations

Release files / lpu-0.6.2-cp315-cp315-macosx_10_15_x86_64.whl

Download URL	lpu-0.6.2-cp315-cp315-macosx_10_15_x86_64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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SHA-256 checksum: cc5adea38e142dcc5391b168e66c0b71d37850b1c087c595c254bb7d3628f9a9 Verifying attestations

Release files / lpu-0.6.2-cp314-cp314-win_amd64.whl

Download URL	lpu-0.6.2-cp314-cp314-win_amd64.whl
Size	723.9 kB
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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SHA-256 checksum: 21289176aa68a375e08cce2ea1d9367aea771f3652326381a85623c7db9039d1 Verifying attestations

Release files / lpu-0.6.2-cp314-cp314-win32.whl

Download URL	lpu-0.6.2-cp314-cp314-win32.whl
Size	669.8 kB
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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Release files / lpu-0.6.2-cp314-cp314-musllinux_1_2_x86_64.whl

Download URL	lpu-0.6.2-cp314-cp314-musllinux_1_2_x86_64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

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Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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SHA-256 checksum: 983d0553b862d0e02016dab99ebfbc169e6a51a31d7c62021cd97b7973d50b7f Verifying attestations

Release files / lpu-0.6.2-cp314-cp314-musllinux_1_2_aarch64.whl

Download URL	lpu-0.6.2-cp314-cp314-musllinux_1_2_aarch64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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SHA-256 checksum: 8895d4b5d8e1d2633fc1c9cf6f9b1f49ce363353363039f8e1acec0064389c22 Verifying attestations

Release files / lpu-0.6.2-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	lpu-0.6.2-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
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Tags	CPython 3.14 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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SHA-256 checksum: 8b50a4a29778109a69b18a381ec37846c1bdfbe5c916961353a612b523ec5236 Verifying attestations

Release files / lpu-0.6.2-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL	lpu-0.6.2-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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SHA-256 checksum: fe23ef227c822b4de114f5f242afa01a30964fb61896a320e5f9505ad5acb5b1 Verifying attestations

Release files / lpu-0.6.2-cp314-cp314-macosx_11_0_arm64.whl

Download URL	lpu-0.6.2-cp314-cp314-macosx_11_0_arm64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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SHA-256 checksum: b4ebe8caaf8dadf61f96e93495aa74fe2d010a72c531bf8219067592b0c7e2d3 Verifying attestations

Release files / lpu-0.6.2-cp314-cp314-macosx_10_15_x86_64.whl

Download URL	lpu-0.6.2-cp314-cp314-macosx_10_15_x86_64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

Subject: lpu-0.6.2-cp314-cp314-macosx_10_15_x86_64.whl
SHA-256 checksum: 5c135f8887308828ca89028366b8ba8ecf0f84c7d40a8cf9f76d9bbd0a9b61a8 Verifying attestations

Release files / lpu-0.6.2-cp313-cp313-win_amd64.whl

Download URL	lpu-0.6.2-cp313-cp313-win_amd64.whl
Size	706.0 kB
Tags	CPython 3.13 Windows x86-64
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

Subject: lpu-0.6.2-cp313-cp313-win_amd64.whl
SHA-256 checksum: 952f60a89038771d70d7ce1b6b0fbfe007927720f1f4586c41e9f2fcfbcd2b3f Verifying attestations

Release files / lpu-0.6.2-cp313-cp313-win32.whl

Download URL	lpu-0.6.2-cp313-cp313-win32.whl
Size	654.4 kB
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

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Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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SHA-256 checksum: 7766ec8cad25ac078aa249dd9c4303bff6b01d55cb1c0888b39e5557371113c8 Verifying attestations

Release files / lpu-0.6.2-cp313-cp313-musllinux_1_2_x86_64.whl

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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

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Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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Release files / lpu-0.6.2-cp313-cp313-musllinux_1_2_aarch64.whl

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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

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Artifact

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Release files / lpu-0.6.2-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

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Artifact

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Release files / lpu-0.6.2-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

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Artifact

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Release files / lpu-0.6.2-cp313-cp313-macosx_11_0_arm64.whl

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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
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Artifact

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Release files / lpu-0.6.2-cp313-cp313-macosx_10_13_x86_64.whl

Download URL	lpu-0.6.2-cp313-cp313-macosx_10_13_x86_64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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Release files / lpu-0.6.2-cp312-cp312-win_amd64.whl

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Size	708.1 kB
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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Release files / lpu-0.6.2-cp312-cp312-win32.whl

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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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Release files / lpu-0.6.2-cp312-cp312-musllinux_1_2_x86_64.whl

Download URL	lpu-0.6.2-cp312-cp312-musllinux_1_2_x86_64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

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Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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Release files / lpu-0.6.2-cp312-cp312-musllinux_1_2_aarch64.whl

Download URL	lpu-0.6.2-cp312-cp312-musllinux_1_2_aarch64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

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Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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Release files / lpu-0.6.2-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	lpu-0.6.2-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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SHA-256 checksum: abbf36a42b51e891b3dea627ffd315ab4b7f26d1602cd22b5d25316251d3ef22 Verifying attestations

Release files / lpu-0.6.2-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL	lpu-0.6.2-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

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Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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SHA-256 checksum: bc5aa4b9753760bd3cdb1b1fbecdaa7f2a030b5907bd4aa93e4e08fed2367d12 Verifying attestations

Release files / lpu-0.6.2-cp312-cp312-macosx_11_0_arm64.whl

Download URL	lpu-0.6.2-cp312-cp312-macosx_11_0_arm64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

Subject: lpu-0.6.2-cp312-cp312-macosx_11_0_arm64.whl
SHA-256 checksum: 0353cc94f02c5863092369ecebc22687b2f3c9888b15cebc490f8e9822b17779 Verifying attestations

Release files / lpu-0.6.2-cp312-cp312-macosx_10_13_x86_64.whl

Download URL	lpu-0.6.2-cp312-cp312-macosx_10_13_x86_64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

Subject: lpu-0.6.2-cp312-cp312-macosx_10_13_x86_64.whl
SHA-256 checksum: ac1f6542dd4de5a206627232350c513b6f6f7c6f732007c23d265b6d28edb22e Verifying attestations

Release files / lpu-0.6.2-cp311-cp311-win_amd64.whl

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Size	722.9 kB
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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Release files / lpu-0.6.2-cp311-cp311-win32.whl

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Size	664.1 kB
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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SHA-256 checksum: 8f4cbf7062fd5fafa96e7f5641de99ef188420b4aaeb70993315f3451daafc14 Verifying attestations

Release files / lpu-0.6.2-cp311-cp311-musllinux_1_2_x86_64.whl

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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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Release files / lpu-0.6.2-cp311-cp311-musllinux_1_2_aarch64.whl

Download URL	lpu-0.6.2-cp311-cp311-musllinux_1_2_aarch64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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SHA-256 checksum: 736363e1c3b0b3b220a9dc821144ca08586960b0545f81849b4b16bd2708a9f5 Verifying attestations

Release files / lpu-0.6.2-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	lpu-0.6.2-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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SHA-256 checksum: 8d8fa8c5af71d36ab2d21499b95d80250b582f01cef2f06296a4c51a714d80cb Verifying attestations

Release files / lpu-0.6.2-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL	lpu-0.6.2-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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Release files / lpu-0.6.2-cp311-cp311-macosx_11_0_arm64.whl

Download URL	lpu-0.6.2-cp311-cp311-macosx_11_0_arm64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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Release files / lpu-0.6.2-cp311-cp311-macosx_10_9_x86_64.whl

Download URL	lpu-0.6.2-cp311-cp311-macosx_10_9_x86_64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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Release files / lpu-0.6.2-cp310-cp310-win_amd64.whl

Download URL	lpu-0.6.2-cp310-cp310-win_amd64.whl
Size	724.1 kB
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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Release files / lpu-0.6.2-cp310-cp310-win32.whl

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Size	666.5 kB
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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SHA-256 checksum: 1d66911669b4b2d4a9d3e980cbba7dc941dc26c3f3c8c9140339286b20429fa0 Verifying attestations

Release files / lpu-0.6.2-cp310-cp310-musllinux_1_2_x86_64.whl

Download URL	lpu-0.6.2-cp310-cp310-musllinux_1_2_x86_64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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SHA-256 checksum: 744c6d3746f1fec854ece426f58576a240dc7b0eac4e9e5e7df456f16c952caa Verifying attestations

Release files / lpu-0.6.2-cp310-cp310-musllinux_1_2_aarch64.whl

Download URL	lpu-0.6.2-cp310-cp310-musllinux_1_2_aarch64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

Subject: lpu-0.6.2-cp310-cp310-musllinux_1_2_aarch64.whl
SHA-256 checksum: 98989ae9c76d23dede9fdaace66e36400e0bf2bc49ed40d8fe8044deba815ddd Verifying attestations

Release files / lpu-0.6.2-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	lpu-0.6.2-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

Subject: lpu-0.6.2-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 25a2df04fba28cbf471d312aed38160231a7dc85bedd9a895898d56b08d7b19d Verifying attestations

Release files / lpu-0.6.2-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL	lpu-0.6.2-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
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Tags	CPython 3.10 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

Subject: lpu-0.6.2-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: e98e07f6d8aa943f78c33dfd8cbdce435ade05e7466e90881fc75f583d10c2b3 Verifying attestations

Release files / lpu-0.6.2-cp310-cp310-macosx_11_0_arm64.whl

Download URL	lpu-0.6.2-cp310-cp310-macosx_11_0_arm64.whl
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

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SHA-256 checksum: 9b5039a7488527c725d57199be9dc29b439ddfbfcd51fe79e42fe3ed28ecfa36 Verifying attestations

Release files / lpu-0.6.2-cp310-cp310-macosx_10_9_x86_64.whl

Download URL	lpu-0.6.2-cp310-cp310-macosx_10_9_x86_64.whl
Size	624.2 kB
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SHA-256 checksum How to use checksums	`6c3dbedeafce179961aba42ec5cf21cbe0908d797888608670049780262a369a`
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Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/akivajp/lpu
Publishing commit: github.com/akivajp/lpu/tree/34429bdec1f04fe49d4e0b37e992c7f494287219

Workflow

Publishing configuration: github.com/akivajp/lpu/blob/34429bdec1f04fe49d4e0b37e992c7f494287219/.github/workflows/release.yml
Publishing logs: github.com/akivajp/lpu/actions/runs/38844216139/attempts/1

Artifact

Subject: lpu-0.6.2-cp310-cp310-macosx_10_9_x86_64.whl
SHA-256 checksum: 6c3dbedeafce179961aba42ec5cf21cbe0908d797888608670049780262a369a Verifying attestations