fix: add tests and benchmarking for emojis removal

Этот коммит содержится в:
Viginum-DataScientist-6 2025-05-26 13:00:31 +02:00
родитель ad5e63da8b
Коммит 8cbd9d87a9
5 изменённых файлов: 431 добавлений и 115 удалений

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@ -227,4 +227,5 @@ pyrightconfig.json
*.pkl *.pkl
*.ftz *.ftz
use_model_kaggle/ use_model_kaggle/
include/ include/
.benchmarks

373
poetry.lock сгенерированный
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@ -30,116 +30,116 @@ wheel = ">=0.23.0,<1.0"
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[[package]] [[package]]
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{file = "tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc"},
{file = "tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff"},
]
[[package]] [[package]]
name = "tqdm" name = "tqdm"
version = "4.67.1" version = "4.67.1"
@ -1440,11 +1586,12 @@ version = "4.13.2"
description = "Backported and Experimental Type Hints for Python 3.8+" description = "Backported and Experimental Type Hints for Python 3.8+"
optional = false optional = false
python-versions = ">=3.8" python-versions = ">=3.8"
groups = ["main"] groups = ["main", "dev"]
files = [ files = [
{file = "typing_extensions-4.13.2-py3-none-any.whl", hash = "sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c"}, {file = "typing_extensions-4.13.2-py3-none-any.whl", hash = "sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c"},
{file = "typing_extensions-4.13.2.tar.gz", hash = "sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef"}, {file = "typing_extensions-4.13.2.tar.gz", hash = "sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef"},
] ]
markers = {dev = "python_version < \"3.11\""}
[[package]] [[package]]
name = "tzdata" name = "tzdata"
@ -1601,4 +1748,4 @@ files = [
[metadata] [metadata]
lock-version = "2.1" lock-version = "2.1"
python-versions = "^3.10" python-versions = "^3.10"
content-hash = "2dfafdb687a8028341e4de0212f890e126ce9f14d1d6e4ac51c40dd6904dd38e" content-hash = "2a469cf6cd729d58a4315152a037a242fdc09dba63fe3adfe00bbb88c3f16863"

Просмотреть файл

@ -20,6 +20,13 @@ tensorflow-hub = "0.16.1"
tensorflow-text = "2.18.1" tensorflow-text = "2.18.1"
tqdm = "4.67.1" tqdm = "4.67.1"
[tool.poetry.group.dev]
optional = true
[tool.poetry.group.dev.dependencies]
pytest = "^8.3.5"
pytest-benchmark = "^5.1.0"
[build-system] [build-system]
requires = ["setuptools","poetry-core"] requires = ["setuptools", "poetry-core"]
build-backend = "poetry.core.masonry.api" build-backend = "poetry.core.masonry.api"

118
tests/emojis_remover_test.py Обычный файл
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@ -0,0 +1,118 @@
import os
from typing import Any, Generator, TypeVar
import pytest
from get_unicode_emojis_list import (
EMOJI_TESTFILE_FILENAME,
get_all_emojis_from_latest_unicode_emojis_specification_with_download,
)
from pytest_benchmark.fixture import (
BenchmarkFixture,
)
import d3lta.emojis_remover
@pytest.fixture(
name="emojis_remover",
params=[
d3lta.emojis_remover.ExplicitUnicodeBlocksEmojisRemover,
pytest.param(
d3lta.emojis_remover.DemojiEmojisRemover,
marks=pytest.mark.xfail(
reason="`demoji`'s detection engine does not detect all emojis in the Unicode specification",
strict=True,
),
),
],
)
def fixture_emojis_remover(
request: pytest.FixtureRequest,
) -> d3lta.emojis_remover.EmojisRemover:
return request.param()
T = TypeVar("T")
FixtureWithTeardown = Generator[T, Any, Any]
@pytest.fixture(name="latest_unicode_public_emojis", scope="session")
def fixture_latest_unicode_public_emojis() -> FixtureWithTeardown[list[str]]:
"""Latest list of emojis from the unicode consortium"""
emojis = get_all_emojis_from_latest_unicode_emojis_specification_with_download()
print(f"Retrieved {len(emojis)} unique emojis")
yield emojis
os.remove(EMOJI_TESTFILE_FILENAME)
ACCEPTABLE_ASCII_SYMBOLS = [
"*",
"#",
"©",
"®",
"",
"",
"",
"",
"",
"",
"0",
"1",
"2",
"3",
"4",
"5",
"6",
"7",
"8",
"9",
]
def is_acceptable_ascii_symbol(text: str):
return text in ACCEPTABLE_ASCII_SYMBOLS
def test_removes_all_emojis_in_latest_unicode_emojis_specification(
latest_unicode_public_emojis: list[str],
emojis_remover: d3lta.emojis_remover.EmojisRemover,
):
for i, emoji in enumerate(latest_unicode_public_emojis):
replacement = emojis_remover.remove_symbols(emoji)
assert len(replacement) == 0 or is_acceptable_ascii_symbol(replacement), (
f"Error at index {i}: {emoji} yields {replacement} ({replacement.encode('unicode-escape')})"
)
@pytest.fixture(name="sample_text")
def fixture_sample_text() -> str:
return """
The representatives of the French People, formed into a National Assembly, considering ignorance, forgetfulness or contempt of the rights of man to be the only causes of public misfortunes and the corruption of Governments, have resolved to set forth, in a solemn Declaration, the natural, unalienable and sacred rights of man, to the end that this Declaration, constantly present to all members of the body politic, may remind them unceasingly of their rights and their duties; to the end that the acts of the legislative power and those of the executive power, since they may be continually compared with the aim of every political institution, may thereby be the more respected; to the end that the demands of the citizens, founded henceforth on simple and incontestable principles, may always be directed toward the maintenance of the Constitution and the happiness of all.
In consequence whereof, the National Assembly recognises and declares, in the presence and under the auspices of the Supreme Being, the following Rights of Man and of the Citizen.
""".strip()
@pytest.fixture(name="sample_text_with_emojipasta")
def fixture_sample_text_with_emojipasta() -> str:
return """
The representatives of the French 🥖🥐🍟 People, 🚷 formed 🈸 into a National 🏞 Assembly, 🧑🏭 considering 🤔 ignorance, 🤷🤷 forgetfulness or contempt of the rights 🧎 of man 👳👨🔬👳👨🔬👳👨🔬 to be the only causes 🎗 of public 🚋🚅📢 misfortunes and the corruption of Governments, have 🈶 resolved to set 📐 forth, in a solemn Declaration, the natural, unalienable and sacred 🔥 rights 👉 of man, 👨👩👧👧👨💋👨👩👨🚶👨🦳👨👩👦👦🚣👨🦽👞🧛 to the end 🔚 that this 🙂 Declaration, constantly present 🎁 to all members of the body 🖐👀🤟🦷👁🤚🖕👄👅🤲 politic, may remind them unceasingly of their rights 👩🦽 and their duties; to the end 🔚 that the acts of the legislative power 🔋🔌 and those of the executive power, since they 👩👩👦👦 may be continually compared with the aim of every political institution, may thereby be the more respected; to the end 🔚 that the demands 🫴 of the citizens, founded henceforth on simple and incontestable principles, may always be directed 🎯 toward the maintenance of the Constitution and the happiness of all.
In consequence whereof, the National 🏞 Assembly 👩🏭👨🏭 recognises and declares, in the presence and under 🌁🌁🌁 the auspices of the Supreme Being, 🐝 the following Rights 👨🦼 of Man 👨🔬 and of the Citizen.
""".strip()
def test_on_text_sample(
emojis_remover: d3lta.emojis_remover.EmojisRemover,
sample_text_with_emojipasta: str,
sample_text: str,
benchmark: BenchmarkFixture,
):
processed = benchmark(
emojis_remover.remove_symbols,
sample_text_with_emojipasta,
)
assert processed == sample_text

43
tests/get_unicode_emojis_list.py Обычный файл
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@ -0,0 +1,43 @@
# taken from https://gist.github.com/msenol86/44082269be46aa446ccda9d02202e523
import os
import re
import urllib.request
EMOJI_TESTFILE_FILENAME = "emoji-test.txt"
EMOJI_DATA_URL = "https://unicode.org/Public/emoji/latest/emoji-test.txt"
def download_latest_emoji_test_data() -> None:
with urllib.request.urlopen(EMOJI_DATA_URL) as emoji_data_request_response:
emoji_test_file = emoji_data_request_response.read()
with open(EMOJI_TESTFILE_FILENAME, "wb") as tmp_file:
tmp_file.write(emoji_test_file)
def get_all_emojis_from_latest_unicode_emojis_specification_with_download() -> list[
str
]:
if not os.path.exists(EMOJI_TESTFILE_FILENAME):
print(EMOJI_TESTFILE_FILENAME + " file not found. Downloading it ...")
download_latest_emoji_test_data()
emoji_matching_in_unicode_specification_v16_0_pattern = re.compile(
r"(?:minimally|fully)-qualified[ ]*# (?P<emoji>.*?) "
)
with open(EMOJI_TESTFILE_FILENAME, "r", encoding="utf8") as unicode_data:
unicode_data_rows = unicode_data.read()
def _deduplicate(items: list[str]):
return list(set(items))
emojis = _deduplicate(
emoji_matching_in_unicode_specification_v16_0_pattern.findall(unicode_data_rows)
)
return emojis
if __name__ == "__main__":
print(get_all_emojis_from_latest_unicode_emojis_specification_with_download())