From f57e6453582cf20129c487119fcede38dbbbc974 Mon Sep 17 00:00:00 2001 From: Patricio Cerda Mardini Date: Tue, 12 Mar 2024 11:41:27 +0100 Subject: [PATCH] replace langid with faster fork py3langid --- poetry.lock | 329 ++++++++++++++++--------------- pyproject.toml | 2 +- tests/unit_tests/test_helpers.py | 8 + type_infer/rule_based/helpers.py | 6 +- 4 files changed, 180 insertions(+), 165 deletions(-) diff --git a/poetry.lock b/poetry.lock index 189da9e..e8a9b3a 100644 --- a/poetry.lock +++ b/poetry.lock @@ -2,14 +2,14 @@ [[package]] name = "click" -version = "8.1.6" +version = "8.1.7" description = "Composable command line interface toolkit" category = "main" optional = false python-versions = ">=3.7" files = [ - {file = "click-8.1.6-py3-none-any.whl", hash = "sha256:fa244bb30b3b5ee2cae3da8f55c9e5e0c0e86093306301fb418eb9dc40fbded5"}, - {file = "click-8.1.6.tar.gz", hash = "sha256:48ee849951919527a045bfe3bf7baa8a959c423134e1a5b98c05c20ba75a1cbd"}, + {file = 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TestLangid(unittest.TestCase): + def test_get_language_dist(self): + dist = get_language_dist(['This is clearly English', 'Y esto es claramente español']) + self.assertTrue('en' in dist and dist['en'] == 1) + self.assertTrue('es' in dist and dist['es'] == 1) diff --git a/type_infer/rule_based/helpers.py b/type_infer/rule_based/helpers.py index 8e3049b..0ef5ccd 100644 --- a/type_infer/rule_based/helpers.py +++ b/type_infer/rule_based/helpers.py @@ -6,8 +6,8 @@ import numpy as np import scipy.stats as st -from langid.langid import LanguageIdentifier -from langid.langid import model as langid_model +from py3langid.langid import LanguageIdentifier +from py3langid.langid import MODEL_FILE as LANGID_MODEL_FILE from type_infer.dtype import dtype @@ -109,7 +109,7 @@ def get_language_dist(data): lang_dist = defaultdict(lambda: 0) lang_dist['Unknown'] = 0 lang_probs_cache = dict() - identifier = LanguageIdentifier.from_modelstring(langid_model, norm_probs=True) + identifier = LanguageIdentifier.from_pickled_model(LANGID_MODEL_FILE, norm_probs=True) for text in data: text = str(text) text = text.translate(str.maketrans('', '', string.punctuation))