John 9500d04791
detect document language across all partitioners (#1627)
### Summary
Closes #1534 and #1535
Detects document language using `langdetect` package. 
Creates new kwargs for user to set the document language (`languages`)
or detect the language at the element level instead of the default
document level (`detect_language_per_element`)

---------

Co-authored-by: shreyanid <42684285+shreyanid@users.noreply.github.com>
Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
Co-authored-by: Coniferish <Coniferish@users.noreply.github.com>
Co-authored-by: cragwolfe <crag@unstructured.io>
Co-authored-by: Austin Walker <austin@unstructured.io>
2023-10-11 01:47:56 +00:00

84 lines
2.6 KiB
Python

import pytest
from unstructured.partition import lang
def test_prepare_languages_for_tesseract_with_one_language():
languages = ["en"]
assert lang.prepare_languages_for_tesseract(languages) == "eng"
def test_prepare_languages_for_tesseract_special_case():
languages = ["osd"]
assert lang.prepare_languages_for_tesseract(languages) == "osd"
languages = ["equ"]
assert lang.prepare_languages_for_tesseract(languages) == "equ"
def test_prepare_languages_for_tesseract_removes_empty_inputs():
languages = ["kbd", "es"]
assert lang.prepare_languages_for_tesseract(languages) == "spa+spa_old"
def test_prepare_languages_for_tesseract_includes_variants():
languages = ["chi"]
assert (
lang.prepare_languages_for_tesseract(languages)
== "chi_sim+chi_sim_vert+chi_tra+chi_tra_vert"
)
def test_prepare_languages_for_tesseract_with_multiple_languages():
languages = ["ja", "afr", "en", "equ"]
assert lang.prepare_languages_for_tesseract(languages) == "jpn+jpn_vert+afr+eng+equ"
def test_prepare_languages_for_tesseract_warns_nonstandard_language(caplog):
languages = ["zzz", "chi"]
assert (
lang.prepare_languages_for_tesseract(languages)
== "chi_sim+chi_sim_vert+chi_tra+chi_tra_vert"
)
assert "not a valid standard language code" in caplog.text
def test_prepare_languages_for_tesseract_warns_non_tesseract_language(caplog):
languages = ["kbd", "eng"]
assert lang.prepare_languages_for_tesseract(languages) == "eng"
assert "not a language supported by Tesseract" in caplog.text
def test_detect_languages_english_auto():
text = "This is a short sentence."
assert lang.detect_languages(text) == ["eng"]
def test_detect_languages_english_provided():
text = "This is another short sentence."
languages = ["en"]
assert lang.detect_languages(text, languages) == ["eng"]
def test_detect_languages_korean_auto():
text = "안녕하세요"
assert lang.detect_languages(text) == ["kor"]
def test_detect_languages_gets_multiple_languages():
text = "My lubimy mleko i chleb."
assert lang.detect_languages(text) == ["ces", "pol", "slk"]
def test_detect_languages_warns_for_auto_and_other_input(caplog):
text = "This is another short sentence."
languages = ["en", "auto", "rus"]
assert lang.detect_languages(text, languages) == ["eng"]
assert "rest of the inputted languages will be ignored" in caplog.text
def test_detect_languages_raises_TypeError_for_invalid_languages():
with pytest.raises(TypeError):
text = "This is a short sentence."
lang.detect_languages(text, languages="eng") == ["eng"]