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from pathlib import Path
import requests
from unittest import TestCase
from configuration import ROOT_PATH
SRC_PATH = Path(__file__).parent.parent.parent
class TestEndToEnd(TestCase):
service_url = "http://localhost:5060"
def test_info(self):
results = requests.get(f"{self.service_url}/info")
self.assertEqual(200, results.status_code)
self.assertIn("ko", results.json()["supported_languages"])
self.assertIn("kor-vert", results.json()["supported_languages"])
self.assertIn("ru", results.json()["supported_languages"])
self.assertIn("el", results.json()["supported_languages"])
def test_error_file(self):
with open(f"{ROOT_PATH}/test_pdfs/error.pdf", "rb") as stream:
files = {"file": stream}
results = requests.post(f"{self.service_url}", files=files)
self.assertEqual(422, results.status_code)
def test_blank_pdf(self):
with open(f"{ROOT_PATH}/test_pdfs/blank.pdf", "rb") as stream:
files = {"file": stream}
results = requests.post(f"{self.service_url}", files=files)
self.assertEqual(200, results.status_code)
self.assertEqual(0, len(results.json()))
def test_segmentation_some_empty_pages(self):
with open(f"{ROOT_PATH}/test_pdfs/some_empty_pages.pdf", "rb") as stream:
files = {"file": stream}
results = requests.post(f"{self.service_url}", files=files)
self.assertEqual(200, results.status_code)
self.assertEqual(2, len(results.json()))
def test_image_pdfs(self):
with open(f"{ROOT_PATH}/test_pdfs/image.pdf", "rb") as stream:
files = {"file": stream}
results = requests.post(f"{self.service_url}", files=files)
self.assertEqual(200, results.status_code)
def test_regular_pdf(self):
with open(f"{ROOT_PATH}/test_pdfs/regular.pdf", "rb") as stream:
files = {"file": stream}
results = requests.post(f"{self.service_url}", files=files)
results_list = results.json()
expected_content = "RESOLUCIÓN DE LA CORTE INTERAMERICANA DE DERECHOS HUMANOS DEL 29 DE JULIO DE 1991"
self.assertEqual(200, results.status_code)
self.assertEqual(expected_content, results_list[0]["text"])
self.assertEqual(157, results_list[0]["left"])
self.assertEqual(105, results_list[0]["top"])
self.assertEqual(282, results_list[0]["width"])
self.assertEqual(36, results_list[0]["height"])
self.assertEqual(1, results_list[0]["page_number"])
self.assertEqual(595, results_list[0]["page_width"])
self.assertEqual(842, results_list[0]["page_height"])
self.assertEqual("Section header", results_list[0]["type"])
def test_error_file_fast(self):
with open(f"{ROOT_PATH}/test_pdfs/error.pdf", "rb") as stream:
files = {"file": stream}
data = {"fast": "True"}
results = requests.post(f"{self.service_url}", files=files, data=data)
self.assertEqual(422, results.status_code)
def test_blank_pdf_fast(self):
with open(f"{ROOT_PATH}/test_pdfs/blank.pdf", "rb") as stream:
files = {"file": stream}
data = {"fast": "True"}
results = requests.post(f"{self.service_url}", files=files, data=data)
self.assertEqual(200, results.status_code)
self.assertEqual(0, len(results.json()))
def test_segmentation_some_empty_pages_fast(self):
with open(f"{ROOT_PATH}/test_pdfs/some_empty_pages.pdf", "rb") as stream:
files = {"file": stream}
data = {"fast": "True"}
results = requests.post(f"{self.service_url}", files=files, data=data)
self.assertEqual(200, results.status_code)
self.assertEqual(2, len(results.json()))
def test_image_pdfs_fast(self):
with open(f"{ROOT_PATH}/test_pdfs/image.pdf", "rb") as stream:
files = {"file": stream}
data = {"fast": "True"}
results = requests.post(f"{self.service_url}", files=files, data=data)
self.assertEqual(200, results.status_code)
self.assertEqual(0, len(results.json()))
def test_regular_pdf_fast(self):
with open(f"{ROOT_PATH}/test_pdfs/regular.pdf", "rb") as stream:
files = {"file": stream}
data = {"fast": "True"}
results = requests.post(f"{self.service_url}", files=files, data=data)
results_list = results.json()
expected_content = "RESOLUCIÓN DE LA CORTE INTERAMERICANA DE DERECHOS HUMANOS"
self.assertEqual(200, results.status_code)
self.assertEqual(expected_content, results_list[0]["text"])
self.assertEqual(157, results_list[0]["left"])
self.assertEqual(106, results_list[0]["top"])
self.assertEqual(278, results_list[0]["width"])
self.assertEqual(24, results_list[0]["height"])
self.assertEqual(1, results_list[0]["page_number"])
self.assertEqual(595, results_list[0]["page_width"])
self.assertEqual(842, results_list[0]["page_height"])
self.assertEqual("Section header", results_list[0]["type"])
def test_save_xml_fast(self):
xml_name = "test_fast.xml"
with open(f"{ROOT_PATH}/test_pdfs/regular.pdf", "rb") as stream:
files = {"file": stream}
data = {"fast": "True"}
requests.post(f"{self.service_url}/save_xml/{xml_name}", files=files, data=data)
result_xml = requests.get(f"{self.service_url}/get_xml/{xml_name}")
self.assertEqual(200, result_xml.status_code)
self.assertIsNotNone(result_xml.text)
def test_save_xml(self):
xml_name = "test.xml"
with open(f"{ROOT_PATH}/test_pdfs/regular.pdf", "rb") as stream:
files = {"file": stream}
data = {"fast": "False"}
requests.post(f"{self.service_url}/save_xml/{xml_name}", files=files, data=data)
result_xml = requests.get(f"{self.service_url}/get_xml/{xml_name}")
self.assertEqual(200, result_xml.status_code)
self.assertIsNotNone(result_xml.text)
def test_korean(self):
with open(f"{ROOT_PATH}/test_pdfs/korean.pdf", "rb") as stream:
files = {"file": stream}
results = requests.post(f"{self.service_url}", files=files)
self.assertEqual(200, results.status_code)
def test_chinese(self):
with open(f"{ROOT_PATH}/test_pdfs/chinese.pdf", "rb") as stream:
files = {"file": stream}
results = requests.post(f"{self.service_url}", files=files)
self.assertEqual(200, results.status_code)
def test_korean_fast(self):
with open(f"{ROOT_PATH}/test_pdfs/korean.pdf", "rb") as stream:
files = {"file": stream}
data = {"fast": "True"}
results = requests.post(f"{self.service_url}", files=files, data=data)
self.assertEqual(200, results.status_code)
def test_chinese_fast(self):
with open(f"{ROOT_PATH}/test_pdfs/chinese.pdf", "rb") as stream:
files = {"file": stream}
data = {"fast": "True"}
results = requests.post(f"{self.service_url}", files=files, data=data)
self.assertEqual(200, results.status_code)
def test_toc(self):
with open(f"{ROOT_PATH}/test_pdfs/toc-test.pdf", "rb") as stream:
files = {"file": stream}
response = requests.post(f"{self.service_url}/toc", files=files)
response_json = response.json()
self.assertEqual(response.status_code, 200)
self.assertEqual(len(response_json), 5)
self.assertEqual(response_json[0]["label"], "TEST")
self.assertEqual(response_json[0]["indentation"], 0)
self.assertEqual(response_json[-1]["label"], "C. TITLE LONGER")
self.assertEqual(response_json[-1]["indentation"], 2)
def test_toc_fast(self):
with open(f"{ROOT_PATH}/test_pdfs/toc-test.pdf", "rb") as stream:
files = {"file": stream}
data = {"fast": "True"}
response = requests.post(f"{self.service_url}/toc", files=files, data=data)
response_json = response.json()
self.assertEqual(response.status_code, 200)
self.assertEqual(len(response_json), 5)
self.assertEqual(response_json[0]["label"], "TEST")
self.assertEqual(response_json[0]["indentation"], 0)
self.assertEqual(response_json[-1]["label"], "C. TITLE LONGER")
self.assertEqual(response_json[-1]["indentation"], 2)
def test_text_extraction(self):
with open(f"{ROOT_PATH}/test_pdfs/test.pdf", "rb") as stream:
files = {"file": stream}
response = requests.post(f"{self.service_url}/text", files=files)
response_json = response.json()
self.assertEqual(response.status_code, 200)
self.assertEqual(response_json.split()[0], "Document")
self.assertEqual(response_json.split()[1], "Big")
self.assertEqual(response_json.split()[-1], "TEXT")
def test_text_extraction_fast(self):
with open(f"{ROOT_PATH}/test_pdfs/test.pdf", "rb") as stream:
files = {"file": stream}
data = {"fast": "True"}
response = requests.post(f"{self.service_url}/text", files=files, data=data)
response_json = response.json()
self.assertEqual(response.status_code, 200)
self.assertEqual(response_json.split()[0], "Document")
self.assertEqual(response_json.split()[1], "Big")
self.assertEqual(response_json.split()[-1], "TEXT")
def test_table_extraction(self):
with open(f"{ROOT_PATH}/test_pdfs/table.pdf", "rb") as stream:
files = {"file": stream}
data = {"parse_tables_and_math": "true"}
response = requests.post(f"{self.service_url}", files=files, data=data)
response_json = response.json()
table_html = response_json[0]["text"]
parts = table_html.split("<td>")
values = []
for part in parts[1:]:
value = part.split("</td>")[0]
values.append(value)
col1, col2, data_1a, data_1b, data_2a, data_2b = values
self.assertEqual(response.status_code, 200)
self.assertIn("Column 1", col1)
self.assertIn("Column 2", col2)
self.assertIn("Data 1A", data_1a)
self.assertIn("Data 1B", data_1b)
self.assertIn("Data 2A", data_2a)
self.assertIn("Data 2B", data_2b)
def test_formula_extraction(self):
with open(f"{ROOT_PATH}/test_pdfs/formula.pdf", "rb") as stream:
files = {"file": stream}
data = {"parse_tables_and_math": "true"}
response = requests.post(f"{self.service_url}", files=files, data=data)
response_json = response.json()
formula_text = response_json[1]["text"]
self.assertEqual(response.status_code, 200)
self.assertIn("E_{p r i o r}", formula_text)
self.assertIn("(\\Theta)\\", formula_text)
def test_ocr_english(self):
with open(Path(ROOT_PATH, "test_pdfs", "ocr-sample-english.pdf"), "rb") as stream:
files = {"file": stream}
result_ocr = requests.post(f"{self.service_url}/ocr", files=files)
files = {"file": result_ocr.content}
results = requests.post(f"{self.service_url}", files=files)
results_list = results.json()
self.assertEqual(200, results.status_code)
self.assertEqual(1, len(results_list))
self.assertEqual("Test text OCR", results_list[0]["text"])
self.assertEqual(248, results_list[0]["left"])
self.assertEqual(264, results_list[0]["top"])
self.assertEqual(313, results_list[0]["width"])
self.assertEqual(50, results_list[0]["height"])
self.assertEqual(1, results_list[0]["page_number"])
self.assertEqual(842, results_list[0]["page_width"])
self.assertEqual(595, results_list[0]["page_height"])
self.assertEqual("Section header", results_list[0]["type"])
def test_ocr_pdf_with_text(self):
with open(Path(ROOT_PATH, "test_pdfs", "ocr-sample-already-ocred.pdf"), "rb") as stream:
files = {"file": stream}
result_ocr = requests.post(f"{self.service_url}/ocr", files=files)
files = {"file": result_ocr.content}
results = requests.post(f"{self.service_url}", files=files)
results_list = results.json()
self.assertEqual(200, results.status_code)
self.assertEqual(2, len(results_list))
self.assertEqual("This is some real text", results_list[0]["text"])
self.assertEqual("Text", results_list[0]["type"])
self.assertEqual("This is some text in an image", results_list[1]["text"])
self.assertEqual("Text", results_list[1]["type"])
def test_ocr_failing(self):
with open(Path(ROOT_PATH, "test_pdfs", "not_a_pdf.pdf"), "rb") as stream:
files = {"file": stream}
result_ocr = requests.post(f"{self.service_url}/ocr", files=files)
self.assertEqual(500, result_ocr.status_code)
def test_html_extraction(self):
with open(f"{ROOT_PATH}/test_pdfs/regular.pdf", "rb") as stream:
files = {"file": stream}
results = requests.post(f"{self.service_url}/html", files=files)
result = results.json()
span_elements = [
"<span id='page-1-0'></span>",
"<span id='page-1-1'></span>",
"<span id='page-1-2'></span>",
"<span id='page-1-3'></span>",
"<span id='page-1-4'></span>",
"<span id='page-1-8'></span>",
"<span id='page-1-11'></span>",
"<span id='page-1-12'></span>",
"<span id='page-1-13'></span>",
]
heading_elements = [
"<h4><b>RESOLUCIÓN DE LA</b> <b>CORTE INTERAMERICANA DE DERECHOS HUMANOS</b> <b>DEL 29 DE JULIO DE 1991</b></h4>",
"<h4><b>MEDIDAS PROVISIONALES SOLICITADAS POR LA COMISIÓN</b> <b>INTERAMERICANA DE DERECHOS HUMANOS</b> <b>RESPECTO DE GUATEMALA</b></h4>",
"<h4><b>CASO CHUNIMA</b></h4>",
"<h4><b>LA CORTE INTERAMERICANA DE DERECHOS HUMANOS,</b></h4>",
"<h4><b>VISTOS:</b></h4>",
"<h4><b>CONSIDERANDO:</b></h4>",
"<h4><b>POR TANTO:</b></h4>",
"<h4><b>LA CORTE INTERAMERICANA DE DERECHOS HUMANOS,</b></h4>",
"<h4><b>RESUELVE:</b></h4>",
]
bold_elements = [
"<b>RESOLUCIÓN DE LA</b>",
"<b>CORTE INTERAMERICANA DE DERECHOS HUMANOS</b>",
"<b>DEL 29 DE JULIO DE 1991</b>",
"<b>MEDIDAS PROVISIONALES SOLICITADAS POR LA COMISIÓN</b>",
"<b>INTERAMERICANA DE DERECHOS HUMANOS</b>",
"<b>RESPECTO DE GUATEMALA</b>",
"<b>CASO CHUNIMA</b>",
"<b>LA CORTE INTERAMERICANA DE DERECHOS HUMANOS,</b>",
"<b>VISTOS:</b>",
"<b>CONSIDERANDO:</b>",
"<b>POR TANTO:</b>",
"<b>LA CORTE INTERAMERICANA DE DERECHOS HUMANOS,</b>",
"<b>RESUELVE:</b>",
]
self.assertEqual(200, results.status_code)
for span_element in span_elements:
self.assertIn(span_element, result)
for heading_element in heading_elements:
self.assertIn(heading_element, result)
for bold_element in bold_elements:
self.assertIn(bold_element, result)
def test_markdown_extraction(self):
with open(f"{ROOT_PATH}/test_pdfs/regular.pdf", "rb") as stream:
files = {"file": stream}
results = requests.post(f"{self.service_url}/markdown", files=files)
heading_elements = [
"#### **RESOLUCIÓN DE LA** **CORTE INTERAMERICANA DE DERECHOS HUMANOS** **DEL 29 DE JULIO DE 1991**\n\n",
"#### **MEDIDAS PROVISIONALES SOLICITADAS POR LA COMISIÓN** **INTERAMERICANA DE DERECHOS HUMANOS** **RESPECTO DE GUATEMALA**\n\n",
"#### **CASO CHUNIMA**\n\n",
"#### **LA CORTE INTERAMERICANA DE DERECHOS HUMANOS,**\n\n",
"#### **VISTOS:**\n\n",
"#### **CONSIDERANDO:**\n\n",
"#### **POR TANTO:**\n\n",
"#### **LA CORTE INTERAMERICANA DE DERECHOS HUMANOS,**\n\n",
"#### **RESUELVE:**\n\n",
]
result = results.json()
self.assertEqual(200, results.status_code)
for heading_element in heading_elements:
self.assertIn(heading_element, result)
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