mirror of
https://github.com/opendatalab/MinerU.git
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83 lines
2.8 KiB
Python
83 lines
2.8 KiB
Python
import pytest
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import os
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from conf import conf
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import os
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import json
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from magic_pdf.pipe.UNIPipe import UNIPipe
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from magic_pdf.rw.DiskReaderWriter import DiskReaderWriter
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from lib import calculate_score
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import shutil
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pdf_res_path = conf.conf["pdf_res_path"]
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code_path = conf.conf["code_path"]
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pdf_dev_path = conf.conf["pdf_dev_path"]
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class TestCliCuda:
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"""
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test cli cuda
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"""
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def test_pdf_sdk_cuda(self):
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"""
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pdf sdk cuda
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"""
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clean_magicpdf(pdf_res_path)
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pdf_to_markdown()
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fr = open(os.path.join(pdf_dev_path, "result.json"), "r", encoding="utf-8")
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lines = fr.readlines()
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last_line = lines[-1].strip()
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last_score = json.loads(last_line)
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last_simscore = last_score["average_sim_score"]
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last_editdistance = last_score["average_edit_distance"]
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last_bleu = last_score["average_bleu_score"]
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os.system(f"python tests/test_cli/lib/pre_clean.py --tool_name mineru --download_dir {pdf_dev_path}")
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now_score = get_score()
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print ("now_score:", now_score)
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if not os.path.exists(os.path.join(pdf_dev_path, "ci")):
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os.makedirs(os.path.join(pdf_dev_path, "ci"), exist_ok=True)
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fw = open(os.path.join(pdf_dev_path, "ci", "result.json"), "w+", encoding="utf-8")
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fw.write(json.dumps(now_score) + "\n")
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now_simscore = now_score["average_sim_score"]
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now_editdistance = now_score["average_edit_distance"]
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now_bleu = now_score["average_bleu_score"]
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assert last_simscore <= now_simscore
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assert last_editdistance <= now_editdistance
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assert last_bleu <= now_bleu
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def pdf_to_markdown():
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"""
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pdf to md
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"""
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demo_names = list()
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pdf_path = os.path.join(pdf_dev_path, "pdf")
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for pdf_file in os.listdir(pdf_path):
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if pdf_file.endswith('.pdf'):
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demo_names.append(pdf_file.split('.')[0])
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for demo_name in demo_names:
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pdf_path = os.path.join(pdf_dev_path, "pdf", f"{demo_name}.pdf")
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cmd = "magic-pdf pdf-command --pdf %s --inside_model true" % (pdf_path)
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os.system(cmd)
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dir_path = os.path.join(pdf_dev_path, "mineru")
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if not os.path.exists(dir_path):
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os.makedirs(dir_path, exist_ok=True)
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res_path = os.path.join(dir_path, f"{demo_name}.md")
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src_path = os.path.join(pdf_res_path, demo_name, "auto", f"{demo_name}.md")
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shutil.copy(src_path, res_path)
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def get_score():
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"""
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get score
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"""
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score = calculate_score.Scoring(os.path.join(pdf_dev_path, "result.json"))
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score.calculate_similarity_total("mineru", pdf_dev_path)
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res = score.summary_scores()
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return res
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def clean_magicpdf(pdf_res_path):
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"""
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clean magicpdf
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"""
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cmd = "rm -rf %s" % (pdf_res_path)
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os.system(cmd)
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