test_cli_sdk.py

"""test cli and sdk."""
import logging
import os
import pytest
from conf import conf
from lib import common
import time
import magic_pdf.model as model_config
from magic_pdf.pipe.UNIPipe import UNIPipe
import os
from magic_pdf.data.data_reader_writer import FileBasedDataWriter
from magic_pdf.data.data_reader_writer import S3DataReader, S3DataWriter
from magic_pdf.config.make_content_config import DropMode, MakeMode
from magic_pdf.pipe.OCRPipe import OCRPipe
model_config.__use_inside_model__ = True
pdf_res_path = conf.conf['pdf_res_path']
code_path = conf.conf['code_path']
pdf_dev_path = conf.conf['pdf_dev_path']
magic_pdf_config = "/home/quyuan/magic-pdf.json"

class TestCli:
    """test cli."""
    @pytest.fixture(autouse=True)
    def setup(self):
        """
        init
        """
        common.clear_gpu_memory()
        common.update_config_file(magic_pdf_config, "device-mode", "cuda")
        # 这里可以添加任何前置操作
        yield

    @pytest.mark.P0
    def test_pdf_auto_sdk(self):
        """pdf sdk auto test."""
        demo_names = list()
        pdf_path = os.path.join(pdf_dev_path, 'pdf')
        for pdf_file in os.listdir(pdf_path):
            if pdf_file.endswith('.pdf'):
                demo_names.append(pdf_file.split('.')[0])
        for demo_name in demo_names:
            pdf_path = os.path.join(pdf_dev_path, 'pdf', f'{demo_name}.pdf')
            print(pdf_path)
            pdf_bytes = open(pdf_path, 'rb').read()
            local_image_dir = os.path.join(pdf_dev_path, 'pdf', 'images')
            image_dir = str(os.path.basename(local_image_dir))
            image_writer = FileBasedDataWriter(local_image_dir)
            model_json = list()
            jso_useful_key = {'_pdf_type': '', 'model_list': model_json}
            pipe = UNIPipe(pdf_bytes, jso_useful_key, image_writer)
            pipe.pipe_classify()
            if len(model_json) == 0:
                if model_config.__use_inside_model__:
                    pipe.pipe_analyze()
                else:
                    exit(1)
            pipe.pipe_parse()
            md_content = pipe.pipe_mk_markdown(image_dir, drop_mode='none')
            dir_path = os.path.join(pdf_dev_path, 'mineru')
            if not os.path.exists(dir_path):
                os.makedirs(dir_path, exist_ok=True)
            res_path = os.path.join(dir_path, f'{demo_name}.md')
            common.delete_file(res_path)
            with open(res_path, 'w+', encoding='utf-8') as f:
                f.write(md_content)
            common.sdk_count_folders_and_check_contents(res_path)

    @pytest.mark.P0
    def test_pdf_ocr_sdk(self):
        """pdf sdk ocr test."""
        time.sleep(2)
        demo_names = list()
        pdf_path = os.path.join(pdf_dev_path, 'pdf')
        for pdf_file in os.listdir(pdf_path):
            if pdf_file.endswith('.pdf'):
                demo_names.append(pdf_file.split('.')[0])
        for demo_name in demo_names:
            pdf_path = os.path.join(pdf_dev_path, 'pdf', f'{demo_name}.pdf')
            print(pdf_path)
            pdf_bytes = open(pdf_path, 'rb').read()
            local_image_dir = os.path.join(pdf_dev_path, 'pdf', 'images')
            image_dir = str(os.path.basename(local_image_dir))
            image_writer = FileBasedDataWriter(local_image_dir)
            model_json = list()
            jso_useful_key = {'_pdf_type': 'ocr', 'model_list': model_json}
            pipe = UNIPipe(pdf_bytes, jso_useful_key, image_writer)
            pipe.pipe_classify()
            if len(model_json) == 0:
                if model_config.__use_inside_model__:
                    pipe.pipe_analyze()
                else:
                    exit(1)
            pipe.pipe_parse()
            md_content = pipe.pipe_mk_markdown(image_dir, drop_mode='none')
            dir_path = os.path.join(pdf_dev_path, 'mineru')
            if not os.path.exists(dir_path):
                os.makedirs(dir_path, exist_ok=True)
            res_path = os.path.join(dir_path, f'{demo_name}.md')
            common.delete_file(res_path)
            with open(res_path, 'w+', encoding='utf-8') as f:
                f.write(md_content)
            common.sdk_count_folders_and_check_contents(res_path)
    
    @pytest.mark.P0
    def test_pdf_txt_sdk(self):
        """pdf sdk txt test."""
        time.sleep(2)
        demo_names = list()
        pdf_path = os.path.join(pdf_dev_path, 'pdf')
        for pdf_file in os.listdir(pdf_path):
            if pdf_file.endswith('.pdf'):
                demo_names.append(pdf_file.split('.')[0])
        for demo_name in demo_names:
            pdf_path = os.path.join(pdf_dev_path, 'pdf', f'{demo_name}.pdf')
            pdf_bytes = open(pdf_path, 'rb').read()
            local_image_dir = os.path.join(pdf_dev_path, 'pdf', 'images')
            image_dir = str(os.path.basename(local_image_dir))
            image_writer = FileBasedDataWriter(local_image_dir)
            model_json = list()
            jso_useful_key = {'_pdf_type': 'txt', 'model_list': model_json}
            pipe = UNIPipe(pdf_bytes, jso_useful_key, image_writer)
            pipe.pipe_classify()
            if len(model_json) == 0:
                if model_config.__use_inside_model__:
                    pipe.pipe_analyze()
                else:
                    exit(1)
            pipe.pipe_parse()
            md_content = pipe.pipe_mk_markdown(image_dir, drop_mode='none')
            dir_path = os.path.join(pdf_dev_path, 'mineru')
            if not os.path.exists(dir_path):
                os.makedirs(dir_path, exist_ok=True)
            res_path = os.path.join(dir_path, f'{demo_name}.md')
            common.delete_file(res_path)
            with open(res_path, 'w+', encoding='utf-8') as f:
                f.write(md_content)
            common.sdk_count_folders_and_check_contents(res_path)
    
    @pytest.mark.P0
    def test_pdf_cli_auto(self):
        """magic_pdf cli test auto."""
        time.sleep(2)
        demo_names = []
        pdf_path = os.path.join(pdf_dev_path, 'pdf')
        for pdf_file in os.listdir(pdf_path):
            if pdf_file.endswith('.pdf'):
                demo_names.append(pdf_file.split('.')[0])
        for demo_name in demo_names:
            res_path = os.path.join(pdf_dev_path, 'mineru')
            common.delete_file(res_path)
            cmd = 'magic-pdf -p %s -o %s -m %s' % (os.path.join(
                pdf_path, f'{demo_name}.pdf'), res_path, 'auto')
            logging.info(cmd)
            os.system(cmd)
            common.cli_count_folders_and_check_contents(
                os.path.join(res_path, demo_name, 'auto'))
   
    @pytest.mark.P0
    def test_pdf_cli_txt(self):
        """magic_pdf cli test txt."""
        time.sleep(2)
        demo_names = []
        pdf_path = os.path.join(pdf_dev_path, 'pdf')
        for pdf_file in os.listdir(pdf_path):
            if pdf_file.endswith('.pdf'):
                demo_names.append(pdf_file.split('.')[0])
        for demo_name in demo_names:
            res_path = os.path.join(pdf_dev_path, 'mineru')
            common.delete_file(res_path)
            cmd = 'magic-pdf -p %s -o %s -m %s' % (os.path.join(
                pdf_path, f'{demo_name}.pdf'), res_path, 'txt')
            logging.info(cmd)
            os.system(cmd)
            common.cli_count_folders_and_check_contents(
                os.path.join(res_path, demo_name, 'txt'))
   
    @pytest.mark.P0
    def test_pdf_cli_ocr(self):
        """magic_pdf cli test ocr."""
        time.sleep(2)
        demo_names = []
        pdf_path = os.path.join(pdf_dev_path, 'pdf')
        for pdf_file in os.listdir(pdf_path):
            if pdf_file.endswith('.pdf'):
                demo_names.append(pdf_file.split('.')[0])
        for demo_name in demo_names:
            res_path = os.path.join(pdf_dev_path, 'mineru')
            common.delete_file(res_path)
            cmd = 'magic-pdf -p %s -o %s -m %s' % (os.path.join(
                pdf_path, f'{demo_name}.pdf'), res_path, 'ocr')
            logging.info(cmd)
            os.system(cmd)
            common.cli_count_folders_and_check_contents(
                os.path.join(res_path, demo_name, 'ocr'))
    
    @pytest.mark.skip(reason='out-of-date api')
    @pytest.mark.P1
    def test_pdf_dev_cli_local_jsonl_txt(self):
        """magic_pdf_dev cli local txt."""
        time.sleep(2)
        jsonl_path = os.path.join(pdf_dev_path, 'line1.jsonl')
        cmd = 'magic-pdf-dev --jsonl %s --method %s' % (jsonl_path, "txt")
        logging.info(cmd)
        os.system(cmd)

    @pytest.mark.skip(reason='out-of-date api')
    @pytest.mark.P1
    def test_pdf_dev_cli_local_jsonl_ocr(self):
        """magic_pdf_dev cli local ocr."""
        time.sleep(2)
        jsonl_path = os.path.join(pdf_dev_path, 'line1.jsonl')
        cmd = 'magic-pdf-dev --jsonl %s --method %s' % (jsonl_path, 'ocr')
        logging.info(cmd)
        os.system(cmd)

    @pytest.mark.skip(reason='out-of-date api')
    @pytest.mark.P1
    def test_pdf_dev_cli_local_jsonl_auto(self):
        """magic_pdf_dev cli local auto."""
        time.sleep(2)
        jsonl_path = os.path.join(pdf_dev_path, 'line1.jsonl')
        cmd = 'magic-pdf-dev --jsonl %s --method %s' % (jsonl_path, 'auto')
        logging.info(cmd)
        os.system(cmd)
    
    @pytest.mark.skip(reason='out-of-date api')
    @pytest.mark.P1
    def test_pdf_dev_cli_s3_jsonl_txt(self):
        """magic_pdf_dev cli s3 txt."""
        time.sleep(2)
        jsonl_path = os.path.join(pdf_dev_path, 'line1.jsonl')
        cmd = 'magic-pdf-dev --jsonl %s --method %s' % (jsonl_path, "txt")
        logging.info(cmd)
        os.system(cmd)

    @pytest.mark.skip(reason='out-of-date api')
    @pytest.mark.P1
    def test_pdf_dev_cli_s3_jsonl_ocr(self):
        """magic_pdf_dev cli s3 ocr."""
        time.sleep(2)
        jsonl_path = os.path.join(pdf_dev_path, 'line1.jsonl')
        cmd = 'magic-pdf-dev --jsonl %s --method %s' % (jsonl_path, 'ocr')
        logging.info(cmd)
        os.system(cmd)

    @pytest.mark.skip(reason='out-of-date api')
    @pytest.mark.P1
    def test_pdf_dev_cli_s3_jsonl_auto(self):
        """magic_pdf_dev cli s3 auto."""
        time.sleep(2)
        jsonl_path = os.path.join(pdf_dev_path, 'line1.jsonl')
        cmd = 'magic-pdf-dev --jsonl %s --method %s' % (jsonl_path, 'auto')
        logging.info(cmd)
        os.system(cmd)

    @pytest.mark.P1
    def test_pdf_dev_cli_pdf_json_auto(self):
        """magic_pdf_dev cli pdf+json auto."""
        time.sleep(2)
        json_path = os.path.join(pdf_dev_path, 'test_model.json')
        pdf_path = os.path.join(pdf_dev_path, 'pdf', 'test_rearch_report.pdf')
        cmd = 'magic-pdf-dev --pdf %s --json %s --method %s' % (pdf_path, json_path, 'auto')
        logging.info(cmd)
        os.system(cmd)
   
    @pytest.mark.skip(reason='out-of-date api')
    @pytest.mark.P1
    def test_pdf_dev_cli_pdf_json_ocr(self):
        """magic_pdf_dev cli pdf+json ocr."""
        time.sleep(2)
        json_path = os.path.join(pdf_dev_path, 'test_model.json')
        pdf_path = os.path.join(pdf_dev_path, 'pdf', 'test_rearch_report.pdf')
        cmd = 'magic-pdf-dev --pdf %s --json %s --method %s' % (pdf_path, json_path, 'auto')
        logging.info(cmd)
        os.system(cmd)
    
    @pytest.mark.P1
    def test_s3_sdk_suto(self):
        """
        test s3 sdk auto.
        """
        time.sleep(2)
        pdf_ak = os.getenv('pdf_ak')
        print (pdf_ak)
        pdf_sk = os.environ.get('pdf_sk', "")
        pdf_bucket = os.environ.get('bucket', "")
        pdf_endpoint = os.environ.get('pdf_endpoint', "")
        s3_pdf_path = conf.conf["s3_pdf_path"]
        image_dir = "s3://" + pdf_bucket + "/mineru/test/output"
        prefix = "mineru/test/output"
        reader = S3DataReader(prefix, pdf_bucket, pdf_ak, pdf_sk, pdf_endpoint)
        # = S3DataWriter(prefix, pdf_bucket, pdf_ak, pdf_sk, pdf_endpoint)
        image_writer = S3DataWriter(prefix, pdf_bucket, pdf_ak, pdf_sk, pdf_endpoint)
        pdf_bytes = reader.read(s3_pdf_path)
        model_list = []
        pipe = OCRPipe(pdf_bytes, model_list, image_writer)
        pipe.pipe_classify()
        pipe.pipe_analyze()
        pipe.pipe_parse()
        md_content = pipe.pipe_mk_markdown(image_dir, drop_mode="none")
        assert len(md_content) > 0

    @pytest.mark.P1
    def test_local_magic_pdf_open_st_table(self):
        """magic pdf cli open st table."""
        time.sleep(2)
        #pre_cmd = "cp ~/magic_pdf_st.json ~/magic-pdf.json"
        value = {
        "model": "struct_eqtable",
        "enable": True,
        "max_time": 400
        }   
        common.update_config_file(magic_pdf_config, "table-config", value)
        pdf_path = os.path.join(pdf_dev_path, "pdf", "test_rearch_report.pdf")
        common.delete_file(pdf_res_path)
        cli_cmd = "magic-pdf -p %s -o %s" % (pdf_path, pdf_res_path)
        os.system(cli_cmd)
        res = common.check_html_table_exists(os.path.join(pdf_res_path, "test_rearch_report", "auto", "test_rearch_report.md"))
        assert res is True
  
    @pytest.mark.P1
    def test_local_magic_pdf_open_tablemaster_cuda(self):
        """magic pdf cli open table master html table cuda mode."""
        time.sleep(2)
        #pre_cmd = "cp ~/magic_pdf_html.json ~/magic-pdf.json"
        #os.system(pre_cmd)
        value = {
        "model": "tablemaster",
        "enable": True,
        "max_time": 400
        }   
        common.update_config_file(magic_pdf_config, "table-config", value)
        pdf_path = os.path.join(pdf_dev_path, "pdf", "test_rearch_report.pdf")
        common.delete_file(pdf_res_path)
        cli_cmd = "magic-pdf -p %s -o %s" % (pdf_path, pdf_res_path)
        os.system(cli_cmd)
        res = common.check_html_table_exists(os.path.join(pdf_res_path, "test_rearch_report", "auto", "test_rearch_report.md"))
        assert res is True
    
    @pytest.mark.P1
    def test_local_magic_pdf_open_rapidai_table(self):
        """magic pdf cli open rapid ai table."""
        time.sleep(2)
        #pre_cmd = "cp ~/magic_pdf_html.json ~/magic-pdf.json"
        #os.system(pre_cmd)
        value = {
        "model": "rapid_table",
        "enable": True,
        "max_time": 400
        }   
        common.update_config_file(magic_pdf_config, "table-config", value)
        pdf_path = os.path.join(pdf_dev_path, "pdf", "test_rearch_report.pdf")
        common.delete_file(pdf_res_path)
        cli_cmd = "magic-pdf -p %s -o %s" % (pdf_path, pdf_res_path)
        os.system(cli_cmd)
        res = common.check_html_table_exists(os.path.join(pdf_res_path, "test_rearch_report", "auto", "test_rearch_report.md"))
        assert res is True
    
    
    @pytest.mark.P1
    def test_local_magic_pdf_doclayout_yolo(self):
        """magic pdf cli open doclyaout yolo."""
        time.sleep(2)
        #pre_cmd = "cp ~/magic_pdf_html.json ~/magic-pdf.json"
        #os.system(pre_cmd)
        value = {
        "model": "doclayout_yolo"
        }   
        common.update_config_file(magic_pdf_config, "layout-config", value)
        pdf_path = os.path.join(pdf_dev_path, "pdf", "test_rearch_report.pdf")
        common.delete_file(pdf_res_path)
        cli_cmd = "magic-pdf -p %s -o %s" % (pdf_path, pdf_res_path)
        os.system(cli_cmd)
        common.cli_count_folders_and_check_contents(os.path.join(pdf_res_path, "test_rearch_report", "auto"))

    @pytest.mark.P1
    def test_local_magic_pdf_layoutlmv3_yolo(self):
        """magic pdf cli open layoutlmv3."""
        time.sleep(2)
        value = {
        "model": "layoutlmv3"
        }   
        common.update_config_file(magic_pdf_config, "layout-config", value)
        pdf_path = os.path.join(pdf_dev_path, "pdf", "test_rearch_report.pdf")
        common.delete_file(pdf_res_path)
        cli_cmd = "magic-pdf -p %s -o %s" % (pdf_path, pdf_res_path)
        os.system(cli_cmd)
        common.cli_count_folders_and_check_contents(os.path.join(pdf_res_path, "test_rearch_report", "auto"))
        #res = common.check_html_table_exists(os.path.join(pdf_res_path, "test_rearch_report", "auto", "test_rearch_report.md"))

    @pytest.mark.P1
    def test_magic_pdf_cpu(self):
        """magic pdf cli cpu mode."""
        time.sleep(2)
        #pre_cmd = "cp ~/magic_pdf_html_table_cpu.json ~/magic-pdf.json"
        #os.system(pre_cmd)
        value = {
        "model": "tablemaster",
        "enable": False,
        "max_time": 400
        }   
        common.update_config_file(magic_pdf_config, "table-config", value)
        common.update_config_file(magic_pdf_config, "device-mode", "cpu")
        pdf_path = os.path.join(pdf_dev_path, "pdf", "test_rearch_report.pdf")
        common.delete_file(pdf_res_path)
        cli_cmd = "magic-pdf -p %s -o %s" % (pdf_path, pdf_res_path)
        os.system(cli_cmd)
        common.cli_count_folders_and_check_contents(os.path.join(pdf_res_path, "test_rearch_report", "auto"))


    @pytest.mark.P1
    def test_local_magic_pdf_close_html_table(self):
        """magic pdf cli close table."""
        time.sleep(2)
        #pre_cmd = "cp ~/magic_pdf_close_table.json ~/magic-pdf.json"
        #os.system(pre_cmd)
        value = {
        "model": "tablemaster",
        "enable": False,
        "max_time": 400
        }   
        common.update_config_file(magic_pdf_config, "table-config", value)
        pdf_path = os.path.join(pdf_dev_path, "pdf", "test_rearch_report.pdf")
        common.delete_file(pdf_res_path)
        cli_cmd = "magic-pdf -p %s -o %s" % (pdf_path, pdf_res_path)
        os.system(cli_cmd)
        res = common.check_close_tables(os.path.join(pdf_res_path, "test_rearch_report", "auto", "test_rearch_report.md"))
        assert res is True
    

 
if __name__ == '__main__':
    pytest.main()