From 0fc2c291f0e17d9dabbdf70710b8448a75cf037b Mon Sep 17 00:00:00 2001 From: houlinfeng Date: Thu, 5 Sep 2024 15:02:39 +0800 Subject: [PATCH] feat: mineru_web --- projects/README.md | 2 + projects/web_api/README.md | 27 + projects/web_api/mineru-web接口文档.html | 65 ++ projects/web_api/poetry.lock | 687 ++++++++++++++++++ projects/web_api/pyproject.toml | 24 + projects/web_api/tests/__init__.py | 0 projects/web_api/web_api/__init__.py | 1 + projects/web_api/web_api/api/__init__.py | 36 + .../web_api/web_api/api/analysis/__init__.py | 18 + .../web_api/api/analysis/analysis_view.py | 231 ++++++ projects/web_api/web_api/api/analysis/ext.py | 25 + .../web_api/api/analysis/formula_ext.py | 280 +++++++ .../web_api/api/analysis/img_md_view.py | 46 ++ .../web_api/web_api/api/analysis/models.py | 29 + .../web_api/web_api/api/analysis/pdf_ext.py | 162 +++++ .../web_api/api/analysis/serialization.py | 28 + .../web_api/web_api/api/analysis/task_view.py | 95 +++ .../web_api/api/analysis/upload_view.py | 89 +++ projects/web_api/web_api/api/extentions.py | 61 ++ projects/web_api/web_api/app.py | 54 ++ projects/web_api/web_api/common/__init__.py | 0 .../web_api/web_api/common/custom_response.py | 23 + .../web_api/web_api/common/error_types.py | 45 ++ projects/web_api/web_api/common/ext.py | 80 ++ .../web_api/web_api/common/import_models.py | 1 + projects/web_api/web_api/common/logger.py | 19 + projects/web_api/web_api/common/web_hook.py | 9 + projects/web_api/web_api/config/__init__.py | 0 projects/web_api/web_api/config/config.yaml | 31 + projects/web_api/web_api/config/mineru_web.db | Bin 0 -> 557056 bytes projects/web_api/web_api/static/__init__.py | 0 31 files changed, 2168 insertions(+) create mode 100644 projects/web_api/README.md create mode 100644 projects/web_api/mineru-web接口文档.html create mode 100644 projects/web_api/poetry.lock create mode 100644 projects/web_api/pyproject.toml create mode 100644 projects/web_api/tests/__init__.py create mode 100644 projects/web_api/web_api/__init__.py create mode 100644 projects/web_api/web_api/api/__init__.py create mode 100644 projects/web_api/web_api/api/analysis/__init__.py create mode 100644 projects/web_api/web_api/api/analysis/analysis_view.py create mode 100644 projects/web_api/web_api/api/analysis/ext.py create mode 100644 projects/web_api/web_api/api/analysis/formula_ext.py create mode 100644 projects/web_api/web_api/api/analysis/img_md_view.py create mode 100644 projects/web_api/web_api/api/analysis/models.py create mode 100644 projects/web_api/web_api/api/analysis/pdf_ext.py create mode 100644 projects/web_api/web_api/api/analysis/serialization.py create mode 100644 projects/web_api/web_api/api/analysis/task_view.py create mode 100644 projects/web_api/web_api/api/analysis/upload_view.py create mode 100644 projects/web_api/web_api/api/extentions.py create mode 100644 projects/web_api/web_api/app.py create mode 100644 projects/web_api/web_api/common/__init__.py create mode 100644 projects/web_api/web_api/common/custom_response.py create mode 100644 projects/web_api/web_api/common/error_types.py create mode 100644 projects/web_api/web_api/common/ext.py create mode 100644 projects/web_api/web_api/common/import_models.py create mode 100644 projects/web_api/web_api/common/logger.py create mode 100644 projects/web_api/web_api/common/web_hook.py create mode 100644 projects/web_api/web_api/config/__init__.py create mode 100644 projects/web_api/web_api/config/config.yaml create mode 100644 projects/web_api/web_api/config/mineru_web.db create mode 100644 projects/web_api/web_api/static/__init__.py diff --git a/projects/README.md b/projects/README.md index dc5b5339..39964de6 100644 --- a/projects/README.md +++ b/projects/README.md @@ -3,3 +3,5 @@ ## 项目列表 - [llama_index_rag](./llama_index_rag/README.md): 基于 llama_index 构建轻量级 RAG 系统 + +- [web_api](./web_api/README.md): PDF解析的restful api服务 diff --git a/projects/web_api/README.md b/projects/web_api/README.md new file mode 100644 index 00000000..990fb767 --- /dev/null +++ b/projects/web_api/README.md @@ -0,0 +1,27 @@ +## 安装 + +MinerU + +```bash +# mineru已安装则跳过此步骤 + +git clone https://github.com/opendatalab/MinerU.git +cd MinerU + +conda create -n MinerU python=3.10 +conda activate MinerU +pip install .[full] --extra-index-url https://wheels.myhloli.com +``` + +第三方软件 + +```bash +cd projects/web_api +pip install poetry +portey install +``` + +接口文档 +``` +在浏览器打开 mineru-web接口文档.html +``` diff --git a/projects/web_api/mineru-web接口文档.html b/projects/web_api/mineru-web接口文档.html new file mode 100644 index 00000000..58466855 --- /dev/null +++ b/projects/web_api/mineru-web接口文档.html @@ -0,0 +1,65 @@ + + + + + + Apifox 接口文档 + + + + + + +
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file mode 100644 index 00000000..8c0262ef --- /dev/null +++ b/projects/web_api/web_api/__init__.py @@ -0,0 +1 @@ +__all__ = ["common", "api"] \ No newline at end of file diff --git a/projects/web_api/web_api/api/__init__.py b/projects/web_api/web_api/api/__init__.py new file mode 100644 index 00000000..d1ce80af --- /dev/null +++ b/projects/web_api/web_api/api/__init__.py @@ -0,0 +1,36 @@ +import os +from .extentions import app, db, migrate, jwt, ma +from common.web_hook import before_request +from common.logger import setup_log + +root_dir = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) +print("root_dir", root_dir) + +def _register_db(flask_app): + from common import import_models + db.init_app(flask_app) + with app.app_context(): + db.create_all() + + +def create_app(config): + """ + Create and configure an instance of the Flask application + :param config: + :return: + """ + app.static_folder = os.path.join(root_dir, "static") + if config is None: + config = {} + app.config.update(config) + setup_log(config) + _register_db(app) + migrate.init_app(app=app, db=db) + jwt.init_app(app=app) + ma.init_app(app=app) + from .analysis import analysis_blue + app.register_blueprint(analysis_blue) + + app.before_request(before_request) + + return app diff --git a/projects/web_api/web_api/api/analysis/__init__.py b/projects/web_api/web_api/api/analysis/__init__.py new file mode 100644 index 00000000..39dfbc04 --- /dev/null +++ b/projects/web_api/web_api/api/analysis/__init__.py @@ -0,0 +1,18 @@ +from flask import Blueprint +from ..extentions import Api +from .upload_view import UploadPdfView +from .analysis_view import AnalysisTaskView, AnalysisTaskProgressView +from .img_md_view import ImgView, MdView +from .task_view import TaskView, HistoricalTasksView, DeleteTaskView + +analysis_blue = Blueprint('analysis', __name__) + +api_v2 = Api(analysis_blue, prefix='/api/v2') +api_v2.add_resource(UploadPdfView, '/analysis/upload_pdf') +api_v2.add_resource(AnalysisTaskView, '/extract/task/submit') +api_v2.add_resource(AnalysisTaskProgressView, '/extract/task/progress') +api_v2.add_resource(ImgView, '/analysis/pdf_img') +api_v2.add_resource(MdView, '/analysis/pdf_md') +api_v2.add_resource(TaskView, '/extract/taskQueue') +api_v2.add_resource(HistoricalTasksView, '/extract/list') +api_v2.add_resource(DeleteTaskView, '/extract/task') \ No newline at end of file diff --git a/projects/web_api/web_api/api/analysis/analysis_view.py b/projects/web_api/web_api/api/analysis/analysis_view.py new file mode 100644 index 00000000..da6560d2 --- /dev/null +++ b/projects/web_api/web_api/api/analysis/analysis_view.py @@ -0,0 +1,231 @@ +import json +import threading +from pathlib import Path +from flask import request, current_app, url_for +from flask_restful import Resource +from .ext import find_file, task_state_map +# from .formula_ext import formula_detection, formula_recognition +from .serialization import AnalysisViewSchema +from marshmallow import ValidationError +from ..extentions import db +from .models import AnalysisTask, AnalysisPdf +from .pdf_ext import analysis_pdf_task +from common.custom_response import generate_response + + +class AnalysisTaskProgressView(Resource): + + def get(self): + """ + 获取任务进度 + :return: + """ + params = request.args + id = params.get('id') + analysis_task = AnalysisTask.query.filter(AnalysisTask.id == id).first() + if not analysis_task: + return generate_response(code=400, msg="Invalid ID", msgZH="无效id") + match analysis_task.task_type: + case 'pdf': + analysis_pdf = AnalysisPdf.query.filter(AnalysisPdf.id == analysis_task.analysis_pdf_id).first() + file_url = url_for('analysis.uploadpdfview', filename=analysis_task.file_name, as_attachment=False) + if analysis_task.status == 0: + data = { + "state": task_state_map.get(analysis_task.status), + "status": analysis_pdf.status, + "url": file_url, + "fileName": analysis_task.file_name, + "content": [], + "markdownUrl": [], + "fullMdLink": "", + "type": analysis_task.task_type, + } + return generate_response(data=data) + elif analysis_task.status == 1: + if analysis_pdf.status == 1: # 任务正常完成 + bbox_info = json.loads(analysis_pdf.bbox_info) + md_link_list = json.loads(analysis_pdf.md_link_list) + full_md_link = analysis_pdf.full_md_link + data = { + "state": task_state_map.get(analysis_task.status), + "status": analysis_pdf.status, + "url": file_url, + "fileName": analysis_task.file_name, + "content": bbox_info, + "markdownUrl": md_link_list, + "fullMdLink": full_md_link, + "type": analysis_task.task_type, + } + return generate_response(data=data) + else: # 任务异常结束 + data = { + "state": task_state_map.get(analysis_task.status), + "status": analysis_pdf.status, + "url": file_url, + "fileName": analysis_task.file_name, + "content": [], + "markdownUrl": [], + "fullMdLink": "", + "type": analysis_task.task_type, + } + return generate_response(code=-60004, data=data, msg="Failed to retrieve PDF parsing progress", + msgZh="无法获取PDF解析进度") + else: + data = { + "state": task_state_map.get(analysis_task.status), + "status": analysis_pdf.status, + "url": file_url, + "fileName": analysis_task.file_name, + "content": [], + "markdownUrl": [], + "fullMdLink": "", + "type": analysis_task.task_type, + } + return generate_response(data=data) + case 'formula-detect': + pass + case 'formula-extract': + pass + case 'table-recogn': + return generate_response(code=400, msg="Not yet supported", msgZH="尚不支持") + case _: + return generate_response() + + +class AnalysisTaskView(Resource): + + def post(self): + """ + 提交任务 + :return: + """ + analysis_view_schema = AnalysisViewSchema() + try: + params = analysis_view_schema.load(request.get_json()) + except ValidationError as err: + return generate_response(code=400, msg=err.messages) + file_key = params.get("fileKey") + file_name = params.get("fileName") + task_type = params.get("taskType") + is_ocr = params.get("isOcr", False) + + pdf_upload_folder = current_app.config['PDF_UPLOAD_FOLDER'] + upload_dir = f"{current_app.static_folder}/{pdf_upload_folder}" + file_path = find_file(file_key, upload_dir) + match task_type: + case 'pdf': + if not file_path: + return generate_response(code=400, msg="FileKey is invalid, no PDF file found", + msgZH="fileKey无效，未找到pdf文件") + analysis_task = AnalysisTask.query.filter(AnalysisTask.status.in_([0, 2])).first() + file_name = Path(file_path).name + with db.auto_commit(): + analysis_pdf_object = AnalysisPdf( + file_name=file_name, + file_path=file_path, + status=3 if analysis_task else 0, + ) + db.session.add(analysis_pdf_object) + db.session.flush() + analysis_pdf_id = analysis_pdf_object.id + with db.auto_commit(): + analysis_task_object = AnalysisTask( + file_key=file_key, + file_name=file_name, + task_type=task_type, + is_ocr=is_ocr, + status=2 if analysis_task else 0, + analysis_pdf_id=analysis_pdf_id + ) + db.session.add(analysis_task_object) + db.session.flush() + analysis_task_id = analysis_task_object.id + if not analysis_task: # 已有同类型任务在执行，请等待执行完成 + file_stem = Path(file_path).stem + pdf_analysis_folder = current_app.config['PDF_ANALYSIS_FOLDER'] + pdf_dir = f"{current_app.static_folder}/{pdf_analysis_folder}/{file_stem}" + image_dir = f"{pdf_dir}/images" + t = threading.Thread(target=analysis_pdf_task, + args=(pdf_dir, image_dir, file_path, is_ocr, analysis_pdf_id)) + t.start() + # 生成文件的URL路径 + file_url = url_for('analysis.uploadpdfview', filename=file_name, as_attachment=False) + data = { + "url": file_url, + "fileName": file_name, + "id": analysis_task_id + } + return generate_response(data=data) + case 'formula-detect': + # if not file_path: + # return generate_response(code=400, msg="FileKey is invalid, no image file found", + # msgZH="fileKey无效，未找到图片") + # return formula_detection(file_path, upload_dir) + return generate_response(code=400, msg="Not yet supported", msgZH="功能待开发") + case 'formula-extract': + # if not file_path: + # return generate_response(code=400, msg="FileKey is invalid, no image file found", + # msgZH="fileKey无效，未找到图片") + # return formula_recognition(file_path, upload_dir) + return generate_response(code=400, msg="Not yet supported", msgZH="功能待开发") + case 'table-recogn': + return generate_response(code=400, msg="Not yet supported", msgZH="功能待开发") + case _: + return generate_response(code=400, msg="Not yet supported", msgZH="参数不支持") + + def put(self): + """ + 重新发起任务 + :return: + """ + params = json.loads(request.data) + id = params.get('id') + analysis_task = AnalysisTask.query.filter(AnalysisTask.id == id).first() + match analysis_task.task_type: + case 'pdf': + task_r_p = AnalysisTask.query.filter(AnalysisTask.status.in_([0, 2])).first() + if task_r_p: + with db.auto_commit(): + analysis_pdf_object = AnalysisPdf.query.filter_by(id=analysis_task.analysis_pdf_id).first() + analysis_pdf_object.status = 3 + db.session.add(analysis_pdf_object) + with db.auto_commit(): + analysis_task.status = 2 + db.session.add(analysis_task) + else: + with db.auto_commit(): + analysis_pdf_object = AnalysisPdf.query.filter_by(id=analysis_task.analysis_pdf_id).first() + analysis_pdf_object.status = 0 + db.session.add(analysis_pdf_object) + with db.auto_commit(): + analysis_task.status = 0 + db.session.add(analysis_task) + + pdf_upload_folder = current_app.config['PDF_UPLOAD_FOLDER'] + upload_dir = f"{current_app.static_folder}/{pdf_upload_folder}" + file_path = find_file(analysis_task.file_key, upload_dir) + file_stem = Path(file_path).stem + pdf_analysis_folder = current_app.config['PDF_ANALYSIS_FOLDER'] + pdf_dir = f"{current_app.static_folder}/{pdf_analysis_folder}/{file_stem}" + image_dir = f"{pdf_dir}/images" + t = threading.Thread(target=analysis_pdf_task, + args=(pdf_dir, image_dir, file_path, analysis_task.is_ocr, + analysis_task.analysis_pdf_id)) + t.start() + + # 生成文件的URL路径 + file_url = url_for('analysis.uploadpdfview', filename=analysis_task.file_name, as_attachment=False) + data = { + "url": file_url, + "fileName": analysis_task.file_name, + "id": analysis_task.id + } + return generate_response(data=data) + case 'formula-detect': + return generate_response(code=400, msg="Not yet supported", msgZH="功能待开发") + case 'formula-extract': + return generate_response(code=400, msg="Not yet supported", msgZH="功能待开发") + case 'table-recogn': + return generate_response(code=400, msg="Not yet supported", msgZH="功能待开发") + case _: + return generate_response(code=400, msg="Not yet supported", msgZH="参数不支持") diff --git a/projects/web_api/web_api/api/analysis/ext.py b/projects/web_api/web_api/api/analysis/ext.py new file mode 100644 index 00000000..9549a87e --- /dev/null +++ b/projects/web_api/web_api/api/analysis/ext.py @@ -0,0 +1,25 @@ +import os + +task_state_map = { + 0: "running", + 1: "finished", + 2: "pending", +} + + +def find_file(file_key, file_dir): + """ + 查询文件 + :param file_key: 文件哈希 + :param file_dir: 文件目录 + :return: + """ + pdf_path = "" + for root, subDirs, files in os.walk(file_dir): + for fileName in files: + if fileName.startswith(file_key): + pdf_path = os.path.join(root, fileName) + break + if pdf_path: + break + return pdf_path diff --git a/projects/web_api/web_api/api/analysis/formula_ext.py b/projects/web_api/web_api/api/analysis/formula_ext.py new file mode 100644 index 00000000..aebcca14 --- /dev/null +++ b/projects/web_api/web_api/api/analysis/formula_ext.py @@ -0,0 +1,280 @@ +import os +import pkgutil +import numpy as np +import yaml +import argparse +import cv2 +from pathlib import Path +from ultralytics import YOLO +from unimernet.common.config import Config +import unimernet.tasks as tasks +from unimernet.processors import load_processor +from magic_pdf.libs.config_reader import get_local_models_dir, get_device +from torchvision import transforms +from magic_pdf.pre_proc.ocr_span_list_modify import remove_overlaps_low_confidence_spans, remove_overlaps_min_spans +from PIL import Image +from common.ext import singleton_func +from common.custom_response import generate_response + + +def mfd_model_init(weight): + mfd_model = YOLO(weight) + return mfd_model + + +def mfr_model_init(weight_dir, cfg_path, _device_='cpu'): + args = argparse.Namespace(cfg_path=cfg_path, options=None) + cfg = Config(args) + cfg.config.model.pretrained = os.path.join(weight_dir, "pytorch_model.bin") + cfg.config.model.model_config.model_name = weight_dir + cfg.config.model.tokenizer_config.path = weight_dir + task = tasks.setup_task(cfg) + model = task.build_model(cfg) + model = model.to(_device_) + vis_processor = load_processor('formula_image_eval', cfg.config.datasets.formula_rec_eval.vis_processor.eval) + return model, vis_processor + + +@singleton_func +class CustomPEKModel: + def __init__(self): + # PDF-Extract-Kit/models + models_dir = get_local_models_dir() + self.device = get_device() + loader = pkgutil.get_loader("magic_pdf") + root_dir = Path(loader.path).parent + # model_config目录 + model_config_dir = os.path.join(root_dir, 'resources', 'model_config') + # 构建 model_configs.yaml 文件的完整路径 + config_path = os.path.join(model_config_dir, 'model_configs.yaml') + with open(config_path, "r", encoding='utf-8') as f: + configs = yaml.load(f, Loader=yaml.FullLoader) + + # 初始化公式检测模型 + self.mfd_model = mfd_model_init(str(os.path.join(models_dir, configs["weights"]["mfd"]))) + + # 初始化公式解析模型 + mfr_weight_dir = str(os.path.join(models_dir, configs["weights"]["mfr"])) + mfr_cfg_path = str(os.path.join(model_config_dir, "UniMERNet", "demo.yaml")) + self.mfr_model, mfr_vis_processors = mfr_model_init(mfr_weight_dir, mfr_cfg_path, _device_=self.device) + self.mfr_transform = transforms.Compose([mfr_vis_processors, ]) + + +def get_all_spans(layout_dets) -> list: + def remove_duplicate_spans(spans): + new_spans = [] + for span in spans: + if not any(span == existing_span for existing_span in new_spans): + new_spans.append(span) + return new_spans + + all_spans = [] + # allow_category_id_list = [3, 5, 13, 14, 15] + """当成span拼接的""" + # 3: 'image', # 图片 + # 5: 'table', # 表格 + # 13: 'inline_equation', # 行内公式 + # 14: 'interline_equation', # 行间公式 + # 15: 'text', # ocr识别文本 + for layout_det in layout_dets: + if layout_det.get("bbox") is not None: + # 兼容直接输出bbox的模型数据,如paddle + x0, y0, x1, y1 = layout_det["bbox"] + else: + # 兼容直接输出poly的模型数据，如xxx + x0, y0, _, _, x1, y1, _, _ = layout_det["poly"] + bbox = [x0, y0, x1, y1] + layout_det["bbox"] = bbox + all_spans.append(layout_det) + return remove_duplicate_spans(all_spans) + + +def formula_predict(mfd_model, image): + """ + 公式检测 + :param mfd_model: + :param image: + :return: + """ + latex_filling_list = [] + # 公式检测 + mfd_res = mfd_model.predict(image, imgsz=1888, conf=0.25, iou=0.45, verbose=True)[0] + for xyxy, conf, cla in zip(mfd_res.boxes.xyxy.cpu(), mfd_res.boxes.conf.cpu(), mfd_res.boxes.cls.cpu()): + xmin, ymin, xmax, ymax = [int(p.item()) for p in xyxy] + new_item = { + 'category_id': 13 + int(cla.item()), + 'poly': [xmin, ymin, xmax, ymin, xmax, ymax, xmin, ymax], + 'score': round(float(conf.item()), 2), + 'latex': '', + } + latex_filling_list.append(new_item) + return latex_filling_list + + +def formula_detection(file_path, upload_dir): + """ + 公式检测 + :param file_path: 文件路径 + :param upload_dir: 上传文件夹 + :return: + """ + try: + image_open = Image.open(file_path) + except IOError: + return generate_response(code=400, msg="params is not valid", msgZh="参数类型不是图片，无效参数") + + filename = Path(file_path).name + + # 获取图片宽高 + width, height = image_open.size + # 转换为RGB，忽略透明度通道 + rgb_image = image_open.convert('RGB') + # 保存转换后的图片 + rgb_image.save(file_path) + + # 初始化模型 + cpm = CustomPEKModel() + # 初始化公式检测模型 + mfd_model = cpm.mfd_model + + image_conv = Image.open(file_path) + image_array = np.array(image_conv) + pdf_width = 1416 + pdf_height = 1888 + + # 重置图片大小 + scale = min(pdf_width // 2 / width, pdf_height // 2 / height) # 缩放比例 + nw = int(width * scale) + nh = int(height * scale) + image_resize = cv2.resize(image_array, (nw, nh), interpolation=cv2.INTER_LINEAR) + resize_image_path = f"{upload_dir}/resize_{filename}" + cv2.imwrite(resize_image_path, image_resize) + # 将重置的图片贴到pdf白纸中 + x = (pdf_width - nw) // 2 + y = (pdf_height - nh) // 2 + new_img = Image.new('RGB', (pdf_width, pdf_height), 'white') + image_scale = Image.open(resize_image_path) + new_img.paste(image_scale, (x, y)) + + # 公式检测 + latex_filling_list = formula_predict(mfd_model, new_img) + + os.remove(resize_image_path) + + # 将缩放图公式检测的坐标还原为原图公式检测的坐标 + for item in latex_filling_list: + item_poly = item["poly"] + item["poly"] = [ + (item_poly[0] - x) / scale, + (item_poly[1] - y) / scale, + (item_poly[2] - x) / scale, + (item_poly[3] - y) / scale, + (item_poly[4] - x) / scale, + (item_poly[5] - y) / scale, + (item_poly[6] - x) / scale, + (item_poly[7] - y) / scale, + ] + + if not latex_filling_list: + return generate_response(code=1001, msg="detection fail", msgZh="公式检测失败，图片过小，无法检测") + + spans = get_all_spans(latex_filling_list) + '''删除重叠spans中置信度较低的那些''' + spans, dropped_spans_by_confidence = remove_overlaps_low_confidence_spans(spans) + '''删除重叠spans中较小的那些''' + spans, dropped_spans_by_span_overlap = remove_overlaps_min_spans(spans) + + return generate_response(data={ + 'layout': spans, + }) + + +def formula_recognition(file_path, upload_dir): + """ + 公式识别 + :param file_path: 文件路径 + :param upload_dir: 上传文件夹 + :return: + """ + try: + image_open = Image.open(file_path) + except IOError: + return generate_response(code=400, msg="params is not valid", msgZh="参数类型不是图片，无效参数") + + filename = Path(file_path).name + + # 获取图片宽高 + width, height = image_open.size + # 转换为RGB，忽略透明度通道 + rgb_image = image_open.convert('RGB') + # 保存转换后的图片 + rgb_image.save(file_path) + + image_conv = Image.open(file_path) + image_array = np.array(image_conv) + pdf_width = 1416 + pdf_height = 1888 + + # 重置图片大小 + scale = min(pdf_width // 2 / width, pdf_height // 2 / height) # 缩放比例 + nw = int(width * scale) + nh = int(height * scale) + image_resize = cv2.resize(image_array, (nw, nh), interpolation=cv2.INTER_LINEAR) + resize_image_path = f"{upload_dir}/resize_{filename}" + cv2.imwrite(resize_image_path, image_resize) + # 将重置的图片贴到pdf白纸中 + x = (pdf_width - nw) // 2 + y = (pdf_height - nh) // 2 + new_img = Image.new('RGB', (pdf_width, pdf_height), 'white') + image_scale = Image.open(resize_image_path) + new_img.paste(image_scale, (x, y)) + new_img_array = np.array(new_img) + + # 初始化模型 + cpm = CustomPEKModel() + # device + device = cpm.device + # 初始化公式检测模型 + mfd_model = cpm.mfd_model + # 初始化公式解析模型 + mfr_model = cpm.mfr_model + mfr_transform = cpm.mfr_transform + # 公式识别 + latex_filling_list, mfr_res = formula_recognition(mfd_model, new_img_array, mfr_transform, device, mfr_model, + image_open) + + os.remove(resize_image_path) + + # 将缩放图公式检测的坐标还原为原图公式检测的坐标 + for item in latex_filling_list: + item_poly = item["poly"] + item["poly"] = [ + (item_poly[0] - x) / scale, + (item_poly[1] - y) / scale, + (item_poly[2] - x) / scale, + (item_poly[3] - y) / scale, + (item_poly[4] - x) / scale, + (item_poly[5] - y) / scale, + (item_poly[6] - x) / scale, + (item_poly[7] - y) / scale, + ] + + spans = get_all_spans(latex_filling_list) + '''删除重叠spans中置信度较低的那些''' + spans, dropped_spans_by_confidence = remove_overlaps_low_confidence_spans(spans) + '''删除重叠spans中较小的那些''' + spans, dropped_spans_by_span_overlap = remove_overlaps_min_spans(spans) + + if not latex_filling_list: + width, height = image_open.size + latex_filling_list.append({ + 'category_id': 14, + 'poly': [0, 0, width, 0, width, height, 0, height], + 'score': 1, + 'latex': mfr_res[0] if mfr_res else "", + }) + + return generate_response(data={ + 'layout': spans if spans else latex_filling_list, + "mfr_res": mfr_res + }) diff --git a/projects/web_api/web_api/api/analysis/img_md_view.py b/projects/web_api/web_api/api/analysis/img_md_view.py new file mode 100644 index 00000000..66df7bc7 --- /dev/null +++ b/projects/web_api/web_api/api/analysis/img_md_view.py @@ -0,0 +1,46 @@ +from pathlib import Path +from flask import request, current_app, send_from_directory +from flask_restful import Resource + + +class ImgView(Resource): + def get(self): + """ + 获取pdf解析的图片 + :return: + """ + params = request.args + pdf = params.get('pdf') + filename = params.get('filename') + as_attachment = params.get('as_attachment') + if str(as_attachment).lower() == "true": + as_attachment = True + else: + as_attachment = False + file_stem = Path(pdf).stem + pdf_analysis_folder = current_app.config['PDF_ANALYSIS_FOLDER'] + pdf_dir = f"{current_app.static_folder}/{pdf_analysis_folder}/{file_stem}" + image_dir = f"{pdf_dir}/images" + response = send_from_directory(image_dir, filename, as_attachment=as_attachment) + return response + + +class MdView(Resource): + def get(self): + """ + 获取pdf解析的markdown + :return: + """ + params = request.args + pdf = params.get('pdf') + filename = params.get('filename') + as_attachment = params.get('as_attachment') + if str(as_attachment).lower() == "true": + as_attachment = True + else: + as_attachment = False + file_stem = Path(pdf).stem + pdf_analysis_folder = current_app.config['PDF_ANALYSIS_FOLDER'] + pdf_dir = f"{current_app.static_folder}/{pdf_analysis_folder}/{file_stem}" + response = send_from_directory(pdf_dir, filename, as_attachment=as_attachment) + return response diff --git a/projects/web_api/web_api/api/analysis/models.py b/projects/web_api/web_api/api/analysis/models.py new file mode 100644 index 00000000..23b8b1d2 --- /dev/null +++ b/projects/web_api/web_api/api/analysis/models.py @@ -0,0 +1,29 @@ +from datetime import datetime +from ..extentions import db + + +class AnalysisTask(db.Model): + __tablename__ = 'analysis_task' + id = db.Column(db.Integer, primary_key=True, autoincrement=True) + file_key = db.Column(db.Text, comment="文件唯一哈希") + file_name = db.Column(db.Text, comment="文件名称") + task_type = db.Column(db.String(128), comment="任务类型") + is_ocr = db.Column(db.Boolean, default=False, comment="是否ocr") + status = db.Column(db.Integer, default=0, comment="状态") # 0 running 1 finished 2 pending + analysis_pdf_id = db.Column(db.Integer, comment="analysis_pdf的id") + create_date = db.Column(db.DateTime(), nullable=False, default=datetime.now) + update_date = db.Column(db.DateTime(), nullable=False, default=datetime.now, onupdate=datetime.now) + + +class AnalysisPdf(db.Model): + __tablename__ = 'analysis_pdf' + id = db.Column(db.Integer, primary_key=True, autoincrement=True) + file_name = db.Column(db.Text, comment="文件名称") + file_url = db.Column(db.Text, comment="文件原路径") + file_path = db.Column(db.Text, comment="文件路径") + status = db.Column(db.Integer, default=3, comment="状态") # 0 转换中 1 已完成 2 转换失败 3 init + bbox_info = db.Column(db.Text, comment="坐标数据") + md_link_list = db.Column(db.Text, comment="markdown分页链接") + full_md_link = db.Column(db.Text, comment="markdown全文链接") + create_date = db.Column(db.DateTime(), nullable=False, default=datetime.now) + update_date = db.Column(db.DateTime(), nullable=False, default=datetime.now, onupdate=datetime.now) \ No newline at end of file diff --git a/projects/web_api/web_api/api/analysis/pdf_ext.py b/projects/web_api/web_api/api/analysis/pdf_ext.py new file mode 100644 index 00000000..800d9510 --- /dev/null +++ b/projects/web_api/web_api/api/analysis/pdf_ext.py @@ -0,0 +1,162 @@ +import json +import re +import traceback +from pathlib import Path +from flask import current_app, url_for +from magic_pdf.rw.DiskReaderWriter import DiskReaderWriter +from magic_pdf.pipe.UNIPipe import UNIPipe +import magic_pdf.model as model_config +from magic_pdf.libs.json_compressor import JsonCompressor +from magic_pdf.dict2md.ocr_mkcontent import ocr_mk_mm_markdown_with_para_and_pagination +from .ext import find_file +from ..extentions import app, db +from .models import AnalysisPdf, AnalysisTask +from common.error_types import ApiException +from loguru import logger + +model_config.__use_inside_model__ = True + + +def analysis_pdf(image_dir, pdf_bytes, is_ocr=False): + try: + model_json = [] # model_json传空list使用内置模型解析 + logger.info(f"is_ocr: {is_ocr}") + if not is_ocr: + jso_useful_key = {"_pdf_type": "", "model_list": model_json} + image_writer = DiskReaderWriter(image_dir) + pipe = UNIPipe(pdf_bytes, jso_useful_key, image_writer, is_debug=True) + pipe.pipe_classify() + else: + jso_useful_key = {"_pdf_type": "ocr", "model_list": model_json} + image_writer = DiskReaderWriter(image_dir) + pipe = UNIPipe(pdf_bytes, jso_useful_key, image_writer, is_debug=True) + """如果没有传入有效的模型数据，则使用内置model解析""" + if len(model_json) == 0: + if model_config.__use_inside_model__: + pipe.pipe_analyze() + else: + logger.error("need model list input") + exit(1) + pipe.pipe_parse() + pdf_mid_data = JsonCompressor.decompress_json(pipe.get_compress_pdf_mid_data()) + pdf_info_list = pdf_mid_data["pdf_info"] + md_content = json.dumps(ocr_mk_mm_markdown_with_para_and_pagination(pdf_info_list, image_dir), + ensure_ascii=False) + bbox_info = get_bbox_info(pdf_info_list) + return md_content, bbox_info + except Exception as e: + logger.error(traceback.format_exc()) + + +def get_bbox_info(data): + bbox_info = [] + for page in data: + preproc_blocks = page.get("preproc_blocks", []) + discarded_blocks = page.get("discarded_blocks", []) + bbox_info.append({ + "preproc_blocks": preproc_blocks, + "page_idx": page.get("page_idx"), + "page_size": page.get("page_size"), + "discarded_blocks": discarded_blocks, + }) + return bbox_info + + +def analysis_pdf_task(pdf_dir, image_dir, pdf_path, is_ocr, analysis_pdf_id): + """ + 解析pdf + :param pdf_dir: pdf解析目录 + :param image_dir: 图片目录 + :param pdf_path: pdf路径 + :param is_ocr: 是否启用ocr + :param analysis_pdf_id: pdf解析表id + :return: + """ + try: + logger.info(f"start task: {pdf_path}") + logger.info(f"image_dir: {image_dir}") + if not Path(image_dir).exists(): + Path(image_dir).mkdir(parents=True, exist_ok=True) + with open(pdf_path, 'rb') as file: + pdf_bytes = file.read() + md_content, bbox_info = analysis_pdf(image_dir, pdf_bytes, is_ocr) + img_list = Path(image_dir).glob('*') if Path(image_dir).exists() else [] + + pdf_name = Path(pdf_path).name + with app.app_context(): + for img in img_list: + img_name = Path(img).name + regex = re.compile(fr'.*\((.*?{img_name})') + regex_result = regex.search(md_content) + img_url = url_for('analysis.imgview', filename=img_name, as_attachment=False) + md_content = md_content.replace(regex_result.group(1), f"{img_url}&pdf={pdf_name}") + + full_md_content = "" + for item in json.loads(md_content): + full_md_content += item["md_content"] + "\n" + + full_md_name = "full.md" + with open(f"{pdf_dir}/{full_md_name}", "w") as file: + file.write(full_md_content) + with app.app_context(): + full_md_link = url_for('analysis.mdview', filename=full_md_name, as_attachment=False) + full_md_link = f"{full_md_link}&pdf={pdf_name}" + + md_link_list = [] + with app.app_context(): + for n, md in enumerate(json.loads(md_content)): + md_content = md["md_content"] + md_name = f"{md.get('page_no', n)}.md" + with open(f"{pdf_dir}/{md_name}", "w") as file: + file.write(md_content) + md_url = url_for('analysis.mdview', filename=md_name, as_attachment=False) + md_link_list.append(f"{md_url}&pdf={pdf_name}") + + with app.app_context(): + with db.auto_commit(): + analysis_pdf_object = AnalysisPdf.query.filter_by(id=analysis_pdf_id).first() + analysis_pdf_object.status = 1 + analysis_pdf_object.bbox_info = json.dumps(bbox_info, ensure_ascii=False) + analysis_pdf_object.md_link_list = json.dumps(md_link_list, ensure_ascii=False) + analysis_pdf_object.full_md_link = full_md_link + db.session.add(analysis_pdf_object) + with db.auto_commit(): + analysis_task_object = AnalysisTask.query.filter_by(analysis_pdf_id=analysis_pdf_id).first() + analysis_task_object.status = 1 + db.session.add(analysis_task_object) + logger.info(f"finished!") + except Exception as e: + logger.error(traceback.format_exc()) + with app.app_context(): + with db.auto_commit(): + analysis_pdf_object = AnalysisPdf.query.filter_by(id=analysis_pdf_id).first() + analysis_pdf_object.status = 2 + db.session.add(analysis_pdf_object) + with db.auto_commit(): + analysis_task_object = AnalysisTask.query.filter_by(analysis_pdf_id=analysis_pdf_id).first() + analysis_task_object.status = 1 + db.session.add(analysis_task_object) + raise ApiException(code=500, msg="PDF parsing failed", msgZH="pdf解析失败") + finally: + # 执行pending + with app.app_context(): + analysis_task_object = AnalysisTask.query.filter_by(status=2).order_by( + AnalysisTask.update_date.asc()).first() + if analysis_task_object: + pdf_upload_folder = current_app.config['PDF_UPLOAD_FOLDER'] + upload_dir = f"{current_app.static_folder}/{pdf_upload_folder}" + file_path = find_file(analysis_task_object.file_key, upload_dir) + file_stem = Path(file_path).stem + pdf_analysis_folder = current_app.config['PDF_ANALYSIS_FOLDER'] + pdf_dir = f"{current_app.static_folder}/{pdf_analysis_folder}/{file_stem}" + image_dir = f"{pdf_dir}/images" + with db.auto_commit(): + analysis_pdf_object = AnalysisPdf.query.filter_by(id=analysis_task_object.analysis_pdf_id).first() + analysis_pdf_object.status = 0 + db.session.add(analysis_pdf_object) + with db.auto_commit(): + analysis_task_object.status = 0 + db.session.add(analysis_task_object) + analysis_pdf_task(pdf_dir, image_dir, file_path, analysis_task_object.is_ocr, analysis_task_object.analysis_pdf_id) + else: + logger.info(f"all task finished!") diff --git a/projects/web_api/web_api/api/analysis/serialization.py b/projects/web_api/web_api/api/analysis/serialization.py new file mode 100644 index 00000000..727c6aed --- /dev/null +++ b/projects/web_api/web_api/api/analysis/serialization.py @@ -0,0 +1,28 @@ +from marshmallow import Schema, fields, validates_schema, validates +from common.error_types import ApiException +from .models import AnalysisTask + + +class BooleanField(fields.Boolean): + def _deserialize(self, value, attr, data, **kwargs): + # 进行自定义验证 + if not isinstance(value, bool): + raise ApiException(code=400, msg="isOcr not a valid boolean", msgZH="isOcr不是有效的布尔值") + + return value + + +class AnalysisViewSchema(Schema): + fileKey = fields.Str(required=True) + fileName = fields.Str() + taskType = fields.Str(required=True) + isOcr = BooleanField() + + @validates_schema(pass_many=True) + def validate_passwords(self, data, **kwargs): + task_type = data['taskType'] + file_key = data['fileKey'] + if not file_key: + raise ApiException(code=400, msg="fileKey cannot be empty", msgZH="fileKey不能为空") + if not task_type: + raise ApiException(code=400, msg="taskType cannot be empty", msgZH="taskType不能为空") diff --git a/projects/web_api/web_api/api/analysis/task_view.py b/projects/web_api/web_api/api/analysis/task_view.py new file mode 100644 index 00000000..ac826acf --- /dev/null +++ b/projects/web_api/web_api/api/analysis/task_view.py @@ -0,0 +1,95 @@ +import json +from flask import url_for, request +from flask_restful import Resource +from sqlalchemy import func +from ..extentions import db +from .models import AnalysisTask, AnalysisPdf +from .ext import task_state_map +from common.custom_response import generate_response + + +class TaskView(Resource): + def get(self): + """ + 查询正在进行的任务 + :return: + """ + analysis_task_running = AnalysisTask.query.filter(AnalysisTask.status == 0).first() + analysis_task_pending = AnalysisTask.query.filter(AnalysisTask.status == 2).order_by( + AnalysisTask.create_date.asc()).all() + pending_total = db.session.query(func.count(AnalysisTask.id)).filter(AnalysisTask.status == 2).scalar() + task_nums = pending_total + 1 + data = [ + { + "queues": task_nums, # 正在排队的任务总数 + "rank": 1, + "id": analysis_task_running.id, + "url": url_for('analysis.uploadpdfview', filename=analysis_task_running.file_name, as_attachment=False), + "fileName": analysis_task_running.file_name, + "type": analysis_task_running.task_type, + "state": task_state_map.get(analysis_task_running.status), + } + ] + for n, task in enumerate(analysis_task_pending): + data.append({ + "queues": task_nums, # 正在排队的任务总数 + "rank": n + 2, + "id": task.id, + "url": url_for('analysis.uploadpdfview', filename=task.file_name, as_attachment=False), + "fileName": task.file_name, + "type": task.task_type, + "state": task_state_map.get(task.status), + }) + data.reverse() + return generate_response(data=data, total=task_nums) + + +class HistoricalTasksView(Resource): + def get(self): + """ + 获取任务历史记录 + :return: + """ + params = request.args + page_no = params.get('pageNo', 1) + page_size = params.get('pageSize', 10) + total = db.session.query(func.count(AnalysisTask.id)).scalar() + analysis_task = AnalysisTask.query.order_by(AnalysisTask.create_date.desc()).paginate(page=int(page_no), + per_page=int(page_size), + error_out=False) + data = [] + for n, task in enumerate(analysis_task): + data.append({ + "fileName": task.file_name, + "id": task.id, + "type": task.task_type, + "state": task_state_map.get(task.status), + }) + data = { + "list": data, + "total": total, + "pageNo": page_no, + "pageSize": page_size, + } + return generate_response(data=data) + + +class DeleteTaskView(Resource): + def delete(self): + """ + 删除任务历史记录 + :return: + """ + params = json.loads(request.data) + id = params.get('id') + + analysis_task = AnalysisTask.query.filter(AnalysisTask.id == id, AnalysisTask.status != 0).first() + if analysis_task: + analysis_pdf = AnalysisPdf.query.filter(AnalysisPdf.id == AnalysisTask.analysis_pdf_id).first() + with db.auto_commit(): + db.session.delete(analysis_pdf) + db.session.delete(analysis_task) + else: + return generate_response(code=400, msg="The ID is incorrect", msgZH="id不正确") + + return generate_response(data={"id": id}) diff --git a/projects/web_api/web_api/api/analysis/upload_view.py b/projects/web_api/web_api/api/analysis/upload_view.py new file mode 100644 index 00000000..2032158d --- /dev/null +++ b/projects/web_api/web_api/api/analysis/upload_view.py @@ -0,0 +1,89 @@ +import json +import traceback +import requests +from flask import request, current_app, url_for, send_from_directory +from flask_restful import Resource +from werkzeug.utils import secure_filename +from pathlib import Path +from common.ext import is_pdf, calculate_file_hash, url_is_pdf +from io import BytesIO +from werkzeug.datastructures import FileStorage +from common.custom_response import generate_response +from loguru import logger + + +class UploadPdfView(Resource): + + def get(self): + """ + 获取pdf + :return: + """ + params = request.args + filename = params.get('filename') + as_attachment = params.get('as_attachment') + if str(as_attachment).lower() == "true": + as_attachment = True + else: + as_attachment = False + pdf_upload_folder = current_app.config['PDF_UPLOAD_FOLDER'] + response = send_from_directory(f"{current_app.static_folder}/{pdf_upload_folder}", filename, + as_attachment=as_attachment) + return response + + def post(self): + """ + 上传pdf + :return: + """ + file_list = request.files.getlist("file") + if file_list: + file = file_list[0] + filename = secure_filename(file.filename) + if not file or file and not is_pdf(filename, file): + return generate_response(code=400, msg="Invalid PDF file", msgZH="PDF文件参数无效") + else: + params = json.loads(request.data) + pdf_url = params.get('pdfUrl') + try: + response = requests.get(pdf_url, stream=True) + except ConnectionError as e: + logger.error(traceback.format_exc()) + return generate_response(code=400, msg="params is not valid", msgZh="参数错误，pdf链接无法访问") + if response.status_code != 200: + return generate_response(code=400, msg="params is not valid", msgZh="参数错误，pdf链接响应状态异常") + # 创建一个模拟的 FileStorage 对象 + file_content = BytesIO(response.content) + filename = Path(pdf_url).name if ".pdf" in pdf_url else f"{Path(pdf_url).name}.pdf" + file = FileStorage( + stream=file_content, + filename=filename, + content_type=response.headers.get('Content-Type', 'application/octet-stream') + ) + if not file or file and not url_is_pdf(file): + return generate_response(code=400, msg="Invalid PDF file", msgZH="PDF文件参数无效") + + pdf_upload_folder = current_app.config['PDF_UPLOAD_FOLDER'] + upload_dir = f"{current_app.static_folder}/{pdf_upload_folder}" + if not Path(upload_dir).exists(): + Path(upload_dir).mkdir(parents=True, exist_ok=True) + file_key = calculate_file_hash(file) + # new_filename = f"{int(time.time())}_{filename}" + new_filename = f"{file_key}_{filename}" + file_path = f"{upload_dir}/{new_filename}" + # file.save(file_path) + chunk_size = 8192 + with open(file_path, 'wb') as f: + while True: + chunk = file.stream.read(chunk_size) + if not chunk: + break + f.write(chunk) + + # 生成文件的URL路径 + file_url = url_for('analysis.uploadpdfview', filename=new_filename, as_attachment=False) + data = { + "url": file_url, + "file_key": file_key + } + return generate_response(data=data) diff --git a/projects/web_api/web_api/api/extentions.py b/projects/web_api/web_api/api/extentions.py new file mode 100644 index 00000000..643b582b --- /dev/null +++ b/projects/web_api/web_api/api/extentions.py @@ -0,0 +1,61 @@ +from flask import Flask, jsonify +from flask_restful import Api as _Api +from flask_cors import CORS +from flask_sqlalchemy import SQLAlchemy as _SQLAlchemy +from flask_migrate import Migrate +from contextlib import contextmanager +from flask_jwt_extended import JWTManager +from flask_marshmallow import Marshmallow +from common.error_types import ApiException +from werkzeug.exceptions import HTTPException +from loguru import logger + + +class Api(_Api): + def handle_error(self, e): + if isinstance(e, ApiException): + code = e.code + msg = e.msg + msgZH = e.msgZH + error_code = e.error_code + elif isinstance(e, HTTPException): + code = e.code + msg = e.description + msgZH = "服务异常，详细信息请查看日志" + error_code = e.code + else: + code = 500 + msg = str(e) + error_code = 500 + msgZH = "服务异常，详细信息请查看日志" + + # 使用 loguru 记录异常信息 + logger.opt(exception=e).error(f"An error occurred: {msg}") + + return jsonify({ + "error": "Internal Server Error" if code == 500 else e.name, + "msg": msg, + "msgZH": msgZH, + "code": code, + "error_code": error_code + }), code + + +class SQLAlchemy(_SQLAlchemy): + @contextmanager + def auto_commit(self): + try: + yield + db.session.commit() + db.session.flush() + except Exception as e: + db.session.rollback() + raise e + + +app = Flask(__name__) +CORS(app, supports_credentials=True) +db = SQLAlchemy() +migrate = Migrate() +jwt = JWTManager() +ma = Marshmallow() diff --git a/projects/web_api/web_api/app.py b/projects/web_api/web_api/app.py new file mode 100644 index 00000000..d98c0e56 --- /dev/null +++ b/projects/web_api/web_api/app.py @@ -0,0 +1,54 @@ +import socket +from api import create_app +from pathlib import Path +import yaml + + +def get_local_ip(): + sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM) + sock.connect(('8.8.8.8', 80)) # Google DNS 服务器 + ip_address = sock.getsockname()[0] + sock.close() + return ip_address + + +current_file_path = Path(__file__).resolve() +base_dir = current_file_path.parent +config_path = base_dir / "config/config.yaml" + + +class ConfigMap(dict): + __setattr__ = dict.__setitem__ + __getattr__ = dict.__getitem__ + + +with open(str(config_path), mode='r', encoding='utf-8') as fd: + data = yaml.load(fd, Loader=yaml.FullLoader) + _config = data.get(data.get("CurrentConfig", "DevelopmentConfig")) +config = ConfigMap() +for k, v in _config.items(): + config[k] = v +config['base_dir'] = base_dir +database = _config.get("database") +if database: + if database.get("type") == "sqlite": + database_uri = f'sqlite:///{base_dir}/{database.get("path")}' + elif database.get("type") == "mysql": + database_uri = f'mysql+pymysql://{database.get("user")}:{database.get("password")}@{database.get("host")}:{database.get("port")}/{database.get("database")}?' + else: + database_uri = '' + config['SQLALCHEMY_DATABASE_URI'] = database_uri + +ip_address = get_local_ip() +port = config.get("PORT", 5559) +# 配置 SERVER_NAME +config['SERVER_NAME'] = f'{ip_address}:5559' +# 配置 APPLICATION_ROOT +config['APPLICATION_ROOT'] = '/' +# 配置 PREFERRED_URL_SCHEME +config['PREFERRED_URL_SCHEME'] = 'http' + +app = create_app(config) + +if __name__ == '__main__': + app.run(host="0.0.0.0", port=port, debug=config.get("DEBUG", False)) diff --git a/projects/web_api/web_api/common/__init__.py b/projects/web_api/web_api/common/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/projects/web_api/web_api/common/custom_response.py b/projects/web_api/web_api/common/custom_response.py new file mode 100644 index 00000000..7d244c1a --- /dev/null +++ b/projects/web_api/web_api/common/custom_response.py @@ -0,0 +1,23 @@ +from flask import jsonify + + +class ResponseCode: + SUCCESS = 200 + PARAM_WARING = 400 + MESSAGE = "success" + + +def generate_response(data=None, code=ResponseCode.SUCCESS, msg=ResponseCode.MESSAGE, **kwargs): + """ + 自定义响应 + :param code:状态码 + :param data:返回数据 + :param msg:返回消息 + :param kwargs: + :return: + """ + msg = msg or 'success' if code == 200 else msg or 'fail' + success = True if code == 200 else False + res = jsonify(dict(code=code, success=success, data=data, msg=msg, **kwargs)) + res.status_code = 200 + return res diff --git a/projects/web_api/web_api/common/error_types.py b/projects/web_api/web_api/common/error_types.py new file mode 100644 index 00000000..8624437d --- /dev/null +++ b/projects/web_api/web_api/common/error_types.py @@ -0,0 +1,45 @@ +import json +from flask import request +from werkzeug.exceptions import HTTPException + + +class ApiException(HTTPException): + """API错误基类""" + code = 500 + msg = 'Sorry, we made a mistake Σ(っ °Д °;)っ' + msgZH = "" + error_code = 999 + + def __init__(self, msg=None, msgZH=None, code=None, error_code=None, headers=None): + if code: + self.code = code + if msg: + self.msg = msg + if msgZH: + self.msgZH = msgZH + if error_code: + self.error_code = error_code + super(ApiException, self).__init__(msg, None) + + @staticmethod + def get_error_url(): + """获取出错路由和请求方式""" + method = request.method + full_path = str(request.full_path) + main_path = full_path.split('?')[0] + res = method + ' ' + main_path + return res + + def get_body(self, environ=None, scope=None): + """异常返回信息""" + body = dict( + msg=self.msg, + error_code=self.error_code, + request=self.get_error_url() + ) + text = json.dumps(body) + return text + + def get_headers(self, environ=None, scope=None): + """异常返回格式""" + return [("Content-Type", "application/json")] \ No newline at end of file diff --git a/projects/web_api/web_api/common/ext.py b/projects/web_api/web_api/common/ext.py new file mode 100644 index 00000000..783fe3c5 --- /dev/null +++ b/projects/web_api/web_api/common/ext.py @@ -0,0 +1,80 @@ +import hashlib +import mimetypes + + +def is_pdf(filename, file): + """ + 判断文件是否为PDF格式。 + + :param filename: 文件名 + :param file: 文件对象 + :return: 如果文件是PDF格式，则返回True，否则返回False + """ + # 检查文件扩展名 https://arxiv.org/pdf/2405.08702 pdf链接可能存在不带扩展名的情况，先注释 + if not filename.endswith('.pdf'): + return False + + # 检查MIME类型 + mime_type, _ = mimetypes.guess_type(filename) + print(mime_type) + if mime_type != 'application/pdf': + return False + + # 可选：读取文件的前几KB内容并检查MIME类型 + # 这一步是可选的，用于更严格的检查 + # if not mimetypes.guess_type(filename, strict=False)[0] == 'application/pdf': + # return False + + # 检查文件内容 + file_start = file.read(5) + file.seek(0) + if not file_start.startswith(b'%PDF-'): + return False + + return True + + +def url_is_pdf(file): + """ + 判断文件是否为PDF格式。 + + :param file: 文件对象 + :return: 如果文件是PDF格式，则返回True，否则返回False + """ + # 检查文件内容 + file_start = file.read(5) + file.seek(0) + if not file_start.startswith(b'%PDF-'): + return False + + return True + + +def calculate_file_hash(file, algorithm='sha256'): + """ + 计算给定文件的哈希值。 + + :param file: 文件对象 + :param algorithm: 哈希算法的名字，如:'sha256', 'md5', 'sha1'等 + :return: 文件的哈希值 + """ + hash_func = getattr(hashlib, algorithm)() + block_size = 65536 # 64KB chunks + # with open(file_path, 'rb') as file: + buffer = file.read(block_size) + while len(buffer) > 0: + hash_func.update(buffer) + buffer = file.read(block_size) + file.seek(0) + return hash_func.hexdigest() + + +def singleton_func(cls): + instance = {} + + def _singleton(*args, **kwargs): + if cls not in instance: + instance[cls] = cls(*args, **kwargs) + return instance[cls] + + return _singleton diff --git a/projects/web_api/web_api/common/import_models.py b/projects/web_api/web_api/common/import_models.py new file mode 100644 index 00000000..06af38e3 --- /dev/null +++ b/projects/web_api/web_api/common/import_models.py @@ -0,0 +1 @@ +from api.analysis.models import * \ No newline at end of file diff --git a/projects/web_api/web_api/common/logger.py b/projects/web_api/web_api/common/logger.py new file mode 100644 index 00000000..b994afc9 --- /dev/null +++ b/projects/web_api/web_api/common/logger.py @@ -0,0 +1,19 @@ +import os +from loguru import logger +from pathlib import Path +from datetime import datetime + + +def setup_log(config): + """ + Setup logging + :param config: config file + :return: + """ + log_path = os.path.join(Path(__file__).parent.parent, "log") + if not Path(log_path).exists(): + Path(log_path).mkdir(parents=True, exist_ok=True) + log_level = config.get("LOG_LEVEL") + log_name = f'log_{datetime.now().strftime("%Y-%m-%d")}.log' + log_file_path = os.path.join(log_path, log_name) + logger.add(str(log_file_path), rotation='00:00', encoding='utf-8', level=log_level, enqueue=True) diff --git a/projects/web_api/web_api/common/web_hook.py b/projects/web_api/web_api/common/web_hook.py new file mode 100644 index 00000000..41982a0a --- /dev/null +++ b/projects/web_api/web_api/common/web_hook.py @@ -0,0 +1,9 @@ + +def before_request(): + return None + + +def after_request(response): + response.headers.add('Access-Control-Allow-Origin', '*') + response.headers.add('Access-Control-Allow-Headers', 'Content-Type,Authorization') + return response diff --git a/projects/web_api/web_api/config/__init__.py b/projects/web_api/web_api/config/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/projects/web_api/web_api/config/config.yaml b/projects/web_api/web_api/config/config.yaml new file mode 100644 index 00000000..1bdb5cf3 --- /dev/null +++ b/projects/web_api/web_api/config/config.yaml @@ -0,0 +1,31 @@ +# 基本配置 +BaseConfig: &base + DEBUG: false + PORT: 5559 + LOG_LEVEL: "DEBUG" + SQLALCHEMY_TRACK_MODIFICATIONS: true + SQLALCHEMY_DATABASE_URI: "" + PROPAGATE_EXCEPTIONS: true + SECRET_KEY: "#$%^&**$##*(*^%%$**((&" + JWT_SECRET_KEY: "#$%^&**$##*(*^%%$**((&" + JWT_ACCESS_TOKEN_EXPIRES: 3600 + PDF_UPLOAD_FOLDER: "upload_pdf" + PDF_ANALYSIS_FOLDER: "analysis_pdf" + +# 开发配置 +DevelopmentConfig: + <<: *base + database: + type: sqlite + path: config/mineru_web.db + 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