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- #!/usr/bin/python3.6
- # -*- coding: utf-8 -*-
- # @Author : lijunliang
- # @Email : lijunliang@topnet.net.cn
- # @File : law.py
- # @Software: PyCharm
- import os
- import argparse
- import datetime
- from module.parse_file import parse_file_start
- from module.abstract import make_summary
- from loguru import logger
- from module.price import get_pricing
- from util.oss_file import OssServeClient
- from module.read_config import read_ini
- from util.db_helper import DBHelper
- from module.sql_operate import md5_exists
- from module.sql_operate import save_field
- from module.parse_file import get_property
- from util.file_operations import file_copy
- from util.file_operations import generate_directory, del_directory
- from module.ac_sensitive import ACAutomation
- from pymongo import MongoClient
- from util.convert2img import convert_img
- import pandas as pd
- from module.load_classify import load_classify
- import re
- import uuid
- import random
- logger.add("./logging/run.log", rotation="12:00") # 日志文件
- parser = argparse.ArgumentParser("指定监听端口")
- parser.add_argument('-dir', '--file_dir', default="./data/file/", type=str, help="目录")
- parser.add_argument('-config', '--config_path', default="./data/config.ini", type=str, help="配置文件config.ini")
- parser.add_argument('-class', '--docClass', default=1, type=int, help="类别")
- parser.add_argument('-tags', '--docTags', default="", type=str, help="标签")
- parser.add_argument('-pricing_model', '--pricing_type', default="页数", type=str, help="页数or字数")
- parser.add_argument('-pricing', '--base_price', default=500, type=float, help="初始价钱")
- # parser.add_argument('-addWater', '--Water', default="0" * 12, type=str, help="用户id")
- parser.add_argument('-sensitive_file', '--sensitive_path', default="./data/sensitive_words.txt", type=str,
- help="敏感词文件路径")
- parser.add_argument('-classify_file', '--classify_path', default="./data/classify.csv", type=str,
- help="分类文件")
- args = parser.parse_args()
- # docType = {'doc': 1, 'docx': 1, 'ppt': 4, 'pptx': 4, 'xls': 3, 'xlsx': 3, 'txt': 5, 'pdf': 2, 'html': 2,
- # 'htm': 2} # 文件类型字典
- docType = {'doc': 1, 'docx': 1, 'ppt': 4, 'pptx': 4, 'txt': 5, 'pdf': 2}
- ACA = ACAutomation()
- ACA.parse(args.sensitive_path)
- FileOss, MySql, previewOss, ClassifyDict = "", "", "", {}
- targetDir = "data/folder/" # 临时储存目标文件夹(上传结束后会进行删除,不改变数据原的文件)
- page_pattern = re.compile(r"(-\d+页|\d+页)") # 去除文件名中的页码
- with open("./data/replace_words.txt") as f:
- replace_words = [row.strip() for row in f.read().split("、") if row.strip()] # 文件名称中替换掉的词语
- replace_words.sort(key=lambda x: len(x), reverse=True) # 替换词语时,先长后短
- print("replace_words-->",replace_words)
- def create_oss_object(oss_config: dict):
- """
- oss服务初始化函数
- :param oss_config:
- :return:
- """
- return OssServeClient(access_key_id=oss_config["access_key_id"],
- access_key_secret=oss_config["access_key_secret"],
- endpoint=oss_config["endpoint"],
- bucket_name=oss_config["bucket_name"])
- def link_db():
- """
- 连接数据库
- :return:
- """
- Config = read_ini(args.config_path)
- FileConfig = Config["oss_file_config"]
- MySqlConfig = Config["mysql_config"]
- previewConfig = Config["previewConfig"]
- FileOss = create_oss_object(FileConfig) # file文件上传oss
- previewOss = create_oss_object(previewConfig) # file文件上传oss
- MySql = DBHelper(MySqlConfig)
- return FileOss, MySql, previewOss
- def check_file_type(doctype: str):
- """
- 文件类型检测
- :param doctype:
- :return:
- """
- if doctype not in docType:
- logger.warning("%s文件类型不匹配---->" % doctype)
- return False
- return True
- @logger.catch
- def upload_oss(file_path: str, file_content: str, pdf_path: str, cover_path: str, persistent: dict) -> dict:
- """
- 文件上传oss
- :param file_path: 文件路径
- :param file_content: 解析文本
- :param persistent: 自定义请求头
- :return:
- """
- global FileOss, previewOss
- succeed = {}
- source_oss_name = str(uuid.uuid1(int(time.time()))) + "." + file_path.split(".")[-1]
- pdf_oss_name = str(uuid.uuid1(int(time.time()))) + "." + "pdf"
- cover_oss_name = str(uuid.uuid1(int(time.time()))) + "." + "png"
- text_oss_name = str(uuid.uuid1(int(time.time())))
- per_header = FileOss.create_oss_meta(persistent)
- if not per_header:
- per_header = None
- # 源文件上传
- with open(file_path, "rb") as file:
- state, request_id = FileOss.upload_bytes_file(source_oss_name, file, headers=per_header)
- if state:
- succeed["ossDocId"] = source_oss_name
- # pdf文件上传
- with open(pdf_path, "rb") as pdf:
- state, request_id = FileOss.upload_bytes_file(pdf_oss_name, pdf, headers=per_header)
- if state:
- succeed["ossPdfId"] = pdf_oss_name
- # 文本文件上传
- state, request_id = FileOss.upload_text_file(text_oss_name, file_content, headers=per_header)
- if state:
- succeed["ossTxtId"] = text_oss_name
- # 封面图片上传
- with open(cover_path, "rb") as cover:
- state, request_id = previewOss.upload_bytes_file(cover_oss_name, cover, headers=per_header)
- if state:
- succeed["previewImgId"] = cover_oss_name
- return succeed
- def get_field(file_path: str, persistent: dict) -> dict:
- """
- 文件获取重要字段
- :param file_path:
- :param persistent:自定义请求头字段
- :return:
- """
- field = {}
- # 解析文件,获得文本文档
- file_content, pages, pdf_path = parse_file_start(file_path)
- text_size = len(file_content)
- cid_count = file_content.count("cid") # 疑似文档加密
- if text_size < 100 or (not pages) or (cid_count > 50): # 检测文本长度检测决定是否上传
- return {}
- # search = ACA.search(file_content) #敏感词检查
- # if search:
- # return field
- cover_path = convert_img(pdf_path)
- if not cover_path:
- return {}
- field["docPageSize"] = pages
- # 上传成功的文件,字段在函数内定义
- upload_ret = upload_oss(file_path, file_content, pdf_path, cover_path, persistent)
- if not upload_ret:
- return {}
- field.update(upload_ret)
- # 获得摘要
- # try:
- # summary = make_summary(file_content) # 获得摘要
- # except Exception as e:
- # logger.warning("摘要提取失败-->%s" % file_content)
- # summary = ""
- field["docSummary"] = file_content[:500]
- return field
- def rand_time(start_time: int = 1619845520, end_time: int = 1622523920):
- """
- 获取随机时间
- :param start_time:
- :param end_time:
- :return:
- """
- target_time = random.randint(start_time, end_time)
- return target_time
- def other_save(paths, filename):
- """
- 上传结束后会进行删除,不改变数据原的文件
- :param paths:文件路径
- :param filename:文件名称
- :return:
- """
- try:
- global targetDir
- source_path = os.path.join(paths, filename) # 文件路径
- print(source_path)
- abs_dir = os.path.abspath(".")
- target_dir = os.path.join(abs_dir, targetDir)
- if os.path.exists(target_dir):
- del_directory(target_dir)
- generate_directory(target_dir)
- low_name = filename.lower().strip()
- low_name = low_name.replace("(", "").replace(")", "").replace(" ", "")
- low_name = low_name[-7:]
- target_path = os.path.join(target_dir, low_name)
- state = file_copy(source_path, target_path)
- if not state:
- return False, target_path
- except Exception as e:
- print(e)
- return False, ""
- return True, target_path
- def create_doc_name(filename: str):
- """
- :param filename:
- :return:
- """
- global page_pattern, replace_words
- doc_names = filename.split(".")[:-1]
- doc_names = ".".join(doc_names)
- pages = page_pattern.findall(doc_names)
- for v in pages:
- doc_names = doc_names.replace(v, "")
- for v in replace_words:
- doc_names = doc_names.replace(v, "")
- if doc_names[0] in ["-"]:
- doc_names = doc_names[1:]
- return doc_names
- @logger.catch
- def update_start(paths: str, filename: str, classifies):
- """
- 生成开始
- :param paths:文件路径
- :param filename:文件名称
- :param classifies:分类有序
- :return:
- """
- global ClassifyDict
- classify = "/".join(classifies)
- tags = ",".join(classifies)
- if classify not in ClassifyDict:
- return f"不存在当前分类-->{classify}"
- doc_class = ClassifyDict[classify]
- state, target_path = other_save(paths, filename)
- need_field = {}
- if not state:
- return f"另存为失败,请检查数据源是否有问题--->{paths}--->{filename}"
- doctype, suffix, file_size = get_property(target_path)
- if not check_file_type(doctype): # 类型检查
- return f"当前文件不在允许的文件类型当中{doctype}--->{suffix}"
- doc_names = create_doc_name(filename)
- print("filename-->",filename,"-------docName--->",doc_names)
- need_field["docName"] = doc_names
- need_field["docFileType"] = docType[doctype] # 文件类型
- need_field["docFileSuffix"] = suffix # 文件后缀
- need_field["docFileSize"] = file_size # 文件大小
- state, file_md5 = md5_exists(MySql, target_path) # md5检查去重
- need_field["md5"] = file_md5
- if state:
- logger.warning("%s已经存在--------》" % filename)
- return f"当前文件已经存在--->{filename}"
- field = get_field(target_path, {})
- if not field:
- logger.warning("{}储存失败--->{}".format(paths, filename))
- return "当前文件类型转换上传失败,详情查看日志"
- need_field.update(field)
- p_time = rand_time()
- need_field["uploadDate"] = datetime.datetime.fromtimestamp(p_time)
- need_field["isDelete"] = 0
- need_field["downOrUp"] = 1
- if ("ossDocId" not in need_field) or ("ossPdfId" not in need_field):
- need_field["downOrUp"] = 0
- need_field["docTags"] = tags
- need_field["docClass"] = doc_class # 获取输入类别
- need_field["userId"] = "4" * 24 # 获取输入用户ID
- need_field["appId"] = "10000"
- pages = need_field["docPageSize"]
- price = get_pricing(doc_class, pages)
- need_field["price"] = price
- if not price:
- need_field["downOrUp"] = 0
- logger.warning(f"价格为0检查分类是否不纯在定价--->{doc_class}-->{pages}")
- insert_state = save_field(MySql, need_field) # 保存到mysql
- return insert_state
- def upload_by_dir(file_dir):
- """
- 文件上传
- :param file_dir:
- :return:
- """
- global FileOss, MySql, previewOss, ClassifyDict, targetDir
- FileOss, MySql, previewOss = link_db()
- ClassifyDict = load_classify(args.classify_path)
- print("start--->")
- flag =""
- for paths, dirs, files in os.walk(file_dir):
- for filename in files:
- # classify_dir = paths.replace(file_dir, "")
- # classifies = [v.strip() for v in classify_dir.split("/") if v.strip()]
- # classify = "/".join(classifies)
- #if "摩根-全球-投资策略-2018J.P. 摩根全球ETF手册-2018" in filename:
- # flag = True
- # continue
- #if not flag:
- # continue
- classifies = ["行业报告"]
- ret = update_start(paths, filename, classifies)
- print("--->",ret)
- if __name__ == '__main__':
- filepath = "/home/online_library/classData/研究分析报告"
- import time
- start = time.time()
- upload_by_dir(file_dir=filepath)
- end = time.time()
- print(end - start)
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