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final.py
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final.py
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#!/usr/bin/env python3
# -*- coding: utf-8 -*-
from tornado.gen import coroutine
from tornado.ioloop import IOLoop
from tornado.httpclient import HTTPRequest, AsyncHTTPClient, HTTPError
from bs4 import BeautifulSoup
from docx import Document
from openpyxl import load_workbook
import time
import os
import re
import operator
import subprocess
import requests
import xlrd
import pymysql.cursors
# Define headers and starturl global
HEADERS = {'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8',
'Accept-Encoding': 'gzip, deflate',
'Accept-Language': 'en-US,en;q=0.9',
'Cache-Control': 'max-age=0',
'Connection': 'keep-alive',
'Cookie': 'BIGipServerpool_ext_sgccecp=dLi+emekHSXw0p0qlHEOFwPG8f3ZUWy0UPTi92z2fDPzzz5qu84WJiSs0K5rXYZnsZCYog5OFFLXpCs=; WL_JSESSIONID=QVVnhk2KPTPgd7m4Bp918nBw1DWHmCr1nG4HL31Z2pB5P0c8f61Z!1877739744',
'Host': 'ecp.sgcc.com.cn',
'Referer': 'http://ecp.sgcc.com.cn/',
'Upgrade-Insecure-Requests': '1',
'User-Agent': 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/62.0.3202.94 Safari/537.36'
}
# You may change the starturl below
starturl = 'http://ecp.sgcc.com.cn/project_list.jsp?site=global&column_code=014001001&project_type='
# 招标文件路径
tender_files_path = './zippp'
outpath = './docx'
connection = pymysql.connect(host='localhost',
user='root',
password='siliver88',
db='tender',
charset='utf8',
cursorclass=pymysql.cursors.DictCursor)
# Filter
class SpiderFilter(object):
def __init__(self, starturl):
self.starturl = starturl
def PageUrl(self):
# set the starurl range below
for i in range(1, 11):
yield self.starturl + str(i)
# fetch the public bidding urls
def BiddingUrl(self):
fileurls = []
filenames = []
fileresults = []
# step 1 for yield black40s
for i in self.PageUrl():
tagurl_soup = BeautifulSoup(requests.get(i).text, 'lxml')
tagurls = tagurl_soup.find_all(class_="black40")
for url in tagurls:
fileurls.append(url)
# count the tds
num = len(fileurls)
# step 2 for filter '正在招标'
for i in range(0, num, 4):
if fileurls[i].string == '\r\n\t\t \r\n\t\t 正在招标\r\n\t\t \r\n\t\t ':
filenames.append([fileurls[i + 2].a.attrs['onclick'].strip("showProjectDetail")
.strip("(").strip(");").split(",")[0].strip("'"),
fileurls[i +
2].a.attrs['onclick'].strip("showProjectDetail")
.strip("(").strip(");").split(",")[1].strip("'")
])
for filename in filenames:
fileresults.append(
'http://ecp.sgcc.com.cn/html/project/' + filename[0] + '/' + filename[1] + '.html')
fileresults = set(fileresults)
# 正在招标的链接保存在本地
with open('./BiddingUrls.log', 'w') as fs:
for i in fileresults:
fs.write(i + '\n')
print("Filtering bidding urls...")
return fileresults
# fetch fileurls for downloadurls
# list is faster than yield for asynchronously Fetching
def FileUrl(self):
downloadurls = []
for i in self.BiddingUrl():
preurl_soup = BeautifulSoup(requests.get(i).text, 'lxml')
try:
downloadname = preurl_soup.find(
href=re.compile("/structData/")).attrs['href']
except ArrtributeError:
continue
finally:
downloadurls.append('http://ecp.sgcc.com.cn' + downloadname)
downloadurls = set(downloadurls)
print("Hit " + str(len(downloadurls)) + " files")
return downloadurls
# need BiddingUrls
class Det(object):
def __init__(self):
self.urls = []
with open('./BiddingUrls.log', 'r') as f:
file = f.readlines()
for i in file:
self.urls.append(i.strip('\n'))
def Details(self, url, soup):
details = {}
details['公告页面'] = url
for i in range(15):
details['{}'.format(str(soup.find_all('tr')[i].find_all('td')[0].string).strip(':').strip(''))] = \
str(soup.find_all('tr')[i].find_all(
'td')[1].string).strip('\r\n\t\t\t')
# 如果下载链接为空, 则会报ArrtributeError
filename = soup.find(href=re.compile("/structData/")).attrs['href']
details['项目公告文件'] = 'http://ecp.sgcc.com.cn' + filename
details['db_table_name'] = os.path.basename(
filename).split('.')[0]
ctime = soup.find(class_="articleTitle_details").string
details['发布时间'] = ctime
return details
def GetSoup(self, url):
resp = requests.get(url)
# 解决中文乱码
forbs4 = resp.text.encode(resp.encoding).decode('utf-8')
soup = BeautifulSoup(forbs4, 'lxml')
return soup
def ff(self):
# 内嵌dict 格式
foo = []
for url in self.urls:
foo.append(self.Details(url, self.GetSoup(url)))
result = {}
for i in range(len(foo)):
result[i] = foo[i]
return result
# Spider get and download method
# Coroutine for downloading to safe time
# Reaplace the PageUrl() with FileUrl()
# to download files
class SpiderMenthod(object):
def __init__(self):
self.http = AsyncHTTPClient()
if not os.path.exists(tender_files_path):
os.mkdir(tender_files_path)
if not os.path.exists(outpath):
os.mkdir(outpath)
else:
print("Dirs are ready.")
@coroutine
def get(self, url):
request = HTTPRequest(url=url,
method='GET',
headers=HEADERS,
connect_timeout=40.0,
request_timeout=40.0,
follow_redirects=False,
max_redirects=False,
)
yield self.http.fetch(request, callback=self.find, raise_error=False)
def find(self, response):
if response.error:
print(response.error)
print(response.code, response.effective_url, response.request_time)
with open(os.path.join(tender_files_path, os.path.basename(response.effective_url)), 'wb') as f:
f.write(response.body)
@coroutine
def downloadUrls(self):
urls = SpiderFilter(starturl).FileUrl()
print('Fetching urls asynchronously...')
t1 = time.time()
yield [self.get(url) for url in urls]
t = time.time() - t1
print(t)
# 以下是解解压,写数据库部分
# Need path first
class FilePath(object):
def __init__(self, sourcepath, outpath):
self.sourcepath = sourcepath
self.outpath = outpath
# Return full path list
def WalkFile(self, path):
for fpath, dirs, fs in os.walk(path):
for f in fs:
yield os.path.join(fpath, f)
def UnzipFile(self):
for filename in os.listdir(self.sourcepath):
subprocess.call(['unar', '-o', str(self.outpath) + '/' +
filename.split('.')[0], str(self.sourcepath) + '/' + filename])
for fpath, dirs, fn in os.walk(self.outpath):
for f in fn:
if f.endswith('.rar'):
subprocess.call(
['unar', '-o', fpath, os.path.join(fpath, f)])
def ConvertFiles(self):
for fpath, dirs, fs in os.walk(self.outpath):
for f in fs:
if f.endswith('.doc'):
subprocess.call(['soffice', '--headless', '--convert-to',
'docx', os.path.join(fpath, f), '--outdir', fpath])
subprocess.call(['rm', os.path.join(fpath, f)])
#if f.endswith('.xlsx'):
# subprocess.call(['soffice', '--headless', '--convert-to',
# 'xls', os.path.join(fpath, f), '--outdir', fpath])
# subprocess.call(['rm', os.path.join(fpath, f)])
print("Converted Done!")
return
# ======================
# 以下是数据库操作
# 用于清空数据库所有表单
class DBClean(object):
def __init__(self):
try:
with connection.cursor() as cursor:
sql = '''SHOW TABLES'''
cursor.execute(sql)
dbtable_names_for_now = cursor.fetchall()
for i in dbtable_names_for_now:
# print(i)
checksql = '''DROP TABLE IF EXISTS {}'''.format(
i['Tables_in_tender'])
cursor.execute(checksql)
connection.commit()
finally:
print('All tables are deleted!')
# 写入数据
class Write_To_DB(object):
def __init__(self, path):
# 用于接收outpath
self.path = path
self.__Create_tables()
self.__Write_data()
self.__Write_files()
# The method for dealing with single file
# If you wanna deal with a list , use `for`
def __Create_tables(self):
tables = []
bigresult = Det().ff()
for i in range(len(bigresult)):
tables.append('zb_' + bigresult[i]['db_table_name'])
# 检查抓取的文件名是否在数据库中
# 如果存在,则不写入;否则写入数据库
dbtable_names = []
dbtables_not_written = []
# 获取数据库中所有表名
try:
with connection.cursor() as cursor:
sql = '''SHOW TABLES'''
cursor.execute(sql)
# for_now 为临时变量
dbtable_names_for_now = cursor.fetchall()
for i in range(len(dbtable_names_for_now)):
dbtable_names.append(
dbtable_names_for_now[i]['Tables_in_tender'])
if operator.eq(tables, dbtable_names):
pass
else:
for i in tables:
if i not in dbtable_names:
dbtables_not_written.append(i)
# 测试dbtables_not_written 是否奏效
# 如果数据库已经写入,则返回空列表
# print(len(dbtables_not_written))
if len(dbtables_not_written) == 0:
pass
else:
# 建立table
with connection.cursor() as cursor:
for name in dbtables_not_written:
createtablesql = '''CREATE TABLE {}(
`id` int(10) NOT NULL AUTO_INCREMENT COMMENT '记录id',
`isAlive` VarChar(15) NOT NULL DEFAULT '' COMMENT '项目状态',
`zb_url` VarChar(255) DEFAULT '' COMMENT '公告页面',
`file_url` VarChar(255) NOT NULL DEFAULT '' COMMENT '项目公告文件',
`title` VarChar(255) NOT NULL DEFAULT '' COMMENT '项目名称',
`content` MediumText COMMENT '段落内容',
`lettercard` MediumText COMMENT '单元格内容',
`ctime` VarChar(30) NOT NULL DEFAULT 0 COMMENT '发布时间',
`deadline` VarChar(30) NOT NULL DEFAULT 0 COMMENT '截标时间',
`bsdeadline` VarChar(30) NOT NULL DEFAULT 0 COMMENT '标书购买截止时间',
`projectcode` VarChar(50) DEFAULT '' COMMENT '项目编号',
`kbsj` VarChar(30) NOT NULL DEFAULT 0 COMMENT '开标时间',
`bsfyxs` VarChar(100) NOT NULL DEFAULT '下载前支付' COMMENT '标书费用形式',
`xmjs` VarChar(100) DEFAULT '' COMMENT '项目介绍',
`telephone` VarChar(50) DEFAULT '' COMMENT '联系电话',
`projectclass` VarChar(255) NOT NULL DEFAULT '' COMMENT '项目类型',
`tenderee` VarChar(100) NOT NULL DEFAULT '' COMMENT '招标人',
`contact` VarChar(100) DEFAULT '' COMMENT '联系人',
`agent` VarChar(255) NOT NULL DEFAULT '' COMMENT '代理机构',
`dbtb` VarChar(50) NOT NULL DEFAULT '' COMMENT 'db_table_name',
PRIMARY KEY(`id`)
)ENGINE=InnoDB DEFAULT CHARSET=utf8'''.format(name)
cursor.execute(createtablesql)
connection.commit()
finally:
print("Tables are created!")
def __Write_data(self):
bigdata = Det().ff()
try:
with connection.cursor() as cursor:
for i in range(len(bigdata)):
tabname = 'zb_' + bigdata[i]['db_table_name']
isAlive = bigdata[i]['项目状态']
zb_url = bigdata[i]['公告页面']
file_url = bigdata[i]['项目公告文件']
title = bigdata[i]['项目名称']
ctime = bigdata[i]['发布时间']
deadline = bigdata[i]['截标时间']
bsdeadline = bigdata[i]['标书购买截止时间']
projectcode = bigdata[i]['项目编号']
kbsj = bigdata[i]['开标时间']
bsfyxs = bigdata[i]['标书费用形式']
xmjs = bigdata[i]['项目介绍']
telephone = bigdata[i]['联系电话']
projectclass = bigdata[i]['项目类型']
tenderee = bigdata[i]['招标人']
contact = bigdata[i]['联系人']
agent = bigdata[i]['代理机构']
dbtb = 'zb_' + bigdata[i]['db_table_name']
content = '段落: '
lettercard = '单元格: '
insertsql = '''INSERT INTO {} (isAlive, zb_url, file_url, title, ctime,
deadline, bsdeadline, projectcode, kbsj, bsfyxs, xmjs, telephone,
projectclass, tenderee, contact, agent, dbtb, content, lettercard) VALUES \
('{}','{}','{}','{}','{}','{}','{}','{}','{}','{}','{}','{}','{}','{}','{}','{}','{}','{}','{}')''' \
.format(tabname, isAlive, zb_url, file_url, title, ctime,
deadline, bsdeadline, projectcode, kbsj, bsfyxs, xmjs, telephone,
projectclass, tenderee, contact, agent, dbtb, content, lettercard)
cursor.execute(insertsql)
connection.commit()
finally:
# 注意,此处connection 只为模块测试使用
# 正式环境在所有数据库操作结束后再写close()
print("Data is inserted!")
# 将docx, xls 文件写入数据库
def WalkFile(self, path):
for fpath, dirs, fs in os.walk(path):
for f in fs:
yield os.path.join(fpath,f)
def Write_file_To_DB(self, tbname, path):
for name in self.WalkFile(outpath):
if os.path.basename(name).startswith('~$'):
print("Invalid file name :", name)
subprocess.call(['rm', name])
content = []
lettercard = []
if path.endswith('.docx'):
print("docx files... ", path)
document = Document(path)
for para in document.paragraphs:
content.append(para.text)
tempTable = document.tables
for i in range(len(tempTable)):
table = tempTable[i]
for x in table.rows:
try:
for y in x.cells:
# use extend() for safe
lettercard.extend(y.text)
except IndexError:
continue
finally:
print('docx 文档中有table 存在未对齐情况')
if path.endswith('.xls'):
print("xls files...", path)
book = xlrd.open_workbook(path)
worksheets = book.sheets()
for num in range(len(worksheets)):
worksheetn = book.sheet_by_index(num)
num_rows = worksheetn.nrows
for curr_row in range(num_rows):
row = worksheetn.row_values(curr_row)
if row != None:
lettercard.extend(str(row))
if path.endswith('.xlsx'):
print("xlsx files...", path)
wb = load_workbook(path)
sheetnamelist = wb.get_sheet_names()
for name in sheetnamelist:
sheet = wb.get_sheet_by_name(name)
for row in sheet.iter_rows():
for cell in row:
if cell.value != None:
lettercard.extend(str(cell.value))
while '' in content:
content.remove('')
while '' in lettercard:
lettercard.remove('')
content = ','.join(content)
lettercard = ''.join(lettercard)
try:
with connection.cursor() as cursor:
sql = '''UPDATE {} SET content=CONCAT(content, %s),lettercard=CONCAT(lettercard,%s) WHERE id=1'''.format(tbname)
cursor.execute(sql,(content,lettercard))
connection.commit()
finally:
print("Updating table...")
def __Write_files(self):
for i in os.listdir(self.path):
for x in self.WalkFile(outpath + '/' + i):
self.Write_file_To_DB('zb_' + i, x)
print('All files are written into DB.')
def main():
# 先抓数据
DBClean()
spider = SpiderMenthod()
loop = IOLoop.current()
loop.run_sync(spider.downloadUrls)
fp = FilePath(tender_files_path, outpath)
fp.UnzipFile()
fp.ConvertFiles()
Write_To_DB(outpath)
connection.close()
if __name__ == "__main__":
main()