1、下载 1万条日志记录，保存为一个文件，读取文件并解析日志，从日志中提取ip, time_local, http_method, url, http_status, body_bytes_sent , http_referer, ua字段，以制表符分割。
在mysql中创建表，将刚才解析后的结果存入mysql表中。
2、在mysql中，使用sql查询出现次数最多的ip，以及该ip的访问次数。 这里写代码片
file_data
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# coding:utf-8
# ip, time_local, http_method, url, http_status, body_bytes_sent , http_referer, ua
import re
data_all = {}
data_ev = {}
print("开始提取。。。")
with open("access_parts.log") as f:
count = 1
for line in f.readlines():
line = line.strip('\n')
line = re.split("\s|-", line)
# print(line)
data_ev["ip"] = line[0]
data_ev["time_local"] = line[5].split('[')[1]
data_ev["http_method"] = line[7].split('"')[1]
data_ev["url"] = line[8]
data_ev["http_status"] = line[9]
if line[10] == '-':
data_ev["body_bytes_sent"] = 0
else:
data_ev["body_bytes_sent"] = line[10]
data_ev["http_referer"] = line[11].split('"')
data_ev["ua"] = ' '.join(line[12:23]).split('"')
if data_ev["http_method"] == 'GET':
data_ev["ua"] = data_ev["ua"][3]
else:
data_ev["ua"] = data_ev["ua"][1] + data_ev["ua"][3]
print(data_ev)
data_all[count] = data_ev
# print("已完成"+count+"行。。。")
count += 1
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database
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# coding:utf-8
from sqlalchemy import create_engine, Table, Column, Integer, String, MetaData, ForeignKey
from sqlalchemy.orm import sessionmaker
from sqlalchemy.ext.declarative import declarative_base
from file_data import data_all
BaseModel = declarative_base()
print("开始连接数据库。。。")
DB_CONNECT = 'mysql+pymysql://root:123456@localhost:3306/test'
engine = create_engine(DB_CONNECT, echo=True)
DB_Session = sessionmaker(bind=engine)
session = DB_Session()
print("连接成功。。。")
class Access(BaseModel):
print("111")
__tablename__ = 'data'
id = Column(Integer(), primary_key=True)
ip = Column(String(50))
time_local = Column(String(50))
http_method = Column(String(50))
http_status = Column(String(50))
body_bytes_sent = Column(String(50))
http_referer = Column(String(50))
ua = Column(String(500))
def init_db():
BaseModel.metadata.create_all(engine)
def drop_db():
BaseModel.metadata.drop_all(engine)
drop_db()
init_db()
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main
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# 数据处理
# coding:utf-8
from file_data import data_all
from database import Access
from database import session
for k,v in data_all.items():
print("开始插入。。。")
access_ = Access(ip=v["ip"], time_local=v["time_local"], http_method=v["http_method"], http_status=v["http_status"], body_bytes_sent=v["body_bytes_sent"], http_referer=v["http_referer"], ua=v["ua"])
session.add(access_)
session.commit()
print("插入成功。。。")
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