分享一个Python脚本--统计redis key类型数据大小分布
2024-10-05 04:28:40
概述
今天主要介绍怎么统计redis key类型数据大小分布。
原理：使用redis命令： scan、pipline、type 和 debug object 来得到 redis key 信息。
脚本
内容如下：
#!/usr/bin/python
# -*- coding: utf-8 -*-
import getopt
import time
import sys
import redis
import os
reload(sys)
sys.setdefaultencoding('utf8') __Version__ = "1.8.1" '''
Function :
1. Show All Key type
2. Show Key size distrute
3. Show Key key counter
4. Show Key with no ttl counter
''' #LIST FORMAT
#0 1 2 3 4 5 6 7 8 9 10 11
#ALL <=64 <=128 <=256 <=512 <=1024 <=2048 <=3072 <=4096 <=5120 <=6044 >6044
string_size_counter_list = [0,0,0,0,0,0,0,0,0,0,0,0]
list_size_counter_list = [0,0,0,0,0,0,0,0,0,0,0,0]
hash_size_counter_list = [0,0,0,0,0,0,0,0,0,0,0,0]
set_size_counter_list = [0,0,0,0,0,0,0,0,0,0,0,0]
zset_size_counter_list = [0,0,0,0,0,0,0,0,0,0,0,0] def size_counter_do_count(keySizeCounterList,keySize,keyTtl):
keySizeCounterList[0] += 1 #// Add all global counter
if keyTtl < 0:
keySizeCounterList[1] += 1
if keySize <= 64:
keySizeCounterList[2] += 1
elif keySize <= 128:
keySizeCounterList[3] += 1
elif keySize <= 512:
keySizeCounterList[4] += 1
elif keySize <= 1024:
keySizeCounterList[5] += 1
elif keySize <= 2048:
keySizeCounterList[6] += 1
elif keySize <= 3072:
keySizeCounterList[7] += 1
elif keySize <= 4096:
keySizeCounterList[8] += 1
elif keySize <= 5120:
keySizeCounterList[9] += 1
elif keySize <= 6044:
keySizeCounterList[10] += 1
else:
keySizeCounterList[11] += 1
return keySizeCounterList def key_size_static(keyType,keySize,keyTtl):
global string_size_counter_list
global list_size_counter_list
global hash_size_counter_list
global set_size_counter_list
global zset_size_counter_list if keyType == "string":
string_size_counter_list = size_counter_do_count(string_size_counter_list,keySize,keyTtl)
elif keyType == "hash":
hash_size_counter_list = size_counter_do_count(hash_size_counter_list,keySize,keyTtl)
elif keyType == "list":
list_size_counter_list = size_counter_do_count(list_size_counter_list,keySize,keyTtl)
elif keyType == "set":
set_size_counter_list = size_counter_do_count(set_size_counter_list,keySize,keyTtl)
elif keyType == "zset":
zset_size_counter_list = size_counter_do_count(zset_size_counter_list,keySize,keyTtl)
else:
print "UNKONW KEY TYPE !!",keyType '''Redis SCAN command got keys '''
def get_key(rdbConn,start):
try:
keys_list = rdbConn.scan(start,count=20)
return keys_list
except Exception,e:
print e ''' Redis DEBUG OBJECT command got key info '''
def get_key_info(rdbConn,keyName):
try:
rpiple = rdbConn.pipeline()
rpiple.type(keyName)
rpiple.debug_object(keyName)
rpiple.ttl(keyName)
key_info_list = rpiple.execute()
return key_info_list
except Exception,e:
print "INFO : ",e def redis_key_static(key_info_list): keyType = key_info_list[0]
keySize = key_info_list[1]['serializedlength']
keyTtl = key_info_list[2]
key_size_static(keyType,keySize,keyTtl) '''Print Key distrubution '''
def show_static_info(host,port,start_time,end_time):
print u'''----------------------------------------------------------------------------------------------------------------------------------------------------
统计时间:[%s ~ %s]
Redis服务器[%s:%s]
数据类型和数据大小分布情况如下:
----------------------------------------------------------------------------------------------------------------------------------------------------
-----------------------------------------------------------------------------------------------------------------------------------------------------
|KEY TYPE | KEY COUNT | KEY No TTL | KEY 64(byte) | KEY 128 | Key 512 | Key 1024 | Key 2048 | Key 3072 | Key 4096 | Key 5120 | Key 6044 | Key large |
|%7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s |
|%7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s |
|%7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s |
|%7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s |
|%7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s | %7s |
----------------------------------------------------------------------------------------------------------------------------------------------------
''' % (start_time,end_time,host,port,'String',string_size_counter_list[0],string_size_counter_list[1],string_size_counter_list[2],string_size_counter_list[3],string_size_counter_list[4],string_size_counter_list[5],string_size_counter_list[6],string_size
_counter_list[7],string_size_counter_list[8],string_size_counter_list[9],string_size_counter_list[10],string_size_counter_list[11], 'LIST',list_size_counter_list[0],list_size_counter_list[1],list_size_counter_list[2],list_size_counter_list[3],list_size_counter_list[4],list_size_counter_list[5],list_size_counter_list[6],list_size_counter_list[7],l
ist_size_counter_list[8],list_size_counter_list[9],list_size_counter_list[10],list_size_counter_list[11], 'HASH',hash_size_counter_list[0],hash_size_counter_list[1],hash_size_counter_list[2],hash_size_counter_list[3],hash_size_counter_list[4],hash_size_counter_list[5],hash_size_counter_list[6],hash_size_counter_list[7],
hash_size_counter_list[8],hash_size_counter_list[9],hash_size_counter_list[10],hash_size_counter_list[11], 'SET',set_size_counter_list[0],set_size_counter_list[1],set_size_counter_list[2],set_size_counter_list[3],set_size_counter_list[4],set_size_counter_list[5],set_size_counter_list[6],set_size_counter_list[7],set_size_
counter_list[8],set_size_counter_list[9],set_size_counter_list[10],set_size_counter_list[11], 'ZSET',zset_size_counter_list[0],zset_size_counter_list[1],zset_size_counter_list[2],zset_size_counter_list[3],zset_size_counter_list[4],zset_size_counter_list[5],zset_size_counter_list[6],zset_size_counter_list[7],
zset_size_counter_list[8],zset_size_counter_list[9],zset_size_counter_list[10],zset_size_counter_list[11]) def usage():
print '''
This Scripts is used for statistic key distribution , Current is Version is Just show key type and key size Distrub! --INPUT :
-p,--password= Author pass
-P,--port= Redis Port ,Default is 6379
-h,--host= Redis Host ,Default is 127.0.0.1
-H,--help show Scritps Usages ! --EXAMPLE:
python redis_key_distribution.py -h 服务器IP -P 6379 --Sample:
----------------------------------------------------------------------------------------------------------------------------------------------------
----------------------------------------------------------------------------------------------------------------------------------------------------
统计时间:[Sun Nov 3 17:17:09 2019 ~ Sun Nov 3 17:17:09 2019]
Redis服务器[localhost:6379]
数据类型和数据大小分布情况如下:
----------------------------------------------------------------------------------------------------------------------------------------------------
-----------------------------------------------------------------------------------------------------------------------------------------------------
|KEY TYPE | KEY COUNT | KEY No TTL | KEY 64(byte) | KEY 128 | Key 512 | Key 1024 | Key 2048 | Key 3072 | Key 4096 | Key 5120 | Key 6044 | Key large |
| String | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| LIST | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| HASH | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| SET | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| ZSET | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
---------------------------------------------------------------------------------------------------------------------------------------------------- Above shows key type for goods-sort, as you can see most key type is : ZSET; for ZSET: there are 26489 keys size between 512 ~ 1024 byte ! '''
sys.exit() def parse_args(sys_argvs):
passwd = ''
host = '127.0.0.1'
port = 6379
try:
opts,args = getopt.getopt(sys_argvs,"HP:h:",["help","password=","port=","host="])
for op,value in opts:
if op in ("-p","--password"):
password = value
elif op in ("-h","--host"):
host = value
elif op in ("-P","--port"):
port = int(value)
elif op in ("-H","--help"):
usage()
except Exception,e:
print "Parse Args Error ,%s" % (e)
##//return {'passwd':passwd,'host':host,'port':port,'outputdir':outputdir}
return {'passwd':passwd,'host':host,'port':port} ''' Main Function '''
def main():
if len(sys.argv) < 2:
usage()
input_args = parse_args(sys.argv[1:]) host = input_args['host']
port = input_args['port']
start_time = time.ctime() rdbConn = redis.Redis(host=host,port=port)
init_keys = get_key(rdbConn,0) #keysFile = open(host.replace('.','_')+'_'+str(port)+'.redis','w')
keys_without_expire_time_handle = open(host.replace('.','_')+'_'+str(port)+'_without_expiretime.redis','w') while True :
for key in init_keys[1] :
key_info = get_key_info(rdbConn,key)
if key_info:
redis_key_static(key_info)
#keysFile.write('''"%s"\n''' % (key+','+key_info[0]+','+str(key_info[1]['serializedlength'])+','+str(key_info[2])))
if key_info[2] < 0:
keys_without_expire_time_handle.write(key_info[0]+','+key+'\n')
init_keys = get_key(rdbConn,init_keys[0])
if init_keys[0] == 0:
break end_time = time.ctime()
#keysFile.close()
keys_without_expire_time_handle.close()
show_static_info(host,port,start_time,end_time) if __name__ == "__main__":
print ''' Please Wait For Seconds .... '''
main()
实验测试
1、为Python安装Redis库
登陆https://github.com/andymccurdy/redis-py 后点击Download ZIP下载安装包。
解压并安装：
unzip redis-py-master.zip -d /usr/local
cd /usr/local/redis-py-master/
python setup.py install
安装完成后，就可以引用redis库了。
2、执行结果：
python redis_key_distribution.py -h localhost -P 6379
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