update query script
This commit is contained in:
Ping Xiao
parent
4be6e0f55e
commit
d2a675dbcb
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@ -21,43 +21,52 @@ import argparse
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import datetime
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import string
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from requests.auth import HTTPBasicAuth
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func_list=['avg','count','twa','sum','stddev','leastsquares','min',
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'max','first','last','top','bottom','percentile','apercentile',
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'last_row','diff','spread','distinct']
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condition_list=[
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func_list = ['abs', 'acos', 'asin', 'atan', 'ceil', 'cos', 'floor', 'log', 'pow', 'round', 'sin', 'sqrt', 'tan',
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'char_length', 'concat', 'concat_ws', 'length', 'lower', 'ltrim', 'rtrim', 'substr', 'upper',
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'cast', 'to_iso8601', 'to_json', 'to_unixtimestamp', 'now', 'timediff', 'timetruncate', 'timezone', 'today',
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'apercentile', 'avg', 'count', 'elapsed', 'leastsquares', 'spread', 'stddev', 'sum', 'hyperloglog', 'histogram', 'percentile',
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'bottom', 'first', 'interp', 'last', 'last_row', 'max', 'min', 'mode', 'sample', 'tail', 'top', 'unique',
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'csum', 'derivative', 'diff', 'irate', 'mavg', 'statecount', 'stateduration', 'twa',
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'database', 'client_version', 'server_version', 'server_status']
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condition_list = [
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"where _c0 > now -10d ",
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'interval(10s)',
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'limit 10',
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'group by',
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'partition by',
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'order by',
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'fill(null)'
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]
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where_list = ['_c0>now-10d',' <50','like',' is null','in']
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where_list = ['_c0>now-10d', ' <50', 'like', ' is null', 'in']
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class ConcurrentInquiry:
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# def __init__(self,ts=1500000001000,host='127.0.0.1',user='root',password='taosdata',dbname='test',
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# stb_prefix='st',subtb_prefix='t',n_Therads=10,r_Therads=10,probabilities=0.05,loop=5,
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# stableNum = 2,subtableNum = 1000,insertRows = 100):
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def __init__(self,ts,host,user,password,dbname,
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stb_prefix,subtb_prefix,n_Therads,r_Therads,probabilities,loop,
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stableNum ,subtableNum ,insertRows ,mix_table, replay):
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def __init__(self, ts, host, user, password, dbname,
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stb_prefix, subtb_prefix, n_Therads, r_Therads, probabilities, loop,
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stableNum, subtableNum, insertRows, mix_table, replay):
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self.n_numOfTherads = n_Therads
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self.r_numOfTherads = r_Therads
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self.ts=ts
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self.ts = ts
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self.host = host
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self.user = user
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self.password = password
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self.dbname=dbname
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self.dbname = dbname
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self.stb_prefix = stb_prefix
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self.subtb_prefix = subtb_prefix
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self.stb_list=[]
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self.subtb_list=[]
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self.stb_stru_list=[]
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self.subtb_stru_list=[]
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self.stb_tag_list=[]
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self.subtb_tag_list=[]
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self.probabilities = [1-probabilities,probabilities]
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self.ifjoin = [1,0]
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self.stb_list = []
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self.subtb_list = []
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self.stb_stru_list = []
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self.subtb_stru_list = []
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self.stb_tag_list = []
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self.subtb_tag_list = []
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self.probabilities = [1-probabilities, probabilities]
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self.ifjoin = [1, 0]
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self.loop = loop
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self.stableNum = stableNum
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self.subtableNum = subtableNum
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@ -66,253 +75,276 @@ class ConcurrentInquiry:
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self.max_ts = datetime.datetime.now()
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self.min_ts = datetime.datetime.now() - datetime.timedelta(days=5)
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self.replay = replay
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def SetThreadsNum(self,num):
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self.numOfTherads=num
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def ret_fcol(self,cl,sql): #返回结果的第一列
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def SetThreadsNum(self, num):
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self.numOfTherads = num
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def ret_fcol(self, cl, sql): # 返回结果的第一列
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cl.execute(sql)
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fcol_list=[]
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fcol_list = []
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for data in cl:
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fcol_list.append(data[0])
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return fcol_list
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def r_stb_list(self,cl): #返回超级表列表
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sql='show '+self.dbname+'.stables'
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self.stb_list=self.ret_fcol(cl,sql)
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def r_stb_list(self, cl): # 返回超级表列表
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sql = 'show '+self.dbname+'.stables'
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self.stb_list = self.ret_fcol(cl, sql)
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def r_subtb_list(self,cl,stablename): #每个超级表返回2个子表
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sql='select tbname from '+self.dbname+'.'+stablename+' limit 2;'
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self.subtb_list+=self.ret_fcol(cl,sql)
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def r_subtb_list(self, cl, stablename): # 每个超级表返回2个子表
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sql = 'select tbname from '+self.dbname+'.'+stablename+' limit 2;'
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self.subtb_list += self.ret_fcol(cl, sql)
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def cal_struct(self,cl,tbname): #查看表结构
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tb=[]
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tag=[]
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sql='describe '+self.dbname+'.'+tbname+';'
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def cal_struct(self, cl, tbname): # 查看表结构
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tb = []
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tag = []
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sql = 'describe '+self.dbname+'.'+tbname+';'
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cl.execute(sql)
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for data in cl:
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if data[3]:
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tag.append(data[0])
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else:
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tb.append(data[0])
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return tb,tag
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return tb, tag
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def r_stb_stru(self,cl): #获取所有超级表的表结构
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def r_stb_stru(self, cl): # 获取所有超级表的表结构
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for i in self.stb_list:
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tb,tag=self.cal_struct(cl,i)
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tb, tag = self.cal_struct(cl, i)
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self.stb_stru_list.append(tb)
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self.stb_tag_list.append(tag)
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def r_subtb_stru(self,cl): #返回所有子表的表结构
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def r_subtb_stru(self, cl): # 返回所有子表的表结构
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for i in self.subtb_list:
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tb,tag=self.cal_struct(cl,i)
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tb, tag = self.cal_struct(cl, i)
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self.subtb_stru_list.append(tb)
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self.subtb_tag_list.append(tag)
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def get_timespan(self,cl): #获取时间跨度(仅第一个超级表)
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sql = 'select first(_c0),last(_c0) from ' + self.dbname + '.' + self.stb_list[0] + ';'
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def get_timespan(self, cl): # 获取时间跨度(仅第一个超级表)
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sql = 'select first(_c0),last(_c0) from ' + \
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self.dbname + '.' + self.stb_list[0] + ';'
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print(sql)
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cl.execute(sql)
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for data in cl:
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self.max_ts = data[1]
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self.min_ts = data[0]
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def get_full(self): #获取所有的表、表结构
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def get_full(self): # 获取所有的表、表结构
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host = self.host
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user = self.user
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password = self.password
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conn = taos.connect(
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host,
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user,
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password,
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)
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host='%s' % host,
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user='%s' % user,
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password='%s' % password,
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)
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cl = conn.cursor()
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self.r_stb_list(cl)
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for i in self.stb_list:
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self.r_subtb_list(cl,i)
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self.r_subtb_list(cl, i)
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self.r_stb_stru(cl)
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self.r_subtb_stru(cl)
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self.get_timespan(cl)
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cl.close()
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conn.close()
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#query condition
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def con_where(self,tlist,col_list,tag_list):
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l=[]
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for i in range(random.randint(0,len(tlist))):
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# query condition
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def con_where(self, tlist, col_list, tag_list):
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l = []
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for i in range(random.randint(0, len(tlist))):
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c = random.choice(where_list)
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if c == '_c0>now-10d':
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rdate = self.min_ts + (self.max_ts - self.min_ts)/10 * random.randint(-11,11)
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conlist = ' _c0 ' + random.choice(['<','>','>=','<=','<>']) + "'" + str(rdate) + "'"
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rdate = self.min_ts + \
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(self.max_ts - self.min_ts)/10 * random.randint(-11, 11)
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conlist = ' _c0 ' + \
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random.choice(['<', '>', '>=', '<=', '<>']
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) + "'" + str(rdate) + "'"
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if self.random_pick():
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l.append(conlist)
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else: l.append(c)
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else:
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l.append(c)
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elif '<50' in c:
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conlist = ' ' + random.choice(tlist) + random.choice(['<','>','>=','<=','<>']) + str(random.randrange(-100,100))
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conlist = ' ' + random.choice(tlist) + random.choice(
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['<', '>', '>=', '<=', '<>']) + str(random.randrange(-100, 100))
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l.append(conlist)
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elif 'is null' in c:
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conlist = ' ' + random.choice(tlist) + random.choice([' is null',' is not null'])
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conlist = ' ' + \
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random.choice(tlist) + \
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random.choice([' is null', ' is not null'])
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l.append(conlist)
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elif 'in' in c:
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in_list = []
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temp = []
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for i in range(random.randint(0,100)):
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temp.append(random.randint(-10000,10000))
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for i in range(random.randint(0, 100)):
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temp.append(random.randint(-10000, 10000))
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temp = (str(i) for i in temp)
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in_list.append(temp)
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temp1 = []
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for i in range(random.randint(0,100)):
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temp1.append("'" + ''.join(random.sample(string.ascii_letters, random.randint(0,10))) + "'")
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for i in range(random.randint(0, 100)):
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temp1.append(
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"'" + ''.join(random.sample(string.ascii_letters, random.randint(0, 10))) + "'")
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in_list.append(temp1)
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in_list.append(['NULL','NULL'])
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conlist = ' ' + random.choice(tlist) + ' in (' + ','.join(random.choice(in_list)) + ')'
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in_list.append(['NULL', 'NULL'])
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conlist = ' ' + \
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random.choice(tlist) + ' in (' + \
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','.join(random.choice(in_list)) + ')'
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l.append(conlist)
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else:
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s_all = string.ascii_letters
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conlist = ' ' + random.choice(tlist) + " like \'%" + random.choice(s_all) + "%\' "
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conlist = ' ' + \
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random.choice(tlist) + " like \'%" + \
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random.choice(s_all) + "%\' "
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l.append(conlist)
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return 'where '+random.choice([' and ',' or ']).join(l)
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return 'where '+random.choice([' and ', ' or ']).join(l)
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def con_interval(self,tlist,col_list,tag_list):
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interval = 'interval(' + str(random.randint(0,20)) + random.choice(['a','s','d','w','n','y']) + ')'
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def con_interval(self, tlist, col_list, tag_list):
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interval = 'interval(' + str(random.randint(0, 20)) + \
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random.choice(['a', 's', 'd', 'w', 'n', 'y']) + ')'
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return interval
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def con_limit(self,tlist,col_list,tag_list):
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rand1 = str(random.randint(0,1000))
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rand2 = str(random.randint(0,1000))
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return random.choice(['limit ' + rand1,'limit ' + rand1 + ' offset '+rand2,
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' slimit ' + rand1,' slimit ' + rand1 + ' offset ' + rand2,'limit '+rand1 + ' slimit '+ rand2,
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'limit '+ rand1 + ' offset' + rand2 + ' slimit '+ rand1 + ' soffset ' + rand2 ])
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def con_limit(self, tlist, col_list, tag_list):
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rand1 = str(random.randint(0, 1000))
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rand2 = str(random.randint(0, 1000))
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return random.choice(['limit ' + rand1, 'limit ' + rand1 + ' offset '+rand2,
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' slimit ' + rand1, ' slimit ' + rand1 + ' offset ' +
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rand2, 'limit '+rand1 + ' slimit ' + rand2,
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'limit ' + rand1 + ' offset' + rand2 + ' slimit ' + rand1 + ' soffset ' + rand2])
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def con_fill(self,tlist,col_list,tag_list):
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return random.choice(['fill(null)','fill(prev)','fill(none)','fill(LINEAR)'])
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def con_fill(self, tlist, col_list, tag_list):
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return random.choice(['fill(null)', 'fill(prev)', 'fill(none)', 'fill(LINEAR)'])
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def con_group(self,tlist,col_list,tag_list):
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rand_tag = random.randint(0,5)
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rand_col = random.randint(0,1)
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def con_group(self, tlist, col_list, tag_list):
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rand_tag = random.randint(0, 5)
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rand_col = random.randint(0, 1)
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if len(tag_list):
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return 'group by '+','.join(random.sample(col_list,rand_col) + random.sample(tag_list,rand_tag))
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return 'group by '+','.join(random.sample(col_list, rand_col) + random.sample(tag_list, rand_tag))
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else:
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return 'group by '+','.join(random.sample(col_list,rand_col))
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return 'group by '+','.join(random.sample(col_list, rand_col))
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def con_order(self,tlist,col_list,tag_list):
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def con_order(self, tlist, col_list, tag_list):
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return 'order by '+random.choice(tlist)
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def con_state_window(self,tlist,col_list,tag_list):
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def con_state_window(self, tlist, col_list, tag_list):
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return 'state_window(' + random.choice(tlist + tag_list) + ')'
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def con_session_window(self,tlist,col_list,tag_list):
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session_window = 'session_window(' + random.choice(tlist + tag_list) + ',' + str(random.randint(0,20)) + random.choice(['a','s','d','w','n','y']) + ')'
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def con_session_window(self, tlist, col_list, tag_list):
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session_window = 'session_window(' + random.choice(tlist + tag_list) + ',' + str(
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random.randint(0, 20)) + random.choice(['a', 's', 'd', 'w', 'n', 'y']) + ')'
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return session_window
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def gen_subquery_sql(self):
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subsql ,col_num = self.gen_query_sql(1)
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subsql, col_num = self.gen_query_sql(1)
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if col_num == 0:
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return 0
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col_list=[]
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tag_list=[]
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col_list = []
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tag_list = []
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for i in range(col_num):
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col_list.append("taosd%d"%i)
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col_list.append("taosd%d" % i)
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tlist=col_list+['abc'] #增加不存在的域'abc'，是否会引起新bug
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con_rand=random.randint(0,len(condition_list))
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func_rand=random.randint(0,len(func_list))
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col_rand=random.randint(0,len(col_list))
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t_rand=random.randint(0,len(tlist))
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sql='select ' #select
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tlist = col_list+['abc'] # 增加不存在的域'abc'，是否会引起新bug
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con_rand = random.randint(0, len(condition_list))
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func_rand = random.randint(0, len(func_list))
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col_rand = random.randint(0, len(col_list))
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t_rand = random.randint(0, len(tlist))
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sql = 'select ' # select
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random.shuffle(col_list)
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random.shuffle(func_list)
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sel_col_list=[]
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col_rand=random.randint(0,len(col_list))
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sel_col_list = []
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col_rand = random.randint(0, len(col_list))
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loop = 0
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for i,j in zip(col_list[0:col_rand],func_list): #决定每个被查询col的函数
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alias = ' as '+ 'sub%d ' % loop
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for i, j in zip(col_list[0:col_rand], func_list): # 决定每个被查询col的函数
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alias = ' as ' + 'sub%d ' % loop
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loop += 1
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pick_func = ''
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if j == 'leastsquares':
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pick_func=j+'('+i+',1,1)'
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pick_func = j+'('+i+',1,1)'
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elif j == 'top' or j == 'bottom' or j == 'percentile' or j == 'apercentile':
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pick_func=j+'('+i+',1)'
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pick_func = j+'('+i+',1)'
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else:
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pick_func=j+'('+i+')'
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if bool(random.getrandbits(1)) :
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pick_func+=alias
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pick_func = j+'('+i+')'
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if bool(random.getrandbits(1)):
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pick_func += alias
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sel_col_list.append(pick_func)
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if col_rand == 0:
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sql = sql + '*'
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else:
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sql=sql+','.join(sel_col_list) #select col & func
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sql = sql + ' from ('+ subsql +') '
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con_func=[self.con_where,self.con_interval,self.con_limit,self.con_group,self.con_order,self.con_fill,self.con_state_window,self.con_session_window]
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sel_con=random.sample(con_func,random.randint(0,len(con_func)))
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sel_con_list=[]
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sql = sql+','.join(sel_col_list) # select col & func
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sql = sql + ' from (' + subsql + ') '
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con_func = [self.con_where, self.con_interval, self.con_limit, self.con_group,
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self.con_order, self.con_fill, self.con_state_window, self.con_session_window]
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sel_con = random.sample(con_func, random.randint(0, len(con_func)))
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sel_con_list = []
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for i in sel_con:
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sel_con_list.append(i(tlist,col_list,tag_list)) #获取对应的条件函数
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sql+=' '.join(sel_con_list) # condition
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#print(sql)
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sel_con_list.append(i(tlist, col_list, tag_list)) # 获取对应的条件函数
|
||||
# condition
|
||||
sql += ' '.join(sel_con_list)
|
||||
# print(sql)
|
||||
return sql
|
||||
|
||||
def gen_query_sql(self,subquery=0): #生成查询语句
|
||||
tbi=random.randint(0,len(self.subtb_list)+len(self.stb_list)) #随机决定查询哪张表
|
||||
tbname=''
|
||||
col_list=[]
|
||||
tag_list=[]
|
||||
is_stb=0
|
||||
if tbi>len(self.stb_list) :
|
||||
tbi=tbi-len(self.stb_list)
|
||||
tbname=self.subtb_list[tbi-1]
|
||||
col_list=self.subtb_stru_list[tbi-1]
|
||||
tag_list=self.subtb_tag_list[tbi-1]
|
||||
def gen_query_sql(self, subquery=0): # 生成查询语句
|
||||
tbi = random.randint(0, len(self.subtb_list) +
|
||||
len(self.stb_list)) # 随机决定查询哪张表
|
||||
tbname = ''
|
||||
col_list = []
|
||||
tag_list = []
|
||||
is_stb = 0
|
||||
if tbi > len(self.stb_list):
|
||||
tbi = tbi-len(self.stb_list)
|
||||
tbname = self.subtb_list[tbi-1]
|
||||
col_list = self.subtb_stru_list[tbi-1]
|
||||
tag_list = self.subtb_tag_list[tbi-1]
|
||||
else:
|
||||
tbname=self.stb_list[tbi-1]
|
||||
col_list=self.stb_stru_list[tbi-1]
|
||||
tag_list=self.stb_tag_list[tbi-1]
|
||||
is_stb=1
|
||||
tlist=col_list+tag_list+['abc'] #增加不存在的域'abc'，是否会引起新bug
|
||||
con_rand=random.randint(0,len(condition_list))
|
||||
func_rand=random.randint(0,len(func_list))
|
||||
col_rand=random.randint(0,len(col_list))
|
||||
tag_rand=random.randint(0,len(tag_list))
|
||||
t_rand=random.randint(0,len(tlist))
|
||||
sql='select ' #select
|
||||
tbname = self.stb_list[tbi-1]
|
||||
col_list = self.stb_stru_list[tbi-1]
|
||||
tag_list = self.stb_tag_list[tbi-1]
|
||||
is_stb = 1
|
||||
tlist = col_list+tag_list+['abc'] # 增加不存在的域'abc'，是否会引起新bug
|
||||
con_rand = random.randint(0, len(condition_list))
|
||||
func_rand = random.randint(0, len(func_list))
|
||||
col_rand = random.randint(0, len(col_list))
|
||||
tag_rand = random.randint(0, len(tag_list))
|
||||
t_rand = random.randint(0, len(tlist))
|
||||
sql = 'select ' # select
|
||||
random.shuffle(col_list)
|
||||
random.shuffle(func_list)
|
||||
sel_col_list=[]
|
||||
col_rand=random.randint(0,len(col_list))
|
||||
sel_col_list = []
|
||||
col_rand = random.randint(0, len(col_list))
|
||||
loop = 0
|
||||
for i,j in zip(col_list[0:col_rand],func_list): #决定每个被查询col的函数
|
||||
alias = ' as '+ 'taos%d ' % loop
|
||||
for i, j in zip(col_list[0:col_rand], func_list): # 决定每个被查询col的函数
|
||||
alias = ' as ' + 'taos%d ' % loop
|
||||
loop += 1
|
||||
pick_func = ''
|
||||
if j == 'leastsquares':
|
||||
pick_func=j+'('+i+',1,1)'
|
||||
pick_func = j+'('+i+',1,1)'
|
||||
elif j == 'top' or j == 'bottom' or j == 'percentile' or j == 'apercentile':
|
||||
pick_func=j+'('+i+',1)'
|
||||
pick_func = j+'('+i+',1)'
|
||||
else:
|
||||
pick_func=j+'('+i+')'
|
||||
if bool(random.getrandbits(1)) | subquery :
|
||||
pick_func+=alias
|
||||
pick_func = j+'('+i+')'
|
||||
if bool(random.getrandbits(1)) | subquery:
|
||||
pick_func += alias
|
||||
sel_col_list.append(pick_func)
|
||||
if col_rand == 0 & subquery :
|
||||
if col_rand == 0 & subquery:
|
||||
sql = sql + '*'
|
||||
else:
|
||||
sql=sql+','.join(sel_col_list) #select col & func
|
||||
sql = sql+','.join(sel_col_list) # select col & func
|
||||
if self.mix_table == 0:
|
||||
sql = sql + ' from '+random.choice(self.stb_list+self.subtb_list)+' '
|
||||
sql = sql + ' from ' + \
|
||||
random.choice(self.stb_list+self.subtb_list)+' '
|
||||
elif self.mix_table == 1:
|
||||
sql = sql + ' from '+random.choice(self.subtb_list)+' '
|
||||
else:
|
||||
sql = sql + ' from '+random.choice(self.stb_list)+' '
|
||||
con_func=[self.con_where,self.con_interval,self.con_limit,self.con_group,self.con_order,self.con_fill,self.con_state_window,self.con_session_window]
|
||||
sel_con=random.sample(con_func,random.randint(0,len(con_func)))
|
||||
sel_con_list=[]
|
||||
con_func = [self.con_where, self.con_interval, self.con_limit, self.con_group,
|
||||
self.con_order, self.con_fill, self.con_state_window, self.con_session_window]
|
||||
sel_con = random.sample(con_func, random.randint(0, len(con_func)))
|
||||
sel_con_list = []
|
||||
for i in sel_con:
|
||||
sel_con_list.append(i(tlist,col_list,tag_list)) #获取对应的条件函数
|
||||
sql+=' '.join(sel_con_list) # condition
|
||||
#print(sql)
|
||||
return (sql,loop)
|
||||
sel_con_list.append(i(tlist, col_list, tag_list)) # 获取对应的条件函数
|
||||
# condition
|
||||
sql += ' '.join(sel_con_list)
|
||||
# print(sql)
|
||||
return (sql, loop)
|
||||
|
||||
def gen_query_join(self): #生成join查询语句
|
||||
tbname = []
|
||||
def gen_query_join(self): # 生成join查询语句
|
||||
tbname = []
|
||||
col_list = []
|
||||
tag_list = []
|
||||
col_intersection = []
|
||||
|
|
@ -321,86 +353,103 @@ class ConcurrentInquiry:
|
|||
if self.mix_table == 0:
|
||||
if bool(random.getrandbits(1)):
|
||||
subtable = True
|
||||
tbname = random.sample(self.subtb_list,2)
|
||||
tbname = random.sample(self.subtb_list, 2)
|
||||
for i in tbname:
|
||||
col_list.append(self.subtb_stru_list[self.subtb_list.index(i)])
|
||||
tag_list.append(self.subtb_stru_list[self.subtb_list.index(i)])
|
||||
col_intersection = list(set(col_list[0]).intersection(set(col_list[1])))
|
||||
tag_intersection = list(set(tag_list[0]).intersection(set(tag_list[1])))
|
||||
col_list.append(
|
||||
self.subtb_stru_list[self.subtb_list.index(i)])
|
||||
tag_list.append(
|
||||
self.subtb_stru_list[self.subtb_list.index(i)])
|
||||
col_intersection = list(
|
||||
set(col_list[0]).intersection(set(col_list[1])))
|
||||
tag_intersection = list(
|
||||
set(tag_list[0]).intersection(set(tag_list[1])))
|
||||
else:
|
||||
tbname = random.sample(self.stb_list,2)
|
||||
tbname = random.sample(self.stb_list, 2)
|
||||
for i in tbname:
|
||||
col_list.append(self.stb_stru_list[self.stb_list.index(i)])
|
||||
tag_list.append(self.stb_stru_list[self.stb_list.index(i)])
|
||||
col_intersection = list(set(col_list[0]).intersection(set(col_list[1])))
|
||||
tag_intersection = list(set(tag_list[0]).intersection(set(tag_list[1])))
|
||||
col_intersection = list(
|
||||
set(col_list[0]).intersection(set(col_list[1])))
|
||||
tag_intersection = list(
|
||||
set(tag_list[0]).intersection(set(tag_list[1])))
|
||||
elif self.mix_table == 1:
|
||||
subtable = True
|
||||
tbname = random.sample(self.subtb_list,2)
|
||||
tbname = random.sample(self.subtb_list, 2)
|
||||
for i in tbname:
|
||||
col_list.append(self.subtb_stru_list[self.subtb_list.index(i)])
|
||||
tag_list.append(self.subtb_stru_list[self.subtb_list.index(i)])
|
||||
col_intersection = list(set(col_list[0]).intersection(set(col_list[1])))
|
||||
tag_intersection = list(set(tag_list[0]).intersection(set(tag_list[1])))
|
||||
col_intersection = list(
|
||||
set(col_list[0]).intersection(set(col_list[1])))
|
||||
tag_intersection = list(
|
||||
set(tag_list[0]).intersection(set(tag_list[1])))
|
||||
else:
|
||||
tbname = random.sample(self.stb_list,2)
|
||||
tbname = random.sample(self.stb_list, 2)
|
||||
for i in tbname:
|
||||
col_list.append(self.stb_stru_list[self.stb_list.index(i)])
|
||||
tag_list.append(self.stb_stru_list[self.stb_list.index(i)])
|
||||
col_intersection = list(set(col_list[0]).intersection(set(col_list[1])))
|
||||
tag_intersection = list(set(tag_list[0]).intersection(set(tag_list[1])))
|
||||
con_rand=random.randint(0,len(condition_list))
|
||||
col_rand=random.randint(0,len(col_list))
|
||||
tag_rand=random.randint(0,len(tag_list))
|
||||
sql='select ' #select
|
||||
col_intersection = list(
|
||||
set(col_list[0]).intersection(set(col_list[1])))
|
||||
tag_intersection = list(
|
||||
set(tag_list[0]).intersection(set(tag_list[1])))
|
||||
con_rand = random.randint(0, len(condition_list))
|
||||
col_rand = random.randint(0, len(col_list))
|
||||
tag_rand = random.randint(0, len(tag_list))
|
||||
sql = 'select ' # select
|
||||
|
||||
sel_col_tag=[]
|
||||
col_rand=random.randint(0,len(col_list))
|
||||
sel_col_tag = []
|
||||
col_rand = random.randint(0, len(col_list))
|
||||
if bool(random.getrandbits(1)):
|
||||
sql += '*'
|
||||
else:
|
||||
sel_col_tag.append('t1.' + str(random.choice(col_list[0] + tag_list[0])))
|
||||
sel_col_tag.append('t2.' + str(random.choice(col_list[1] + tag_list[1])))
|
||||
sel_col_tag.append(
|
||||
't1.' + str(random.choice(col_list[0] + tag_list[0])))
|
||||
sel_col_tag.append(
|
||||
't2.' + str(random.choice(col_list[1] + tag_list[1])))
|
||||
sel_col_list = []
|
||||
random.shuffle(func_list)
|
||||
if self.random_pick():
|
||||
loop = 0
|
||||
for i,j in zip(sel_col_tag,func_list): #决定每个被查询col的函数
|
||||
alias = ' as '+ 'taos%d ' % loop
|
||||
for i, j in zip(sel_col_tag, func_list): # 决定每个被查询col的函数
|
||||
alias = ' as ' + 'taos%d ' % loop
|
||||
loop += 1
|
||||
pick_func = ''
|
||||
if j == 'leastsquares':
|
||||
pick_func=j+'('+i+',1,1)'
|
||||
pick_func = j+'('+i+',1,1)'
|
||||
elif j == 'top' or j == 'bottom' or j == 'percentile' or j == 'apercentile':
|
||||
pick_func=j+'('+i+',1)'
|
||||
pick_func = j+'('+i+',1)'
|
||||
else:
|
||||
pick_func=j+'('+i+')'
|
||||
pick_func = j+'('+i+')'
|
||||
if bool(random.getrandbits(1)):
|
||||
pick_func+=alias
|
||||
pick_func += alias
|
||||
sel_col_list.append(pick_func)
|
||||
sql += ','.join(sel_col_list)
|
||||
else:
|
||||
sql += ','.join(sel_col_tag)
|
||||
|
||||
sql = sql + ' from '+ str(tbname[0]) +' t1,' + str(tbname[1]) + ' t2 ' #select col & func
|
||||
sql = sql + ' from ' + \
|
||||
str(tbname[0]) + ' t1,' + str(tbname[1]) + \
|
||||
' t2 ' # select col & func
|
||||
join_section = None
|
||||
temp = None
|
||||
if subtable:
|
||||
temp = random.choices(col_intersection)
|
||||
join_section = temp.pop()
|
||||
sql += 'where t1._c0 = t2._c0 and ' + 't1.' + str(join_section) + '=t2.' + str(join_section)
|
||||
sql += 'where t1._c0 = t2._c0 and ' + 't1.' + \
|
||||
str(join_section) + '=t2.' + str(join_section)
|
||||
else:
|
||||
temp = random.choices(col_intersection+tag_intersection)
|
||||
join_section = temp.pop()
|
||||
sql += 'where t1._c0 = t2._c0 and ' + 't1.' + str(join_section) + '=t2.' + str(join_section)
|
||||
sql += 'where t1._c0 = t2._c0 and ' + 't1.' + \
|
||||
str(join_section) + '=t2.' + str(join_section)
|
||||
return sql
|
||||
|
||||
def random_pick(self):
|
||||
x = random.uniform(0,1)
|
||||
x = random.uniform(0, 1)
|
||||
cumulative_probability = 0.0
|
||||
for item, item_probability in zip(self.ifjoin, self.probabilities):
|
||||
cumulative_probability += item_probability
|
||||
if x < cumulative_probability:break
|
||||
if x < cumulative_probability:
|
||||
break
|
||||
return item
|
||||
|
||||
def gen_data(self):
|
||||
|
|
@ -412,52 +461,54 @@ class ConcurrentInquiry:
|
|||
user = self.user
|
||||
password = self.password
|
||||
conn = taos.connect(
|
||||
host,
|
||||
user,
|
||||
password,
|
||||
)
|
||||
host='%s' % host,
|
||||
user='%s' % user,
|
||||
password='%s' % password,
|
||||
)
|
||||
cl = conn.cursor()
|
||||
cl.execute("drop database if exists %s;" %self.dbname)
|
||||
cl.execute("create database if not exists %s;" %self.dbname)
|
||||
cl.execute("drop database if exists %s;" % self.dbname)
|
||||
cl.execute("create database if not exists %s;" % self.dbname)
|
||||
cl.execute("use %s" % self.dbname)
|
||||
for k in range(stableNum):
|
||||
sql="create table %s (ts timestamp, c1 int, c2 float, c3 bigint, c4 smallint, c5 tinyint, c6 double, c7 bool,c8 binary(20),c9 nchar(20),c11 int unsigned,c12 smallint unsigned,c13 tinyint unsigned,c14 bigint unsigned) \
|
||||
sql = "create table %s (ts timestamp, c1 int, c2 float, c3 bigint, c4 smallint, c5 tinyint, c6 double, c7 bool,c8 binary(20),c9 nchar(20),c11 int unsigned,c12 smallint unsigned,c13 tinyint unsigned,c14 bigint unsigned) \
|
||||
tags(t1 int, t2 float, t3 bigint, t4 smallint, t5 tinyint, t6 double, t7 bool,t8 binary(20),t9 nchar(20), t11 int unsigned , t12 smallint unsigned , t13 tinyint unsigned , t14 bigint unsigned)" % (self.stb_prefix+str(k))
|
||||
cl.execute(sql)
|
||||
for j in range(subtableNum):
|
||||
if j % 100 == 0:
|
||||
sql = "create table %s using %s tags(NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL)" % \
|
||||
(self.subtb_prefix+str(k)+'_'+str(j),self.stb_prefix+str(k))
|
||||
(self.subtb_prefix+str(k)+'_' +
|
||||
str(j), self.stb_prefix+str(k))
|
||||
else:
|
||||
sql = "create table %s using %s tags(%d,%d,%d,%d,%d,%d,%d,'%s','%s',%d,%d,%d,%d)" % \
|
||||
(self.subtb_prefix+str(k)+'_'+str(j),self.stb_prefix+str(k),j,j/2.0,j%41,j%51,j%53,j*1.0,j%2,'taos'+str(j),'涛思'+str(j), j%43, j%23 , j%17 , j%3167)
|
||||
(self.subtb_prefix+str(k)+'_'+str(j), self.stb_prefix+str(k), j, j/2.0, j % 41, j %
|
||||
51, j % 53, j*1.0, j % 2, 'taos'+str(j), '涛思'+str(j), j % 43, j % 23, j % 17, j % 3167)
|
||||
print(sql)
|
||||
cl.execute(sql)
|
||||
for i in range(insertRows):
|
||||
if i % 100 == 0 :
|
||||
if i % 100 == 0:
|
||||
ret = cl.execute(
|
||||
"insert into %s values (%d , NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL)" %
|
||||
(self.subtb_prefix+str(k)+'_'+str(j), t0+i))
|
||||
"insert into %s values (%d , NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL)" %
|
||||
(self.subtb_prefix+str(k)+'_'+str(j), t0+i))
|
||||
else:
|
||||
ret = cl.execute(
|
||||
"insert into %s values (%d , %d,%d,%d,%d,%d,%d,%d,'%s','%s',%d,%d,%d,%d)" %
|
||||
(self.subtb_prefix+str(k)+'_'+str(j), t0+i, i%100, i/2.0, i%41, i%51, i%53, i*1.0, i%2,'taos'+str(i),'涛思'+str(i), i%43, i%23 , i%17 , i%3167))
|
||||
(self.subtb_prefix+str(k)+'_'+str(j), t0+i, i % 100, i/2.0, i % 41, i % 51, i % 53, i*1.0, i % 2, 'taos'+str(i), '涛思'+str(i), i % 43, i % 23, i % 17, i % 3167))
|
||||
cl.close()
|
||||
conn.close()
|
||||
|
||||
def rest_query(self,sql): #rest 接口
|
||||
def rest_query(self, sql): # rest 接口
|
||||
host = self.host
|
||||
user = self.user
|
||||
password = self.password
|
||||
port =6041
|
||||
url = "http://{}:{}/rest/sql".format(host, port )
|
||||
port = 6041
|
||||
url = "http://{}:{}/rest/sql".format(host, port)
|
||||
try:
|
||||
r = requests.post(url,
|
||||
data = 'use %s' % self.dbname,
|
||||
auth = HTTPBasicAuth('root', 'taosdata'))
|
||||
data='use %s' % self.dbname,
|
||||
auth=HTTPBasicAuth('root', 'taosdata'))
|
||||
r = requests.post(url,
|
||||
data = sql,
|
||||
auth = HTTPBasicAuth('root', 'taosdata'))
|
||||
data=sql,
|
||||
auth=HTTPBasicAuth('root', 'taosdata'))
|
||||
except:
|
||||
print("REST API Failure (TODO: more info here)")
|
||||
raise
|
||||
|
|
@ -481,165 +532,171 @@ class ConcurrentInquiry:
|
|||
nRows = rj['rows'] if ('rows' in rj) else 0
|
||||
return nRows
|
||||
|
||||
|
||||
def query_thread_n(self,threadID): #使用原生python接口查询
|
||||
def query_thread_n(self, threadID): # 使用原生python接口查询
|
||||
host = self.host
|
||||
user = self.user
|
||||
password = self.password
|
||||
conn = taos.connect(
|
||||
host,
|
||||
user,
|
||||
password,
|
||||
)
|
||||
host='%s' % host,
|
||||
user='%s' % user,
|
||||
password='%s' % password,
|
||||
)
|
||||
cl = conn.cursor()
|
||||
cl.execute("use %s;" % self.dbname)
|
||||
fo = open('bak_sql_n_%d'%threadID,'w+')
|
||||
fo = open('bak_sql_n_%d' % threadID, 'w+')
|
||||
print("Thread %d: starting" % threadID)
|
||||
loop = self.loop
|
||||
while loop:
|
||||
|
||||
try:
|
||||
try:
|
||||
if self.random_pick():
|
||||
if self.random_pick():
|
||||
if self.random_pick():
|
||||
sql,temp=self.gen_query_sql()
|
||||
else:
|
||||
sql = self.gen_subquery_sql()
|
||||
sql, temp = self.gen_query_sql()
|
||||
else:
|
||||
sql = self.gen_query_join()
|
||||
print("sql is ",sql)
|
||||
fo.write(sql+'\n')
|
||||
start = time.time()
|
||||
cl.execute(sql)
|
||||
cl.fetchall()
|
||||
end = time.time()
|
||||
print("time cost :",end-start)
|
||||
except Exception as e:
|
||||
print('-'*40)
|
||||
print(
|
||||
"Failure thread%d, sql: %s \nexception: %s" %
|
||||
(threadID, str(sql),str(e)))
|
||||
err_uec='Unable to establish connection'
|
||||
if err_uec in str(e) and loop >0:
|
||||
exit(-1)
|
||||
loop -= 1
|
||||
if loop == 0: break
|
||||
sql = self.gen_subquery_sql()
|
||||
else:
|
||||
sql = self.gen_query_join()
|
||||
print("sql is ", sql)
|
||||
fo.write(sql+'\n')
|
||||
start = time.time()
|
||||
cl.execute(sql)
|
||||
cl.fetchall()
|
||||
end = time.time()
|
||||
print("time cost :", end-start)
|
||||
except Exception as e:
|
||||
print('-'*40)
|
||||
print(
|
||||
"Failure thread%d, sql: %s \nexception: %s" %
|
||||
(threadID, str(sql), str(e)))
|
||||
err_uec = 'Unable to establish connection'
|
||||
if err_uec in str(e) and loop > 0:
|
||||
exit(-1)
|
||||
loop -= 1
|
||||
if loop == 0:
|
||||
break
|
||||
fo.close()
|
||||
cl.close()
|
||||
conn.close()
|
||||
print("Thread %d: finishing" % threadID)
|
||||
|
||||
def query_thread_nr(self,threadID): #使用原生python接口进行重放
|
||||
def query_thread_nr(self, threadID): # 使用原生python接口进行重放
|
||||
host = self.host
|
||||
user = self.user
|
||||
password = self.password
|
||||
conn = taos.connect(
|
||||
host,
|
||||
user,
|
||||
password,
|
||||
)
|
||||
host='%s' % host,
|
||||
user='%s' % user,
|
||||
password='%s' % password,
|
||||
)
|
||||
cl = conn.cursor()
|
||||
cl.execute("use %s;" % self.dbname)
|
||||
replay_sql = []
|
||||
with open('bak_sql_n_%d'%threadID,'r') as f:
|
||||
with open('bak_sql_n_%d' % threadID, 'r') as f:
|
||||
replay_sql = f.readlines()
|
||||
print("Replay Thread %d: starting" % threadID)
|
||||
for sql in replay_sql:
|
||||
try:
|
||||
print("sql is ",sql)
|
||||
print("sql is ", sql)
|
||||
start = time.time()
|
||||
cl.execute(sql)
|
||||
cl.fetchall()
|
||||
end = time.time()
|
||||
print("time cost :",end-start)
|
||||
print("time cost :", end-start)
|
||||
except Exception as e:
|
||||
print('-'*40)
|
||||
print(
|
||||
"Failure thread%d, sql: %s \nexception: %s" %
|
||||
(threadID, str(sql),str(e)))
|
||||
err_uec='Unable to establish connection'
|
||||
if err_uec in str(e) and loop >0:
|
||||
"Failure thread%d, sql: %s \nexception: %s" %
|
||||
(threadID, str(sql), str(e)))
|
||||
err_uec = 'Unable to establish connection'
|
||||
if err_uec in str(e) and loop > 0:
|
||||
exit(-1)
|
||||
cl.close()
|
||||
conn.close()
|
||||
print("Replay Thread %d: finishing" % threadID)
|
||||
|
||||
def query_thread_r(self,threadID): #使用rest接口查询
|
||||
def query_thread_r(self, threadID): # 使用rest接口查询
|
||||
print("Thread %d: starting" % threadID)
|
||||
fo = open('bak_sql_r_%d'%threadID,'w+')
|
||||
fo = open('bak_sql_r_%d' % threadID, 'w+')
|
||||
loop = self.loop
|
||||
while loop:
|
||||
try:
|
||||
if self.random_pick():
|
||||
if self.random_pick():
|
||||
sql,temp=self.gen_query_sql()
|
||||
sql, temp = self.gen_query_sql()
|
||||
else:
|
||||
sql = self.gen_subquery_sql()
|
||||
else:
|
||||
sql = self.gen_query_join()
|
||||
print("sql is ",sql)
|
||||
print("sql is ", sql)
|
||||
fo.write(sql+'\n')
|
||||
start = time.time()
|
||||
self.rest_query(sql)
|
||||
end = time.time()
|
||||
print("time cost :",end-start)
|
||||
print("time cost :", end-start)
|
||||
except Exception as e:
|
||||
print('-'*40)
|
||||
print(
|
||||
"Failure thread%d, sql: %s \nexception: %s" %
|
||||
(threadID, str(sql),str(e)))
|
||||
err_uec='Unable to establish connection'
|
||||
if err_uec in str(e) and loop >0:
|
||||
"Failure thread%d, sql: %s \nexception: %s" %
|
||||
(threadID, str(sql), str(e)))
|
||||
err_uec = 'Unable to establish connection'
|
||||
if err_uec in str(e) and loop > 0:
|
||||
exit(-1)
|
||||
loop -= 1
|
||||
if loop == 0: break
|
||||
if loop == 0:
|
||||
break
|
||||
fo.close()
|
||||
print("Thread %d: finishing" % threadID)
|
||||
|
||||
def query_thread_rr(self,threadID): #使用rest接口重放
|
||||
def query_thread_rr(self, threadID): # 使用rest接口重放
|
||||
print("Replay Thread %d: starting" % threadID)
|
||||
replay_sql = []
|
||||
with open('bak_sql_r_%d'%threadID,'r') as f:
|
||||
with open('bak_sql_r_%d' % threadID, 'r') as f:
|
||||
replay_sql = f.readlines()
|
||||
|
||||
for sql in replay_sql:
|
||||
try:
|
||||
print("sql is ",sql)
|
||||
print("sql is ", sql)
|
||||
start = time.time()
|
||||
self.rest_query(sql)
|
||||
end = time.time()
|
||||
print("time cost :",end-start)
|
||||
print("time cost :", end-start)
|
||||
except Exception as e:
|
||||
print('-'*40)
|
||||
print(
|
||||
"Failure thread%d, sql: %s \nexception: %s" %
|
||||
(threadID, str(sql),str(e)))
|
||||
err_uec='Unable to establish connection'
|
||||
if err_uec in str(e) and loop >0:
|
||||
"Failure thread%d, sql: %s \nexception: %s" %
|
||||
(threadID, str(sql), str(e)))
|
||||
err_uec = 'Unable to establish connection'
|
||||
if err_uec in str(e) and loop > 0:
|
||||
exit(-1)
|
||||
print("Replay Thread %d: finishing" % threadID)
|
||||
|
||||
def run(self):
|
||||
print(self.n_numOfTherads,self.r_numOfTherads)
|
||||
print(self.n_numOfTherads, self.r_numOfTherads)
|
||||
threads = []
|
||||
if self.replay: #whether replay
|
||||
if self.replay: # whether replay
|
||||
for i in range(self.n_numOfTherads):
|
||||
thread = threading.Thread(target=self.query_thread_nr, args=(i,))
|
||||
thread = threading.Thread(
|
||||
target=self.query_thread_nr, args=(i,))
|
||||
threads.append(thread)
|
||||
thread.start()
|
||||
for i in range(self.r_numOfTherads):
|
||||
thread = threading.Thread(target=self.query_thread_rr, args=(i,))
|
||||
thread = threading.Thread(
|
||||
target=self.query_thread_rr, args=(i,))
|
||||
threads.append(thread)
|
||||
thread.start()
|
||||
else:
|
||||
for i in range(self.n_numOfTherads):
|
||||
thread = threading.Thread(target=self.query_thread_n, args=(i,))
|
||||
thread = threading.Thread(
|
||||
target=self.query_thread_n, args=(i,))
|
||||
threads.append(thread)
|
||||
thread.start()
|
||||
for i in range(self.r_numOfTherads):
|
||||
thread = threading.Thread(target=self.query_thread_r, args=(i,))
|
||||
thread = threading.Thread(
|
||||
target=self.query_thread_r, args=(i,))
|
||||
threads.append(thread)
|
||||
thread.start()
|
||||
|
||||
|
||||
parser = argparse.ArgumentParser()
|
||||
parser.add_argument(
|
||||
'-H',
|
||||
|
|
@ -729,9 +786,9 @@ parser.add_argument(
|
|||
'-w',
|
||||
'--password',
|
||||
action='store',
|
||||
default='root',
|
||||
default='taosdata',
|
||||
type=str,
|
||||
help='user name')
|
||||
help='password')
|
||||
parser.add_argument(
|
||||
'-n',
|
||||
'--number-of-tables',
|
||||
|
|
@ -763,15 +820,14 @@ parser.add_argument(
|
|||
|
||||
args = parser.parse_args()
|
||||
q = ConcurrentInquiry(
|
||||
args.ts,args.host_name,args.user,args.password,args.db_name,
|
||||
args.stb_name_prefix,args.subtb_name_prefix,args.number_of_native_threads,args.number_of_rest_threads,
|
||||
args.probabilities,args.loop_per_thread,args.number_of_stables,args.number_of_tables ,args.number_of_records,
|
||||
args.mix_stable_subtable, args.replay )
|
||||
args.ts, args.host_name, args.user, args.password, args.db_name,
|
||||
args.stb_name_prefix, args.subtb_name_prefix, args.number_of_native_threads, args.number_of_rest_threads,
|
||||
args.probabilities, args.loop_per_thread, args.number_of_stables, args.number_of_tables, args.number_of_records,
|
||||
args.mix_stable_subtable, args.replay)
|
||||
|
||||
if args.create_table:
|
||||
q.gen_data()
|
||||
q.get_full()
|
||||
|
||||
#q.gen_query_sql()
|
||||
# q.gen_query_sql()
|
||||
q.run()
|
||||
|
||||
|
|
|
|||
Loading…
Reference in New Issue