Merge pull request #2513 from taosdata/metadataQuery

Metadata query for performance testing

tests/pytest/query/queryMetaData.py

+###################################################################
+#           Copyright (c) 2016 by TAOS Technologies, Inc.
+#                     All rights reserved.
+#
+#  This file is proprietary and confidential to TAOS Technologies.
+#  No part of this file may be reproduced, stored, transmitted,
+#  disclosed or used in any form or by any means other than as
+#  expressly provided by the written permission from Jianhui Tao
+#
+###################################################################
+
+# -*- coding: utf-8 -*-
+
+import sys
+import taos
+import threading
+import time
+from datetime import datetime
+
+
+class MetadataQuery:
+    def initConnection(self):
+        self.tables = 100000
+        self.records = 10
+        self.numOfTherads = 10
+        self.ts = 1537146000000
+        self.host = "127.0.0.1"
+        self.user = "root"
+        self.password = "taosdata"
+        self.config = "/etc/taos"
+
+    def connectDB(self):
+        self.conn = taos.connect(
+            self.host,
+            self.user,
+            self.password,
+            self.config)
+        return self.conn.cursor()
+
+    def createStable(self):
+        print("================= Create stable meters =================")
+        cursor = self.connectDB()
+        cursor.execute("drop database if exists test")
+        cursor.execute("create database test")
+        cursor.execute("use test")
+        cursor.execute('''create table if not exists meters (ts timestamp, speed int) tags(
+                    tgcol1 tinyint, tgcol2 smallint, tgcol3 int, tgcol4 bigint, tgcol5 float, tgcol6 double, tgcol7 bool, tgcol8 binary(20), tgcol9 nchar(20),
+                    tgcol10 tinyint, tgcol11 smallint, tgcol12 int, tgcol13 bigint, tgcol14 float, tgcol15 double, tgcol16 bool, tgcol17 binary(20), tgcol18 nchar(20),
+                    tgcol19 tinyint, tgcol20 smallint, tgcol21 int, tgcol22 bigint, tgcol23 float, tgcol24 double, tgcol25 bool, tgcol26 binary(20), tgcol27 nchar(20),
+                    tgcol28 tinyint, tgcol29 smallint, tgcol30 int, tgcol31 bigint, tgcol32 float, tgcol33 double, tgcol34 bool, tgcol35 binary(20), tgcol36 nchar(20),
+                    tgcol37 tinyint, tgcol38 smallint, tgcol39 int, tgcol40 bigint, tgcol41 float, tgcol42 double, tgcol43 bool, tgcol44 binary(20), tgcol45 nchar(20),
+                    tgcol46 tinyint, tgcol47 smallint, tgcol48 int, tgcol49 bigint, tgcol50 float, tgcol51 double, tgcol52 bool, tgcol53 binary(20), tgcol54 nchar(20))''')
+        cursor.close()
+        self.conn.close()
+
+    def createTablesAndInsertData(self, threadID):
+        cursor = self.connectDB()
+        cursor.execute("use test")
+        base = threadID * self.tables
+
+        tablesPerThread = (int) self.tables / self.numOfTherads
+        for i in range(tablesPerThread):
+            cursor.execute(
+                '''create table t%d using meters tags(
+                %d, %d, %d, %d, %f, %f, %d, 'taosdata%d', '涛思数据%d',
+                %d, %d, %d, %d, %f, %f, %d, 'taosdata%d', '涛思数据%d',
+                %d, %d, %d, %d, %f, %f, %d, 'taosdata%d', '涛思数据%d',
+                %d, %d, %d, %d, %f, %f, %d, 'taosdata%d', '涛思数据%d',
+                %d, %d, %d, %d, %f, %f, %d, 'taosdata%d', '涛思数据%d',
+                %d, %d, %d, %d, %f, %f, %d, 'taosdata%d', '涛思数据%d')''' %
+                (base + i + 1, 
+                (base + i) %100, (base + i) %10000, (base + i) %1000000, (base + i) %100000000, (base + i) %100 * 1.1, (base + i) %100 * 2.3, (base + i) %2, (base + i) %100, (base + i) %100, 
+                (base + i) %100, (base + i) %10000, (base + i) %1000000, (base + i) %100000000, (base + i) %100 * 1.1, (base + i) %100 * 2.3, (base + i) %2, (base + i) %100, (base + i) %100, 
+                (base + i) %100, (base + i) %10000, (base + i) %1000000, (base + i) %100000000, (base + i) %100 * 1.1, (base + i) %100 * 2.3, (base + i) %2, (base + i) %100, (base + i) %100, 
+                (base + i) %100, (base + i) %10000, (base + i) %1000000, (base + i) %100000000, (base + i) %100 * 1.1, (base + i) %100 * 2.3, (base + i) %2, (base + i) %100, (base + i) %100, 
+                (base + i) %100, (base + i) %10000, (base + i) %1000000, (base + i) %100000000, (base + i) %100 * 1.1, (base + i) %100 * 2.3, (base + i) %2, (base + i) %100, (base + i) %100, 
+                (base + i) %100, (base + i) %10000, (base + i) %1000000, (base + i) %100000000, (base + i) %100 * 1.1, (base + i) %100 * 2.3, (base + i) %2, (base + i) %100, (base + i) %100))
+            for j in range(self.records):
+                cursor.execute(
+                    "insert into t%d values(%d, %d)" %
+                    (base + i + 1, self.ts + j, j))
+        cursor.close()
+        self.conn.close()
+
+    def queryData(self, query):
+        cursor = self.connectDB()
+        cursor.execute("use test")
+
+        print("================= query tag data =================")    
+        startTime = datetime.now()
+        cursor.execute(query)
+        cursor.fetchall()
+        endTime = datetime.now()
+        print(
+            "Query time for the above query is %d seconds" %
+            (endTime - startTime).seconds)
+
+        cursor.close()
+        self.conn.close()
+
+
+if __name__ == '__main__':
+
+    t = MetadataQuery()
+    t.initConnection()
+    t.createStable()
+
+    print(
+        "================= Create %d tables and insert %d records into each table =================" %
+        (t.tables, t.records))
+    startTime = datetime.now()
+    for i in range(t.numOfTherads):
+        thread = threading.Thread(
+            target=t.createTablesAndInsertData, args=(i,))
+        thread.start()
+        thread.join()
+    endTime = datetime.now()
+    diff = (endTime - startTime).seconds
+    print(
+        "spend %d seconds to create %d tables and insert %d records into each table" %
+        (diff, t.tables, t.records))
+
+    query = '''select tgcol1, tgcol2, tgcol3, tgcol4, tgcol5, tgcol6, tgcol7, tgcol8, tgcol9,
+            tgcol10, tgcol11, tgcol12, tgcol13, tgcol14, tgcol15, tgcol16, tgcol17, tgcol18,
+             tgcol19, tgcol20, tgcol21, tgcol22, tgcol23, tgcol24, tgcol25, tgcol26, tgcol27,
+            tgcol28, tgcol29, tgcol30, tgcol31, tgcol32, tgcol33, tgcol34, tgcol35, tgcol36,
+            tgcol37, tgcol38, tgcol39, tgcol40, tgcol41, tgcol42, tgcol43, tgcol44, tgcol45,
+            tgcol46, tgcol47, tgcol48, tgcol49, tgcol50, tgcol51, tgcol52, tgcol53, tgcol54
+            from meters where tgcol1 > 10 AND tgcol1 < 100 and tgcol2 > 100 and tgcol2 < 1000 or tgcol3 > 10000 or tgcol7 = true
+            or tgcol8 like '%2' and tgcol10 < 10'''
+
+    t.queryData(query)