diff --git a/tools/auto/stmt2Performance/json/query.json b/tools/auto/stmt2Performance/json/query.json
new file mode 100644
index 0000000000..70f1d90edc
--- /dev/null
+++ b/tools/auto/stmt2Performance/json/query.json
@@ -0,0 +1,23 @@
+{
+	"filetype": "query",
+	"cfgdir": "/etc/taos",
+	"host": "127.0.0.1",
+	"port": 6030,
+	"user": "root",
+	"password": "taosdata",
+	"confirm_parameter_prompt": "no",
+    "continue_if_fail": "yes",
+	"databases": "dbrate",
+	"query_times": 20,
+	"query_mode": "taosc",
+	"specified_table_query": {
+		"query_interval": 0,
+		"concurrent": 10,
+		"sqls": [
+			{
+				"sql": "select count(*) from meters",
+				"result": "./query_result.txt"
+			}
+		]
+	}
+}
diff --git a/tools/auto/stmt2Performance/json/template.json b/tools/auto/stmt2Performance/json/template.json
new file mode 100644
index 0000000000..a260adb7ba
--- /dev/null
+++ b/tools/auto/stmt2Performance/json/template.json
@@ -0,0 +1,56 @@
+{
+    "filetype": "insert",
+    "cfgdir": "/etc/taos",
+    "host": "127.0.0.1",
+    "port": 6030,
+    "user": "root",
+    "password": "taosdata",
+    "thread_count": 5,
+    "create_table_thread_count": 1,
+    "thread_bind_vgroup": "yes",
+    "confirm_parameter_prompt": "no",
+    "num_of_records_per_req": 2000,
+    "prepared_rand": 100000,
+    "escape_character": "yes",
+    "databases": [
+        {
+            "dbinfo": {
+                "name": "dbrate",
+                "drop": "yes",
+                "vgroups": 2
+            },
+            "super_tables": [
+                {
+                    "name": "meters",
+                    "child_table_exists": "no",
+                    "childtable_count": 10,
+                    "childtable_prefix": "d",
+                    "insert_mode": "@STMT_MODE",
+                    "interlace_rows": @INTERLACE_MODE,
+                    "insert_rows": 100000,
+                    "timestamp_step": 1,
+                    "start_timestamp": "2020-10-01 00:00:00.000",
+                    "auto_create_table": "yes",
+                    "columns": [
+                        { "type": "bool",        "name": "bc"},
+                        { "type": "float",       "name": "fc"},
+                        { "type": "double",      "name": "dc"},
+                        { "type": "tinyint",     "name": "ti"},
+                        { "type": "smallint",    "name": "si"},
+                        { "type": "int",         "name": "ic"},
+                        { "type": "bigint",      "name": "bi"},
+                        { "type": "utinyint",    "name": "uti"},
+                        { "type": "usmallint",   "name": "usi"},
+                        { "type": "uint",        "name": "ui"},
+                        { "type": "ubigint",     "name": "ubi"},
+                        { "type": "binary",      "name": "bin", "len": 32},
+                        { "type": "nchar",       "name": "nch", "len": 64}                        
+                    ],
+                    "tags": [
+                        {"type": "TINYINT", "name": "groupid", "max": 10, "min": 1}
+                    ]
+                }
+            ]
+        }
+    ]
+}
diff --git a/tools/auto/stmt2Performance/stmt2Perf.py b/tools/auto/stmt2Performance/stmt2Perf.py
new file mode 100644
index 0000000000..60907d3380
--- /dev/null
+++ b/tools/auto/stmt2Performance/stmt2Perf.py
@@ -0,0 +1,356 @@
+import taos
+import sys
+import os
+import subprocess
+import time
+import random
+import json
+from datetime import datetime
+
+
+###################################################################
+#           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 -*-
+dataDir = "/var/lib/taos/"
+templateFile = "json/template.json"
+Number = 0
+resultContext = ""
+
+
+def showLog(str):
+    print(str)
+
+def exec(command, show=True):
+    if(show):
+        print(f"exec {command}\n")
+    return os.system(command)
+
+# run return output and error
+def run(command, timeout = 60, show=True):
+    if(show):
+        print(f"run {command} timeout={timeout}s\n")    
+
+    process = subprocess.Popen(command, shell=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
+    process.wait(timeout)
+
+    output = process.stdout.read().decode(encoding="gbk")
+    error = process.stderr.read().decode(encoding="gbk")
+
+    return output, error
+
+# return list after run
+def runRetList(command, timeout=10, first=True):
+    output,error = run(command, timeout)
+    if first:
+        return output.splitlines()
+    else:
+        return error.splitlines()
+
+
+def readFileContext(filename):
+    file = open(filename)
+    context = file.read()
+    file.close()
+    return context
+    
+
+def writeFileContext(filename, context):
+    file = open(filename, "w")
+    file.write(context)
+    file.close()
+
+def appendFileContext(filename, context):
+    global resultContext
+    resultContext += context
+    try:
+        file = open(filename, "a")
+        wsize = file.write(context)
+        file.close()
+    except:
+        print(f"appand file error  context={context} .")
+
+def getFolderSize(folder):
+    total_size = 0
+    for dirpath, dirnames, filenames in os.walk(folder):
+        for filename in filenames:
+            filepath = os.path.join(dirpath, filename)
+            total_size += os.path.getsize(filepath)
+    return total_size
+
+def waitClusterAlive(loop):
+    for i in range(loop):
+        command = 'taos -s "show cluster alive\G;" '
+        out,err = run(command)
+        print(out)
+        if out.find("status: 1") >= 0:
+            showLog(f" i={i} wait cluster alive ok.\n")
+            return True
+        
+        showLog(f" i={i} wait cluster alive ...\n")
+        time.sleep(1)
+    
+    showLog(f" i={i} wait cluster alive failed.\n")
+    return False
+
+def waitCompactFinish(loop):
+    for i in range(loop):
+        command = 'taos -s "show compacts;" '
+        out,err = run(command)
+        if out.find("Query OK, 0 row(s) in set") >= 0:
+            showLog(f" i={i} wait compact finish ok\n")
+            return True
+        
+        showLog(f" i={i} wait compact ...\n")
+        time.sleep(1)
+    
+    showLog(f" i={i} wait compact failed.\n")
+    return False
+
+
+def getTypeName(datatype):
+    str1 = datatype.split(",")[0]
+    str2 =     str1.split(":")[1]
+    str3 = str2.replace('"','').replace(' ','')
+    return str3
+
+
+def getMatch(datatype, algo):
+    if algo == "tsz":
+        if datatype == "float" or datatype == "double":
+            return True
+        else:
+            return False
+    else:
+        return True
+
+
+def generateJsonFile(stmt, interlace):
+    print(f"doTest stmt: {stmt} interlace_rows={interlace}\n")
+    
+    # replace datatype
+    context = readFileContext(templateFile)
+    # replace compress
+    context = context.replace("@STMT_MODE", stmt)
+    context = context.replace("@INTERLACE_MODE", interlace)
+
+    # write to file
+    fileName = f"json/test_{stmt}_{interlace}.json"
+    if os.path.exists(fileName):
+      os.remove(fileName)
+    writeFileContext(fileName, context)
+
+    return fileName
+
+def taosdStart():
+    cmd = "nohup /usr/bin/taosd 2>&1 & "
+    ret = exec(cmd)
+    print(f"exec taosd ret = {ret}\n")
+    time.sleep(3)
+    waitClusterAlive(10)
+
+def taosdStop():
+    i = 1
+    toBeKilled = "taosd"
+    killCmd = "ps -ef|grep -w %s| grep -v grep | awk '{print $2}' | xargs kill -TERM > /dev/null 2>&1" % toBeKilled
+    psCmd   = "ps -ef|grep -w %s| grep -v grep | awk '{print $2}'" % toBeKilled
+    processID = subprocess.check_output(psCmd, shell=True)
+    while(processID):
+        os.system(killCmd)
+        time.sleep(1)
+        processID = subprocess.check_output(psCmd, shell=True)
+        print(f"i={i} kill taosd pid={processID}")
+        i += 1
+
+def cleanAndStartTaosd():
+    
+    # stop
+    taosdStop()
+    # clean
+    exec(f"rm -rf {dataDir}")
+    # start
+    taosdStart()
+
+def findContextValue(context, label):
+    start = context.find(label)
+    if start == -1 :
+        return ""
+    start += len(label) + 2
+    # skip blank
+    while context[start] == ' ':
+        start += 1
+
+    # find end ','
+    end = start
+    ends = [',','}',']', 0]
+    while context[end] not in ends:
+        end += 1
+    return context[start:end]
+
+
+def writeTemplateInfo(resultFile):
+    # create info
+    context = readFileContext(templateFile)
+    vgroups    = findContextValue(context, "vgroups")
+    childCount = findContextValue(context, "childtable_count")
+    insertRows = findContextValue(context, "insert_rows")
+    line = f"vgroups = {vgroups}\nchildtable_count = {childCount}\ninsert_rows = {insertRows}\n\n"
+    print(line)
+    appendFileContext(resultFile, line)
+
+
+def totalCompressRate(stmt, interlace, resultFile, writeSpeed, querySpeed):
+    global Number
+    # flush
+    command = 'taos -s "flush database dbrate;"'
+    rets = exec(command)
+    
+    command = 'taos -s "compact database dbrate;"'
+    rets = exec(command)
+    waitCompactFinish(60)
+
+    # read compress rate
+    command = 'taos -s "show table distributed dbrate.meters\G;"'
+    rets = runRetList(command)
+    print(rets)
+
+    str1 = rets[5]
+    arr = str1.split(" ")
+
+    # Total_Size KB
+    str2 = arr[2]
+    pos  = str2.find("=[")
+    totalSize = int(float(str2[pos+2:])/1024)
+
+    # Compression_Ratio
+    str2 = arr[6]
+    pos  = str2.find("=[")
+    rate = str2[pos+2:]
+    print("rate =" + rate)
+
+    # total data file size
+    #dataSize = getFolderSize(f"{dataDir}/vnode/")
+    #dataSizeMB = int(dataSize/1024/1024)
+
+    # appand to file
+    
+    Number += 1
+    context =  "%10s %10s %15s %10s %10s %30s %15s\n"%( Number, stmt, interlace, str(totalSize)+" MB", rate+"%", writeSpeed + " Records/second", querySpeed)
+    showLog(context)
+    appendFileContext(resultFile, context)
+
+def testWrite(jsonFile):
+    command = f"taosBenchmark -f {jsonFile}"
+    output, context = run(command, 60000)
+    # SUCC: Spent 0.960248 (real 0.947154) seconds to insert rows: 100000 with 1 thread(s) into dbrate 104139.76 (real 105579.45) records/second
+
+    # find second real
+    pos = context.find("(real ")
+    if pos == -1:
+        print(f"error, run command={command} output not found first \"(real\" keyword. error={context}")
+        exit(1)
+    pos = context.find("(real ", pos + 5)
+    if pos == -1:
+        print(f"error, run command={command} output not found second \"(real\" keyword. error={context}")
+        exit(1)    
+
+    pos += 5
+    length = len(context)
+    while pos < length and context[pos] == ' ':
+        pos += 1
+    end = context.find(".", pos)
+    if end == -1:
+        print(f"error, run command={command} output not found second \".\" keyword. error={context}")
+        exit(1)
+
+    speed = context[pos: end]
+    #print(f"write pos ={pos} end={end} speed={speed}\n output={context} \n")
+    return speed
+
+def testQuery():
+    command = f"taosBenchmark -f json/query.json"
+    lines = runRetList(command, 60000)
+    # INFO: Spend 6.7350 second completed total queries: 10, the QPS of all threads:      1.485
+    speed = None
+
+    for i in range(20, len(lines)):        
+        # find second real
+        pos = context.find("the QPS of all threads:")
+        context = lines[26]
+        if pos == -1 :
+            continue
+        pos += 24
+        speed = context[pos:]
+        break
+    #print(f"query pos ={pos} speed={speed}\n output={context} \n")
+
+    if speed is None:
+        print(f"error, run command={command} output not found second \"the QPS of all threads:\" keyword. error={lines}")
+        exit(1)
+    else:
+        return speed
+
+def doTest(stmt, interlace, resultFile):
+    print(f"doTest stmtMode: {stmt} interlaceRows={interlace}\n")
+    #cleanAndStartTaosd()
+
+
+    # json
+    jsonFile = generateJsonFile(stmt, interlace)
+
+    # run taosBenchmark
+    t1 = time.time()
+    writeSpeed = testWrite(jsonFile)
+    t2 = time.time()
+    # total write speed
+    querySpeed = testQuery()
+
+    # total compress rate
+    totalCompressRate(stmt, interlace, resultFile, writeSpeed, querySpeed)
+
+
+def main():
+
+    # test compress method
+    stmtModes = ["stmt", "stmt2", "taosc"]
+    interlaceModes = ["0", "1"]
+
+    # record result
+    resultFile = "./result.txt"
+    timestamp = time.time()
+    now = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(timestamp))
+    context  = f"\n----------------------  test rate ({now}) ---------------------------------\n"
+
+    appendFileContext(resultFile, context)
+    # json info
+    writeTemplateInfo(resultFile)
+    # head
+    context = "\n%10s %10s %15s %10s %10s %30s %15s\n"%("No", "stmtMode", "interlaceRows", "dataSize", "rate", "writeSpeed", "query-QPS")
+    appendFileContext(resultFile, context)
+
+
+    # loop for all compression
+    for stmt in stmtModes:
+        # do test
+        for interlace in interlaceModes:
+            doTest(stmt, interlace, resultFile)
+    appendFileContext(resultFile, "    \n")
+
+    timestamp = time.time()
+    now = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(timestamp))
+    appendFileContext(resultFile, f"\n{now} finished test!\n")
+
+
+if __name__ == "__main__":
+    print("welcome use TDengine compress rate test tools.\n")
+    main()
+    # show result 
+    print(resultContext)
\ No newline at end of file
diff --git a/tools/auto/testCompression/testCompression.py b/tools/auto/testCompression/testCompression.py
index 43d7a9ae91..281a097f8a 100644
--- a/tools/auto/testCompression/testCompression.py
+++ b/tools/auto/testCompression/testCompression.py
@@ -249,8 +249,7 @@ def totalCompressRate(algo, resultFile, writeSpeed, querySpeed):
 
 def testWrite(jsonFile):
     command = f"taosBenchmark -f {jsonFile}"
-    lines = runRetList(command, 60000, False)
-    context = lines[3]
+    output, context = run(command, 60000)
     # SUCC: Spent 0.960248 (real 0.947154) seconds to insert rows: 100000 with 1 thread(s) into dbrate 104139.76 (real 105579.45) records/second
 
     # find second real
@@ -267,9 +266,9 @@ def testWrite(jsonFile):
     length = len(context)
     while pos < length and context[pos] == ' ':
         pos += 1
-    end = context.find(") records/second", pos)
+    end = context.find(".", pos)
     if end == -1:
-        print(f"error, run command={command} output not found second \") records/second\" keyword. error={context}")
+        print(f"error, run command={command} output not found second \".\" keyword. error={context}")
         exit(1)
 
     speed = context[pos: end]
@@ -280,14 +279,24 @@ def testQuery():
     command = f"taosBenchmark -f json/query.json"
     lines = runRetList(command, 60000)
     # INFO: Spend 6.7350 second completed total queries: 10, the QPS of all threads:      1.485
-    context = lines[26]
-        
-    # find second real
-    pos = context.find("the QPS of all threads:")
-    pos += 24
-    speed = context[pos:]
+    speed = None
+
+    for i in range(20, len(lines)):        
+        # find second real
+        pos = context.find("the QPS of all threads:")
+        context = lines[26]
+        if pos == -1 :
+            continue
+        pos += 24
+        speed = context[pos:]
+        break
     #print(f"query pos ={pos} speed={speed}\n output={context} \n")
-    return speed
+
+    if speed is None:
+        print(f"error, run command={command} output not found second \"the QPS of all threads:\" keyword. error={lines}")
+        exit(1)
+    else:
+        return speed
 
 def doTest(algo, resultFile):
     print(f"doTest algo: {algo} \n")