diff --git a/source/common/src/tglobal.c b/source/common/src/tglobal.c
index 33e3341690..d86556121b 100644
--- a/source/common/src/tglobal.c
+++ b/source/common/src/tglobal.c
@@ -220,7 +220,7 @@ double   tsFPrecision = 1E-8;                   // float column precision
 double   tsDPrecision = 1E-16;                  // double column precision
 uint32_t tsMaxRange = 500;                      // max quantization intervals
 uint32_t tsCurRange = 100;                      // current quantization intervals
-bool     tsIfAdtFse = true;                     // ADT-FSE algorithom or original huffman algorithom
+bool     tsIfAdtFse = false;                     // ADT-FSE algorithom or original huffman algorithom
 char     tsCompressor[32] = "ZSTD_COMPRESSOR";  // ZSTD_COMPRESSOR or GZIP_COMPRESSOR
 
 // udf
diff --git a/tests/parallel_test/cases.task b/tests/parallel_test/cases.task
index bd2294367b..197ec78741 100644
--- a/tests/parallel_test/cases.task
+++ b/tests/parallel_test/cases.task
@@ -194,6 +194,8 @@
 ,,y,system-test,./pytest.sh python3 ./test.py -f 0-others/multilevel.py
 ,,y,system-test,./pytest.sh python3 ./test.py -f 0-others/ttl.py
 ,,y,system-test,./pytest.sh python3 ./test.py -f 0-others/ttlChangeOnWrite.py
+,,y,system-test,./pytest.sh python3 ./test.py -f 0-others/compress_tsz1.py
+,,y,system-test,./pytest.sh python3 ./test.py -f 0-others/compress_tsz2.py
 ,,n,system-test,python3 ./test.py -f 0-others/compatibility.py
 ,,n,system-test,python3 ./test.py -f 0-others/tag_index_basic.py
 ,,n,system-test,python3 ./test.py -f 0-others/udfpy_main.py
diff --git a/tests/system-test/0-others/compress_tsz1.py b/tests/system-test/0-others/compress_tsz1.py
new file mode 100644
index 0000000000..b5dad8a045
--- /dev/null
+++ b/tests/system-test/0-others/compress_tsz1.py
@@ -0,0 +1,208 @@
+###################################################################
+#           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 random
+import time
+import math
+
+import taos
+from util.log import *
+from util.cases import *
+from util.sql import *
+
+class TDTestCase:
+    updatecfgDict = {'lossyColumns':'float-double','IfAdtFse':1}
+    # init
+    def init(self, conn, logSql, replicaVar=1):
+        seed = time.time() % 10000
+        random.seed(seed)
+        self.replicaVar = int(replicaVar)
+        tdLog.debug(f"start to excute {__file__}")
+        tdSql.init(conn.cursor(), True)    
+
+    # get col value and total max min ...
+    def getColsValues(self, i):
+        # c1 bigint c2 bigint c3 float c4 double c5 int
+        c5 = 0 # none flag 0: not have none  1: c3 is none 2: c4 is none 3: c3 and c4 is none
+
+        c1 = random.randint(-100, 100)
+        c2 = random.randint(-10000, 100000)
+
+
+        # c3 value
+        c3 = c1 + c2 * 0.00001       # 6 bit
+        c4 = c1 + c2 * 0.00000000001 # 12 bit
+
+        # set null
+        if random.randint(1, 10) == 5:
+            c3 = None
+            c5 = 1
+        if random.randint(1, 10) == 7:
+            c4 = None
+            c5 = 2
+        # set none flag
+        if c3 is None and c4 is None:
+            c5 = 3    
+
+        
+        # combine values
+        values = f"({self.ts},{c1},{c2},"
+
+        # c3
+        if c3 is None:
+            values += "null,"
+        else:
+            values += "%.8f,"%c3
+        # c4
+        if c4 is None:
+            values += "null,"
+        else:
+            values += "%.15f,"%c4
+
+        # c5
+        values += f"{c5}) "
+        
+        # move next
+        self.ts += 1
+
+        return values
+
+    # insert data
+    def insertData(self):
+        tdLog.info("insert data ....")
+        sqls = ""
+        for i in range(self.childCnt):
+            # insert child table
+            values = ""
+            pre_insert = f"insert into t{i} values "
+            for j in range(self.childRow):
+                if values == "":
+                    values = self.getColsValues(i)
+                else:
+                    values += self.getColsValues(i)
+
+                # batch insert    
+                if j % self.batchSize == 0  and values != "":
+                    sql = pre_insert + values
+                    tdSql.execute(sql)
+                    values = ""
+            # append last
+            if values != "":
+                sql = pre_insert + values
+                tdSql.execute(sql)
+                values = ""
+
+        # random flush
+        if random.randint(1, 3) == 2:
+            sql = "flush database db;"
+            tdLog.info(sql)
+            tdSql.execute(sql)
+
+        # insert finished
+        tdLog.info(f"insert data successfully.\n"
+        f"                            inserted child table = {self.childCnt}\n"
+        f"                            inserted child rows  = {self.childRow}\n"
+        f"                            total inserted rows  = {self.childCnt*self.childRow}\n")
+        return
+
+
+    # prepareEnv
+    def prepareEnv(self):
+        # init                
+        self.ts = 1680000000000*1000
+        self.childCnt = 10
+        self.childRow = 100000
+        self.batchSize = 5000
+        
+        # create database  db
+        sql = f"create database db vgroups 2 precision 'us' "
+        tdLog.info(sql)
+        tdSql.execute(sql)
+        sql = f"use db"
+        tdSql.execute(sql)
+
+        # create super talbe st
+        sql = f"create table st(ts timestamp, c1 bigint, c2 bigint, c3 float, c4 double, c5 int) tags(area int)"
+        tdLog.info(sql)
+        tdSql.execute(sql)
+
+        # create child table
+        for i in range(self.childCnt):
+            sql = f"create table t{i} using st tags({i}) "
+            tdSql.execute(sql)
+
+
+        # insert data
+        self.insertData()
+
+    # where
+    def checkCorrect(self):
+        sql = f"select * from st"
+        tdSql.query(sql)
+        rowCnt = tdSql.getRows()
+        for i in range(rowCnt):
+            # get cols val
+            c1 = tdSql.queryResult[i][1]
+            c2 = tdSql.queryResult[i][2]
+            c3 = tdSql.queryResult[i][3]
+            c4 = tdSql.queryResult[i][4]
+            c5 = tdSql.queryResult[i][5]
+            
+            # calc expect value
+            ec3 = c1 + c2 * 0.00001       # 6 bit
+            ec4 = c1 + c2 * 0.00000000001 # 12 bit
+
+            # none flag c5
+            if c5 == 3:
+                if c3 is not None or c4 is not None:
+                    tdLog.exit(f"Not expect . both c3 and c4 must none. c3 = {c3} c4={c4} c5={c5}")
+            elif c5 == 2:
+                if c4 is not None:
+                    tdLog.exit(f"Not expect . c4 must be none.  c4={c4} c5={c5}")
+                if math.isclose(c3, ec3, rel_tol=1e-06) == False:
+                    tdLog.exit(f"Not expect . c3 value invalid.  c3={c3} expect={ec3} fabs={math.fabs(c3-ec3)}")
+            elif c5 == 1:
+                if c3 is not None:
+                    tdLog.exit(f"Not expect . c3 must be none.  c3={c3} c5={c5}")
+                if math.isclose(c4, ec4, rel_tol=1e-12) == False:
+                    tdLog.exit(f"Not expect . c4 value invalid.  c4={c4} expect={ec4} fabs={math.fabs(c4-ec4)}")
+            else:
+                if math.isclose(c3, ec3, rel_tol=1e-06) == False:
+                    tdLog.exit(f"Not expect . c3 invalid.  c3={c3} expect={ec3} fabs={math.fabs(c3-ec3)}")
+                if math.isclose(c4, ec4, rel_tol=1e-12) == False:
+                    tdLog.exit(f"Not expect . c4 invalid.  c4={c4} expect={ec4} fabs={math.fabs(c4-ec4)}")
+
+
+        # successful
+        tdLog.info(f"check data correct ok. sql={sql}")
+
+
+    # run
+    def run(self):
+        # prepare env insert data
+        self.prepareEnv()
+
+
+        # check where
+        self.checkCorrect()
+
+
+    # stop
+    def stop(self):
+        tdSql.close()
+        tdLog.success(f"{__file__} successfully executed")
+
+
+tdCases.addLinux(__file__, TDTestCase())
+tdCases.addWindows(__file__, TDTestCase())
diff --git a/tests/system-test/0-others/compress_tsz2.py b/tests/system-test/0-others/compress_tsz2.py
new file mode 100644
index 0000000000..d152200766
--- /dev/null
+++ b/tests/system-test/0-others/compress_tsz2.py
@@ -0,0 +1,208 @@
+###################################################################
+#           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 random
+import time
+import math
+
+import taos
+from util.log import *
+from util.cases import *
+from util.sql import *
+
+class TDTestCase:
+    updatecfgDict = {'lossyColumns':'float-double','IfAdtFse':0}
+    # init
+    def init(self, conn, logSql, replicaVar=1):
+        seed = time.time() % 10000
+        random.seed(seed)
+        self.replicaVar = int(replicaVar)
+        tdLog.debug(f"start to excute {__file__}")
+        tdSql.init(conn.cursor(), True)    
+
+    # get col value and total max min ...
+    def getColsValues(self, i):
+        # c1 bigint c2 bigint c3 float c4 double c5 int
+        c5 = 0 # none flag 0: not have none  1: c3 is none 2: c4 is none 3: c3 and c4 is none
+
+        c1 = random.randint(-100, 100)
+        c2 = random.randint(-10000, 100000)
+
+
+        # c3 value
+        c3 = c1 + c2 * 0.00001       # 6 bit
+        c4 = c1 + c2 * 0.00000000001 # 12 bit
+
+        # set null
+        if random.randint(1, 10) == 5:
+            c3 = None
+            c5 = 1
+        if random.randint(1, 10) == 7:
+            c4 = None
+            c5 = 2
+        # set none flag
+        if c3 is None and c4 is None:
+            c5 = 3    
+
+        
+        # combine values
+        values = f"({self.ts},{c1},{c2},"
+
+        # c3
+        if c3 is None:
+            values += "null,"
+        else:
+            values += "%.8f,"%c3
+        # c4
+        if c4 is None:
+            values += "null,"
+        else:
+            values += "%.15f,"%c4
+
+        # c5
+        values += f"{c5}) "
+        
+        # move next
+        self.ts += 1
+
+        return values
+
+    # insert data
+    def insertData(self):
+        tdLog.info("insert data ....")
+        sqls = ""
+        for i in range(self.childCnt):
+            # insert child table
+            values = ""
+            pre_insert = f"insert into t{i} values "
+            for j in range(self.childRow):
+                if values == "":
+                    values = self.getColsValues(i)
+                else:
+                    values += self.getColsValues(i)
+
+                # batch insert    
+                if j % self.batchSize == 0  and values != "":
+                    sql = pre_insert + values
+                    tdSql.execute(sql)
+                    values = ""
+            # append last
+            if values != "":
+                sql = pre_insert + values
+                tdSql.execute(sql)
+                values = ""
+
+        # random flush
+        if random.randint(1, 3) == 2:
+            sql = "flush database db;"
+            tdLog.info(sql)
+            tdSql.execute(sql)
+
+        # insert finished
+        tdLog.info(f"insert data successfully.\n"
+        f"                            inserted child table = {self.childCnt}\n"
+        f"                            inserted child rows  = {self.childRow}\n"
+        f"                            total inserted rows  = {self.childCnt*self.childRow}\n")
+        return
+
+
+    # prepareEnv
+    def prepareEnv(self):
+        # init                
+        self.ts = 1680000000000*1000
+        self.childCnt = 10
+        self.childRow = 100000
+        self.batchSize = 5000
+        
+        # create database  db
+        sql = f"create database db vgroups 2 precision 'us' "
+        tdLog.info(sql)
+        tdSql.execute(sql)
+        sql = f"use db"
+        tdSql.execute(sql)
+
+        # create super talbe st
+        sql = f"create table st(ts timestamp, c1 bigint, c2 bigint, c3 float, c4 double, c5 int) tags(area int)"
+        tdLog.info(sql)
+        tdSql.execute(sql)
+
+        # create child table
+        for i in range(self.childCnt):
+            sql = f"create table t{i} using st tags({i}) "
+            tdSql.execute(sql)
+
+
+        # insert data
+        self.insertData()
+
+    # where
+    def checkCorrect(self):
+        sql = f"select * from st"
+        tdSql.query(sql)
+        rowCnt = tdSql.getRows()
+        for i in range(rowCnt):
+            # get cols val
+            c1 = tdSql.queryResult[i][1]
+            c2 = tdSql.queryResult[i][2]
+            c3 = tdSql.queryResult[i][3]
+            c4 = tdSql.queryResult[i][4]
+            c5 = tdSql.queryResult[i][5]
+            
+            # calc expect value
+            ec3 = c1 + c2 * 0.00001       # 6 bit
+            ec4 = c1 + c2 * 0.00000000001 # 12 bit
+
+            # none flag c5
+            if c5 == 3:
+                if c3 is not None or c4 is not None:
+                    tdLog.exit(f"Not expect . both c3 and c4 must none. c3 = {c3} c4={c4} c5={c5}")
+            elif c5 == 2:
+                if c4 is not None:
+                    tdLog.exit(f"Not expect . c4 must be none.  c4={c4} c5={c5}")
+                if math.isclose(c3, ec3, rel_tol=1e-06) == False:
+                    tdLog.exit(f"Not expect . c3 value invalid.  c3={c3} expect={ec3} fabs={math.fabs(c3-ec3)}")
+            elif c5 == 1:
+                if c3 is not None:
+                    tdLog.exit(f"Not expect . c3 must be none.  c3={c3} c5={c5}")
+                if math.isclose(c4, ec4, rel_tol=1e-12) == False:
+                    tdLog.exit(f"Not expect . c4 value invalid.  c4={c4} expect={ec4} fabs={math.fabs(c4-ec4)}")
+            else:
+                if math.isclose(c3, ec3, rel_tol=1e-06) == False:
+                    tdLog.exit(f"Not expect . c3 invalid.  c3={c3} expect={ec3} fabs={math.fabs(c3-ec3)}")
+                if math.isclose(c4, ec4, rel_tol=1e-12) == False:
+                    tdLog.exit(f"Not expect . c4 invalid.  c4={c4} expect={ec4} fabs={math.fabs(c4-ec4)}")
+
+
+        # successful
+        tdLog.info(f"check data correct ok. sql={sql}")
+
+
+    # run
+    def run(self):
+        # prepare env insert data
+        self.prepareEnv()
+
+
+        # check where
+        self.checkCorrect()
+
+
+    # stop
+    def stop(self):
+        tdSql.close()
+        tdLog.success(f"{__file__} successfully executed")
+
+
+tdCases.addLinux(__file__, TDTestCase())
+tdCases.addWindows(__file__, TDTestCase())
diff --git a/utils/test/c/CMakeLists.txt b/utils/test/c/CMakeLists.txt
index 43e97a3467..343e3d8454 100644
--- a/utils/test/c/CMakeLists.txt
+++ b/utils/test/c/CMakeLists.txt
@@ -9,6 +9,11 @@ add_executable(get_db_name_test get_db_name_test.c)
 add_executable(tmq_offset tmqOffset.c)
 add_executable(tmq_offset_test tmq_offset_test.c)
 add_executable(varbinary_test varbinary_test.c)
+
+if(${TD_LINUX})
+add_executable(tsz_test tsz_test.c)
+endif(${TD_LINUX})
+
 target_link_libraries(
     tmq_offset
     PUBLIC taos
@@ -85,3 +90,13 @@ target_link_libraries(
     PUBLIC common
     PUBLIC os
 )
+
+if(${TD_LINUX})
+target_link_libraries(
+    tsz_test
+    PUBLIC taos
+    PUBLIC util
+    PUBLIC common
+    PUBLIC os
+)
+endif(${TD_LINUX})
\ No newline at end of file
diff --git a/utils/test/c/tsz_test.c b/utils/test/c/tsz_test.c
new file mode 100644
index 0000000000..ee17ecb8f6
--- /dev/null
+++ b/utils/test/c/tsz_test.c
@@ -0,0 +1,849 @@
+
+
+/*
+ * Copyright (c) 2019 TAOS Data, Inc. <jhtao@taosdata.com>
+ *
+ * This program is free software: you can use, redistribute, and/or modify
+ * it under the terms of the GNU Affero General Public License, version 3
+ * or later ("AGPL"), as published by the Free Software Foundation.
+ *
+ * This program is distributed in the hope that it will be useful, but WITHOUT
+ * ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
+ * FITNESS FOR A PARTICULAR PURPOSE.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program. If not, see <http://www.gnu.org/licenses/>.
+ */
+
+#include <stdio.h>
+#include <stdlib.h>
+
+
+#if defined(WINDOWS) 
+int main(int argc, char *argv[]) {
+  printf("welcome to use taospack tools v1.3 for windows.\n");
+}
+#elif !defined(TD_TSZ) 
+int main(int argc, char *argv[]) {
+  printf(" welcome taospack. \n You not open TSZ , please define TD_TSZ to open TSZ algo.\n");
+}
+#else
+
+#include "os.h"
+#include "tcompression.h"
+#include "tdataformat.h"
+
+
+
+// ------- define -----------
+#define FT_CNT  8
+
+// ------- function declare --------
+void cost_start();
+double cost_end(const char* tag);
+int notsame_cnt  = 0;
+
+// ------- global declare -----------
+float g_ft1[ ] = {\
+  3.8959999084472656, 3.8970000743865967, 3.8980000019073486, 3.8980000019073486, 3.8970000743865967, 3.8970000743865967, 3.8970000743865967, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8970000743865967, 3.8970000743865967, 3.8959999084472656, 3.8980000019073486, 3.8970000743865967, 3.8970000743865967, 3.8959999084472656, 3.8980000019073486, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8970000743865967, 3.8959999084472656, 3.8959999084472656, 3.8970000743865967, 3.8970000743865967, 3.8959999084472656, 3.8959999084472656, 3.8980000019073486, 3.8949999809265137, 3.8980000019073486, 3.8970000743865967, 3.8970000743865967, 3.8970000743865967, 3.8970000743865967, 3.8949999809265137, 3.8959999084472656, 3.8970000743865967, 3.8959999084472656, 3.8970000743865967, 3.8980000019073486, 3.8949999809265137, 3.8970000743865967, 3.8970000743865967, 3.8959999084472656, 3.8980000019073486, 3.8970000743865967, 3.8959999084472656, 3.8970000743865967, 3.8980000019073486, 3.8970000743865967, 3.8959999084472656, 3.8970000743865967, 3.8959999084472656, 3.8949999809265137, 3.8940000534057617, 3.8959999084472656, 3.8970000743865967, 3.8970000743865967, 3.8970000743865967, 3.8970000743865967, 3.8959999084472656, 3.8959999084472656, 3.8970000743865967, 3.8980000019073486, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8970000743865967, 3.8980000019073486, 3.8949999809265137, 3.8959999084472656, 3.8980000019073486, 3.8970000743865967, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8970000743865967, 3.8959999084472656, 3.8970000743865967, 3.8959999084472656, 3.8970000743865967, 3.8970000743865967, 3.8949999809265137, 3.8940000534057617, 3.8970000743865967, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8980000019073486, 3.8959999084472656, 3.8970000743865967, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8970000743865967, 3.8940000534057617, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8970000743865967, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8980000019073486, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8970000743865967, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8940000534057617, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8970000743865967, 3.8959999084472656, 3.8970000743865967, 3.8970000743865967, 3.8959999084472656, 3.8989999294281006, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8970000743865967, 3.8949999809265137, 3.8949999809265137, 3.8970000743865967, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8940000534057617, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8929998874664307, 3.8940000534057617, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8970000743865967, 3.8959999084472656, 3.8970000743865967, 3.8970000743865967, 3.8949999809265137, 3.8959999084472656, 3.9010000228881836, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8940000534057617, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8970000743865967, 3.8970000743865967, 3.8980000019073486, 3.8970000743865967, 3.8989999294281006, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8940000534057617\
+  ,3.8949999809265137, 3.8970000743865967, 3.8980000019073486, 3.8980000019073486, 3.8959999084472656, 3.8959999084472656, 3.8970000743865967, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8970000743865967, 3.8970000743865967, 3.8959999084472656, 3.8959999084472656, 3.8970000743865967, 3.8949999809265137, 3.8940000534057617, 3.8949999809265137, 3.8940000534057617, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8970000743865967, 3.8949999809265137, 3.8949999809265137, 3.8970000743865967, 3.8940000534057617, 3.8970000743865967, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8940000534057617, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8970000743865967, 3.8940000534057617, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8970000743865967, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8940000534057617, 3.8929998874664307, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8970000743865967, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8970000743865967, 3.8940000534057617, 3.8959999084472656, 3.8970000743865967, 3.8959999084472656, 3.8940000534057617, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8940000534057617, 3.8940000534057617, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8940000534057617, 3.8929998874664307, 3.8959999084472656, 3.8940000534057617, 3.8949999809265137, 3.8940000534057617, 3.8970000743865967, 3.8959999084472656, 3.8970000743865967, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8940000534057617, 3.8940000534057617, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8970000743865967, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8970000743865967, 3.8949999809265137, 3.8940000534057617, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8940000534057617, 3.8949999809265137, 3.8970000743865967, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8929998874664307, 3.8959999084472656, 3.8949999809265137, 3.8940000534057617, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8980000019073486, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8940000534057617, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8940000534057617, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8940000534057617, 3.8929998874664307, 3.8940000534057617, 3.8949999809265137, 3.8940000534057617, 3.8959999084472656, 3.8959999084472656, 3.8940000534057617, 3.8940000534057617, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8940000534057617, 3.8949999809265137, 3.9000000953674316, 3.8940000534057617, 3.8929998874664307, 3.8929998874664307, 3.8929998874664307, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8980000019073486, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8940000534057617, 3.8929998874664307\
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+  };
+
+double g_de1[ ] = {\
+  3.895999908447265612345, 3.897000074386596701234, 3.89800000190734860123456789, 3.8980000019073486, 3.8970000743865967, 3.8970000743865967, 3.8970000743865967, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8970000743865967, 3.8970000743865967, 3.8959999084472656, 3.8980000019073486, 3.8970000743865967, 3.8970000743865967, 3.8959999084472656, 3.8980000019073486, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8970000743865967, 3.8959999084472656, 3.8959999084472656, 3.8970000743865967, 3.8970000743865967, 3.8959999084472656, 3.8959999084472656, 3.8980000019073486, 3.8949999809265137, 3.8980000019073486, 3.8970000743865967, 3.8970000743865967, 3.8970000743865967, 3.8970000743865967, 3.8949999809265137, 3.8959999084472656, 3.8970000743865967, 3.8959999084472656, 3.8970000743865967, 3.8980000019073486, 3.8949999809265137, 3.8970000743865967, 3.8970000743865967, 3.8959999084472656, 3.8980000019073486, 3.8970000743865967, 3.8959999084472656, 3.8970000743865967, 3.8980000019073486, 3.8970000743865967, 3.8959999084472656, 3.8970000743865967, 3.8959999084472656, 3.8949999809265137, 3.8940000534057617, 3.8959999084472656, 3.8970000743865967, 3.8970000743865967, 3.8970000743865967, 3.8970000743865967, 3.8959999084472656, 3.8959999084472656, 3.8970000743865967, 3.8980000019073486, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8970000743865967, 3.8980000019073486, 3.8949999809265137, 3.8959999084472656, 3.8980000019073486, 3.8970000743865967, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8970000743865967, 3.8959999084472656, 3.8970000743865967, 3.8959999084472656, 3.8970000743865967, 3.8970000743865967, 3.8949999809265137, 3.8940000534057617, 3.8970000743865967, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8980000019073486, 3.8959999084472656, 3.8970000743865967, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8970000743865967, 3.8940000534057617, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8970000743865967, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8980000019073486, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8970000743865967, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8940000534057617, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8970000743865967, 3.8959999084472656, 3.8970000743865967, 3.8970000743865967, 3.8959999084472656, 3.8989999294281006, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8970000743865967, 3.8949999809265137, 3.8949999809265137, 3.8970000743865967, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8940000534057617, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8929998874664307, 3.8940000534057617, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8970000743865967, 3.8959999084472656, 3.8970000743865967, 3.8970000743865967, 3.8949999809265137, 3.8959999084472656, 3.9010000228881836, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8940000534057617, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8970000743865967, 3.8970000743865967, 3.8980000019073486, 3.8970000743865967, 3.8989999294281006, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8940000534057617\
+  ,3.8949999809265137, 3.8970000743865967, 3.8980000019073486, 3.8980000019073486, 3.8959999084472656, 3.8959999084472656, 3.8970000743865967, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8970000743865967, 3.8970000743865967, 3.8959999084472656, 3.8959999084472656, 3.8970000743865967, 3.8949999809265137, 3.8940000534057617, 3.8949999809265137, 3.8940000534057617, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8970000743865967, 3.8949999809265137, 3.8949999809265137, 3.8970000743865967, 3.8940000534057617, 3.8970000743865967, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8940000534057617, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8970000743865967, 3.8940000534057617, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8970000743865967, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8940000534057617, 3.8929998874664307, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8970000743865967, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8970000743865967, 3.8940000534057617, 3.8959999084472656, 3.8970000743865967, 3.8959999084472656, 3.8940000534057617, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8940000534057617, 3.8940000534057617, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8940000534057617, 3.8929998874664307, 3.8959999084472656, 3.8940000534057617, 3.8949999809265137, 3.8940000534057617, 3.8970000743865967, 3.8959999084472656, 3.8970000743865967, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8940000534057617, 3.8940000534057617, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8970000743865967, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8970000743865967, 3.8949999809265137, 3.8940000534057617, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8940000534057617, 3.8949999809265137, 3.8970000743865967, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8929998874664307, 3.8959999084472656, 3.8949999809265137, 3.8940000534057617, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8949999809265137, 3.8980000019073486, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8940000534057617, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8949999809265137, 3.8940000534057617, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8940000534057617, 3.8929998874664307, 3.8940000534057617, 3.8949999809265137, 3.8940000534057617, 3.8959999084472656, 3.8959999084472656, 3.8940000534057617, 3.8940000534057617, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8940000534057617, 3.8949999809265137, 3.9000000953674316, 3.8940000534057617, 3.8929998874664307, 3.8929998874664307, 3.8929998874664307, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8959999084472656, 3.8980000019073486, 3.8949999809265137, 3.8949999809265137, 3.8949999809265137, 3.8940000534057617, 3.8929998874664307\
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+  };
+
+/*
+struct timeval startTime;
+struct timeval endTime; 
+struct timeval costStart; 
+double totalCost = 0;
+
+void cost_start()
+{
+	  totalCost = 0;
+    gettimeofday(&costStart, NULL);
+}
+
+double cost_end(const char* tag)
+{
+    double elapsed;
+    struct timeval costEnd;
+    gettimeofday(&costEnd, NULL);
+    elapsed = ((costEnd.tv_sec*1000000+costEnd.tv_usec)-(costStart.tv_sec*1000000+costStart.tv_usec))/1000000.0;
+    totalCost += elapsed;
+    double use_ms = totalCost*1000;
+    printf(" timecost %s : %.3f ms\n", tag, use_ms);
+    return use_ms; 
+}
+*/
+
+float toFloat(char* buf){
+  return (float)atoll(buf);
+}
+
+//
+//  read float 
+//
+float* read_float(const char* inFile, int* pcount){
+  // check valid
+  if(inFile == NULL || inFile[0] == 0 ){
+    printf(" inFile  is NULL or EMPTY.\n");
+    return NULL;
+  }
+
+  // read in file
+  TdFilePtr pfin =  taosOpenFile(inFile, TD_FILE_READ);
+  if(pfin == NULL){
+    printf(" open IN file %s error. errno=%d\n", inFile, errno);
+    return false;
+  }
+
+  // read one line from infile and write to outfile
+  char buf[256]={0};
+  int  malloc_cnt = 100000;
+  float* floats = taosMemoryMalloc(malloc_cnt*sizeof(float));
+  int  fi = 0;
+  while(taosGetsFile(pfin, sizeof(buf), buf) > 0) {
+    // get item
+    if(buf[0] == 0 || strcmp(buf, " ") == 0)
+        continue;
+    floats[fi] = atof(buf);
+    //printf(" buff=%s float=%.50f \n ", buf, floats[fi]);
+    if ( ++fi == malloc_cnt ) {
+      malloc_cnt += 100000;
+      float* floats1 = taosMemoryRealloc(floats, malloc_cnt*sizeof(float));
+      if(floats1 == NULL)
+         break;
+      floats = floats1;   
+    }
+    memset(buf, 0, sizeof(buf));
+  }
+
+  // close
+  taosCloseFile(&pfin);
+  if(pcount)
+    *pcount = fi;
+  return floats;
+}
+
+float check_same(float* ft1, float* ft2, int count){
+  int same_cnt =0;
+  for(int i=0; i< count; i++){
+    
+    if(ft1[i] == ft2[i]){
+       same_cnt ++;
+    }
+
+    if(i < 5){
+      printf(" i=%d ft1=%.40f diff=%.40f \n", i, ft1[i], ft1[i] - ft2[i]);
+      printf(" i=%d ft2=%.40f \n", i, ft2[i]);
+    }
+      
+  }
+  float same_rate = same_cnt*100/count;
+  printf(" all count=%d same=%d same rate=%.0f%% \n", count, same_cnt, same_rate);
+  return same_rate;
+}
+
+double check_same_double(double* ft1, double* ft2, int count){
+  int same_cnt =0;
+  for(int i=0; i< count; i++){
+    
+    if(ft1[i] == ft2[i]){
+       same_cnt ++;
+    }
+
+    if(i < 5){
+      printf(" i=%d ft1=%.40f diff=%.40f \n", i, ft1[i], ft1[i] - ft2[i]);
+      printf(" i=%d ft2=%.40f \n", i, ft2[i]);
+    }
+      
+  }
+  double same_rate = same_cnt*100/count;
+  printf(" all count=%d same=%d same rate=%.0f%% \n", count, same_cnt, same_rate);
+  return same_rate;
+}
+
+//
+// test compress and decompress
+//
+
+bool DoDouble(double* doubles, int cnt, int algorithm) {
+  // compress
+  const char* input = (const char*)doubles;
+  int input_len = cnt * sizeof(double);
+  char* output = (char*) taosMemoryMalloc(input_len);
+  int output_len = input_len;
+  char* buff = (char*) taosMemoryMalloc(input_len);
+  int buff_len = input_len;
+
+  cost_start();
+  int ret_len = 0;
+  if(algorithm == 2) 
+     ret_len = tsCompressDouble((void*)input, input_len, cnt, output, output_len, algorithm, buff, buff_len);
+  else
+     ret_len = tsCompressDoubleLossy((void*)input, input_len, cnt, output, output_len, algorithm, buff, buff_len);
+
+  if(ret_len == -1) {
+    printf(" compress error.\n");
+    return 0;
+  }
+  double use_ms1 = cost_end("compress");
+
+  printf(" compress len=%d input len=%d\n", ret_len, input_len);
+  double rate=100*(double)ret_len/(double)input_len;
+  printf(" compress rate=%.1f an-rate=%.4f%%\n", (double)input_len/(double)ret_len, rate);
+  
+  //   
+  // decompress
+  //
+  double* ft2 = (double*)taosMemoryMalloc(input_len); 
+  cost_start();
+  int code = 0;
+
+  if(algorithm == 2) 
+     code = tsDecompressDouble(output, ret_len, cnt, (char*)ft2, input_len, algorithm, buff, buff_len);
+  else
+     code = tsDecompressDoubleLossy(output, ret_len, cnt, (char*)ft2, input_len, algorithm, buff, buff_len);
+   
+
+  double use_ms2 = cost_end("Decompress");
+  printf(" Decompress return length=%d \n", code);
+
+  // compare same
+  double same_rate = check_same_double(doubles, ft2, cnt);
+
+  printf("\n ------------------  count:%d  <%s> ---------------- \n", cnt, algorithm == 2?"TD":"SZ");
+  printf("    Compress Rate ......... [%.2f%%] \n", rate);
+  double speed1 = (cnt*sizeof(double)*1000/1024/1024)/use_ms1;
+  printf("    Compress Time ......... [%.4fms] speed=%.1f MB/s\n", use_ms1, speed1);
+  double speed2 = (cnt*sizeof(double)*1000/1024/1024)/use_ms2;
+  printf("    Decompress Time........ [%.4fms] speed=%.1f MB/s\n", use_ms2, speed2);
+  printf("    Same Rate ............. [%.0f%%] \n\n", same_rate);
+
+
+  // free
+  taosMemoryFree(ft2);
+  taosMemoryFree(buff);
+  taosMemoryFree(output); 
+
+  return true;
+}
+
+bool DoFloat(float* floats, int cnt, int algorithm, bool lossy) {
+  // compress
+  const char* input = (const char*)floats;
+  int input_len = cnt * sizeof(float);
+  char* output = (char*) taosMemoryMalloc(input_len);
+  int output_len = input_len;
+  char* buff = (char*) taosMemoryMalloc(input_len);
+  int buff_len = input_len;
+
+  cost_start();
+  int ret_len = 0;
+  ret_len = tsCompressFloat((void*)input, input_len, cnt, output, output_len, algorithm, buff, buff_len);
+ 
+  if(ret_len == -1) {
+    printf(" compress error.\n");
+    return 0;
+  }
+  double use_ms1 = cost_end("compress");
+
+  printf(" compress len=%d input len=%d\n", ret_len, input_len);
+  float rate=100*(float)ret_len/(float)input_len;
+  printf(" compress rate=%.1f an-rate=%.4f%%\n", (float)input_len/(float)ret_len, rate);
+  
+  //   
+  // decompress
+  //
+  float* ft2 = (float*)taosMemoryMalloc(input_len); 
+  cost_start();
+  int code = 0;
+  code = tsDecompressFloat(output, ret_len, cnt, (char*)ft2, input_len, algorithm, buff, buff_len);
+  
+  double use_ms2 = cost_end("Decompress");
+  printf(" Decompress return length=%d \n", code);
+
+  // compare same
+  float same_rate = check_same(floats, ft2, cnt);
+
+  printf("\n ------------------  count:%d  <%s> ---------------- \n", cnt, lossy?"SZ":"TD");
+  printf("    Compress Rate ......... [%.2f%%] \n", rate);
+  double speed1 = (cnt*sizeof(float)*1000/1024/1024)/use_ms1;
+  printf("    Compress Time ......... [%.4fms] speed=%.1f MB/s\n", use_ms1, speed1);
+  double speed2 = (cnt*sizeof(float)*1000/1024/1024)/use_ms2;
+  printf("    Decompress Time........ [%.4fms] speed=%.1f MB/s\n", use_ms2, speed2);
+  printf("    Same Rate ............. [%.0f%%] \n\n", same_rate);
+
+
+  // free
+  taosMemoryFree(ft2);
+  taosMemoryFree(buff);
+  taosMemoryFree(output); 
+
+  return true;
+}
+
+
+bool testFile(const char* inFile, char algorithm, bool lossy){
+  // check valid
+  if(inFile == NULL || inFile[0] == 0 ){
+    printf(" inFile is NULL or EMPTY.\n");
+    return false;
+  }
+
+  int cnt = 0;
+  float* floats = read_float(inFile, &cnt);
+  if(floats == NULL) {
+    return false;
+  }
+
+  DoFloat(floats, cnt, algorithm, lossy);
+
+  taosMemoryFree(floats);
+  return true;
+}
+//
+//  txt to binary file
+//
+#define BUFF_CNT 256
+bool txt_to_bin(const char* inFile, const char* outFile){
+  // check valid
+  if(inFile == NULL || outFile == NULL || inFile[0] == 0 || outFile[0] == 0){
+    printf(" inFile or outFile is NULL or EMPTY.\n");
+    return false;
+  }
+
+  printf(" infile=%s \n",  inFile);
+  printf(" outfile=%s \n", outFile);
+
+  // read in file
+  TdFilePtr pfin =  taosOpenFile(inFile, TD_FILE_READ);
+  if(pfin == NULL){
+    printf(" open IN file %s error. errno=%d\n", inFile, errno);
+    return false;
+  }
+
+  // create out file
+  TdFilePtr pfout = taosOpenFile(outFile, TD_FILE_WRITE);
+  if(pfout == NULL){
+    printf(" open OUT file %s error. errno=%d\n", outFile, errno);
+    taosCloseFile(&pfin);
+    return false;
+  }
+
+  // read one line from infile and write to outfile
+  char buf[256]={0};
+  float fbuf[BUFF_CNT] = {0};
+  int   fi = 0;
+  int   count = 0;
+  while(taosGetsFile(pfin, sizeof(buf), buf) > 0) {
+    // get item
+    fbuf[fi] = toFloat(buf);
+    if ( ++fi == BUFF_CNT ) {
+      // write
+      if(taosWriteFile(pfout,fbuf, sizeof(float)*BUFF_CNT) <= 0) {
+        printf(" write to file %s error , code=%d . app exit.\n", outFile, errno);
+        exit(1);
+      }
+      fi = 0;
+    }
+    count ++;
+    memset(buf, 0, sizeof(buf));
+  }
+
+  // write retain
+  if( fi > 0){
+    if(taosWriteFile(pfout, fbuf, sizeof(float)*fi) <= 0) {
+      printf(" write to file %s error , code=%d . app exit.\n", outFile, errno);
+      exit(1);
+    }
+  }
+
+  // close
+  taosCloseFile(&pfin);
+  taosCloseFile(&pfout);
+
+  // total
+  printf(" count=%d  write bytes=%d \n", count, (int)(count*sizeof(float)));
+  return true;
+}
+
+
+int memTestDouble() {
+  // douelbe
+  const char* input = (const char*) g_de1;
+  double* de1 = g_de1;
+  int input_len = sizeof(g_de1);
+  int cnt = input_len/sizeof(double);
+  printf(" input input_len=%d count=%d \n", input_len, cnt);
+
+  char* output = (char*) taosMemoryMalloc(input_len);
+  int output_len = input_len;
+
+  char buff[1024] ={0};
+  int buff_len = sizeof(buff);
+
+  cost_start();
+  int ret_len = tsCompressDoubleLossy(input, input_len, cnt, output, output_len, ONE_STAGE_COMP, buff, buff_len);
+  if(ret_len == -1) {
+    printf(" compress error.\n");
+    return 0;
+  }
+  cost_end(" tscompress");
+
+  printf(" compress return len=%d input len=%d\n", ret_len, input_len);
+  printf(" compress rate=%.1f an-rate=%.0f%%\n", (float)input_len/(float)ret_len, 100*(float)ret_len/(float)input_len);
+  
+  //   
+  // decompress
+  //
+  double* de2 = (double*)taosMemoryMalloc(input_len); 
+  cost_start();
+  int code = tsDecompressDoubleLossy(output, ret_len, cnt, (char*)de2, input_len, ONE_STAGE_COMP, buff, buff_len);
+  cost_end("tsde-compress double");
+  printf(" de-compress return code=%d \n", code);
+
+
+  //
+  // show
+  //
+  int  same_cnt = 0;
+  int  diffshow_cnt = 0;
+  for(int i=0; i< cnt; i++){
+
+    if(i < 10)
+      printf(" i=%d de1=%.20f de2=%.20f  same=%d\n", i, de1[i], de2[i], de1[i] == de2[i]);
+
+    if(de1[i] == de2[i])
+        same_cnt ++;
+    else {
+      notsame_cnt++;
+      if(i >= 10 && ++diffshow_cnt < 50){
+         printf(" i=%d de1=%.20f de2=%.20f  diff\n", i, de1[i], de2[i]);
+      }
+    }
+  }
+   
+  printf(" ---- result doulbe : same =%d cnt=%d  rate:%d%% global not same=%d---- \n", same_cnt, cnt, same_cnt*100/cnt, notsame_cnt);
+   
+  taosMemoryFree(output); 
+  taosMemoryFree(de2);
+  return 1;
+}
+
+// fill float
+void fillFloat(float* ft, int cnt) {
+  printf("generate float cnt = %d.\n", cnt);
+  for(int i=0; i < cnt; i++){
+    float v = taosRand() + ((float)taosRand())/10000;
+    ft[i] = v;
+    if(i % 100 == 0){
+      printf("\n i=%d %f", i, v);
+    } else {
+      printf(" %f", v);
+    }
+  }
+
+  printf("\nend generate.\n");
+}
+
+
+int memTest() {
+  
+  //
+  //float ft1[] = {1.2, 2.4, 3.33, 4.444, 5.555, 6.6666, 7.7777, 8.88888,1.2, 2.4, 3.33, 4.444, 5.555, 6.6666, 7.7777, 8.88888,1.2, 2.4, 3.33, 4.444, 5.555, 6.6666, 7.7777, 8.88888};
+  //
+
+  float* ft1 = g_ft1;
+  const char* input = (const char*) ft1;
+  int input_len = sizeof(g_ft1);
+  int cnt = input_len/sizeof(float);
+  printf(" input input_len=%d count=%d \n", input_len, cnt);
+
+ 
+  
+  char* output = (char*) taosMemoryMalloc(input_len);
+  int output_len = input_len;
+
+  char buff[1024] ={0};
+  int buff_len = sizeof(buff);
+
+  cost_start();
+  int ret_len = tsCompressFloatLossy(input, input_len, cnt, output, output_len, ONE_STAGE_COMP, buff, buff_len);
+  if(ret_len == -1) {
+    printf(" compress error.\n");
+    return 0;
+  }
+  cost_end(" tscompress");
+
+  printf(" compress return len=%d input len=%d\n", ret_len, input_len);
+  printf(" compress sz rate=%.1f an-rate=%.2f%%\n", (float)input_len/(float)ret_len, 100*(float)ret_len/(float)input_len);
+  
+  //   
+  // decompress
+  //
+  float* ft2 = (float*)taosMemoryMalloc(input_len); 
+  cost_start();
+  int code = tsDecompressFloatLossy(output, ret_len, cnt, (char*)ft2, input_len, ONE_STAGE_COMP, buff, buff_len);
+  cost_end("tsde-compress");
+  printf(" de-compress return code=%d \n", code);
+
+
+  //
+  // show
+  //
+  int  same_cnt = 0;
+  int  diffshow_cnt = 0;
+  for(int i=0; i< cnt; i++){
+
+    if(i < 10)
+      printf(" i=%d ft1=%.20f ft2=%.20f  same=%d\n", i, ft1[i], ft2[i], ft1[i] == ft2[i]);
+
+    if(ft1[i] == ft2[i])
+        same_cnt ++;
+    else {
+      notsame_cnt++;
+      if(i >= 10 && ++diffshow_cnt < 50){
+         printf(" i=%d ft1=%.20f ft2=%.20f  diff\n", i, ft1[i], ft2[i]);
+      }
+    }
+  }
+   
+  printf(" ---- result : same =%d cnt=%d  rate:%d%% global not same=%d---- \n", same_cnt, cnt, same_cnt*100/cnt, notsame_cnt);
+   
+  taosMemoryFree(output); 
+  taosMemoryFree(ft2);
+  return 1;
+}
+
+void* memTestThread(void* lparam) {
+  //memTest();
+  printf(" enter thread ....\n");
+  for(int i=0; i<1; i++)
+  {
+      memTest();
+      printf(" start i=%d .... \n", i);
+  }
+  return NULL;
+}
+
+void test_threadsafe(int thread_count){
+  printf(" test thread safe . thread count=%d \n", thread_count);
+  TdThread handle[1000000];
+  int i=0;
+  for(i=0; i< thread_count; i++){
+    printf("  create thread %d... \n", i);
+    TdThreadAttr attr;
+    taosThreadAttrInit(&attr);
+    taosThreadCreate(&handle[i], &attr, memTestThread, NULL);
+    taosThreadAttrDestroy(&attr);
+  }
+
+  for(i=0; i< thread_count; i++)
+  {
+    taosThreadJoin(handle[i], NULL);
+  }
+  
+  printf(" test thread safe end. not same count=%d\n", notsame_cnt);
+  
+}
+
+
+void* memTestThreadDouble(void* lparam) {
+  //memTest();
+  printf(" enter thread ....\n");
+  for(int i=0; i< 1; i++)
+  {
+      memTest();
+      printf(" double start i=%d .... \n", i);
+  }
+  return NULL;
+}
+
+void test_threadsafe_double(int thread_count){
+  printf(" test thread safe . thread count=%d \n", thread_count);
+  TdThread handle[1000000];
+  int i=0;
+  for(i=0; i< thread_count; i++){
+    printf("  create thread %d... \n", i);
+    TdThreadAttr attr;
+    taosThreadAttrInit(&attr);
+    taosThreadCreate(&handle[i], &attr, memTestThreadDouble, NULL);
+    taosThreadAttrDestroy(&attr);
+  }
+
+  for(i=0; i< thread_count; i++)
+  {
+    taosThreadJoin(handle[i], NULL);
+  }
+  
+  printf("\n  ---- double test thread safe end. not same count=%d-----\n", notsame_cnt);
+  
+}
+
+void unitTestFloat() {
+
+  float ft1 [] = {1.11, 2.22, 3.333};
+  int cnt = sizeof(ft1)/sizeof(float);
+  float* floats = ft1;
+  int algorithm = 2;
+
+  // compress
+  const char* input = (const char*)floats;
+  int input_len = cnt * sizeof(float);
+  int output_len = input_len + 1024;
+  char* output = (char*) taosMemoryMalloc(output_len);
+  char* buff = (char*) taosMemoryMalloc(input_len);
+  int buff_len = input_len;
+
+  printf(" ft1 have count=%d \n", cnt);
+  strcpy(output, "abcde");
+
+  cost_start();
+  int ret_len = 0;
+  ret_len = tsCompressFloatLossy(input, input_len, cnt, output, output_len, algorithm, buff, buff_len);
+
+  if(ret_len == 0) {
+    printf(" compress error.\n");
+    return ;
+  }
+  double use_ms1 = cost_end("compress");
+
+  printf(" compress len=%d input len=%d\n", ret_len, input_len);
+  float rate=100*(float)ret_len/(float)input_len;
+  printf(" compress rate=%.1f an-rate=%.4f%%\n", (float)input_len/(float)ret_len, rate);
+  
+  //   
+  // decompress
+  //
+  float* ft2 = (float*)taosMemoryMalloc(input_len); 
+  cost_start();
+  int code = 0;
+  code = tsDecompressFloatLossy(output, ret_len, cnt, (char*)ft2, input_len, algorithm, buff, buff_len);
+   
+
+  double use_ms2 = cost_end("Decompress");
+  printf(" Decompress return length=%d \n", code);
+
+  // compare same
+  float same_rate = check_same(floats, ft2, cnt);
+
+  printf("\n ------------------  count:%d TD <SZ> ---------------- \n", cnt);
+  printf("    Compress Rate ......... [%.0f%%] \n", rate);
+  double speed1 = (cnt*sizeof(float)*1000/1024/1024)/use_ms1;
+  printf("    Compress Time ......... [%.4fms] speed=%.1f MB/s\n", use_ms1, speed1);
+  double speed2 = (cnt*sizeof(float)*1000/1024/1024)/use_ms2;
+  printf("    Decompress Time........ [%.4fms] speed=%.1f MB/s\n", use_ms2, speed2);
+  printf("    Same Rate ............. [%.0f%%] \n\n", same_rate);
+
+
+  // free
+  taosMemoryFree(ft2);
+  taosMemoryFree(buff);
+  taosMemoryFree(output); 
+}
+
+void leakFloat() {
+
+  int cnt = sizeof(g_ft1)/sizeof(float);
+  float* floats = g_ft1;
+  int algorithm = 2;
+
+  // compress
+  const char* input = (const char*)floats;
+  int input_len = cnt * sizeof(float);
+  int output_len = input_len + 1024;
+  char* output = (char*) taosMemoryMalloc(output_len);
+  char* buff = (char*) taosMemoryMalloc(input_len);
+  int buff_len = input_len;
+
+  int ret_len = 0;
+  ret_len = tsCompressFloatLossy(input, input_len, cnt, output, output_len, algorithm, buff, buff_len);
+
+  if(ret_len == 0) {
+    printf(" compress float error.\n");
+    taosMemoryFree(buff);
+    taosMemoryFree(output); 
+    return ;
+  }
+  
+  float* ft2 = (float*)taosMemoryMalloc(input_len); 
+  ret_len = tsDecompressFloatLossy(output, ret_len, cnt, (char*)ft2, input_len, algorithm, buff, buff_len);
+  if(ret_len == 0) {
+    printf(" decompress float error.\n");
+  }
+  
+  taosMemoryFree(ft2);
+  taosMemoryFree(buff);
+  taosMemoryFree(output); 
+}
+
+
+void leakTest(){
+  for(int i=0; i< 90000000; i++){
+    if(i%10000==0)
+        printf(" ---------- %d ---------------- \n", i);
+    leakFloat();
+  }
+}
+
+#define DB_CNT 500
+void test_same_float(int algo, bool lossy){
+  float ori =  123.456789123;
+  float floats [DB_CNT];
+  for(int i=0; i< DB_CNT; i++){
+    floats[i] = ori;
+  } 
+  DoFloat(floats, DB_CNT, algo, lossy);
+}
+
+void test_same_double(int algo){
+  double ori =  3.1415926;
+
+  double doubles [DB_CNT];
+  for(int i=0; i< DB_CNT; i++){
+    doubles[i] = ori;
+  } 
+
+  DoDouble(doubles, DB_CNT, algo);
+}
+
+#ifdef TD_TSZ
+
+extern char tsLossyColumns[];
+extern bool lossyDouble;
+extern bool lossyFloat;
+
+extern double   tsFPrecision;                   // float column precision
+extern double   tsDPrecision;                  // double column precision
+extern uint32_t tsMaxRange;                      // max quantization intervals
+extern uint32_t tsCurRange;                      // current quantization intervals
+extern bool     tsIfAdtFse;                     // ADT-FSE algorithom or original huffman algorithom
+extern char     tsCompressor[32];
+
+#endif
+//
+//   -----------------  main ----------------------
+//
+int main(int argc, char *argv[]) {
+  printf("welcome to use taospack tools v1.6\n");
+
+  //printf(" sizeof(int)=%d\n",  (int)sizeof(int));
+  //printf(" sizeof(long)=%d\n", (int)sizeof(long));
+  //printf(" sizeof(short)=%d\n",(int)sizeof(short));
+  
+ 
+  strcpy(tsLossyColumns, "float|double");
+  bool lossy = true;
+  //fPrecision = 1E-5;
+  //strcpy(Compressor, "GZIP_COMPRESSOR");
+
+  tsCompressInit(tsLossyColumns, tsFPrecision, tsDPrecision, tsMaxRange, tsCurRange, (int)tsIfAdtFse, tsCompressor);
+  lossyFloat = lossyDouble = true;
+
+  printf(" fPrecision=%.15f\n",tsFPrecision);
+
+ 
+  //
+  //tsCompressExit();
+  //return 1; 
+  //printf(" SZ_SIZE_TYPE=%d", )
+
+  if(argc == 3){
+    char algo = 0;
+    // t
+    if(strcmp(argv[1], "-tone") == 0 || strcmp(argv[1], "-t") == 0 ) {
+        algo = ONE_STAGE_COMP;
+        lossyFloat = lossyDouble = true;
+    }
+    if(strcmp(argv[1], "-tw") == 0) {
+        algo = TWO_STAGE_COMP;
+        lossy = false;
+        lossyFloat = lossyDouble = false;
+    }
+
+    if(strcmp(argv[1], "-sf") == 0) {
+        test_threadsafe(atoi(argv[2]));
+        return 0;
+    }
+
+    if(strcmp(argv[1], "-sd") == 0) {
+        test_threadsafe_double(atoi(argv[2]));
+        return 0;
+    }
+
+   if(strcmp(argv[1], "-samef") == 0) {
+        test_same_float(atoi(argv[2]), true);
+        return 0;
+    }
+   if(strcmp(argv[1], "-samed") == 0) {
+        test_same_double(atoi(argv[2]));
+        return 0;
+    }
+ 
+    if(algo == 0){
+      printf(" no param -tone -tw \n");
+      return 0;
+    }
+     
+    bool ret = testFile(argv[2], algo, lossy);
+    printf(" test file %s. \n", ret ? "ok" : "err");
+    return 1;
+
+  } else if( argc == 2) {
+    if(strcmp(argv[1], "-mem") == 0) {
+      memTest();
+    } 
+    else if(strcmp(argv[1], "-leak") == 0) {
+      leakTest();
+    }
+  }
+  else{
+    unitTestFloat();
+  }
+
+  tsCompressExit();
+  return 0;
+}
+
+#endif
+