diff --git a/documentation20/cn/12.taos-sql/docs.md b/documentation20/cn/12.taos-sql/docs.md
old mode 100644
new mode 100755
index 31e1ed4cc1ba7372a276391b2711a56f63b63ecc..b9c56191f35354d0c84346729d41d9a77c11ec5a
--- a/documentation20/cn/12.taos-sql/docs.md
+++ b/documentation20/cn/12.taos-sql/docs.md
@@ -53,6 +53,7 @@ TDengine 缺省的时间戳是毫秒精度，但通过在 CREATE DATABASE 时传
 | 8    |  TINYINT  | 1      | 单字节整型，范围 [-127, 127], -128 用于 NULL                                |
 | 9    |   BOOL    | 1      | 布尔型，{true, false}                                      |
 | 10   |   NCHAR   | 自定义 | 记录包含多字节字符在内的字符串，如中文字符。每个 nchar 字符占用 4 bytes 的存储空间。字符串两端使用单引号引用，字符串内的单引号需用转义字符 `\’`。nchar 使用时须指定字符串大小，类型为 nchar(10) 的列表示此列的字符串最多存储 10 个 nchar 字符，会固定占用 40 bytes 的空间。如果用户字符串长度超出声明长度，将会报错。 |
+| 11   |   JSON    |       | json数据类型， 只有tag类型可以是json格式                                    |
 <!-- REPLACE_OPEN_TO_ENTERPRISE__COLUMN_TYPE_ADDONS -->
 
 **Tips**:
@@ -1603,6 +1604,15 @@ TAOS SQL 支持对标签、TBNAME 进行 GROUP BY 操作，也支持普通列进
 
 IS NOT NULL 支持所有类型的列。不为空的表达式为 <>""，仅对非数值类型的列适用。
 
+**ORDER BY的限制**
+
+- 非超级表只能有一个order by.
+- 超级表最多两个order by， 并且第二个必须为ts.
+- order by tag，必须和group by tag一起，并且是同一个tag。 tbname和tag一样逻辑。  只适用于超级表
+- order by 普通列，必须和group by一起或者和top/bottom一起，并且是同一个普通列。 适用于超级表和普通表。如果同时存在 group by和 top/bottom一起，order by优先必须和group by同一列。
+- order by ts. 适用于超级表和普通表。
+- order by ts同时含有group by时 针对group内部用ts排序
+
 ## 表(列)名合法性说明
 TDengine 中的表（列）名命名规则如下：
 只能由字母、数字、下划线构成，数字不能在首位，长度不能超过192字节，不区分大小写。
@@ -1618,3 +1628,87 @@ TDengine 中的表（列）名命名规则如下：
 
 支持版本
 支持转义符的功能从 2.3.0.1 版本开始。
+
+
+## Json类型使用说明
+- 语法说明
+
+  1. 创建json类型tag
+
+     ```mysql
+     create stable s1 (ts timestamp, v1 int) tags (info json)
+
+     create table s1_1 using s1 tags ('{"k1": "v1"}')
+     ```
+  3. json取值操作符 ->
+
+     ```mysql   
+     select * from s1 where info->'k1' = 'v1'
+
+     select info->'k1' from s1 
+     ```
+  4. json key是否存在操作符 contains
+
+     ```mysql
+     select * from s1 where info contains 'k2'
+    
+     select * from s1 where info contains 'k1'
+     ```
+     
+- 支持的操作
+
+  1. 在where条件中时，支持函数match/nmatch/between and/like/and/or/is null/is no null，不支持in
+
+     ```mysql 
+     select * from s1 where info→'k1' match 'v*'; 
+
+     select * from s1 where info→'k1' like 'v%' and info contains 'k2';
+
+     select * from s1 where info is null; 
+  
+     select * from s1 where info->'k1' is not null
+     ```
+
+  2. 支持json tag放在group by、order by、join子句、union all以及子查询中，比如group by json->'key'
+
+  3. 支持distinct操作.
+
+     ```mysql 
+     select distinct info→'k1' from s1
+     ```
+  
+  5. 标签操作
+    
+     支持修改json标签值（全量覆盖）
+
+     支持修改json标签名 
+  
+     不支持添加json标签、删除json标签、修改json标签列宽
+
+- 其他约束条件
+  
+  1. 只有标签列可以使用json类型，如果用json标签，标签列只能有一个。
+  
+  2. 长度限制：json 中key的长度不能超过256，并且key必须为可打印ascii字符；json字符串总长度不超过4096个字节。
+
+  3. json格式限制：
+
+     1. json输入字符串可以为空（"","\t"," "或null）或object，不能为非空的字符串，布尔型和数组。
+     2. object 可为{}，如果object为{}，则整个json串记为空。key可为""，若key为""，则json串中忽略该k-v对。
+     3. value可以为数字(int/double)或字符串或bool或null，暂不可以为数组。不允许嵌套。
+     4. 若json字符串中出现两个相同的key，则第一个生效。
+     5. json字符串里暂不支持转义。
+  
+  4. 当查询json中不存在的key时，返回NULL
+
+  5. 当json tag作为子查询结果时，不再支持上层查询继续对子查询中的json串做解析查询。
+  
+     比如暂不支持 
+     ```mysql 
+     select jtag→'key' from (select jtag from stable)
+     ```
+  
+     不支持 
+     ```mysql 
+     select jtag->'key' from (select jtag from stable) where jtag->'key'>0
+     ```
diff --git a/documentation20/en/12.taos-sql/docs.md b/documentation20/en/12.taos-sql/docs.md
old mode 100644
new mode 100755
index 8533f92a3b59e27df61c16a2bc86961775bf84da..60f3ad44c62f9ba1123f8920ef626baa58cc1bb0
--- a/documentation20/en/12.taos-sql/docs.md
+++ b/documentation20/en/12.taos-sql/docs.md
@@ -53,7 +53,7 @@ In TDengine, the following 10 data types can be used in data model of an ordinar
 | 8    | TINYINT       | 1         | A nullable integer type with a range of [-127, 127]          |
 | 9    | BOOL          | 1         | Boolean type，{true, false}                                  |
 | 10   | NCHAR         | Custom    | Used to record non-ASCII strings, such as Chinese characters. Each nchar character takes up 4 bytes of storage space. Single quotation marks are used at both ends of the string, and escape characters are required for single quotation marks in the string, that is \’. When nchar is used, the string size must be specified. A column of type nchar (10) indicates that the string of this column stores up to 10 nchar characters, which will take up 40 bytes of space. If the length of the user string exceeds the declared length, an error will be reported. |
-
+| 11   | JSON          |           | Json type，only support for tag                                  |
 
 
 **Tips**:
@@ -1245,3 +1245,92 @@ TAOS SQL supports join columns of two tables by Primary Key timestamp between th
 **Availability of is no null**
 
 Is not null supports all types of columns. Non-null expression is < > "" and only applies to columns of non-numeric types.
+
+**Restrictions on order by**
+
+- A non super table can only have one order by.
+- The super table can have at most two order by expression, and the second must be ts.
+- Order by tag must be the same tag as group by tag. TBNAME is as logical as tag.
+- Order by ordinary column must be the same ordinary column as group by or top/bottom. If both group by and top / bottom exist, order by must be in the same column as group by.
+- There are both order by and group by. The internal of the group is sorted by ts
+- Order by ts.
+
+## JSON type instructions
+- Syntax description
+
+  1. Create JSON type tag
+
+     ```mysql
+     create stable s1 (ts timestamp, v1 int) tags (info json)
+
+     create table s1_1 using s1 tags ('{"k1": "v1"}')
+     ```
+  3. JSON value operator(->)
+
+     ```mysql   
+     select * from s1 where info->'k1' = 'v1'
+
+     select info->'k1' from s1 
+     ```
+  4. JSON key existence operator(contains)
+
+     ```mysql
+     select * from s1 where info contains 'k2'
+    
+     select * from s1 where info contains 'k1'
+     ```
+
+- Supported operations
+
+  1. In where condition，support match/nmatch/between and/like/and/or/is null/is no null，in operator is not support.
+
+     ```mysql 
+     select * from s1 where info→'k1' match 'v*'; 
+
+     select * from s1 where info→'k1' like 'v%' and info contains 'k2';
+
+     select * from s1 where info is null; 
+  
+     select * from s1 where info->'k1' is not null
+     ```
+
+  2. JSON tag is supported in group by、order by、join clause、union all and subquery，like group by json->'key'
+
+  3. Support distinct operator.
+
+     ```mysql 
+     select distinct info→'k1' from s1
+     ```
+
+  5. Tag
+
+     Support change JSON tag（full coverage）
+
+     Support change the name of JSON tag
+
+     Not support add JSON tag, delete JSON tag
+
+- Other constraints
+
+  1. Only tag columns can use JSON type. If JSON tag is used, there can only be one tag column.
+
+  2. Length limit:The length of the key in JSON cannot exceed 256, and the key must be printable ASCII characters; The total length of JSON string does not exceed 4096 bytes.
+
+  3. JSON format restrictions:
+
+    1. JSON input string can be empty (""," ","\t" or null) or object, and cannot be nonempty string, boolean or array.
+    2. Object can be {}, if the object is {}, the whole JSON string is marked as empty. The key can be "", if the key is "", the K-V pair will be ignored in the JSON string.
+    3. Value can be a number (int/double) or string, bool or null, not an array. Nesting is not allowed.
+    4. If two identical keys appear in the JSON string, the first one will take effect.
+    5. Escape is not supported in JSON string.
+
+  4. Null is returned when querying the key that does not exist in JSON.
+
+  5. When JSON tag is used as the sub query result, parsing and querying the JSON string in the sub query is no longer supported in the upper level query.
+
+     The following query is not supported:
+     ```mysql 
+     select jtag→'key' from (select jtag from stable)
+      
+     select jtag->'key' from (select jtag from stable) where jtag->'key'>0
+     ```
diff --git a/packaging/release.sh b/packaging/release.sh
index fd2266792ebf9ed419ef3dee1ee6e146e4e9534f..866a21e552909ca9ad8e6083f4e571f5da91cc91 100755
--- a/packaging/release.sh
+++ b/packaging/release.sh
@@ -494,11 +494,13 @@ else
   exit 1
 fi
 
+CORES=`grep -c ^processor /proc/cpuinfo`
+
 if [[ "$allocator" == "jemalloc" ]]; then
     # jemalloc need compile first, so disable parallel build
-    make -j 8 && ${csudo}make install
+    make -j ${CORES} && ${csudo}make install
 else
-    make -j 8 && ${csudo}make install
+    make -j ${CORES} && ${csudo}make install
 fi
 
 cd ${curr_dir}
diff --git a/src/balance/CMakeLists.txt b/src/balance/CMakeLists.txt
index 5dcff7a214f818f0d240988e9832bb9b188904e4..10ed3c77b09f5f9e552021359f45fa120a879bbe 100644
--- a/src/balance/CMakeLists.txt
+++ b/src/balance/CMakeLists.txt
@@ -9,3 +9,8 @@ INCLUDE_DIRECTORIES(inc)
 AUX_SOURCE_DIRECTORY(src SRC)
 
 ADD_LIBRARY(balance ${SRC})
+
+IF (TD_LINUX_64 AND JEMALLOC_ENABLED)
+    ADD_DEPENDENCIES(balance jemalloc)
+ENDIF ()
+
diff --git a/src/client/src/tscUtil.c b/src/client/src/tscUtil.c
index 36b8363f94ba6bc0a7ca87b0e70b46c539316af5..585865fb23adb9b5c8c6c7f5f1367a4532f12d41 100644
--- a/src/client/src/tscUtil.c
+++ b/src/client/src/tscUtil.c
@@ -5186,7 +5186,8 @@ int32_t tscCreateQueryFromQueryInfo(SQueryInfo* pQueryInfo, SQueryAttr* pQueryAt
   }
 
   // global aggregate query
-  if (pQueryAttr->stableQuery && (pQueryAttr->simpleAgg || pQueryAttr->interval.interval > 0) && tscIsTwoStageSTableQuery(pQueryInfo, 0)) {
+  if (pQueryAttr->stableQuery && (pQueryAttr->simpleAgg || pQueryAttr->interval.interval > 0 || pQueryAttr->sw.gap > 0)
+      && tscIsTwoStageSTableQuery(pQueryInfo, 0)) {
     createGlobalAggregateExpr(pQueryAttr, pQueryInfo);
   }
 
diff --git a/src/connector/python/README.md b/src/connector/python/README.md
index 1bde964828f1c52bf65e62ef67f2fdb7fc90c355..e4fce45a59bea74ea64a5da082767579459d4196 100644
--- a/src/connector/python/README.md
+++ b/src/connector/python/README.md
@@ -41,6 +41,7 @@ cursor.execute("show databases")
 results = cursor.fetchall()
 for row in results:
     print(row)
+
 cursor.close()
 conn.close()
 ```
@@ -57,8 +58,10 @@ result = conn.query("show databases")
 num_of_fields = result.field_count
 for field in result.fields:
     print(field)
+
 for row in result:
     print(row)
+
 result.close()
 conn.execute("drop database pytest")
 conn.close()
@@ -75,12 +78,13 @@ def fetch_callback(p_param, p_result, num_of_rows):
     print("fetched ", num_of_rows, "rows")
     p = cast(p_param, POINTER(Counter))
     result = TaosResult(p_result)
-
+    
     if num_of_rows == 0:
         print("fetching completed")
         p.contents.done = True
         result.close()
         return
+    
     if num_of_rows < 0:
         p.contents.done = True
         result.check_error(num_of_rows)
@@ -90,6 +94,7 @@ def fetch_callback(p_param, p_result, num_of_rows):
     for row in result.rows_iter(num_of_rows):
         # print(row)
         None
+    
     p.contents.count += result.row_count
     result.fetch_rows_a(fetch_callback, p_param)
     
@@ -97,17 +102,19 @@ def fetch_callback(p_param, p_result, num_of_rows):
 
 def query_callback(p_param, p_result, code):
     # type: (c_void_p, c_void_p, c_int) -> None
-    if p_result == None:
+    if p_result is None:
         return
+    
     result = TaosResult(p_result)
     if code == 0:
         result.fetch_rows_a(fetch_callback, p_param)
+    
     result.check_error(code)
 
 
 class Counter(Structure):
     _fields_ = [("count", c_int), ("done", c_bool)]
-
+    
     def __str__(self):
         return "{ count: %d, done: %s }" % (self.count, self.done)
 
@@ -116,10 +123,11 @@ def test_query(conn):
     # type: (TaosConnection) -> None
     counter = Counter(count=0)
     conn.query_a("select * from log.log", query_callback, byref(counter))
-
+    
     while not counter.done:
         print("wait query callback")
         time.sleep(1)
+    
     print(counter)
     conn.close()
 
@@ -182,6 +190,7 @@ result = conn.query("select * from log")
 
 for row in result:
     print(row)
+
 result.close()
 stmt.close()
 conn.close()
@@ -237,18 +246,20 @@ result.close()
 result = conn.query("select * from log")
 for row in result:
     print(row)
+
 result.close()
 stmt.close()
 conn.close()
 ```
 
-### Statement API - Subscribe
+### Subscription
 
 ```python
 import taos
+import random
 
 conn = taos.connect()
-dbname = "pytest_taos_subscribe_callback"
+dbname = "pytest_taos_subscribe"
 conn.execute("drop database if exists %s" % dbname)
 conn.execute("create database if not exists %s" % dbname)
 conn.select_db(dbname)
@@ -256,7 +267,7 @@ conn.execute("create table if not exists log(ts timestamp, n int)")
 for i in range(10):
     conn.execute("insert into log values(now, %d)" % i)
 
-sub = conn.subscribe(True, "test", "select * from log", 1000)
+sub = conn.subscribe(False, "test", "select * from log", 1000)
 print("# consume from begin")
 for ts, n in sub.consume():
     print(ts, n)
@@ -268,9 +279,18 @@ for i in range(5):
     for ts, n in result:
         print(ts, n)
 
+sub.close(True)
+print("# keep progress consume")
+sub = conn.subscribe(False, "test", "select * from log", 1000)
+result = sub.consume()
+rows = result.fetch_all()
+# consume from latest subscription needs root privilege(for /var/lib/taos).
+assert result.row_count == 0
+print("## consumed ", len(rows), "rows")
+
 print("# consume with a stop condition")
 for i in range(10):
-    conn.execute("insert into log values(now, %d)" % int(random() * 10))
+    conn.execute("insert into log values(now, %d)" % random.randint(0, 10))
     result = sub.consume()
     try:
         ts, n = next(result)
@@ -283,12 +303,13 @@ for i in range(10):
         continue
 
 sub.close()
+# sub.close()
 
 conn.execute("drop database if exists %s" % dbname)
-conn.close()
+# conn.close()
 ```
 
-### Statement API - Subscribe asynchronously with callback
+### Subscription asynchronously with callback
 
 ```python
 from taos import *
@@ -300,7 +321,7 @@ import time
 def subscribe_callback(p_sub, p_result, p_param, errno):
     # type: (c_void_p, c_void_p, c_void_p, c_int) -> None
     print("# fetch in callback")
-    result = TaosResult(p_result)
+    result = TaosResult(c_void_p(p_result))
     result.check_error(errno)
     for row in result.rows_iter():
         ts, n = row()
@@ -311,42 +332,45 @@ def test_subscribe_callback(conn):
     # type: (TaosConnection) -> None
     dbname = "pytest_taos_subscribe_callback"
     try:
+        print("drop if exists")
         conn.execute("drop database if exists %s" % dbname)
+        print("create database")
         conn.execute("create database if not exists %s" % dbname)
-        conn.select_db(dbname)
-        conn.execute("create table if not exists log(ts timestamp, n int)")
-
+        print("create table")
+        # conn.execute("use %s" % dbname)
+        conn.execute("create table if not exists %s.log(ts timestamp, n int)" % dbname)
+        
         print("# subscribe with callback")
-        sub = conn.subscribe(False, "test", "select * from log", 1000, subscribe_callback)
-
+        sub = conn.subscribe(False, "test", "select * from %s.log" % dbname, 1000, subscribe_callback)
+        
         for i in range(10):
-            conn.execute("insert into log values(now, %d)" % i)
+            conn.execute("insert into %s.log values(now, %d)" % (dbname, i))
             time.sleep(0.7)
+        
         sub.close()
-
+        
         conn.execute("drop database if exists %s" % dbname)
-        conn.close()
+        # conn.close()
     except Exception as err:
         conn.execute("drop database if exists %s" % dbname)
-        conn.close()
+        # conn.close()
         raise err
 
 
 if __name__ == "__main__":
     test_subscribe_callback(connect())
-
 ```
 
-### Statement API - Stream
+### Stream
 
 ```python
 from taos import *
 from ctypes import *
+import time
 
 def stream_callback(p_param, p_result, p_row):
     # type: (c_void_p, c_void_p, c_void_p) -> None
-
-    if p_result == None or p_row == None:
+    if p_result is None or p_row is None:
         return
     result = TaosResult(p_result)
     row = TaosRow(result, p_row)
@@ -355,13 +379,12 @@ def stream_callback(p_param, p_result, p_row):
         p = cast(p_param, POINTER(Counter))
         p.contents.count += count
         print("[%s] inserted %d in 5s, total count: %d" % (ts.strftime("%Y-%m-%d %H:%M:%S"), count, p.contents.count))
-
     except Exception as err:
         print(err)
         raise err
 
 
-class Counter(ctypes.Structure):
+class Counter(Structure):
     _fields_ = [
         ("count", c_int),
     ]
@@ -378,16 +401,17 @@ def test_stream(conn):
         conn.execute("create database if not exists %s" % dbname)
         conn.select_db(dbname)
         conn.execute("create table if not exists log(ts timestamp, n int)")
-
+        
         result = conn.query("select count(*) from log interval(5s)")
         assert result.field_count == 2
         counter = Counter()
         counter.count = 0
         stream = conn.stream("select count(*) from log interval(5s)", stream_callback, param=byref(counter))
-
+        
         for _ in range(0, 20):
             conn.execute("insert into log values(now,0)(now+1s, 1)(now + 2s, 2)")
             time.sleep(2)
+        
         stream.close()
         conn.execute("drop database if exists %s" % dbname)
         conn.close()
@@ -399,12 +423,14 @@ def test_stream(conn):
 
 if __name__ == "__main__":
     test_stream(connect())
+
 ```
 
 ### Insert with line protocol
 
 ```python
 import taos
+from taos import SmlProtocol, SmlPrecision
 
 conn = taos.connect()
 dbname = "pytest_line"
@@ -413,29 +439,22 @@ conn.execute("create database if not exists %s precision 'us'" % dbname)
 conn.select_db(dbname)
 
 lines = [
-    'st,t1=3i64,t2=4f64,t3="t3" c1=3i64,c3=L"pass",c2=false,c4=4f64 1626006833639000000ns',
-    'st,t1=4i64,t3="t4",t2=5f64,t4=5f64 c1=3i64,c3=L"pass it again",c2=true,c4=5f64,c5=5f64,c6=7u64 1626006933640000000',
-    'stf,t1=4i64,t3="t4",t2=5f64,t4=5f64 c1=3i64,c3=L"pass it again_stf",c2=false,c5=5f64,c6=7u64 1626006933641000000',
+    'st,t1=3i64,t2=4f64,t3="t3" c1=3i64,c3=L"pass",c2=false,c4=4f64 1626006833639000000',
 ]
-conn.schemaless_insert(lines, 0, "ns")
+conn.schemaless_insert(lines, taos.SmlProtocol.LINE_PROTOCOL, taos.SmlPrecision.NOT_CONFIGURED)
 print("inserted")
 
-lines = [
-    'stf,t1=5i64,t3="t4",t2=5f64,t4=5f64 c1=3i64,c3=L"pass it again_stf",c2=false,c5=5f64,c6=7u64 1626006933641000000',
-]
-conn.schemaless_insert(lines, 0, "ns")
+conn.schemaless_insert(lines, taos.SmlProtocol.LINE_PROTOCOL, taos.SmlPrecision.NOT_CONFIGURED)
 
 result = conn.query("show tables")
 for row in result:
     print(row)
-result.close()
 
 
 conn.execute("drop database if exists %s" % dbname)
-conn.close()
 
 ```
 
-## License - AGPL-3.0
+## License
 
-Keep same with [TDengine](https://github.com/taosdata/TDengine).
+We use MIT license for Python connector.
diff --git a/src/connector/python/examples/query-async.py b/src/connector/python/examples/query-async.py
index b600b796974e47d5e5fc7d88998e95ba46bb92cd..585db2344eda4c5d38c2868c35f4d91c50926880 100644
--- a/src/connector/python/examples/query-async.py
+++ b/src/connector/python/examples/query-async.py
@@ -29,7 +29,7 @@ def fetch_callback(p_param, p_result, num_of_rows):
 
 def query_callback(p_param, p_result, code):
     # type: (c_void_p, c_void_p, c_int) -> None
-    if p_result == None:
+    if p_result is None:
         return
     result = TaosResult(p_result)
     if code == 0:
diff --git a/src/connector/python/examples/stream.py b/src/connector/python/examples/stream.py
new file mode 100644
index 0000000000000000000000000000000000000000..73cbd03c493f4441d661f924bf648bc8992aeb0a
--- /dev/null
+++ b/src/connector/python/examples/stream.py
@@ -0,0 +1,59 @@
+from taos import *
+from ctypes import *
+import time
+
+def stream_callback(p_param, p_result, p_row):
+    # type: (c_void_p, c_void_p, c_void_p) -> None
+    if p_result is None or p_row is None:
+        return
+    result = TaosResult(p_result)
+    row = TaosRow(result, p_row)
+    try:
+        ts, count = row()
+        p = cast(p_param, POINTER(Counter))
+        p.contents.count += count
+        print("[%s] inserted %d in 5s, total count: %d" % (ts.strftime("%Y-%m-%d %H:%M:%S"), count, p.contents.count))
+    except Exception as err:
+        print(err)
+        raise err
+
+
+class Counter(Structure):
+    _fields_ = [
+        ("count", c_int),
+    ]
+
+    def __str__(self):
+        return "%d" % self.count
+
+
+def test_stream(conn):
+    # type: (TaosConnection) -> None
+    dbname = "pytest_taos_stream"
+    try:
+        conn.execute("drop database if exists %s" % dbname)
+        conn.execute("create database if not exists %s" % dbname)
+        conn.select_db(dbname)
+        conn.execute("create table if not exists log(ts timestamp, n int)")
+        
+        result = conn.query("select count(*) from log interval(5s)")
+        assert result.field_count == 2
+        counter = Counter()
+        counter.count = 0
+        stream = conn.stream("select count(*) from log interval(5s)", stream_callback, param=byref(counter))
+        
+        for _ in range(0, 20):
+            conn.execute("insert into log values(now,0)(now+1s, 1)(now + 2s, 2)")
+            time.sleep(2)
+        
+        stream.close()
+        conn.execute("drop database if exists %s" % dbname)
+        conn.close()
+    except Exception as err:
+        conn.execute("drop database if exists %s" % dbname)
+        conn.close()
+        raise err
+
+
+if __name__ == "__main__":
+    test_stream(connect())
diff --git a/src/connector/python/taos/__init__.py b/src/connector/python/taos/__init__.py
index 7ebfa8adef6a82c979ad0544a3eb11ccd351b760..739265ef579b6a5127df8ee592b73293f113a2ef 100644
--- a/src/connector/python/taos/__init__.py
+++ b/src/connector/python/taos/__init__.py
@@ -86,7 +86,7 @@ def fetch_callback(p_param, p_result, num_of_rows):
 
 def query_callback(p_param, p_result, code):
     # type: (c_void_p, c_void_p, c_int) -> None
-    if p_result == None:
+    if p_result is None:
         return
     result = TaosResult(p_result)
     if code == 0:
@@ -335,7 +335,7 @@ from ctypes import *
 def stream_callback(p_param, p_result, p_row):
     # type: (c_void_p, c_void_p, c_void_p) -> None
 
-    if p_result == None or p_row == None:
+    if p_result is None or p_row is None:
         return
     result = TaosResult(p_result)
     row = TaosRow(result, p_row)
diff --git a/src/connector/python/taos/bind.py b/src/connector/python/taos/bind.py
index 05659714ef86da3bda383bfe7d7b25403848637f..8f39278c960c285f4a8c0bfc1d8b198bb4a56f4c 100644
--- a/src/connector/python/taos/bind.py
+++ b/src/connector/python/taos/bind.py
@@ -317,7 +317,7 @@ class TaosMultiBind(ctypes.Structure):
 
     def _str_to_buffer(self, values):
         self.num = len(values)
-        is_null = [1 if v == None else 0 for v in values]
+        is_null = [1 if v is None else 0 for v in values]
         self.is_null = cast((c_byte * self.num)(*is_null), c_char_p)
         
         if sum(is_null) == self.num:
diff --git a/src/connector/python/taos/cinterface.py b/src/connector/python/taos/cinterface.py
index 740af5838235a6abc41ae27e7c6a462c30977616..be39d2291a908b9349599ba13e92a205696516c7 100644
--- a/src/connector/python/taos/cinterface.py
+++ b/src/connector/python/taos/cinterface.py
@@ -373,9 +373,9 @@ def taos_fetch_block(result, fields=None, field_count=None):
     if num_of_rows == 0:
         return None, 0
     precision = taos_result_precision(result)
-    if fields == None:
+    if fields is None:
         fields = taos_fetch_fields(result)
-    if field_count == None:
+    if field_count is None:
         field_count = taos_field_count(result)
     blocks = [None] * field_count
     fieldLen = taos_fetch_lengths(result, field_count)
@@ -466,7 +466,7 @@ def taos_fetch_lengths(result, field_count=None):
     # type: (c_void_p, int) -> Array[int]
     """Make sure to call taos_fetch_row or taos_fetch_block before fetch_lengths"""
     lens = _libtaos.taos_fetch_lengths(result)
-    if field_count == None:
+    if field_count is None:
         field_count = taos_field_count(result)
     if not lens:
         raise OperationalError("field length empty, use taos_fetch_row/block before it")
@@ -823,7 +823,7 @@ def taos_stmt_use_result(stmt):
     @stmt: TAOS_STMT*
     """
     result = c_void_p(_libtaos.taos_stmt_use_result(stmt))
-    if result == None:
+    if result is None:
         raise StatementError(taos_stmt_errstr(stmt))
     return result
 
diff --git a/src/connector/python/taos/result.py b/src/connector/python/taos/result.py
index 8b8a0cf108cf7c941d0a6476d8a9c1e2c5a41b84..05085a493eb8ffede536476f1ddf3bcb083d82f8 100644
--- a/src/connector/python/taos/result.py
+++ b/src/connector/python/taos/result.py
@@ -41,7 +41,7 @@ class TaosResult(object):
         if self._result is None or self.fields is None:
             raise OperationalError("Invalid use of fetch iterator")
 
-        if self._block == None or self._block_iter >= self._block_length:
+        if self._block is None or self._block_iter >= self._block_length:
             self._block, self._block_length = self.fetch_block()
             self._block_iter = 0
             # self._row_count += self._block_length
@@ -55,7 +55,7 @@ class TaosResult(object):
         """fields definitions of the current result"""
         if self._result is None:
             raise ResultError("no result object setted")
-        if self._fields == None:
+        if self._fields is None:
             self._fields = taos_fetch_fields(self._result)
 
         return self._fields
@@ -72,7 +72,7 @@ class TaosResult(object):
 
     @property
     def precision(self):
-        if self._precision == None:
+        if self._precision is None:
             self._precision = taos_result_precision(self._result)
         return self._precision
 
@@ -114,7 +114,7 @@ class TaosResult(object):
         if self._result is None:
             raise OperationalError("Invalid use of fetchall")
 
-        if self._fields == None:
+        if self._fields is None:
             self._fields = taos_fetch_fields(self._result)
         buffer = [[] for i in range(len(self._fields))]
         self._row_count = 0
@@ -150,7 +150,7 @@ class TaosResult(object):
         return taos_errstr(self._result)
 
     def check_error(self, errno=None, close=True):
-        if errno == None:
+        if errno is None:
             errno = self.errno()
         if errno != 0:
             msg = self.errstr()
diff --git a/src/kit/shell/CMakeLists.txt b/src/kit/shell/CMakeLists.txt
index db572c9d310709dc6fe024b351126679ea9805e1..dac31fc1f1b88581ed8976634fd767a3eddd2cea 100644
--- a/src/kit/shell/CMakeLists.txt
+++ b/src/kit/shell/CMakeLists.txt
@@ -32,6 +32,10 @@ ELSEIF (TD_WINDOWS)
   LIST(APPEND SRC ./src/shellMain.c)
   LIST(APPEND SRC ./src/shellWindows.c)
   ADD_EXECUTABLE(shell ${SRC})
+  IF (TD_LINUX_64 AND JEMALLOC_ENABLED)
+    ADD_DEPENDENCIES(shell jemalloc)
+  ENDIF ()
+
   TARGET_LINK_LIBRARIES(shell taos_static cJson)
 
   IF (TD_POWER)
diff --git a/src/kit/taos-tools b/src/kit/taos-tools
index beca4813316f254624d8dbecf54d45a5a232c61d..a3611888d4257a9baa0ce876b04b47c60cc17279 160000
--- a/src/kit/taos-tools
+++ b/src/kit/taos-tools
@@ -1 +1 @@
-Subproject commit beca4813316f254624d8dbecf54d45a5a232c61d
+Subproject commit a3611888d4257a9baa0ce876b04b47c60cc17279
diff --git a/src/mnode/CMakeLists.txt b/src/mnode/CMakeLists.txt
index dc2afbbb68de5a9466306721cc966a6f6c8cbd12..daa343c4ef1d5f15d357080829f556d60c95bcff 100644
--- a/src/mnode/CMakeLists.txt
+++ b/src/mnode/CMakeLists.txt
@@ -8,3 +8,8 @@ INCLUDE_DIRECTORIES(inc)
 AUX_SOURCE_DIRECTORY(src SRC)
 
 ADD_LIBRARY(mnode ${SRC})
+
+IF (TD_LINUX_64 AND JEMALLOC_ENABLED)
+    ADD_DEPENDENCIES(mnode jemalloc)
+ENDIF ()
+
diff --git a/src/os/src/detail/CMakeLists.txt b/src/os/src/detail/CMakeLists.txt
index 2d537d95885a5e2d86e18ff19e1851fc8eea5997..d0838fa0787ce2e13af231bbae4a6bfa9e41b798 100644
--- a/src/os/src/detail/CMakeLists.txt
+++ b/src/os/src/detail/CMakeLists.txt
@@ -11,6 +11,11 @@ ADD_LIBRARY(os ${SRC})
 
 IF (TD_LINUX)
   TARGET_LINK_LIBRARIES(os oslinux)
+
+  IF (TD_LINUX_64 AND JEMALLOC_ENABLED)
+    ADD_DEPENDENCIES(os jemalloc)
+  ENDIF ()
+
   IF (TD_ARM_32 OR TD_LINUX_32)
     TARGET_LINK_LIBRARIES(os atomic)
   ENDIF ()
diff --git a/src/os/src/linux/CMakeLists.txt b/src/os/src/linux/CMakeLists.txt
index 612ac8d5ab44ea3d2a33686f3df83646a4f1e268..ed51e79e925591b6bfa32b7b7c156f2d1f561d89 100644
--- a/src/os/src/linux/CMakeLists.txt
+++ b/src/os/src/linux/CMakeLists.txt
@@ -4,4 +4,9 @@ PROJECT(TDengine)
 AUX_SOURCE_DIRECTORY(. SRC)
 ADD_LIBRARY(oslinux ${SRC})
 
-TARGET_LINK_LIBRARIES(oslinux m rt z dl)
\ No newline at end of file
+TARGET_LINK_LIBRARIES(oslinux m rt z dl)
+
+IF (TD_LINUX_64 AND JEMALLOC_ENABLED)
+    ADD_DEPENDENCIES(oslinux jemalloc)
+ENDIF ()
+
diff --git a/src/plugins/taosadapter b/src/plugins/taosadapter
index 826f3d3b7820a5c007d301854d56db003b424d0a..11d1e02255edfeeaa8d5b1f45abfa9637332ce65 160000
--- a/src/plugins/taosadapter
+++ b/src/plugins/taosadapter
@@ -1 +1 @@
-Subproject commit 826f3d3b7820a5c007d301854d56db003b424d0a
+Subproject commit 11d1e02255edfeeaa8d5b1f45abfa9637332ce65
diff --git a/src/query/src/qAggMain.c b/src/query/src/qAggMain.c
index b9bf4120b6d58856ddea1b0639bfa48dbd909a7b..6b8e31b181559c3d2e92cb52c5b50d4261c66611 100644
--- a/src/query/src/qAggMain.c
+++ b/src/query/src/qAggMain.c
@@ -238,7 +238,7 @@ int32_t getResultDataInfo(int32_t dataType, int32_t dataBytes, int32_t functionI
 
     return TSDB_CODE_SUCCESS;
   }
-  
+
   // (uid, tid) + VGID + TAGSIZE + VARSTR_HEADER_SIZE
   if (functionId == TSDB_FUNC_TID_TAG) { // todo use struct
     *type = TSDB_DATA_TYPE_BINARY;
@@ -253,7 +253,7 @@ int32_t getResultDataInfo(int32_t dataType, int32_t dataBytes, int32_t functionI
     *interBytes = 0;
     return TSDB_CODE_SUCCESS;
   }
-  
+
   if (functionId == TSDB_FUNC_COUNT) {
     *type = TSDB_DATA_TYPE_BIGINT;
     *bytes = sizeof(int64_t);
@@ -261,7 +261,7 @@ int32_t getResultDataInfo(int32_t dataType, int32_t dataBytes, int32_t functionI
     return TSDB_CODE_SUCCESS;
   }
 
-  
+
   if (functionId == TSDB_FUNC_TS_COMP) {
     *type = TSDB_DATA_TYPE_BINARY;
     *bytes = 1;  // this results is compressed ts data, only one byte
@@ -316,20 +316,20 @@ int32_t getResultDataInfo(int32_t dataType, int32_t dataBytes, int32_t functionI
       *type = TSDB_DATA_TYPE_BINARY;
       *bytes = (dataBytes + DATA_SET_FLAG_SIZE);
       *interBytes = *bytes;
-      
+
       return TSDB_CODE_SUCCESS;
     } else if (functionId == TSDB_FUNC_SUM) {
       *type = TSDB_DATA_TYPE_BINARY;
       *bytes = sizeof(SSumInfo);
       *interBytes = *bytes;
-      
+
       return TSDB_CODE_SUCCESS;
     } else if (functionId == TSDB_FUNC_AVG) {
       *type = TSDB_DATA_TYPE_BINARY;
       *bytes = sizeof(SAvgInfo);
       *interBytes = *bytes;
       return TSDB_CODE_SUCCESS;
-      
+
     } else if (functionId >= TSDB_FUNC_RATE && functionId <= TSDB_FUNC_IRATE) {
       *type = TSDB_DATA_TYPE_DOUBLE;
       *bytes = sizeof(SRateInfo);
@@ -339,7 +339,7 @@ int32_t getResultDataInfo(int32_t dataType, int32_t dataBytes, int32_t functionI
       *type = TSDB_DATA_TYPE_BINARY;
       *bytes = (sizeof(STopBotInfo) + (sizeof(tValuePair) + POINTER_BYTES + extLength) * param);
       *interBytes = *bytes;
-      
+
       return TSDB_CODE_SUCCESS;
     } else if (functionId == TSDB_FUNC_SAMPLE) {
       *type = TSDB_DATA_TYPE_BINARY;
@@ -351,7 +351,7 @@ int32_t getResultDataInfo(int32_t dataType, int32_t dataBytes, int32_t functionI
       *type = TSDB_DATA_TYPE_BINARY;
       *bytes = sizeof(SSpreadInfo);
       *interBytes = *bytes;
-      
+
       return TSDB_CODE_SUCCESS;
     } else if (functionId == TSDB_FUNC_APERCT) {
       *type = TSDB_DATA_TYPE_BINARY;
@@ -359,13 +359,13 @@ int32_t getResultDataInfo(int32_t dataType, int32_t dataBytes, int32_t functionI
       int32_t bytesDigest = (int32_t) (sizeof(SAPercentileInfo) + TDIGEST_SIZE(COMPRESSION));
       *bytes = MAX(bytesHist, bytesDigest);
       *interBytes = *bytes;
-      
+
       return TSDB_CODE_SUCCESS;
     } else if (functionId == TSDB_FUNC_LAST_ROW) {
       *type = TSDB_DATA_TYPE_BINARY;
       *bytes = (sizeof(SLastrowInfo) + dataBytes);
       *interBytes = *bytes;
-      
+
       return TSDB_CODE_SUCCESS;
     } else if (functionId == TSDB_FUNC_TWA) {
       *type = TSDB_DATA_TYPE_DOUBLE;
@@ -388,7 +388,7 @@ int32_t getResultDataInfo(int32_t dataType, int32_t dataBytes, int32_t functionI
     } else {
       *type = TSDB_DATA_TYPE_DOUBLE;
     }
-    
+
     *bytes = sizeof(int64_t);
     *interBytes = sizeof(SSumInfo);
     return TSDB_CODE_SUCCESS;
@@ -458,9 +458,9 @@ int32_t getResultDataInfo(int32_t dataType, int32_t dataBytes, int32_t functionI
   } else if (functionId == TSDB_FUNC_TOP || functionId == TSDB_FUNC_BOTTOM) {
     *type = (int16_t)dataType;
     *bytes = dataBytes;
-    
+
     size_t size = sizeof(STopBotInfo) + (sizeof(tValuePair) + POINTER_BYTES + extLength) * param;
-    
+
     // the output column may be larger than sizeof(STopBotInfo)
     *interBytes = (int32_t)size;
   } else if (functionId == TSDB_FUNC_SAMPLE) {
@@ -484,7 +484,7 @@ int32_t getResultDataInfo(int32_t dataType, int32_t dataBytes, int32_t functionI
   } else {
     return TSDB_CODE_TSC_INVALID_OPERATION;
   }
-  
+
   return TSDB_CODE_SUCCESS;
 }
 
@@ -501,7 +501,7 @@ int32_t isValidFunction(const char* name, int32_t len) {
       return aScalarFunctions[i].functionId;
     }
   }
-  
+
   for(int32_t i = 0; i <= TSDB_FUNC_ELAPSED; ++i) {
     int32_t nameLen = (int32_t) strlen(aAggs[i].name);
     if (len != nameLen) {
@@ -519,7 +519,7 @@ static bool function_setup(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResultInfo
   if (pResultInfo->initialized) {
     return false;
   }
-  
+
   memset(pCtx->pOutput, 0, (size_t)pCtx->outputBytes);
   initResultInfo(pResultInfo, pCtx->interBufBytes);
   return true;
@@ -537,7 +537,7 @@ static void function_finalizer(SQLFunctionCtx *pCtx) {
   if (pResInfo->hasResult != DATA_SET_FLAG) {
     setNull(pCtx->pOutput, pCtx->outputType, pCtx->outputBytes);
   }
-  
+
   doFinalizer(pCtx);
 }
 
@@ -547,7 +547,7 @@ static void function_finalizer(SQLFunctionCtx *pCtx) {
  */
 static void count_function(SQLFunctionCtx *pCtx) {
   int32_t numOfElem = 0;
-  
+
   /*
    * 1. column data missing (schema modified) causes pCtx->hasNull == true. pCtx->preAggVals.isSet == true;
    * 2. for general non-primary key columns, pCtx->hasNull may be true or false, pCtx->preAggVals.isSet == true;
@@ -562,7 +562,7 @@ static void count_function(SQLFunctionCtx *pCtx) {
         if (isNull(val, pCtx->inputType)) {
           continue;
         }
-        
+
         numOfElem += 1;
       }
     } else {
@@ -570,11 +570,11 @@ static void count_function(SQLFunctionCtx *pCtx) {
       numOfElem = pCtx->size;
     }
   }
-  
+
   if (numOfElem > 0) {
     GET_RES_INFO(pCtx)->hasResult = DATA_SET_FLAG;
   }
-  
+
   *((int64_t *)pCtx->pOutput) += numOfElem;
   SET_VAL(pCtx, numOfElem, 1);
 }
@@ -584,7 +584,7 @@ static void count_func_merge(SQLFunctionCtx *pCtx) {
   for (int32_t i = 0; i < pCtx->size; ++i) {
     *((int64_t *)pCtx->pOutput) += pData[i];
   }
-  
+
   SET_VAL(pCtx, pCtx->size, 1);
 }
 
@@ -679,12 +679,12 @@ int32_t noDataRequired(SQLFunctionCtx *pCtx, STimeWindow* w, int32_t colId) {
 
 static void do_sum(SQLFunctionCtx *pCtx) {
   int32_t notNullElems = 0;
-  
+
   // Only the pre-computing information loaded and actual data does not loaded
   if (pCtx->preAggVals.isSet) {
     notNullElems = pCtx->size - pCtx->preAggVals.statis.numOfNull;
     assert(pCtx->size >= pCtx->preAggVals.statis.numOfNull);
-    
+
     if (IS_SIGNED_NUMERIC_TYPE(pCtx->inputType)) {
       int64_t *retVal = (int64_t *)pCtx->pOutput;
       *retVal += pCtx->preAggVals.statis.sum;
@@ -731,10 +731,10 @@ static void do_sum(SQLFunctionCtx *pCtx) {
       LIST_ADD_N_DOUBLE_FLOAT(*retVal, pCtx, pData, float, notNullElems, pCtx->inputType);
     }
   }
-  
+
   // data in the check operation are all null, not output
   SET_VAL(pCtx, notNullElems, 1);
-  
+
   if (notNullElems > 0) {
     GET_RES_INFO(pCtx)->hasResult = DATA_SET_FLAG;
   }
@@ -742,7 +742,7 @@ static void do_sum(SQLFunctionCtx *pCtx) {
 
 static void sum_function(SQLFunctionCtx *pCtx) {
   do_sum(pCtx);
-  
+
   // keep the result data in output buffer, not in the intermediate buffer
   SResultRowCellInfo *pResInfo = GET_RES_INFO(pCtx);
   if (pResInfo->hasResult == DATA_SET_FLAG && pCtx->stableQuery) {
@@ -778,7 +778,7 @@ static void sum_func_merge(SQLFunctionCtx *pCtx) {
 
   SET_VAL(pCtx, notNullElems, 1);
   SResultRowCellInfo *pResInfo = GET_RES_INFO(pCtx);
-  
+
   if (notNullElems > 0) {
     pResInfo->hasResult = DATA_SET_FLAG;
   }
@@ -797,7 +797,7 @@ static int32_t firstFuncRequired(SQLFunctionCtx *pCtx, STimeWindow* w, int32_t c
   if (pCtx->order == TSDB_ORDER_DESC) {
     return BLK_DATA_NO_NEEDED;
   }
-  
+
   // no result for first query, data block is required
   if (GET_RES_INFO(pCtx) == NULL || GET_RES_INFO(pCtx)->numOfRes <= 0) {
     return BLK_DATA_ALL_NEEDED;
@@ -810,7 +810,7 @@ static int32_t lastFuncRequired(SQLFunctionCtx *pCtx, STimeWindow* w, int32_t co
   if (pCtx->order != pCtx->param[0].i64) {
     return BLK_DATA_NO_NEEDED;
   }
-  
+
   if (GET_RES_INFO(pCtx) == NULL || GET_RES_INFO(pCtx)->numOfRes <= 0) {
     return BLK_DATA_ALL_NEEDED;
   } else {
@@ -866,17 +866,17 @@ static int32_t lastDistFuncRequired(SQLFunctionCtx *pCtx, STimeWindow* w, int32_
  */
 static void avg_function(SQLFunctionCtx *pCtx) {
   int32_t notNullElems = 0;
-  
+
   // NOTE: keep the intermediate result into the interResultBuf
   SResultRowCellInfo *pResInfo = GET_RES_INFO(pCtx);
-  
+
   SAvgInfo *pAvgInfo = (SAvgInfo *)GET_ROWCELL_INTERBUF(pResInfo);
   double   *pVal = &pAvgInfo->sum;
-  
+
   if (pCtx->preAggVals.isSet) { // Pre-aggregation
     notNullElems = pCtx->size - pCtx->preAggVals.statis.numOfNull;
     assert(notNullElems >= 0);
-    
+
     if (IS_SIGNED_NUMERIC_TYPE(pCtx->inputType)) {
       *pVal += pCtx->preAggVals.statis.sum;
     }  else if (IS_UNSIGNED_NUMERIC_TYPE(pCtx->inputType)) {
@@ -886,7 +886,7 @@ static void avg_function(SQLFunctionCtx *pCtx) {
     }
   } else {
     void *pData = GET_INPUT_DATA_LIST(pCtx);
-    
+
     if (pCtx->inputType == TSDB_DATA_TYPE_TINYINT) {
       LIST_ADD_N(*pVal, pCtx, pData, int8_t, notNullElems, pCtx->inputType);
     } else if (pCtx->inputType == TSDB_DATA_TYPE_SMALLINT) {
@@ -909,18 +909,18 @@ static void avg_function(SQLFunctionCtx *pCtx) {
       LIST_ADD_N(*pVal, pCtx, pData, uint64_t, notNullElems, pCtx->inputType);
     }
   }
-  
+
   if (!pCtx->hasNull) {
     assert(notNullElems == pCtx->size);
   }
-  
+
   SET_VAL(pCtx, notNullElems, 1);
   pAvgInfo->num += notNullElems;
-  
+
   if (notNullElems > 0) {
     pResInfo->hasResult = DATA_SET_FLAG;
   }
-  
+
   // keep the data into the final output buffer for super table query since this execution may be the last one
   if (pCtx->stableQuery) {
     memcpy(pCtx->pOutput, GET_ROWCELL_INTERBUF(pResInfo), sizeof(SAvgInfo));
@@ -929,18 +929,18 @@ static void avg_function(SQLFunctionCtx *pCtx) {
 
 static void avg_func_merge(SQLFunctionCtx *pCtx) {
   SResultRowCellInfo *pResInfo = GET_RES_INFO(pCtx);
-  
+
   double *sum = (double*) pCtx->pOutput;
   char   *input = GET_INPUT_DATA_LIST(pCtx);
-  
+
   for (int32_t i = 0; i < pCtx->size; ++i, input += pCtx->inputBytes) {
     SAvgInfo *pInput = (SAvgInfo *)input;
     if (pInput->num == 0) {  // current input is null
       continue;
     }
-    
+
     SET_DOUBLE_VAL(sum, *sum + pInput->sum);
-    
+
     // keep the number of data into the temp buffer
     *(int64_t *)GET_ROWCELL_INTERBUF(pResInfo) += pInput->num;
   }
@@ -951,10 +951,10 @@ static void avg_func_merge(SQLFunctionCtx *pCtx) {
  */
 static void avg_finalizer(SQLFunctionCtx *pCtx) {
   SResultRowCellInfo *pResInfo = GET_RES_INFO(pCtx);
-  
+
   if (pCtx->currentStage == MERGE_STAGE) {
     assert(pCtx->inputType == TSDB_DATA_TYPE_BINARY);
-    
+
     if (GET_INT64_VAL(GET_ROWCELL_INTERBUF(pResInfo)) <= 0) {
       setNull(pCtx->pOutput, pCtx->outputType, pCtx->outputBytes);
       return;
@@ -964,15 +964,15 @@ static void avg_finalizer(SQLFunctionCtx *pCtx) {
   } else {  // this is the secondary merge, only in the secondary merge, the input type is TSDB_DATA_TYPE_BINARY
     assert(IS_NUMERIC_TYPE(pCtx->inputType));
     SAvgInfo *pAvgInfo = (SAvgInfo *)GET_ROWCELL_INTERBUF(pResInfo);
-    
+
     if (pAvgInfo->num == 0) {  // all data are NULL or empty table
       setNull(pCtx->pOutput, pCtx->outputType, pCtx->outputBytes);
       return;
     }
-    
+
     SET_DOUBLE_VAL((double *)pCtx->pOutput, pAvgInfo->sum / pAvgInfo->num);
   }
-  
+
   // cannot set the numOfIteratedElems again since it is set during previous iteration
   GET_RES_INFO(pCtx)->numOfRes = 1;
   doFinalizer(pCtx);
@@ -992,7 +992,7 @@ static void minMax_function(SQLFunctionCtx *pCtx, char *pOutput, int32_t isMin,
 
     void*   tval = NULL;
     int16_t index = 0;
-    
+
     if (isMin) {
       tval = &pCtx->preAggVals.statis.min;
       index = pCtx->preAggVals.statis.minIndex;
@@ -1000,7 +1000,7 @@ static void minMax_function(SQLFunctionCtx *pCtx, char *pOutput, int32_t isMin,
       tval = &pCtx->preAggVals.statis.max;
       index = pCtx->preAggVals.statis.maxIndex;
     }
-    
+
     TSKEY key = TSKEY_INITIAL_VAL;
     if (pCtx->ptsList != NULL) {
       /**
@@ -1016,23 +1016,23 @@ static void minMax_function(SQLFunctionCtx *pCtx, char *pOutput, int32_t isMin,
       // the index is the original position, not the relative position
       key = pCtx->ptsList[index];
     }
-    
+
     if (IS_SIGNED_NUMERIC_TYPE(pCtx->inputType)) {
       int64_t val = GET_INT64_VAL(tval);
       if (pCtx->inputType == TSDB_DATA_TYPE_TINYINT) {
         int8_t *data = (int8_t *)pOutput;
-        
+
         UPDATE_DATA(pCtx, *data, (int8_t)val, notNullElems, isMin, key);
       } else if (pCtx->inputType == TSDB_DATA_TYPE_SMALLINT) {
         int16_t *data = (int16_t *)pOutput;
-        
+
         UPDATE_DATA(pCtx, *data, (int16_t)val, notNullElems, isMin, key);
       } else if (pCtx->inputType == TSDB_DATA_TYPE_INT) {
         int32_t *data = (int32_t *)pOutput;
 #if defined(_DEBUG_VIEW)
         qDebug("max value updated according to pre-cal:%d", *data);
 #endif
-        
+
         if ((*data < val) ^ isMin) {
           *data = (int32_t)val;
           for (int32_t i = 0; i < (pCtx)->tagInfo.numOfTagCols; ++i) {
@@ -1041,7 +1041,7 @@ static void minMax_function(SQLFunctionCtx *pCtx, char *pOutput, int32_t isMin,
               __ctx->tag.i64 = key;
               __ctx->tag.nType = TSDB_DATA_TYPE_BIGINT;
             }
-            
+
             aAggs[TSDB_FUNC_TAG].xFunction(__ctx);
           }
         }
@@ -1073,18 +1073,18 @@ static void minMax_function(SQLFunctionCtx *pCtx, char *pOutput, int32_t isMin,
     } else if (pCtx->inputType == TSDB_DATA_TYPE_FLOAT) {
       float *data = (float *)pOutput;
       double val = GET_DOUBLE_VAL(tval);
-      
+
       UPDATE_DATA(pCtx, *data, (float)val, notNullElems, isMin, key);
     }
-    
+
     return;
   }
-  
+
   void  *p = GET_INPUT_DATA_LIST(pCtx);
   TSKEY *tsList = GET_TS_LIST(pCtx);
 
   *notNullElems = 0;
-  
+
   if (IS_SIGNED_NUMERIC_TYPE(pCtx->inputType)) {
     if (pCtx->inputType == TSDB_DATA_TYPE_TINYINT) {
       TYPED_LOOPCHECK_N(int8_t, pOutput, p, pCtx, pCtx->inputType, isMin, *notNullElems);
@@ -1093,12 +1093,12 @@ static void minMax_function(SQLFunctionCtx *pCtx, char *pOutput, int32_t isMin,
     } else if (pCtx->inputType == TSDB_DATA_TYPE_INT) {
       int32_t *pData = p;
       int32_t *retVal = (int32_t*) pOutput;
-      
+
       for (int32_t i = 0; i < pCtx->size; ++i) {
         if (pCtx->hasNull && isNull((const char*)&pData[i], pCtx->inputType)) {
           continue;
         }
-        
+
         if ((*retVal < pData[i]) ^ isMin) {
           *retVal = pData[i];
           if(tsList) {
@@ -1135,9 +1135,9 @@ static bool min_func_setup(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResultInfo
   if (!function_setup(pCtx, pResultInfo)) {
     return false;  // not initialized since it has been initialized
   }
-  
+
   GET_TRUE_DATA_TYPE();
-  
+
   switch (type) {
     case TSDB_DATA_TYPE_TINYINT:
       *((int8_t *)pCtx->pOutput) = INT8_MAX;
@@ -1180,9 +1180,9 @@ static bool max_func_setup(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResultInfo
   if (!function_setup(pCtx, pResultInfo)) {
     return false;  // not initialized since it has been initialized
   }
-  
+
   GET_TRUE_DATA_TYPE();
-  
+
   switch (type) {
     case TSDB_DATA_TYPE_INT:
       *((int32_t *)pCtx->pOutput) = INT32_MIN;
@@ -1217,7 +1217,7 @@ static bool max_func_setup(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResultInfo
     default:
       qError("illegal data type:%d in min/max query", pCtx->inputType);
   }
-  
+
   return true;
 }
 
@@ -1227,13 +1227,13 @@ static bool max_func_setup(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResultInfo
 static void min_function(SQLFunctionCtx *pCtx) {
   int32_t notNullElems = 0;
   minMax_function(pCtx, pCtx->pOutput, 1, &notNullElems);
-  
+
   SET_VAL(pCtx, notNullElems, 1);
-  
+
   if (notNullElems > 0) {
     SResultRowCellInfo *pResInfo = GET_RES_INFO(pCtx);
     pResInfo->hasResult = DATA_SET_FLAG;
-    
+
     // set the flag for super table query
     if (pCtx->stableQuery) {
       *(pCtx->pOutput + pCtx->inputBytes) = DATA_SET_FLAG;
@@ -1244,13 +1244,13 @@ static void min_function(SQLFunctionCtx *pCtx) {
 static void max_function(SQLFunctionCtx *pCtx) {
   int32_t notNullElems = 0;
   minMax_function(pCtx, pCtx->pOutput, 0, &notNullElems);
-  
+
   SET_VAL(pCtx, notNullElems, 1);
-  
+
   if (notNullElems > 0) {
     SResultRowCellInfo *pResInfo = GET_RES_INFO(pCtx);
     pResInfo->hasResult = DATA_SET_FLAG;
-    
+
     // set the flag for super table query
     if (pCtx->stableQuery) {
       *(pCtx->pOutput + pCtx->inputBytes) = DATA_SET_FLAG;
@@ -1260,16 +1260,16 @@ static void max_function(SQLFunctionCtx *pCtx) {
 
 static int32_t minmax_merge_impl(SQLFunctionCtx *pCtx, int32_t bytes, char *output, bool isMin) {
   int32_t notNullElems = 0;
-  
+
   GET_TRUE_DATA_TYPE();
   assert(pCtx->stableQuery);
-  
+
   for (int32_t i = 0; i < pCtx->size; ++i) {
     char *input = GET_INPUT_DATA(pCtx, i);
     if (input[bytes] != DATA_SET_FLAG) {
       continue;
     }
-    
+
     switch (type) {
       case TSDB_DATA_TYPE_TINYINT: {
         int8_t v = GET_INT8_VAL(input);
@@ -1285,12 +1285,12 @@ static int32_t minmax_merge_impl(SQLFunctionCtx *pCtx, int32_t bytes, char *outp
         int32_t v = GET_INT32_VAL(input);
         if ((*(int32_t *)output < v) ^ isMin) {
           *(int32_t *)output = v;
-          
+
           for (int32_t j = 0; j < pCtx->tagInfo.numOfTagCols; ++j) {
             SQLFunctionCtx *__ctx = pCtx->tagInfo.pTagCtxList[j];
             aAggs[TSDB_FUNC_TAG].xFunction(__ctx);
           }
-          
+
           notNullElems++;
         }
         break;
@@ -1339,15 +1339,15 @@ static int32_t minmax_merge_impl(SQLFunctionCtx *pCtx, int32_t bytes, char *outp
         break;
     }
   }
-  
+
   return notNullElems;
 }
 
 static void min_func_merge(SQLFunctionCtx *pCtx) {
   int32_t notNullElems = minmax_merge_impl(pCtx, pCtx->outputBytes, pCtx->pOutput, 1);
-  
+
   SET_VAL(pCtx, notNullElems, 1);
-  
+
   SResultRowCellInfo *pResInfo = GET_RES_INFO(pCtx);
   if (notNullElems > 0) {
     pResInfo->hasResult = DATA_SET_FLAG;
@@ -1356,9 +1356,9 @@ static void min_func_merge(SQLFunctionCtx *pCtx) {
 
 static void max_func_merge(SQLFunctionCtx *pCtx) {
   int32_t numOfElem = minmax_merge_impl(pCtx, pCtx->outputBytes, pCtx->pOutput, 0);
-  
+
   SET_VAL(pCtx, numOfElem, 1);
-  
+
   SResultRowCellInfo *pResInfo = GET_RES_INFO(pCtx);
   if (numOfElem > 0) {
     pResInfo->hasResult = DATA_SET_FLAG;
@@ -4870,7 +4870,8 @@ static void elapsedFinalizer(SQLFunctionCtx *pCtx) {
   }
 
   SElapsedInfo *pInfo = GET_ROWCELL_INTERBUF(GET_RES_INFO(pCtx));
-  *(double *)pCtx->pOutput = (double)pInfo->max - (double)pInfo->min;
+  double result = (double)pInfo->max - (double)pInfo->min;
+  *(double *)pCtx->pOutput = result >= 0 ? result : -result;
   if (pCtx->numOfParams > 0 && pCtx->param[0].i64 > 0) {
     *(double *)pCtx->pOutput = *(double *)pCtx->pOutput / pCtx->param[0].i64;
   }
diff --git a/tests/develop-test/5-taos-tools/taosdump/taosdumpTestTypeJson.py b/tests/develop-test/5-taos-tools/taosdump/taosdumpTestTypeJson.py
new file mode 100644
index 0000000000000000000000000000000000000000..14297ee867e0830fae8a776bfc7902e3f6ee4d9c
--- /dev/null
+++ b/tests/develop-test/5-taos-tools/taosdump/taosdumpTestTypeJson.py
@@ -0,0 +1,111 @@
+###################################################################
+#           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 os
+from util.log import *
+from util.cases import *
+from util.sql import *
+from util.dnodes import *
+import subprocess
+
+
+class TDTestCase:
+    def caseDescription(self):
+        '''
+        case1<sdsang>: [TD-12362] taosdump supports JSON
+        '''
+        return
+
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor(), logSql)
+        self.tmpdir = "tmp"
+
+    def getBuildPath(self):
+        selfPath = os.path.dirname(os.path.realpath(__file__))
+
+        if ("community" in selfPath):
+            projPath = selfPath[:selfPath.find("community")]
+        else:
+            projPath = selfPath[:selfPath.find("tests")]
+
+        for root, dirs, files in os.walk(projPath):
+            if ("taosdump" in files):
+                rootRealPath = os.path.dirname(os.path.realpath(root))
+                if ("packaging" not in rootRealPath):
+                    buildPath = root[:len(root) - len("/build/bin")]
+                    break
+        return buildPath
+
+    def run(self):
+        tdSql.prepare()
+
+        tdSql.execute("drop database if exists db")
+        tdSql.execute("create database db  days 11 keep 3649 blocks 8 ")
+
+        tdSql.execute("use db")
+        tdSql.execute(
+            "create table st(ts timestamp, c1 int) tags(jtag JSON)")
+        tdSql.execute("create table t1 using st tags('{\"location\": \"beijing\"}')")
+        tdSql.execute("insert into t1 values(1500000000000, 1)")
+
+        buildPath = self.getBuildPath()
+        if (buildPath == ""):
+            tdLog.exit("taosdump not found!")
+        else:
+            tdLog.info("taosdump found in %s" % buildPath)
+        binPath = buildPath + "/build/bin/"
+
+        if not os.path.exists(self.tmpdir):
+            os.makedirs(self.tmpdir)
+        else:
+            print("directory exists")
+            os.system("rm -rf %s" % self.tmpdir)
+            os.makedirs(self.tmpdir)
+
+        os.system("%staosdump --databases db -o %s" % (binPath, self.tmpdir))
+
+        tdSql.execute("drop database db")
+
+        os.system("%staosdump -i %s" % (binPath, self.tmpdir))
+
+        tdSql.query("show databases")
+        tdSql.checkRows(1)
+
+        tdSql.execute("use db")
+        tdSql.query("show stables")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 'st')
+
+        tdSql.query("show tables")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 't1')
+
+        tdSql.query("select jtag->'location' from st")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, "\"beijing\"")
+
+        tdSql.query("select * from st where jtag contains 'location'")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(0, 2, '{\"location\":\"beijing\"}')
+
+
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())
diff --git a/tests/develop-test/fulltest-query.sh b/tests/develop-test/fulltest-query.sh
index 426d901240fadd69c9fed992b046c04b5f6d212b..b5147d20a399e6e19bcb7d84985a83a187429780 100755
--- a/tests/develop-test/fulltest-query.sh
+++ b/tests/develop-test/fulltest-query.sh
@@ -1,3 +1,3 @@
 python3 ./test.py -f 2-query/ts_hidden_column.py
 python3 ./test.py -f 2-query/union-order.py
-python3 ./test.py -f 2-query/session_two_stage.py
\ No newline at end of file
+python3 ./test.py -f 2-query/session_two_stage.py
diff --git a/tests/develop-test/fulltest-taosAdapter.sh b/tests/develop-test/fulltest-taosAdapter.sh
index 8269dbb5bc0fce1dbc67a36e09edc21ac1ee5f26..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 100755
--- a/tests/develop-test/fulltest-taosAdapter.sh
+++ b/tests/develop-test/fulltest-taosAdapter.sh
@@ -1 +0,0 @@
-python3 ./test.py -f 1-insert/batchInsert.py
diff --git a/tests/develop-test/fulltest-tools.sh b/tests/develop-test/fulltest-tools.sh
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..52e6ac28bfc62be3106150c05f95e249a4c62b54 100755
--- a/tests/develop-test/fulltest-tools.sh
+++ b/tests/develop-test/fulltest-tools.sh
@@ -0,0 +1 @@
+python3 ./test.py -f 5-taos-tools/taosdump/taosdumpTestTypeJson.py
diff --git a/tests/develop-test/session_two_stage.py b/tests/develop-test/session_two_stage.py
new file mode 100644
index 0000000000000000000000000000000000000000..ca17814c8e31a2f7e9aca3712655cb50f6a0f0b8
--- /dev/null
+++ b/tests/develop-test/session_two_stage.py
@@ -0,0 +1,109 @@
+###################################################################
+#           Copyright (c) 2020 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 -*-
+
+from posixpath import split
+import sys
+import os 
+
+from util.log import *
+from util.cases import *
+from util.sql import *
+from util.dnodes import *
+
+class TDTestCase:
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor(), logSql)
+        
+        self.ts = 1420041600000 # 2015-01-01 00:00:00  this is begin time for first record
+        self.num = 10
+
+    def getBuildPath(self):
+        selfPath = os.path.dirname(os.path.realpath(__file__))
+
+        if ("community" in selfPath):
+            projPath = selfPath[:selfPath.find("community")]
+        else:
+            projPath = selfPath[:selfPath.find("tests")]
+
+        for root, dirs, files in os.walk(projPath):
+            if ("taosd" in files):
+                rootRealPath = os.path.dirname(os.path.realpath(root))
+                if ("packaging" not in rootRealPath):
+                    buildPath = root[:len(root) - len("/build/bin")]
+                    break
+        return buildPath
+
+
+    def caseDescription(self):
+
+        '''
+        case1 <shenglian zhou>: [TD-12344] : fix session window for super table two stage query
+        ''' 
+        return 
+
+    def getBuildPath(self):
+        selfPath = os.path.dirname(os.path.realpath(__file__))
+
+        if ("community" in selfPath):
+            projPath = selfPath[:selfPath.find("community")]
+        else:
+            projPath = selfPath[:selfPath.find("tests")]
+
+        for root, dirs, files in os.walk(projPath):
+            if ("taosd" in files):
+                rootRealPath = os.path.dirname(os.path.realpath(root))
+                if ("packaging" not in rootRealPath):
+                    buildPath = root[:len(root)-len("/build/bin")]
+                    break
+        return buildPath
+
+    def getcfgPath(self):
+        selfPath = os.path.dirname(os.path.realpath(__file__))
+        print(selfPath)
+        if ("community" in selfPath):
+            projPath = selfPath[:selfPath.find("community")]
+        else:
+            projPath = selfPath[:selfPath.find("tests")]
+        
+        cfgPath = projPath + "/sim/dnode1/cfg  "
+        return cfgPath
+
+        
+
+   
+    def run(self):
+        tdSql.prepare()
+        tdSql.execute("create database if not exists testdb keep 36500;")
+        tdSql.execute("use testdb;")
+        tdSql.execute("create stable st (ts timestamp , id int , value double) tags(hostname binary(10) ,ind int);")
+        for i in range(self.num):
+            tdSql.execute("insert into sub_%s using st tags('host_%s' , %d) values (%d , %d , %f );"%(str(i),str(i),i*10,self.ts+10000*i,i*2,i+10.00))
+
+        tdSql.query('select elapsed(ts,10s) from sub_1  where ts>="2015-01-01 00:00:00.000"  and ts < "2015-01-01 00:10:00.000" session(ts,1d) ;')
+
+        cfg_path = self.getcfgPath()
+        print(cfg_path)
+        tdSql.query('select elapsed(ts,10s) from st   where ts>="2015-01-01 00:00:00.000"  and ts < "2015-01-01 00:10:00.000" session(ts,1d) group by tbname;')  # session not support super table
+        tdSql.checkRows(10) 
+         
+    
+
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())
+
+
diff --git a/tests/pytest/fulltest-cluster.sh b/tests/pytest/fulltest-cluster.sh
new file mode 100755
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/tests/pytest/fulltest-taosAdapter.sh b/tests/pytest/fulltest-taosAdapter.sh
new file mode 100755
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/tests/pytest/functions/function_elapsed_case.py b/tests/pytest/functions/function_elapsed_case.py
index 98a76ab9a82aaa09bdad86a8bb1fc2030b58043e..50fbb0fe3244ec214e040f43962321a28ed31d9b 100644
--- a/tests/pytest/functions/function_elapsed_case.py
+++ b/tests/pytest/functions/function_elapsed_case.py
@@ -59,7 +59,7 @@ class ElapsedCase:
         tdSql.query("select elapsed(ts), elapsed(ts, 10m), elapsed(ts, 100m) from st1 where ts > '2021-11-22 00:00:00' and ts < '2021-11-23 00:00:00' group by tbname")
         tdSql.checkEqual(int(tdSql.getData(0, 1)), 99)
         tdSql.checkEqual(int(tdSql.getData(0, 2)), 9)
-        # stddev(f), 
+        # stddev(f),
         tdSql.query("select elapsed(ts), count(*), avg(f), twa(f), irate(f), sum(f), min(f), max(f), first(f), last(f), apercentile(i, 30), last_row(i), spread(i) "
                     "from st1 where ts > '2021-11-22 00:00:00' and ts < '2021-11-23 00:00:00' group by tbname")
         tdSql.checkRows(2)
@@ -100,7 +100,7 @@ class ElapsedCase:
 
         tdSql.query("select elapsed(ts) from t1 where ts > '2021-11-22 00:00:00' and ts < '2021-11-23 00:00:00' session(ts, 70s)")
         tdSql.checkRows(1)
-    
+
     # It has little to do with the elapsed function, so just simple test.
     def stateWindowTest(self):
         tdSql.execute("use wxy_db")
@@ -110,7 +110,7 @@ class ElapsedCase:
 
         tdSql.query("select elapsed(ts) from t1 where ts > '2021-11-22 00:00:00' and ts < '2021-11-23 00:00:00' state_window(b)")
         tdSql.checkRows(2)
-    
+
     def intervalTest(self):
         tdSql.execute("use wxy_db")
 
@@ -186,7 +186,7 @@ class ElapsedCase:
             else:
                 subtable[result[i][tbnameCol]].append(result[i][elapsedCol])
         return subtable
-    
+
     def doOrderbyCheck(self, resultAsc, resultdesc):
         resultRows = len(resultAsc)
         for i in range(resultRows):
@@ -222,6 +222,13 @@ class ElapsedCase:
         self.orderbyForStableCheck("select elapsed(ts) from st1 where ts > '2021-11-22 00:00:00' and ts < '2021-11-23 00:00:00' interval(222m) group by tbname", 1, 2)
         self.orderbyForStableCheck("select elapsed(ts) from st1 where ts > '2021-11-22 00:00:00' and ts < '2021-11-23 00:00:00' interval(1000m) group by tbname", 1, 2)
 
+        #nested query
+        resAsc = tdSql.getResult("select elapsed(ts) from (select csum(i) from t1 where ts > '2021-11-22 00:00:00' and ts < '2021-11-23 00:00:00')")
+        resDesc = tdSql.getResult("select elapsed(ts) from (select csum(i) from t1 where ts > '2021-11-22 00:00:00' and ts < '2021-11-23 00:00:00' order by ts desc)")
+        resRows = len(resAsc)
+        for i in range(resRows):
+            tdSql.checkEqual(resAsc[i][0], resDesc[resRows - i - 1][0])
+
     def slimitCheck(self, sql):
         tdSql.checkEqual(tdSql.query(sql + " slimit 0"), 0)
         tdSql.checkEqual(tdSql.query(sql + " slimit 1 soffset 0"), tdSql.query(sql + " slimit 0, 1"))
@@ -307,7 +314,7 @@ class ElapsedCase:
                            "select elapsed(ts) from st1 where ts > '2021-11-22 00:00:00' and ts < '2021-11-22 02:00:00' group by tbname")
         self.unionAllCheck("select elapsed(ts) from st1 where ts > '2021-11-22 00:00:00' and ts < '2021-11-23 00:00:00' interval(1m) group by tbname",
                            "select elapsed(ts) from st1 where ts > '2021-11-22 00:00:00' and ts < '2021-11-23 00:00:00' interval(222m) group by tbname")
-    
+
     # It has little to do with the elapsed function, so just simple test.
     def continuousQueryTest(self):
         tdSql.execute("use wxy_db")
diff --git a/tests/system-test/fulltest-insert.sh b/tests/system-test/fulltest-insert.sh
index 8269dbb5bc0fce1dbc67a36e09edc21ac1ee5f26..383342fdb873d37a1389260fb579ff7de3b7d259 100755
--- a/tests/system-test/fulltest-insert.sh
+++ b/tests/system-test/fulltest-insert.sh
@@ -1 +1 @@
-python3 ./test.py -f 1-insert/batchInsert.py
+#python3 ./test.py -f 1-insert/batchInsert.py
diff --git a/tests/system-test/fulltest-others.sh b/tests/system-test/fulltest-others.sh
index eea6e856ba170ebfcf64df8e63dbe91abbaf2c38..e098631f97ee913ad22ed5f30abbc8212798a53d 100755
--- a/tests/system-test/fulltest-others.sh
+++ b/tests/system-test/fulltest-others.sh
@@ -1 +1 @@
-python3 ./test.py -f 0-others/json_tag.py
+python3 ./test.py -f 0-others/create_col_tag.py
diff --git a/tests/system-test/fulltest-query.sh b/tests/system-test/fulltest-query.sh
index 0a4b8c49a8096ff72e4ad616ed7759e17a90c04f..1db24953488aedeaac3ef8d378f317f09c6c7f71 100755
--- a/tests/system-test/fulltest-query.sh
+++ b/tests/system-test/fulltest-query.sh
@@ -1,2 +1,4 @@
-python3 ./test.py -f 2-query/ts_hidden_column.py
-python3 ./test.py -f 2-query/union-order.py
\ No newline at end of file
+python3 ./test.py -f 2-query/TD-11389.py
+python3 ./test.py -f 2-query/TD-11945_crash.py
+python3 ./test.py -f 2-query/TD-12340-12342.py
+python3 ./test.py -f 2-query/TD-12344.py
\ No newline at end of file
diff --git a/tests/system-test/fulltest-taosAdapter.sh b/tests/system-test/fulltest-taosAdapter.sh
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..181a29d458b5095dd3af48a073d725ba7b1453b1 100755
--- a/tests/system-test/fulltest-taosAdapter.sh
+++ b/tests/system-test/fulltest-taosAdapter.sh
@@ -0,0 +1,2 @@
+python3 ./test.py -f 4-taosAdapter/taosAdapter_insert.py
+python3 ./test.py -f 4-taosAdapter/taosAdapter_query.py
diff --git a/tests/system-test/fulltest-tools.sh b/tests/system-test/fulltest-tools.sh
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..382374efc38a1976cfc2de0c989129c03e157acf 100755
--- a/tests/system-test/fulltest-tools.sh
+++ b/tests/system-test/fulltest-tools.sh
@@ -0,0 +1 @@
+python3 ./test.py -f 5-taos-tools/basic.py