diff --git a/docs/examples/python/highvolume_faster_queue.py b/docs/examples/python/highvolume_faster_queue.py
new file mode 100644
index 0000000000000000000000000000000000000000..486f3c4865137a4fe7cdb5a2d22f74933a98b8bb
--- /dev/null
+++ b/docs/examples/python/highvolume_faster_queue.py
@@ -0,0 +1,197 @@
+# install dependencies:
+# python >= 3.8
+# pip3 install faster-fifo
+#
+import logging
+import sys
+import time
+from multiprocessing import Process
+from queue import Empty
+from typing import List
+
+logging.basicConfig(stream=sys.stdout, level=logging.DEBUG, format="%(asctime)s [%(name)s] - %(message)s")
+
+READ_TASK_COUNT = 1
+WRITE_TASK_COUNT = 1
+QUEUE_SIZE = 1000
+TABLE_COUNT = 1000
+MAX_BATCH_SIZE = 3000
+
+read_processes = []
+write_processes = []
+
+
+# ANCHOR: DataBaseMonitor
+class DataBaseMonitor:
+    """
+    Start a thread.
+    Prepare database and stable.
+    Statistic writing speed and print it every 10 seconds.
+    """
+
+    def __init__(self):
+        self.process = Process(target=self.run)
+        self.process.start()
+
+    def get_connection(self):
+        import taos
+        return taos.connect(host="localhost", user="root", password="taosdata", port=6030)
+
+    def prepare_database(self, conn):
+        conn.execute("DROP DATABASE IF EXISTS test")
+        conn.execute("CREATE DATABASE test")
+        conn.execute("CREATE STABLE test.meters (ts TIMESTAMP, current FLOAT, voltage INT, phase FLOAT) TAGS (location BINARY(64), groupId INT)")
+
+    def get_count(self, conn):
+        res = conn.query("SELECT count(*) FROM test.meters")
+        rows = res.fetch_all()
+        return rows[0][0] if rows else 0
+
+    def run(self):
+        log = logging.getLogger("DataBaseMonitor")
+        conn = self.get_connection()
+        self.prepare_database(conn)
+        last_count = 0
+        while True:
+            time.sleep(10)
+            count = self.get_count(conn)
+            log.info(f"count={count} speed={(count - last_count) / 10}")
+            last_count = count
+
+    def join(self):
+        self.process.join()
+
+    def stop(self):
+        self.process.terminate()
+
+
+# ANCHOR_END: DataBaseMonitor
+
+# ANCHOR: MockDataSource
+class MockDataSource:
+    location = ["LosAngeles", "SanDiego", "Hollywood", "Compton", "San Francisco"]
+    current = [8.8, 10.7, 9.9, 8.9, 9.4]
+    voltage = [119, 116, 111, 113, 118]
+    phase = [0.32, 0.34, 0.33, 0.329, 0.141]
+    max_rows_per_table = 10 ** 9
+
+    def __init__(self, tb_name_prefix, table_count):
+        self.table_name_prefix = tb_name_prefix
+        self.table_count = table_count
+        self.start_ms = round(time.time() * 1000) - self.max_rows_per_table * 100
+
+    def __iter__(self):
+        self.row = 0
+        self.table_id = -1
+        return self
+
+    def __next__(self):
+        self.table_id += 1
+        if self.table_id == self.table_count:
+            self.table_id = 0
+            self.row += 1
+        if self.row < self.max_rows_per_table:
+            ts = self.start_ms + 100 * self.row
+            group_id = self.table_id % 5 if self.table_id % 5 == 0 else self.table_id % 5 + 1
+            tb_name = self.table_name_prefix + '_' + str(self.table_id)
+            ri = self.row % 5
+            return self.table_id, f"{tb_name},{ts},{self.current[ri]},{self.voltage[ri]},{self.phase[ri]},{self.location[ri]},{group_id}"
+        else:
+            raise StopIteration
+
+
+# ANCHOR_END: MockDataSource
+
+# ANCHOR: read
+def run_read_task(task_id: int, task_queues: List[Queue]):
+    table_count_per_task = TABLE_COUNT // READ_TASK_COUNT
+    data_source = MockDataSource(f"tb{task_id}", table_count_per_task)
+    try:
+        for table_id, line in data_source:
+            i = table_id % len(task_queues)
+            task_queues[i].put(line, block=True)
+    except KeyboardInterrupt:
+        pass
+
+
+# ANCHOR_END: read
+
+# ANCHOR: write
+def run_write_task(task_id: int, queue: Queue):
+    from sql_writer import SQLWriter
+    log = logging.getLogger(f"WriteTask-{task_id}")
+    writer = SQLWriter(MAX_BATCH_SIZE)
+    try:
+        while True:
+            try:
+                line = queue.get(block=False)
+                writer.process_line(line)
+            except Empty:
+                if writer.buffered_count > 0:
+                    writer.flush()
+                else:
+                    time.sleep(0.01)
+    except KeyboardInterrupt:
+        pass
+    except BaseException as e:
+        msg = f"line={line}, buffer_count={writer.buffered_count}"
+        log.debug(msg)
+        raise e
+
+
+# ANCHOR_END: write
+
+def set_global_config():
+    argc = len(sys.argv)
+    if argc > 1:
+        global READ_TASK_COUNT
+        READ_TASK_COUNT = int(sys.argv[1])
+    if argc > 2:
+        global WRITE_TASK_COUNT
+        WRITE_TASK_COUNT = int(sys.argv[2])
+    if argc > 3:
+        global QUEUE_SIZE
+        QUEUE_SIZE = int(sys.argv[3])
+    if argc > 4:
+        global TABLE_COUNT
+        TABLE_COUNT = int(sys.argv[4])
+    if argc > 5:
+        global MAX_BATCH_SIZE
+        MAX_BATCH_SIZE = int(sys.argv[5])
+
+
+# ANCHOR: main
+def main():
+    set_global_config()
+    logging.info(f"READ_TASK_COUNT={READ_TASK_COUNT}, WRITE_TASK_COUNT={WRITE_TASK_COUNT}, QUEUE_SIZE={QUEUE_SIZE}, TABLE_COUNT={TABLE_COUNT}, MAX_BATCH_SIZE={MAX_BATCH_SIZE}")
+
+    database_monitor = DataBaseMonitor()
+    time.sleep(3)  # wait for database ready
+
+    task_queues: List[Queue] = []
+
+    for i in range(WRITE_TASK_COUNT):
+        queue = Queue(maxsize=QUEUE_SIZE)
+        task_queues.append(queue)
+        p = Process(target=run_write_task, args=(i, queue))
+        p.start()
+        logging.debug(f"WriteTask-{i} started with pid {p.pid}")
+        write_processes.append(p)
+
+    for i in range(READ_TASK_COUNT):
+        p = Process(target=run_read_task, args=(i, task_queues))
+        p.start()
+        logging.debug(f"ReadTask-{i} started with pid {p.pid}")
+        read_processes.append(p)
+
+    try:
+        database_monitor.join()
+    except KeyboardInterrupt:
+        database_monitor.stop()
+        [p.terminate() for p in read_processes]
+        [p.terminate() for p in write_processes]
+
+
+if __name__ == '__main__':
+    main()
+# ANCHOR_END: main
diff --git a/docs/examples/python/highvolume_example.py b/docs/examples/python/highvolume_mp_queue.py
similarity index 100%
rename from docs/examples/python/highvolume_example.py
rename to docs/examples/python/highvolume_mp_queue.py
diff --git a/docs/examples/python/sql_writer.py b/docs/examples/python/sql_writer.py
index 30f884fd6b8960ab8f433b25ccd1aba6704d4273..77a1e3264861c50e7763036503592144e0589f74 100644
--- a/docs/examples/python/sql_writer.py
+++ b/docs/examples/python/sql_writer.py
@@ -11,7 +11,7 @@ class SQLWriter:
         self._tb_values = {}
         self._tb_tags = {}
         self._conn = self.get_connection()
-        self._max_sql_lenght = self.get_max_sql_length()
+        self._max_sql_length = self.get_max_sql_length()
         self._conn.execute("USE test")
 
     def get_max_sql_length(self):
@@ -57,7 +57,7 @@ class SQLWriter:
         buf = []
         for tb_name, values in self._tb_values.items():
             q = tb_name + " VALUES " + values
-            if sql_len + len(q) >= self._max_sql_lenght:
+            if sql_len + len(q) >= self._max_sql_length:
                 sql += " ".join(buf)
                 self.execute_sql(sql)
                 sql = "INSERT INTO "