diff --git a/scripts/data-generation/.gitignore b/scripts/data-generation/.gitignore
new file mode 100644
index 0000000..96403d3
--- /dev/null
+++ b/scripts/data-generation/.gitignore
@@ -0,0 +1 @@
+__pycache__/*
diff --git a/scripts/data-generation/Dockerfile b/scripts/data-generation/Dockerfile
new file mode 100644
index 0000000..c7ab9f4
--- /dev/null
+++ b/scripts/data-generation/Dockerfile
@@ -0,0 +1,9 @@
+FROM tdengine/tdengine:3.2.3.0
+
+RUN apt update && apt install -y python3 python3-pip
+RUN pip3 install taospy
+
+COPY main.py /main.py
+COPY metrics.py /metrics.py
+
+CMD ["python3", "/main.py"]
diff --git a/scripts/data-generation/docker-compose.yaml b/scripts/data-generation/docker-compose.yaml
new file mode 100644
index 0000000..32132c7
--- /dev/null
+++ b/scripts/data-generation/docker-compose.yaml
@@ -0,0 +1,40 @@
+version: "3"
+services:
+    grafana: # min version image: grafana/grafana:7.5.0
+    # max version #
+      image: grafana/grafana:latest
+      pull_policy: always
+      ports:
+      - 3002:3000
+      environment:
+        GF_AUTH_ANONYMOUS_ENABLED: 1
+        GF_AUTH_ANONYMOUS_ORG_ROLE: Admin
+        GF_INSTALL_PLUGINS: https://github.com/taosdata/grafanaplugin/releases/download/v3.5.0/tdengine-datasource-3.5.0.zip;tdengine-datasource,marcusolsson-static-datasource,marcusolsson-dynamictext-panel
+      # volumes:
+      # - ./provisioning:/etc/grafana/provisioning
+      depends_on:
+      - tdengine
+    tdengine:
+        image: tdengine/tdengine:3.2.3.0
+        volumes:
+        - ./tdengine/taos.cfg:/etc/taos/taos.cfg
+        ports:
+        - "8041:6041"
+    taoskeeper:
+        image: tdengine/tdengine:3.2.3.0
+        depends_on:
+        - tdengine
+        environment:
+        - TAOS_KEEPER_TDENGINE_HOST=tdengine
+        volumes:
+        - ./tdengine/taos.cfg:/etc/taos/taos.cfg
+        ports:
+        - "8043:6043"
+        entrypoint:
+        - /bin/sh
+        - -c
+        - "while true; do taoskeeper --tdengine.host tdengine --taosAdapter.address tdengine:6041; done"
+    simulator-taosx:
+        image: image.cloud.taosdata.com/tdinsight/simulator-taosx:1.0.0
+        depends_on:
+        - tdengine
diff --git a/scripts/data-generation/main.py b/scripts/data-generation/main.py
new file mode 100644
index 0000000..a5f2769
--- /dev/null
+++ b/scripts/data-generation/main.py
@@ -0,0 +1,78 @@
+# coding:utf-8
+
+import time
+import random
+import taos
+import re
+from metrics import *
+
+host = "tdengine"
+conn = taos.connect(host=host)
+dbname = "log"
+write_interval = 3
+
+
+def select_db():
+    conn.execute("create database IF NOT EXISTS " + dbname)
+    conn.select_db(dbname)
+
+
+def clear_stable():
+    for stable in all_metrics:
+        stname = stable["stable_name"]
+        print(f"drop stable {stname}")
+        conn.execute("drop stable IF EXISTS " + stname)
+
+def rand_data(v):
+    try:
+        num, suffix = re.match(r"(\d+|\.\d+|\d+\.\d+)([a-z]\d+)", v).groups()
+        if suffix in ["u8", "u16", "u32", "u64", "i8", "i16", "i32", "i64"]:
+            num = int(num)
+            num = random.randint(0, num * 2)
+            v = f"{num}{suffix}"
+        elif suffix in ["f32", "f64"]:
+            num = float(num)
+            num = random.uniform(0, num * 2)
+            v = f"{num:.0f}{suffix}"
+    except:
+        print(f"indivisible v={v}")
+    return v
+
+
+def task():
+    lines = []
+    for stable in all_metrics:
+        stname = stable["stable_name"]
+        tags = stable["tags"]
+        metrics = stable["metrics"]
+
+        tags_list = []
+        for tag in tags:
+            tags_list.append(f'{tag["name"]}={tag["value"]}')
+
+        metrics_list = []
+        for metric in metrics:
+            k = metric["name"]
+            v = metric["value"]
+            v = rand_data(v)
+            metrics_list.append(f"{k}={v}")
+
+        line = f"{stname},{','.join(tags_list)} {','.join(metrics_list)} {int(time.time() * 1000)}"
+        lines.append(line)
+        print(line)
+
+    conn.schemaless_insert(
+        lines, taos.SmlProtocol.LINE_PROTOCOL, taos.SmlPrecision.MILLI_SECONDS
+    )
+
+
+def main():
+    select_db()
+    clear_stable()
+    while True:
+        task()
+        time.sleep(write_interval)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/scripts/data-generation/metrics.py b/scripts/data-generation/metrics.py
new file mode 100644
index 0000000..6d0d6ae
--- /dev/null
+++ b/scripts/data-generation/metrics.py
@@ -0,0 +1,755 @@
+all_metrics = [
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_sys",
+        "tags": [{"name": "taosx_id", "value": "taosx_id_1"}],
+        "metrics": [
+            {"name": "sys_cpu_cores", "value": "12f64"},
+            {"name": "sys_total_memory", "value": "8000000000"},
+            {"name": "sys_used_memory", "value": "4000000000f64"},
+            {"name": "sys_available_memory", "value": "2000000000f64"},
+            {"name": "process_uptime", "value": "100f64"},
+            {"name": "process_cpu_percent", "value": "30f64"},
+            {"name": "process_memory_percent", "value": "30f64"},
+            {"name": "process_net_read_bytes", "value": "6000000000f64"},
+            {"name": "process_net_written_bytes", "value": "6000000000f64"},
+            {"name": "process_disk_read_bytes", "value": "6000000000f64"},
+            {"name": "process_disk_written_bytes", "value": "6000000000f64"},
+            {"name": "process_id", "value": "12343f64"},
+            {"name": "running_tasks", "value": "31f64"},
+            {"name": "completed_tasks", "value": "32f64"},
+            {"name": "failed_tasks", "value": "33f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_agent",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "agent_id", "value": "agent_id_1"},
+            {"name": "agent_name", "value": "agent_name_1"},
+        ],
+        "metrics": [
+            {"name": "sys_cpu_cores", "value": "12f64"},
+            {"name": "sys_total_memory", "value": "8000000000"},
+            {"name": "sys_used_memory", "value": "4000000000f64"},
+            {"name": "sys_available_memory", "value": "2000000000f64"},
+            {"name": "process_uptime", "value": "100f64"},
+            {"name": "process_cpu_percent", "value": "30f64"},
+            {"name": "process_memory_percent", "value": "30f64"},
+            {"name": "process_start_time", "value": "350f64"},
+            {"name": "process_id", "value": "12343f64"},
+            {"name": "process_disk_read_bytes", "value": "6000000000f64"},
+            {"name": "process_disk_written_bytes", "value": "6000000000f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_agent",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "agent_id", "value": "agent_id_2"},
+            {"name": "agent_name", "value": "agent_name_2"},
+        ],
+        "metrics": [
+            {"name": "sys_cpu_cores", "value": "12f64"},
+            {"name": "sys_total_memory", "value": "8000000000"},
+            {"name": "sys_used_memory", "value": "4000000000f64"},
+            {"name": "sys_available_memory", "value": "2000000000f64"},
+            {"name": "process_uptime", "value": "100f64"},
+            {"name": "process_cpu_percent", "value": "30f64"},
+            {"name": "process_memory_percent", "value": "30f64"},
+            {"name": "process_start_time", "value": "350f64"},
+            {"name": "process_id", "value": "12343f64"},
+            {"name": "process_disk_read_bytes", "value": "6000000000f64"},
+            {"name": "process_disk_written_bytes", "value": "6000000000f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_connector",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "ds_name", "value": "influxdb"},
+            {"name": "task_id", "value": "task_id_6"},
+        ],
+        "metrics": [
+            {"name": "process_uptime", "value": "100f64"},
+            {"name": "process_cpu_percent", "value": "30f64"},
+            {"name": "process_memory_percent", "value": "30f64"},
+            {"name": "process_disk_read_bytes", "value": "6000000000f64"},
+            {"name": "process_disk_written_bytes", "value": "6000000000f64"},
+            {"name": "process_id", "value": "12343f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_connector",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "ds_name", "value": "opentsdb"},
+            {"name": "task_id", "value": "task_id_7"},
+        ],
+        "metrics": [
+            {"name": "process_uptime", "value": "100f64"},
+            {"name": "process_cpu_percent", "value": "30f64"},
+            {"name": "process_memory_percent", "value": "30f64"},
+            {"name": "process_disk_read_bytes", "value": "6000000000f64"},
+            {"name": "process_disk_written_bytes", "value": "6000000000f64"},
+            {"name": "process_id", "value": "12343f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_connector",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "ds_name", "value": "opcua"},
+            {"name": "task_id", "value": "task_id_2"},
+        ],
+        "metrics": [
+            {"name": "process_uptime", "value": "100f64"},
+            {"name": "process_cpu_percent", "value": "30f64"},
+            {"name": "process_memory_percent", "value": "30f64"},
+            {"name": "process_disk_read_bytes", "value": "6000000000f64"},
+            {"name": "process_disk_written_bytes", "value": "6000000000f64"},
+            {"name": "process_id", "value": "12343f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_connector",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "ds_name", "value": "opcda"},
+            {"name": "task_id", "value": "task_id_opcda_1"},
+        ],
+        "metrics": [
+            {"name": "process_uptime", "value": "100f64"},
+            {"name": "process_cpu_percent", "value": "30f64"},
+            {"name": "process_memory_percent", "value": "30f64"},
+            {"name": "process_disk_read_bytes", "value": "6000000000f64"},
+            {"name": "process_disk_written_bytes", "value": "6000000000f64"},
+            {"name": "process_id", "value": "12343f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_connector",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "ds_name", "value": "pi"},
+            {"name": "task_id", "value": "task_id_8"},
+        ],
+        "metrics": [
+            {"name": "process_uptime", "value": "100f64"},
+            {"name": "process_cpu_percent", "value": "30f64"},
+            {"name": "process_memory_percent", "value": "30f64"},
+            {"name": "process_disk_read_bytes", "value": "6000000000f64"},
+            {"name": "process_disk_written_bytes", "value": "6000000000f64"},
+            {"name": "process_id", "value": "12343f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_connector",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "ds_name", "value": "pibackfill"},
+            {"name": "task_id", "value": "task_id_9"},
+        ],
+        "metrics": [
+            {"name": "process_uptime", "value": "100f64"},
+            {"name": "process_cpu_percent", "value": "30f64"},
+            {"name": "process_memory_percent", "value": "30f64"},
+            {"name": "process_disk_read_bytes", "value": "6000000000f64"},
+            {"name": "process_disk_written_bytes", "value": "6000000000f64"},
+            {"name": "process_id", "value": "12343f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_connector",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "ds_name", "value": "mqtt"},
+            {"name": "task_id", "value": "task_id_4"},
+        ],
+        "metrics": [
+            {"name": "process_uptime", "value": "100f64"},
+            {"name": "process_cpu_percent", "value": "30f64"},
+            {"name": "process_memory_percent", "value": "30f64"},
+            {"name": "process_disk_read_bytes", "value": "6000000000f64"},
+            {"name": "process_disk_written_bytes", "value": "6000000000f64"},
+            {"name": "process_id", "value": "12343f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_connector",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "ds_name", "value": "mqtt"},
+            {"name": "task_id", "value": "task_id_5"},
+        ],
+        "metrics": [
+            {"name": "process_uptime", "value": "100f64"},
+            {"name": "process_cpu_percent", "value": "30f64"},
+            {"name": "process_memory_percent", "value": "30f64"},
+            {"name": "process_disk_read_bytes", "value": "6000000000f64"},
+            {"name": "process_disk_written_bytes", "value": "6000000000f64"},
+            {"name": "process_id", "value": "12343f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_task_tdengine2",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "task_id", "value": "task_id_13"},
+            {"name": "task_name", "value": "task_name_13"},
+        ],
+        "metrics": [
+            {"name": "total_execute_time", "value": "123456f64"},
+            {"name": "total_written_rows", "value": "1200f64"},
+            {"name": "total_written_points", "value": "60000f64"},
+            {"name": "start_time", "value": "12345678f64"},
+            {"name": "written_rows", "value": "1234f64"},
+            {"name": "written_points", "value": "123400f64"},
+            {"name": "execute_time", "value": "12345678f64"},
+            {"name": "read_concurrency", "value": "123f64"},
+            {"name": "total_stables", "value": "12f64"},
+            {"name": "total_updated_tags", "value": "11f64"},
+            {"name": "total_created_tables", "value": "12340f64"},
+            {"name": "total_tables", "value": "12345f64"},
+            {"name": "total_finished_tables", "value": "1234f64"},
+            {"name": "total_success_blocks", "value": "123450f64"},
+            {"name": "finished_tables", "value": "12345f64"},
+            {"name": "success_blocks", "value": "12345f64"},
+            {"name": "created_tables", "value": "12345f64"},
+            {"name": "updated_tags", "value": "15f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_task_tdengine3",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "task_id", "value": "task_id_1"},
+            {"name": "task_name", "value": "task_name_1"},
+        ],
+        "metrics": [
+            {"name": "total_execute_time", "value": "123456f64"},
+            {"name": "total_written_rows", "value": "1200f64"},
+            {"name": "total_written_points", "value": "60000f64"},
+            {"name": "start_time", "value": "12345678f64"},
+            {"name": "written_rows", "value": "1234f64"},
+            {"name": "written_points", "value": "123400f64"},
+            {"name": "execute_time", "value": "12345678f64"},
+            {"name": "total_messages", "value": "1234567f64"},
+            {"name": "total_messages_of_meta", "value": "1234f64"},
+            {"name": "total_messages_of_data", "value": "12345f64"},
+            {"name": "total_write_raw_fails", "value": "12f64"},
+            {"name": "total_success_blocks", "value": "123455f64"},
+            {"name": "topics", "value": "12f64"},
+            {"name": "consumers", "value": "123f64"},
+            {"name": "messages", "value": "12345678f64"},
+            {"name": "messages_of_meta", "value": "12345f64"},
+            {"name": "messages_of_data", "value": "123456f64"},
+            {"name": "write_raw_fails", "value": "15f64"},
+            {"name": "success_blocks", "value": "15000f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_task_opcua",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "task_id", "value": "task_id_2"},
+            {"name": "task_name", "value": "task_name_2"},
+        ],
+        "metrics": [
+            {"name": "total_execute_time", "value": "123456f64"},
+            {"name": "total_written_rows", "value": "1200f64"},
+            {"name": "total_written_points", "value": "60000f64"},
+            {"name": "start_time", "value": "12345678f64"},
+            {"name": "written_rows", "value": "1234f64"},
+            {"name": "written_points", "value": "123400f64"},
+            {"name": "execute_time", "value": "12345678f64"},
+            {"name": "total_received_batches", "value": "1234567f64"},
+            {"name": "total_processed_batches", "value": "1234f64"},
+            {"name": "total_processed_rows", "value": "12345f64"},
+            {"name": "total_inserted_sqls", "value": "12f64"},
+            {"name": "total_failed_sqls", "value": "123455f64"},
+            {"name": "total_created_stables", "value": "12f64"},
+            {"name": "total_created_tables", "value": "123f64"},
+            {"name": "total_failed_rows", "value": "12345678f64"},
+            {"name": "total_failed_point", "value": "12345f64"},
+            {"name": "total_written_blocks", "value": "123456f64"},
+            {"name": "total_failed_blocks", "value": "15f64"},
+            {"name": "received_batches", "value": "15000f64"},
+            {"name": "processed_batches", "value": "15000f64"},
+            {"name": "processed_rows", "value": "15000f64"},
+            {"name": "received_records", "value": "15000f64"},
+            {"name": "insert_sqls", "value": "15000f64"},
+            {"name": "failed_sqls", "value": "15000f64"},
+            {"name": "created_stables", "value": "15000f64"},
+            {"name": "created_tables", "value": "15000f64"},
+            {"name": "failed_rows", "value": "15000f64"},
+            {"name": "failed_points", "value": "15000f64"},
+            {"name": "written_blocks", "value": "15000f64"},
+            {"name": "failed_blocks", "value": "15000f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_task_opcua",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "task_id", "value": "task_id_3"},
+            {"name": "task_name", "value": "task_name_3"},
+        ],
+        "metrics": [
+            {"name": "total_execute_time", "value": "123456f64"},
+            {"name": "total_written_rows", "value": "1200f64"},
+            {"name": "total_written_points", "value": "60000f64"},
+            {"name": "start_time", "value": "12345678f64"},
+            {"name": "written_rows", "value": "1234f64"},
+            {"name": "written_points", "value": "123400f64"},
+            {"name": "execute_time", "value": "12345678f64"},
+            {"name": "total_received_batches", "value": "1234567f64"},
+            {"name": "total_processed_batches", "value": "1234f64"},
+            {"name": "total_processed_rows", "value": "12345f64"},
+            {"name": "total_inserted_sqls", "value": "12f64"},
+            {"name": "total_failed_sqls", "value": "123455f64"},
+            {"name": "total_created_stables", "value": "12f64"},
+            {"name": "total_created_tables", "value": "123f64"},
+            {"name": "total_failed_rows", "value": "12345678f64"},
+            {"name": "total_failed_point", "value": "12345f64"},
+            {"name": "total_written_blocks", "value": "123456f64"},
+            {"name": "total_failed_blocks", "value": "15f64"},
+            {"name": "received_batches", "value": "15000f64"},
+            {"name": "processed_batches", "value": "15000f64"},
+            {"name": "processed_rows", "value": "15000f64"},
+            {"name": "received_records", "value": "15000f64"},
+            {"name": "insert_sqls", "value": "15000f64"},
+            {"name": "failed_sqls", "value": "15000f64"},
+            {"name": "created_stables", "value": "15000f64"},
+            {"name": "created_tables", "value": "15000f64"},
+            {"name": "failed_rows", "value": "15000f64"},
+            {"name": "failed_points", "value": "15000f64"},
+            {"name": "written_blocks", "value": "15000f64"},
+            {"name": "failed_blocks", "value": "15000f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_task_opcda",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "task_id", "value": "task_id_opcda_1"},
+            {"name": "task_name", "value": "task_name_opcda_1"},
+        ],
+        "metrics": [
+            {"name": "total_execute_time", "value": "123456f64"},
+            {"name": "total_written_rows", "value": "1200f64"},
+            {"name": "total_written_points", "value": "60000f64"},
+            {"name": "start_time", "value": "12345678f64"},
+            {"name": "written_rows", "value": "1234f64"},
+            {"name": "written_points", "value": "123400f64"},
+            {"name": "execute_time", "value": "12345678f64"},
+            {"name": "total_received_batches", "value": "1234567f64"},
+            {"name": "total_processed_batches", "value": "1234f64"},
+            {"name": "total_processed_rows", "value": "12345f64"},
+            {"name": "total_inserted_sqls", "value": "12f64"},
+            {"name": "total_failed_sqls", "value": "123455f64"},
+            {"name": "total_created_stables", "value": "12f64"},
+            {"name": "total_created_tables", "value": "123f64"},
+            {"name": "total_failed_rows", "value": "12345678f64"},
+            {"name": "total_failed_point", "value": "12345f64"},
+            {"name": "total_written_blocks", "value": "123456f64"},
+            {"name": "total_failed_blocks", "value": "15f64"},
+            {"name": "received_batches", "value": "15000f64"},
+            {"name": "processed_batches", "value": "15000f64"},
+            {"name": "processed_rows", "value": "15000f64"},
+            {"name": "received_records", "value": "15000f64"},
+            {"name": "insert_sqls", "value": "15000f64"},
+            {"name": "failed_sqls", "value": "15000f64"},
+            {"name": "created_stables", "value": "15000f64"},
+            {"name": "created_tables", "value": "15000f64"},
+            {"name": "failed_rows", "value": "15000f64"},
+            {"name": "failed_points", "value": "15000f64"},
+            {"name": "written_blocks", "value": "15000f64"},
+            {"name": "failed_blocks", "value": "15000f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_task_mqtt",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "task_id", "value": "task_id_4"},
+            {"name": "task_name", "value": "task_name_4"},
+        ],
+        "metrics": [
+            {"name": "total_execute_time", "value": "123456f64"},
+            {"name": "total_written_rows", "value": "1200f64"},
+            {"name": "total_written_points", "value": "60000f64"},
+            {"name": "start_time", "value": "12345678f64"},
+            {"name": "written_rows", "value": "1234f64"},
+            {"name": "written_points", "value": "123400f64"},
+            {"name": "execute_time", "value": "12345678f64"},
+            {"name": "total_received_batches", "value": "1234567f64"},
+            {"name": "total_processed_batches", "value": "1234f64"},
+            {"name": "total_processed_rows", "value": "12345f64"},
+            {"name": "total_inserted_sqls", "value": "12f64"},
+            {"name": "total_failed_sqls", "value": "123455f64"},
+            {"name": "total_created_stables", "value": "12f64"},
+            {"name": "total_created_tables", "value": "123f64"},
+            {"name": "total_failed_rows", "value": "12345678f64"},
+            {"name": "total_failed_point", "value": "12345f64"},
+            {"name": "total_written_blocks", "value": "123456f64"},
+            {"name": "total_failed_blocks", "value": "15f64"},
+            {"name": "received_batches", "value": "15000f64"},
+            {"name": "processed_batches", "value": "15000f64"},
+            {"name": "processed_rows", "value": "15000f64"},
+            {"name": "received_records", "value": "15000f64"},
+            {"name": "insert_sqls", "value": "15000f64"},
+            {"name": "failed_sqls", "value": "15000f64"},
+            {"name": "created_stables", "value": "15000f64"},
+            {"name": "created_tables", "value": "15000f64"},
+            {"name": "failed_rows", "value": "15000f64"},
+            {"name": "failed_points", "value": "15000f64"},
+            {"name": "written_blocks", "value": "15000f64"},
+            {"name": "failed_blocks", "value": "15000f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_task_mqtt",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "task_id", "value": "task_id_5"},
+            {"name": "task_name", "value": "task_name_5"},
+        ],
+        "metrics": [
+            {"name": "total_execute_time", "value": "123456f64"},
+            {"name": "total_written_rows", "value": "1200f64"},
+            {"name": "total_written_points", "value": "60000f64"},
+            {"name": "start_time", "value": "12345678f64"},
+            {"name": "written_rows", "value": "1234f64"},
+            {"name": "written_points", "value": "123400f64"},
+            {"name": "execute_time", "value": "12345678f64"},
+            {"name": "total_received_batches", "value": "1234567f64"},
+            {"name": "total_processed_batches", "value": "1234f64"},
+            {"name": "total_processed_rows", "value": "12345f64"},
+            {"name": "total_inserted_sqls", "value": "12f64"},
+            {"name": "total_failed_sqls", "value": "123455f64"},
+            {"name": "total_created_stables", "value": "12f64"},
+            {"name": "total_created_tables", "value": "123f64"},
+            {"name": "total_failed_rows", "value": "12345678f64"},
+            {"name": "total_failed_point", "value": "12345f64"},
+            {"name": "total_written_blocks", "value": "123456f64"},
+            {"name": "total_failed_blocks", "value": "15f64"},
+            {"name": "received_batches", "value": "15000f64"},
+            {"name": "processed_batches", "value": "15000f64"},
+            {"name": "processed_rows", "value": "15000f64"},
+            {"name": "received_records", "value": "15000f64"},
+            {"name": "insert_sqls", "value": "15000f64"},
+            {"name": "failed_sqls", "value": "15000f64"},
+            {"name": "created_stables", "value": "15000f64"},
+            {"name": "created_tables", "value": "15000f64"},
+            {"name": "failed_rows", "value": "15000f64"},
+            {"name": "failed_points", "value": "15000f64"},
+            {"name": "written_blocks", "value": "15000f64"},
+            {"name": "failed_blocks", "value": "15000f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_task_influxdb",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "task_id", "value": "task_id_6"},
+            {"name": "task_name", "value": "task_name_6"},
+        ],
+        "metrics": [
+            {"name": "total_execute_time", "value": "123456f64"},
+            {"name": "total_written_rows", "value": "1200f64"},
+            {"name": "total_written_points", "value": "60000f64"},
+            {"name": "start_time", "value": "12345678f64"},
+            {"name": "written_rows", "value": "1234f64"},
+            {"name": "written_points", "value": "123400f64"},
+            {"name": "execute_time", "value": "12345678f64"},
+            {"name": "total_received_batches", "value": "1234567f64"},
+            {"name": "total_processed_batches", "value": "1234f64"},
+            {"name": "total_processed_rows", "value": "12345f64"},
+            {"name": "total_inserted_sqls", "value": "12f64"},
+            {"name": "total_failed_sqls", "value": "123455f64"},
+            {"name": "total_created_stables", "value": "12f64"},
+            {"name": "total_created_tables", "value": "123f64"},
+            {"name": "total_failed_rows", "value": "12345678f64"},
+            {"name": "total_failed_point", "value": "12345f64"},
+            {"name": "total_written_blocks", "value": "123456f64"},
+            {"name": "total_failed_blocks", "value": "15f64"},
+            {"name": "received_batches", "value": "15000f64"},
+            {"name": "processed_batches", "value": "15000f64"},
+            {"name": "processed_rows", "value": "15000f64"},
+            {"name": "received_records", "value": "15000f64"},
+            {"name": "insert_sqls", "value": "15000f64"},
+            {"name": "failed_sqls", "value": "15000f64"},
+            {"name": "created_stables", "value": "15000f64"},
+            {"name": "created_tables", "value": "15000f64"},
+            {"name": "failed_rows", "value": "15000f64"},
+            {"name": "failed_points", "value": "15000f64"},
+            {"name": "written_blocks", "value": "15000f64"},
+            {"name": "failed_blocks", "value": "15000f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_task_opentsdb",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "task_id", "value": "task_id_7"},
+            {"name": "task_name", "value": "task_name_7"},
+        ],
+        "metrics": [
+            {"name": "total_execute_time", "value": "123456f64"},
+            {"name": "total_written_rows", "value": "1200f64"},
+            {"name": "total_written_points", "value": "60000f64"},
+            {"name": "start_time", "value": "12345678f64"},
+            {"name": "written_rows", "value": "1234f64"},
+            {"name": "written_points", "value": "123400f64"},
+            {"name": "execute_time", "value": "12345678f64"},
+            {"name": "total_received_batches", "value": "1234567f64"},
+            {"name": "total_processed_batches", "value": "1234f64"},
+            {"name": "total_processed_rows", "value": "12345f64"},
+            {"name": "total_inserted_sqls", "value": "12f64"},
+            {"name": "total_failed_sqls", "value": "123455f64"},
+            {"name": "total_created_stables", "value": "12f64"},
+            {"name": "total_created_tables", "value": "123f64"},
+            {"name": "total_failed_rows", "value": "12345678f64"},
+            {"name": "total_failed_point", "value": "12345f64"},
+            {"name": "total_written_blocks", "value": "123456f64"},
+            {"name": "total_failed_blocks", "value": "15f64"},
+            {"name": "received_batches", "value": "15000f64"},
+            {"name": "processed_batches", "value": "15000f64"},
+            {"name": "processed_rows", "value": "15000f64"},
+            {"name": "received_records", "value": "15000f64"},
+            {"name": "insert_sqls", "value": "15000f64"},
+            {"name": "failed_sqls", "value": "15000f64"},
+            {"name": "created_stables", "value": "15000f64"},
+            {"name": "created_tables", "value": "15000f64"},
+            {"name": "failed_rows", "value": "15000f64"},
+            {"name": "failed_points", "value": "15000f64"},
+            {"name": "written_blocks", "value": "15000f64"},
+            {"name": "failed_blocks", "value": "15000f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_task_pi",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "task_id", "value": "task_id_8"},
+            {"name": "task_name", "value": "task_name_8"},
+        ],
+        "metrics": [
+            {"name": "total_execute_time", "value": "123456f64"},
+            {"name": "total_written_rows", "value": "1200f64"},
+            {"name": "total_written_points", "value": "60000f64"},
+            {"name": "start_time", "value": "12345678f64"},
+            {"name": "written_rows", "value": "1234f64"},
+            {"name": "written_points", "value": "123400f64"},
+            {"name": "execute_time", "value": "12345678f64"},
+            {"name": "total_received_batches", "value": "1234567f64"},
+            {"name": "total_processed_batches", "value": "1234f64"},
+            {"name": "total_processed_rows", "value": "12345f64"},
+            {"name": "total_inserted_sqls", "value": "12f64"},
+            {"name": "total_failed_sqls", "value": "123455f64"},
+            {"name": "total_created_stables", "value": "12f64"},
+            {"name": "total_created_tables", "value": "123f64"},
+            {"name": "total_failed_rows", "value": "12345678f64"},
+            {"name": "total_failed_point", "value": "12345f64"},
+            {"name": "total_written_blocks", "value": "123456f64"},
+            {"name": "total_failed_blocks", "value": "15f64"},
+            {"name": "received_batches", "value": "15000f64"},
+            {"name": "processed_batches", "value": "15000f64"},
+            {"name": "processed_rows", "value": "15000f64"},
+            {"name": "received_records", "value": "15000f64"},
+            {"name": "insert_sqls", "value": "15000f64"},
+            {"name": "failed_sqls", "value": "15000f64"},
+            {"name": "created_stables", "value": "15000f64"},
+            {"name": "created_tables", "value": "15000f64"},
+            {"name": "failed_rows", "value": "15000f64"},
+            {"name": "failed_points", "value": "15000f64"},
+            {"name": "written_blocks", "value": "15000f64"},
+            {"name": "failed_blocks", "value": "15000f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_task_pibackfill",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "task_id", "value": "task_id_9"},
+            {"name": "task_name", "value": "task_name_9"},
+        ],
+        "metrics": [
+            {"name": "total_execute_time", "value": "123456f64"},
+            {"name": "total_written_rows", "value": "1200f64"},
+            {"name": "total_written_points", "value": "60000f64"},
+            {"name": "start_time", "value": "12345678f64"},
+            {"name": "written_rows", "value": "1234f64"},
+            {"name": "written_points", "value": "123400f64"},
+            {"name": "execute_time", "value": "12345678f64"},
+            {"name": "total_received_batches", "value": "1234567f64"},
+            {"name": "total_processed_batches", "value": "1234f64"},
+            {"name": "total_processed_rows", "value": "12345f64"},
+            {"name": "total_inserted_sqls", "value": "12f64"},
+            {"name": "total_failed_sqls", "value": "123455f64"},
+            {"name": "total_created_stables", "value": "12f64"},
+            {"name": "total_created_tables", "value": "123f64"},
+            {"name": "total_failed_rows", "value": "12345678f64"},
+            {"name": "total_failed_point", "value": "12345f64"},
+            {"name": "total_written_blocks", "value": "123456f64"},
+            {"name": "total_failed_blocks", "value": "15f64"},
+            {"name": "received_batches", "value": "15000f64"},
+            {"name": "processed_batches", "value": "15000f64"},
+            {"name": "processed_rows", "value": "15000f64"},
+            {"name": "received_records", "value": "15000f64"},
+            {"name": "insert_sqls", "value": "15000f64"},
+            {"name": "failed_sqls", "value": "15000f64"},
+            {"name": "created_stables", "value": "15000f64"},
+            {"name": "created_tables", "value": "15000f64"},
+            {"name": "failed_rows", "value": "15000f64"},
+            {"name": "failed_points", "value": "15000f64"},
+            {"name": "written_blocks", "value": "15000f64"},
+            {"name": "failed_blocks", "value": "15000f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_task_csv",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "task_id", "value": "task_id_10"},
+            {"name": "task_name", "value": "task_name_10"},
+        ],
+        "metrics": [
+            {"name": "total_execute_time", "value": "123456f64"},
+            {"name": "total_written_rows", "value": "1200f64"},
+            {"name": "total_written_points", "value": "60000f64"},
+            {"name": "start_time", "value": "12345678f64"},
+            {"name": "written_rows", "value": "1234f64"},
+            {"name": "written_points", "value": "123400f64"},
+            {"name": "execute_time", "value": "12345678f64"},
+            {"name": "total_received_batches", "value": "1234567f64"},
+            {"name": "total_processed_batches", "value": "1234f64"},
+            {"name": "total_processed_rows", "value": "12345f64"},
+            {"name": "total_inserted_sqls", "value": "12f64"},
+            {"name": "total_failed_sqls", "value": "123455f64"},
+            {"name": "total_created_stables", "value": "12f64"},
+            {"name": "total_created_tables", "value": "123f64"},
+            {"name": "total_failed_rows", "value": "12345678f64"},
+            {"name": "total_failed_point", "value": "12345f64"},
+            {"name": "total_written_blocks", "value": "123456f64"},
+            {"name": "total_failed_blocks", "value": "15f64"},
+            {"name": "received_batches", "value": "15000f64"},
+            {"name": "processed_batches", "value": "15000f64"},
+            {"name": "processed_rows", "value": "15000f64"},
+            {"name": "received_records", "value": "15000f64"},
+            {"name": "insert_sqls", "value": "15000f64"},
+            {"name": "failed_sqls", "value": "15000f64"},
+            {"name": "created_stables", "value": "15000f64"},
+            {"name": "created_tables", "value": "15000f64"},
+            {"name": "failed_rows", "value": "15000f64"},
+            {"name": "failed_points", "value": "15000f64"},
+            {"name": "written_blocks", "value": "15000f64"},
+            {"name": "failed_blocks", "value": "15000f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_task_avevahistorian",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "task_id", "value": "task_id_11"},
+            {"name": "task_name", "value": "task_name_11"},
+        ],
+        "metrics": [
+            {"name": "total_execute_time", "value": "123456f64"},
+            {"name": "total_written_rows", "value": "1200f64"},
+            {"name": "total_written_points", "value": "60000f64"},
+            {"name": "start_time", "value": "12345678f64"},
+            {"name": "written_rows", "value": "1234f64"},
+            {"name": "written_points", "value": "123400f64"},
+            {"name": "execute_time", "value": "12345678f64"},
+            {"name": "total_received_batches", "value": "1234567f64"},
+            {"name": "total_processed_batches", "value": "1234f64"},
+            {"name": "total_processed_rows", "value": "12345f64"},
+            {"name": "total_inserted_sqls", "value": "12f64"},
+            {"name": "total_failed_sqls", "value": "123455f64"},
+            {"name": "total_created_stables", "value": "12f64"},
+            {"name": "total_created_tables", "value": "123f64"},
+            {"name": "total_failed_rows", "value": "12345678f64"},
+            {"name": "total_failed_point", "value": "12345f64"},
+            {"name": "total_written_blocks", "value": "123456f64"},
+            {"name": "total_failed_blocks", "value": "15f64"},
+            {"name": "received_batches", "value": "15000f64"},
+            {"name": "processed_batches", "value": "15000f64"},
+            {"name": "processed_rows", "value": "15000f64"},
+            {"name": "received_records", "value": "15000f64"},
+            {"name": "insert_sqls", "value": "15000f64"},
+            {"name": "failed_sqls", "value": "15000f64"},
+            {"name": "created_stables", "value": "15000f64"},
+            {"name": "created_tables", "value": "15000f64"},
+            {"name": "failed_rows", "value": "15000f64"},
+            {"name": "failed_points", "value": "15000f64"},
+            {"name": "written_blocks", "value": "15000f64"},
+            {"name": "failed_blocks", "value": "15000f64"},
+        ],
+    },
+    {
+        "ts": "1703484955810",
+        "stable_name": "taosx_task_kafka",
+        "tags": [
+            {"name": "taosx_id", "value": "taosx_id_1"},
+            {"name": "task_id", "value": "task_id_12"},
+            {"name": "task_name", "value": "task_name_12"},
+        ],
+        "metrics": [
+            {"name": "total_execute_time", "value": "123456f64"},
+            {"name": "total_written_rows", "value": "1200f64"},
+            {"name": "total_written_points", "value": "60000f64"},
+            {"name": "start_time", "value": "12345678f64"},
+            {"name": "written_rows", "value": "1234f64"},
+            {"name": "written_points", "value": "123400f64"},
+            {"name": "execute_time", "value": "12345678f64"},
+            {"name": "total_received_batches", "value": "1234567f64"},
+            {"name": "total_processed_batches", "value": "1234f64"},
+            {"name": "total_processed_rows", "value": "12345f64"},
+            {"name": "total_inserted_sqls", "value": "12f64"},
+            {"name": "total_failed_sqls", "value": "123455f64"},
+            {"name": "total_created_stables", "value": "12f64"},
+            {"name": "total_created_tables", "value": "123f64"},
+            {"name": "total_failed_rows", "value": "12345678f64"},
+            {"name": "total_failed_point", "value": "12345f64"},
+            {"name": "total_written_blocks", "value": "123456f64"},
+            {"name": "total_failed_blocks", "value": "15f64"},
+            {"name": "received_batches", "value": "15000f64"},
+            {"name": "processed_batches", "value": "15000f64"},
+            {"name": "processed_rows", "value": "15000f64"},
+            {"name": "received_records", "value": "15000f64"},
+            {"name": "insert_sqls", "value": "15000f64"},
+            {"name": "failed_sqls", "value": "15000f64"},
+            {"name": "created_stables", "value": "15000f64"},
+            {"name": "created_tables", "value": "15000f64"},
+            {"name": "failed_rows", "value": "15000f64"},
+            {"name": "failed_points", "value": "15000f64"},
+            {"name": "written_blocks", "value": "15000f64"},
+            {"name": "failed_blocks", "value": "15000f64"},
+        ],
+    },
+]
diff --git a/scripts/data-generation/tdengine/taos.cfg b/scripts/data-generation/tdengine/taos.cfg
new file mode 100644
index 0000000..da2ed39
--- /dev/null
+++ b/scripts/data-generation/tdengine/taos.cfg
@@ -0,0 +1,193 @@
+########################################################
+#                                                      #
+#                  Configuration                       #
+#                                                      #
+########################################################
+
+######### 0. Client only configurations #############
+
+# The interval for CLI to send heartbeat to mnode
+# shellActivityTimer        3
+
+
+############### 1. Cluster End point ############################
+
+# The end point of the first dnode in the cluster to be connected to when this dnode or the CLI utility is started
+# firstEp                   hostname:6030
+
+# The end point of the second dnode to be connected to if the firstEp is not available
+# secondEp
+
+
+############### 2. Configuration Parameters of current dnode #####
+
+# The FQDN of the host on which this dnode will be started. It can be IP address
+fqdn                      tdengine
+
+# The port for external access after this dnode is started
+# serverPort                6030
+
+# The maximum number of connections a dnode can accept
+# maxShellConns             5000
+
+# The directory for writing log files, if you are using Windows platform please change to Windows path
+# logDir                    /var/log/taos
+
+# All data files are stored in this directory, if you are using Windows platform please change to Windows path
+# dataDir                   /var/lib/taos
+
+# temporary file's directory, if you are using Windows platform please change to Windows path
+# tempDir                   /tmp/
+
+# Switch for allowing to collect and report service usage information
+# telemetryReporting        1
+
+# Switch for allowing to collect and report crash information
+# crashReporting            1
+
+# The maximum number of vnodes supported by this dnode
+supportVnodes             256
+
+# The interval of this dnode reporting status to mnode, [1..10] seconds
+# statusInterval            1
+
+# The minimum sliding window time, milli-second
+# minSlidingTime            10
+
+# The minimum time window, milli-second
+# minIntervalTime           10
+
+# The maximum allowed query buffer size in MB during query processing for each data node
+# -1 no limit (default)
+# 0  no query allowed, queries are disabled
+# queryBufferSize           -1
+
+# The compressed rpc message, option:
+#  -1 (no compression)
+#   0 (all message compressed),
+# > 0 (rpc message body which larger than this value will be compressed)
+# compressMsgSize           -1
+
+# query retrieved column data compression option:
+#  -1 (no compression)
+#   0 (all retrieved column data compressed),
+# > 0 (any retrieved column size greater than this value all data will be compressed.)
+# compressColData           -1
+
+# system time zone
+# timezone                  UTC-8
+
+# system time zone (for windows 10)
+# timezone              Asia/Shanghai (CST, +0800)
+
+# system locale
+# locale                    en_US.UTF-8
+
+# system charset
+# charset                   UTF-8
+
+# stop writing logs when the disk size of the log folder is less than this value
+# minimalLogDirGB           1.0
+
+# stop writing temporary files when the disk size of the tmp folder is less than this value
+# minimalTmpDirGB           1.0
+
+# if free disk space is less than this value, this dnode will fail to start
+# minimalDataDirGB          2.0
+
+# enable/disable system monitor
+# monitor                   1
+
+# enable/disable audit log
+# audit                     1
+
+# enable/disable audit create table
+# auditCreateTable                     1
+
+# The following parameter is used to limit the maximum number of lines in log files.
+# max number of lines per log filters
+# numOfLogLines             10000000
+
+# write log in async way: 1 - async, 0 - sync
+# asyncLog                  1
+
+# time period of keeping log files, in days
+# logKeepDays               0
+
+
+############ 3. Debug Flag and levels #############################################
+
+# The following parameters are used for debug purpose only by this dnode.
+# debugFlag is a 8 bits mask: FILE-SCREEN-UNUSED-HeartBeat-DUMP-TRACE_WARN-ERROR
+# Available debug levels are:
+# 131: output warning and error
+# 135: output debug, warning and error
+# 143: output trace, debug, warning and error to log
+# 199: output debug, warning and error to both screen and file
+# 207: output trace, debug, warning and error to both screen and file
+
+# debug flag for all log type, take effect when non-zero value
+# debugFlag                 0
+
+# debug flag for timer
+# tmrDebugFlag              131
+
+# debug flag for util
+# uDebugFlag                131
+
+# debug flag for rpc
+# rpcDebugFlag              131
+
+# debug flag for jni
+# jniDebugFlag              131
+
+# debug flag for query
+# qDebugFlag                131
+
+# debug flag for client driver
+# cDebugFlag                131
+
+# debug flag for dnode messages
+# dDebugFlag                135
+
+# debug flag for vnode
+# vDebugFlag                131
+
+# debug flag for meta management messages
+# mDebugFlag                135
+
+# debug flag for wal
+# wDebugFlag                135
+
+# debug flag for sync module
+# sDebugFlag                135
+
+# debug flag for tsdb
+# tsdbDebugFlag             131
+
+# debug flag for tq
+# tqDebugFlag               131
+
+# debug flag for fs
+# fsDebugFlag               131
+
+# debug flag for udf
+# udfDebugFlag              131
+
+# debug flag for sma
+# smaDebugFlag              131
+
+# debug flag for index
+# idxDebugFlag              131
+
+# debug flag for tdb
+# tdbDebugFlag              131
+
+# debug flag for meta
+# metaDebugFlag             131
+
+# generate core file when service crash
+# enableCoreFile            1
+monitor 1
+monitorFQDN taoskeeper
+audit 1