IoTDB

IoTDB sink connector

Support Those Engines

Spark
Flink
SeaTunnel Zeta

Description

Used to write data to IoTDB.

Using Dependency

For Spark/Flink Engine

1. You need to ensure that the jdbc driver jar package has been placed in directory ${SEATUNNEL_HOME}/plugins/.

For SeaTunnel Zeta Engine

1. You need to ensure that the jdbc driver jar package has been placed in directory ${SEATUNNEL_HOME}/lib/.

Key Features

• exactly-once

IoTDB supports the exactly-once feature through idempotent writing. If two pieces of data have the same key and timestamp, the new data will overwrite the old one.

提示

There is a conflict of thrift version between IoTDB and Spark.Therefore, you need to execute rm -f $SPARK_HOME/jars/libthrift* and cp $IOTDB_HOME/lib/libthrift* $SPARK_HOME/jars/ to resolve it.

Supported DataSource Info

Datasource	Supported Versions	Url
IoTDB	>= 0.13.0	localhost:6667

Data Type Mapping

IotDB Data Type	SeaTunnel Data Type
BOOLEAN	BOOLEAN
INT32	TINYINT
INT32	SMALLINT
INT32	INT
INT64	BIGINT
FLOAT	FLOAT
DOUBLE	DOUBLE
TEXT	STRING

Sink Options

Name	Type	Required	Default	Description
node_urls	String	Yes	-	IoTDB cluster address, the format is "host1:port" or "host1:port,host2:port"
username	String	Yes	-	IoTDB user username
password	String	Yes	-	IoTDB user password
key_device	String	Yes	-	Specify field name of the IoTDB deviceId in SeaTunnelRow
key_timestamp	String	No	processing time	Specify field-name of the IoTDB timestamp in SeaTunnelRow. If not specified, use processing-time as timestamp
key_measurement_fields	Array	No	exclude device & timestamp	Specify field-name of the IoTDB measurement list in SeaTunnelRow. If not specified, include all fields but exclude device & timestamp
storage_group	Array	No	-	Specify device storage group(path prefix) example: deviceId = ${storage_group} + "." + ${key_device}
batch_size	Integer	No	1024	For batch writing, when the number of buffers reaches the number of batch_size or the time reaches batch_interval_ms, the data will be flushed into the IoTDB
max_retries	Integer	No	-	The number of retries to flush failed
retry_backoff_multiplier_ms	Integer	No	-	Using as a multiplier for generating the next delay for backoff
max_retry_backoff_ms	Integer	No	-	The amount of time to wait before attempting to retry a request to IoTDB
default_thrift_buffer_size	Integer	No	-	Thrift init buffer size in IoTDB client
max_thrift_frame_size	Integer	No	-	Thrift max frame size in IoTDB client
zone_id	string	No	-	java.time.ZoneId in IoTDB client
enable_rpc_compression	Boolean	No	-	Enable rpc compression in IoTDB client
connection_timeout_in_ms	Integer	No	-	The maximum time (in ms) to wait when connecting to IoTDB
common-options		no	-	Sink plugin common parameters, please refer to Sink Common Options for details

Examples

env {
  parallelism = 2
  job.mode = "BATCH"
}

source {
  FakeSource {
    row.num = 16
    bigint.template = [1664035200001]
    schema = {
      fields {
        device_name = "string"
        temperature = "float"
        moisture = "int"
        event_ts = "bigint"
        c_string = "string"
        c_boolean = "boolean"
        c_tinyint = "tinyint"
        c_smallint = "smallint"
        c_int = "int"
        c_bigint = "bigint"
        c_float = "float"
        c_double = "double"
      }
    }
  }
}

Upstream SeaTunnelRow data format is the following:

device_name	temperature	moisture	event_ts	c_string	c_boolean	c_tinyint	c_smallint	c_int	c_bigint	c_float	c_double
root.test_group.device_a	36.1	100	1664035200001	abc1	true	1	1	1	2147483648	1.0	1.0
root.test_group.device_b	36.2	101	1664035200001	abc2	false	2	2	2	2147483649	2.0	2.0
root.test_group.device_c	36.3	102	1664035200001	abc3	false	3	3	3	2147483649	3.0	3.0

Case1

only fill required config. use current processing time as timestamp. and include all fields but exclude device & timestamp as measurement fields

sink {
  IoTDB {
    node_urls = "localhost:6667"
    username = "root"
    password = "root"
    key_device = "device_name" # specify the `deviceId` use device_name field
  }
}

Output to IoTDB data format is the following:

IoTDB> SELECT * FROM root.test_group.* align by device;
+------------------------+------------------------+--------------+-----------+--------------+---------+----------+----------+-----------+------+-----------+--------+---------+
|                    Time|                  Device|   temperature|   moisture|      event_ts| c_string| c_boolean| c_tinyint| c_smallint| c_int|   c_bigint| c_float| c_double|
+------------------------+------------------------+--------------+-----------+--------------+---------+----------+----------+-----------+------+-----------+--------+---------+
|2023-09-01T00:00:00.001Z|root.test_group.device_a|          36.1|        100| 1664035200001|     abc1|      true|         1|          1|     1| 2147483648|     1.0|      1.0| 
|2023-09-01T00:00:00.001Z|root.test_group.device_b|          36.2|        101| 1664035200001|     abc2|     false|         2|          2|     2| 2147483649|     2.0|      2.0|
|2023-09-01T00:00:00.001Z|root.test_group.device_c|          36.3|        102| 1664035200001|     abc2|     false|         3|          3|     3| 2147483649|     3.0|      3.0|
+------------------------+------------------------+--------------+-----------+--------------+---------+---------+-----------+-----------+------+-----------+--------+---------+

Case2

use source event's time

sink {
  IoTDB {
    node_urls = "localhost:6667"
    username = "root"
    password = "root"
    key_device = "device_name" # specify the `deviceId` use device_name field
    key_timestamp = "event_ts" # specify the `timestamp` use event_ts field
  }
}

Output to IoTDB data format is the following:

IoTDB> SELECT * FROM root.test_group.* align by device;
+------------------------+------------------------+--------------+-----------+--------------+---------+----------+----------+-----------+------+-----------+--------+---------+
|                    Time|                  Device|   temperature|   moisture|      event_ts| c_string| c_boolean| c_tinyint| c_smallint| c_int|   c_bigint| c_float| c_double|
+------------------------+------------------------+--------------+-----------+--------------+---------+----------+----------+-----------+------+-----------+--------+---------+
|2022-09-25T00:00:00.001Z|root.test_group.device_a|          36.1|        100| 1664035200001|     abc1|      true|         1|          1|     1| 2147483648|     1.0|      1.0| 
|2022-09-25T00:00:00.001Z|root.test_group.device_b|          36.2|        101| 1664035200001|     abc2|     false|         2|          2|     2| 2147483649|     2.0|      2.0|
|2022-09-25T00:00:00.001Z|root.test_group.device_c|          36.3|        102| 1664035200001|     abc2|     false|         3|          3|     3| 2147483649|     3.0|      3.0|
+------------------------+------------------------+--------------+-----------+--------------+---------+---------+-----------+-----------+------+-----------+--------+---------+

Case3

use source event's time and limit measurement fields

sink {
  IoTDB {
    node_urls = "localhost:6667"
    username = "root"
    password = "root"
    key_device = "device_name"
    key_timestamp = "event_ts"
    key_measurement_fields = ["temperature", "moisture"]
  }
}

Output to IoTDB data format is the following:

IoTDB> SELECT * FROM root.test_group.* align by device;
+------------------------+------------------------+--------------+-----------+
|                    Time|                  Device|   temperature|   moisture|
+------------------------+------------------------+--------------+-----------+
|2022-09-25T00:00:00.001Z|root.test_group.device_a|          36.1|        100|
|2022-09-25T00:00:00.001Z|root.test_group.device_b|          36.2|        101|
|2022-09-25T00:00:00.001Z|root.test_group.device_c|          36.3|        102|
+------------------------+------------------------+--------------+-----------+

Changelog

2.2.0-beta 2022-09-26

• Add IoTDB Sink Connector

2.3.0-beta 2022-10-20

• [Improve] Improve IoTDB Sink Connector (2917)
  • Support align by sql syntax
  • Support sql split ignore case
  • Support restore split offset to at-least-once
  • Support read timestamp from RowRecord
• [BugFix] Fix IoTDB connector sink NPE (3080)