Ingest data from MQTT brokers

The Message Queuing Telemetry Transport (MQTT) protocol is ideal for connecting remote devices with a small code footprint and minimal network bandwidth. MQTT today is used in a wide variety of industries, such as automotive, manufacturing, telecommunications, oil and gas, etc.

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Prerequisites

Before ingesting data from MQTT into RisingWave, please ensure the following:

• The MQTT server is running and accessible from your RisingWave cluster.
• If authentication is required for the MQTT broker, make sure you have the client username and password. The client user must have the subscribe permission for the topic.
• Create the MQTT topic from which you want to ingest data.
• Ensure that your RisingWave cluster is running.

For example, we create a topic named iot_data with the data from various IoT devices at a given timestamp, including temperature, humidity readings, and a status field indicating whether the device is in a normal or abnormal state. For more information to learn about MQTT and get started with it, refer to the MQTT guide.

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Ingest data into RisingWave

When creating a source, we have the option to either persist the data in RisingWave using CREATE TABLE or use CREATE SOURCE while specifying the connection settings and data format.

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Syntax

CREATE { TABLE | SOURCE} [ IF NOT EXISTS ] source_name
(
   column_name data_type PRIMARY KEY,
   -- Add more columns if needed: column_name2 data_type2, column_name3 data_type3, ...

   -- Define the primary key constraint if needed
   -- PRIMARY KEY (column_name, ...)

)
WITH (
   connector = 'mqtt',
   url = '<your MQTT server>:<port>',
   topic = '<topic>',
   qos = '<qos_level>',

   -- Optional connection parameters
   connect_mode = <connect_mode>,
   username = '<your user name>',
   password = '<your password>',

   -- Delivery parameters
   scan.startup.mode = 'startup_mode',
   scan.startup.timestamp.millis = 'xxxxx'
)
FORMAT PLAIN ENCODE data_encode; -- Format options: plain (encode BYTES and JSON)

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Parameters

This SQL statement creates a table named iot_sensor_data with columns for device ID, timestamp, temperature, humidity, and device status. The table is configured to connect to an MQTT broker using the MQTT connector, with specific URL, topic, and quality of service (QoS) settings, the data is encoded as JSON.

CREATE TABLE iot_sensor_data(
  device_id VARCHAR,
  ts TIMESTAMP,
  temperature DECIMAL,
  humidity DECIMAL,
  device_status VARCHAR

)
WITH (
   connector='mqtt',
   url='tcp://localhost',
   topic= 'iot_data',
   qos = 'at_least_once',
  ) FORMAT PLAIN ENCODE JSON;

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Query the table

Let’s retrieve data from the created table:

SELECT * FROM iot_sensor_data LIMIT 5;

Expected result:

 device_id  |       ts               | temperature | humidity |  device_status
------------+------------------------+-------------+----------+----------
 device_001 | 2024-01-26 00:00:00+00 |        25.5 |     60.2 | normal
 device_002 | 2024-01-26 00:00:01+00 |        10.8 |       22 | abnormal
 device_003 | 2024-01-26 00:00:02+00 |        40.2 |     70.5 | normal
 device_001 | 2024-01-26 00:00:03+00 |          10 |       80 | abnormal
 device_002 | 2024-01-26 00:00:04+00 |        32.5 |     52.8 | normal
(5 rows)

After creating the table and querying it, you can now transform this IoT data in RisingWave from the MQTT server based on your requirements.