bend-ingest-kafka

Ingest kafka data into databend

Installation

go install  github.com/databendcloud/bend-ingest-kafka@latest

Or download the binary from the release page.

Usage

Json transform mode

The json transform mode is the default mode which will transform the kafka data into databend table, you can use it by setting the --is-json-transform to true.

Create a table according your kafka data structrue

For example, the kafka data like

{"i64": 10,"u64": 30,"f64": 20,"s": "hao","s2": "hello","a16":[1],"a8":[2],"d": "2011-03-06","t": "2016-04-04 11:30:00"}

you should create a table using

CREATE TABLE test_ingest (
			i64 Int64,
			u64 UInt64,
			f64 Float64,
			s   String,
			s2  String,
			a16 Array(Int16),
			a8  Array(UInt8),
			d   Date,
			t   DateTime);

execute bend-ingest-kafka

command line mode

bend-ingest-kafka
  --kafka-bootstrap-servers="127.0.0.1:9092,127.0.0.2:9092"\
  --kafka-topic="Your Topic"\
  --kafka-consumer-group= "Consumer Group"\
  --databend-dsn="http://root:root@127.0.0.1:8000"\
  --databend-table="db1.tbl" \
  --data-format="json" \
  --batch-size=100000 \
  --batch-max-interval=300

config file mode

Config the config file confg/conf.json

{
  "kafkaBootstrapServers": "localhost:9092",
  "kafkaTopic": "ingest_test",
  "KafkaConsumerGroup": "test",
  "mockData": "",
  "isJsonTransform": true,
  "databendDSN": "https://cloudapp:password@tn3ftqihs--medium-p8at.gw.aws-us-east-2.default.databend.com:443",
  "databendTable": "default.kfk_test",
  "batchSize": 1,
  "batchMaxInterval": 5,
  "dataFormat": "json",
  "workers": 1,
  "copyPurge": false,
  "copyForce": false
}

and execute the command

./bend-ingest-kafka 

Raw mode

The raw mode is used to ingest the raw data into databend table, you can use it by setting the isJsonTransform to false. In this mode, we will create a table with the name databendTable which columns are (uuid, koffset,kpartition, raw_data, record_metadata, add_time) and ingest the raw data into this table. The record_metadata is the metadata of the kafka record which contains the topic, partition, offset, create_time, key, and the add_time is the time when the record is added into databend.

Example

If the kafka json data is:

{"i64": 10,"u64": 30,"f64": 20,"s": "hao","s2": "hello","a16":[1],"a8":[2],"d": "2011-03-06","t": "2016-04-04 11:30:00"}

run the command

./bend-ingest-kafka 

with config.conf.json and the table default.kfk_test will be created and the data will be ingested into this table.

Parameter References

Parameter	Description	Default	example
kafkaBootstrapServers	kafka bootstrap servers	"127.0.0.1:64103"	"127.0.0.1:9092,127.0.0.2:9092"
kafkaTopic	kafka topic	"test"	"test"
KafkaConsumerGroup	kafka consumer group	"kafka-bend-ingest"	"test"
mockData	mock data	""	""
isJsonTransform	is json transform	true	true
databendDSN	databend dsn	no	"http://localhost:8000"
databendTable	databend table	no	"db1.tbl"
batchSize	batch size	1000	1000
batchMaxInterval	batch max interval	30	30
dataFormat	data format	json	"json"
workers	workers thread number	1	1
copyPurge	copy purge	false	false
copyForce	copy force	false	false
DisableVariantCheck	disable variant check	false	false
MinBytes	min bytes	1024	1024
MaxBytes	max bytes	1048576	1048576
MaxWait	max wait	10	10
useReplaceMode	use replace mode	false	false
userStage	user external stage name	~	~

NOTE:

• The useReplaceMode is used to replace the data in the table, if the data already exists in the table, the new data will replace the old data. But the useReplaceMode is only supported when isJsonTransform false because it needs to add koffset and kpartition field in the target table.