generate

Available in: Cloud, Self-Managed

Generates messages at a given interval using a Bloblang mapping executed without a context. This allows you to generate messages for testing your pipeline configs.

# Config fields, showing default values
input:
  label: ""
  generate:
    mapping: root = "hello world" # No default (required)
    interval: 1s
    count: 0
    batch_size: 1
    auto_replay_nacks: true

Examples

  • Cron Scheduled Processing

  • Generate 100 Rows

A common use case for the generate input is to trigger processors on a schedule so that the processors themselves can behave similarly to an input. The following configuration reads rows from a PostgreSQL table every 5 minutes.

input:
  generate:
    interval: '@every 5m'
    mapping: 'root = {}'
  processors:
    - sql_select:
        driver: postgres
        dsn: postgres://foouser:foopass@localhost:5432/testdb?sslmode=disable
        table: foo
        columns: [ "*" ]

The generate input can be used as a convenient way to generate test data. The following example generates 100 rows of structured data by setting an explicit count. The interval field is set to empty, which means data is generated as fast as the downstream components can consume it.

input:
  generate:
    count: 100
    interval: ""
    mapping: |
      root = if random_int() % 2 == 0 {
        {
          "type": "foo",
          "foo": "is yummy"
        }
      } else {
        {
          "type": "bar",
          "bar": "is gross"
        }
      }

Fields

mapping

A Bloblang mapping to use for generating messages.

Type: string

# Examples

mapping: root = "hello world"

mapping: root = {"test":"message","id":uuid_v4()}

interval

The time interval at which messages should be generated, expressed either as a duration string or as a cron expression. If set to an empty string messages will be generated as fast as downstream services can process them. Cron expressions can specify a timezone by prefixing the expression with TZ=<location name>, where the location name corresponds to a file within the IANA Time Zone database.

Type: string

Default: "1s"

# Examples

interval: 5s

interval: 1m

interval: 1h

interval: '@every 1s'

interval: 0,30 */2 * * * *

interval: TZ=Europe/London 30 3-6,20-23 * * *

count

An optional number of messages to generate, if set above 0 the specified number of messages is generated and then the input will shut down.

Type: int

Default: 0

batch_size

The number of generated messages that should be accumulated into each batch flushed at the specified interval.

Type: int

Default: 1

auto_replay_nacks

Whether messages that are rejected (nacked) at the output level should be automatically replayed indefinitely, eventually resulting in back pressure if the cause of the rejections is persistent. If set to false these messages will instead be deleted. Disabling auto replays can greatly improve memory efficiency of high throughput streams as the original shape of the data can be discarded immediately upon consumption and mutation.

Type: bool

Default: true