coercer transform

The coercer transform accepts log events and allows you to coerce log fields into fixed types.

Configuration

vector.toml

[transforms.my_transform_id]
  # REQUIRED - General
  type = "coercer" # example, must be: "coercer"
  inputs = ["my-source-id"] # example
  
  # OPTIONAL - Types
  [transforms.my_transform_id.types]
    status = "int"

Options

commontableoptional

types

Key/Value pairs representing mapped log field types.

commonstringenumrequired

[field-name]

A definition of log field type conversions. They key is the log field name and the value is the type. strptime specifiers are supported for the timestamp type.

No default

Enum, must be one of: "bool" "float" "int" "string" "timestamp"

View examples

Output

Given the following input:

{
  // ... existing fields
  "bytes_in": "5667",
  "bytes_out": "20574",
  "host": "5.86.210.12",
  "message": "GET /embrace/supply-chains/dynamic/vertical",
  "status": "201",
  "timestamp": "19/06/2019:17:20:49 -0400",
  "user_id": "zieme4647"
}

And the following configuration:

vector.toml

[transforms.<transform-id>]
  type = "coercer"
[transforms.<transform-id>.types]
  bytes_in = "int"
  bytes_out = "int"
  timestamp = "timestamp|%d/%m/%Y:%H:%M:%S %z"
  status = "int"

A log event will be output with the following structure:

{
  // ... existing fields
  "bytes_in": 5667,
  "bytes_out": 20574,
  "host": "5.86.210.12",
  "message": "GET /embrace/supply-chains/dynamic/vertical",
  "status": 201,
  "timestamp": <19/06/2019:17:20:49 -0400>,
  "user_id": "zieme4647"
}

How It Works

Environment Variables

Environment variables are supported through all of Vector's configuration. Simply add ${MY_ENV_VAR} in your Vector configuration file and the variable will be replaced before being evaluated.

You can learn more in the Environment Variables section.