Avro parser plugin for Embulk

Avro parser plugin for Embulk.

Overview

• Plugin type: parser
• Guess supported: yes

Configuration

• type: Specify this parser as avro
• avsc: Specify avro schema file.
• columns: Specify column name and type. See below (array, optional)
  • timestamp_unit: Specify unit of time. (This config is effective only if avro value is long, int, float, double)

• default_timezone: Default timezone of the timestamp (string, default: UTC)
• default_timestamp_format: Default timestamp format of the timestamp (string, default: %Y-%m-%d %H:%M:%S.%N %z)

If columns is not set, this plugin detect schema automatically by using avsc schema.

support timestamp_unit type is below.

• "Second"
• "second"
• "sec"
• "s"
• "MilliSecond"
• "millisecond"
• "milli_second"
• "milli"
• "msec"
• "ms"
• "MicroSecond"
• "microsecond"
• "micro_second"
• "micro"
• "usec"
• "us"
• "NanoSecond"
• "nanosecond"
• "nano_second"
• "nano"
• "nsec"
• "ns"

Example

in:
  type: file
  path_prefix: "items"
  parser:
    type: avro
    avsc : "./item.avsc"
    columns:
      - {name: "id", type: "long"}
      - {name: "code", type: "string"}
      - {name: "name", type: "string"}
      - {name: "description", type: "string"}
      - {name: "flag", type: "boolean"}
      - {name: "price", type: "long"}
      - {name: "item_type", type: "string"}
      - {name: "tags", type: "json"}
      - {name: "options", type: "json"}
      - {name: "spec", type: "json"}
      - {name: "created_at", type: "timestamp", format: "%Y-%m-%dT%H:%M:%S%:z"}
      - {name: "created_at_utc", type: "timestamp", timestamp_unit: "second"}

out:
  type: stdout

// item.avsc

{
  "type" : "record",
  "name" : "Item",
  "namespace" : "example.avro",
  "fields" : [
    {"name": "id", "type": "int"},
    {"name": "code", "type": "long"},
    {"name": "name", "type": "string"},
    {"name": "description", "type": ["string", "null"]},
    {"name": "flag", "type": "boolean"},
    {"name": "created_at", "type": "string"},
    {"name": "created_at_utc", "type": "float"},
    {"name": "price", "type": ["double", "null"]},
    {"name": "spec", "type": {
      "type": "record",
      "name": "item_spec",
      "fields" : [
        {"name" : "key", "type" : "string"},
        {"name" : "value", "type" : ["string", "null"]}
      ]}
    },
    {"name": "tags", "type": [{"type": "array", "items": "string"}, "null"]},
    {"name": "options", "type": {"type": "map", "values": ["string", "null"]}},
    {"name": "item_type", "type": {"name": "item_type_enum", "type": "enum", "symbols": ["D", "M"]}},
    {"name": "dummy", "type": "null"}
  ]
}

You don't have to write parser: section in the configuration file. After writing in: section, you can let embulk guess parser: section using this command:

$ embulk gem install embulk-parser-avro
$ embulk guess -g avro config.yml -o guessed.yml

Build

$ ./gradlew gem  # -t to watch change of files and rebuild continuously