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Blanton

  • Blanton is a BigQuery library written by Elixir.

Installation

  1. Add Blanton to your list of dependencies in mix.exs:
def deps do
  [
    {:blanton, "~> 0.1.4"}
  ]
end
  1. Pass in your credentials json downloaded from your GCE account:
config :goth,
  json: "path/to/google/json/creds.json" |> File.read!
  1. If you have one dataset to operate on, you can also set it first.
config :blanton,
  project_id: "",
  dataset_id: ""

You can do

  • Dataset
    • Create
    • Delete
  • Table
    • Select
    • Create
    • Create(Option usable)
    • Update
    • Delete
  • Record
    • Insert

Usage

  • Create table
columns = [
  %{name: "name", mode: :string, type: :required},
  %{name: "age", mode: :int64, type: :nullable}
]
table = Blanton.Table.new("users", columns)
Blanton.Table.create("PROJECT_ID", "DATASET_ID", table)

# if you set dataset_id and project_id to config.exs
Blanton.Table.create(table)
  • Insert record
records = [
  %{name: "安室透", age: 29},
  %{name: "赤井秀一", age: 32},
]
table_name = "users"
Blanton.Record.insert("PROJECT_ID", "DATASET_ID", table_name, records)

# if you set dataset_id and project_id to config.exs
Blanton.Record.insert(table_name, records)
  • Create migration file
# lib/APP_NAME/bq_schema/TABLE_NAME.ex

defmodule APP_NAME.BqSchema.TABLE_NAME do
  use Blanton.Schema

  schema :TABLE_NAME do
    field :column_name, :string, :required
    field :some_field_column, :record, :repeated, [
      sub_field(:name, :string, :nullable),
      sub_field(:price, :int64, :nullable),
    ]
  end

  # options do
  #   partitiondate
  #   register :timePartitioning, %GoogleApi.BigQuery.V2.Model.TimePartitioning{type: "DAY"}
  # end
end
  • Select records
Query.table("users")
|> Query.pluck(["name", "age"])
|> Query.where([age: 31])
|> Query.limit(10)
|> Query.run
|> Query.to_records
  • After creating the file, run the following command.
    • mix bq.migrate lib/bq_schema
  • If you want to delete the table use the following command
    • mix bq.drop
    • Please be careful because it cannot be stopped even if you execute it by mistake.