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#### Usage | ||
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Copy `test.src_table` to `test.dest_table`. | ||
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```rb | ||
task :task1, type: :bigquery_copy do | ||
param_set :src_dataset_id, 'test' | ||
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end | ||
``` | ||
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### Tumugi::Plugin::BigqueryLoadTask | ||
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`Tumugi::Plugin::BigqueryLoadTask` is task to load structured data from GCS into BigQuery. | ||
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#### Usage | ||
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Load `gs://test_bucket/load_data.csv` into `dest_project:dest_dataset.dest_table` | ||
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```rb | ||
task :task1, type: :bigquery_load do | ||
param_set :bucket, 'test_bucket' | ||
param_set :key, 'load_data.csv' | ||
param_set :project_id, 'dest_project' | ||
param_set :datset_id, 'dest_dataset' | ||
param_set :table_id, 'dest_table' | ||
end | ||
``` | ||
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### Config Section | ||
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tumugi-plugin-bigquery provide config section named "bigquery" which can specified BigQuery autenticaion info. | ||
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#### Authenticate by client_email and private_key | ||
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```rb | ||
Tumugi.config do |config| | ||
Tumugi.configure do |config| | ||
config.section("bigquery") do |section| | ||
section.project_id = "xxx" | ||
section.client_email = "[email protected]" | ||
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require 'tumugi' | ||
require_relative '../target/bigquery_table' | ||
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module Tumugi | ||
module Plugin | ||
class BigqueryLoadTask < Tumugi::Task | ||
Tumugi::Plugin.register_task('bigquery_load', self) | ||
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param :bucket, type: :string, required: true, auto_bind: false | ||
param :key, type: :string, required: true, auto_bind: false | ||
param :project_id, type: :string, auto_bind: false | ||
param :dataset_id, type: :string, required: true, auto_bind: false | ||
param :table_id, type: :string, required: true, auto_bind: false | ||
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param :schema, auto_bind: false # type: :array | ||
param :field_delimiter, type: :string, auto_bind: false, default: ',' | ||
param :mode, type: :string, auto_bind: false, default: 'append' # truncate, empty | ||
param :allow_jagged_rows, type: :bool, auto_bind: false, default: false | ||
param :max_bad_records, type: :integer, auto_bind: false, default: 0 | ||
param :ignore_unknown_values, type: :bool, auto_bind: false, default: false | ||
param :allow_quoted_newlines, type: :bool, auto_bind: false, default: false | ||
param :quote, type: :string, auto_bind: false, default: '"' | ||
param :skip_leading_rows, type: :interger, auto_bind: false, default: 0 | ||
param :source_format, type: :string, auto_bind: false, default: 'CSV' # NEWLINE_DELIMITED_JSON, AVRO | ||
param :wait, type: :integer, auto_bind: false, default: 60 | ||
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def output | ||
opts = { dataset_id: dataset_id, table_id: table_id } | ||
opts[:project_id] = project_id if project_id | ||
Tumugi::Plugin::BigqueryTableTarget.new(opts) | ||
end | ||
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def run | ||
if mode != 'append' | ||
raise Tumugi::ParameterError.new("Parameter 'schema' is required when 'mode' is 'truncate' or 'empty'") if schema.nil? | ||
end | ||
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key = "/#{key}" unless key.start_with?('/') | ||
source_uri = "gs://#{bucket}#{key}" | ||
log "Source: #{source_uri}" | ||
log "Destination: #{output}" | ||
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bq_client = output.client | ||
opts = { | ||
schema: schema, | ||
field_delimiter: field_delimiter, | ||
mode: mode.to_sym, | ||
allow_jagged_rows: allow_jagged_rows, | ||
max_bad_records: max_bad_records, | ||
ignore_unknown_values: ignore_unknown_values, | ||
allow_quoted_newlines: allow_quoted_newlines, | ||
quote: quote, | ||
skip_leading_rows: skip_leading_rows, | ||
source_format: source_format, | ||
project_id: _output.project_id, | ||
wait: wait | ||
} | ||
bq_client.load(_output.dataset_id, _output.table_id, source_uri, opts) | ||
end | ||
end | ||
end | ||
end |