# Copyright 2015 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. require "google/cloud/bigquery/schema/field" require "json" module Google module Cloud module Bigquery ## # # Table Schema # # A builder for BigQuery table schemas, passed to block arguments to # {Dataset#create_table} and {Table#schema}. Supports nested and # repeated fields via a nested block. # # @see https://cloud.google.com/bigquery/docs/loading-data#loading_denormalized_nested_and_repeated_data # Loading denormalized, nested, and repeated data # # @example # require "google/cloud/bigquery" # # bigquery = Google::Cloud::Bigquery.new # dataset = bigquery.dataset "my_dataset" # table = dataset.create_table "my_table" # # table.schema do |schema| # schema.string "first_name", mode: :required # schema.record "cities_lived", mode: :repeated do |cities_lived| # cities_lived.string "place", mode: :required # cities_lived.integer "number_of_years", mode: :required # end # end # class Schema class << self ## # Load a schema from a JSON file. # # The JSON schema file is the same as for the [`bq` # CLI](https://cloud.google.com/bigquery/docs/schemas#specifying_a_json_schema_file) # consisting of an array of JSON objects containing the following: # - `name`: The column [name](https://cloud.google.com/bigquery/docs/schemas#column_names) # - `type`: The column's [data # type](https://cloud.google.com/bigquery/docs/schemas#standard_sql_data_types) # - `description`: (Optional) The column's [description](https://cloud.google.com/bigquery/docs/schemas#column_descriptions) # - `mode`: (Optional) The column's [mode](https://cloud.google.com/bigquery/docs/schemas#modes) # (if unspecified, mode defaults to `NULLABLE`) # - `fields`: If `type` is `RECORD`, an array of objects defining # child fields with these properties # # @param [IO, String, Array] source An `IO` containing the JSON # schema, a `String` containing the JSON schema, or an `Array` of # `Hash`es containing the schema details. # # @return [Schema] A schema. # # @example # require "google/cloud/bigquery" # # schema = Google::Cloud::Bigquery::Schema.load( # File.read("schema.json") # ) # def load source new.load source end ## # Write a schema as JSON to a file. # # The JSON schema file is the same as for the [`bq` # CLI](https://cloud.google.com/bigquery/docs/schemas#specifying_a_json_schema_file). # # @param [Schema] schema A `Google::Cloud::Bigquery::Schema`. # # @param [IO, String] destination An `IO` to which to write the # schema, or a `String` containing the filename to write to. # # @return [Schema] The schema so that commands are chainable. # # @example # require "google/cloud/bigquery" # # bigquery = Google::Cloud::Bigquery.new # dataset = bigquery.dataset "my_dataset" # table = dataset.table "my_table" # schema = Google::Cloud::Bigquery::Schema.dump( # table.schema, # "schema.json" # ) # def dump schema, destination schema.dump destination end end ## # The fields of the table schema. # # @return [Array] An array of field objects. # # @example # require "google/cloud/bigquery" # # bigquery = Google::Cloud::Bigquery.new # dataset = bigquery.dataset "my_dataset" # table = dataset.table "my_table" # # schema = table.schema # # schema.fields.each do |field| # puts field.name # end # def fields if frozen? Array(@gapi.fields).map { |f| Field.from_gapi(f).freeze }.freeze else Array(@gapi.fields).map { |f| Field.from_gapi f } end end ## # The names of the fields as symbols. # # @return [Array] An array of column names. # # @example # require "google/cloud/bigquery" # # bigquery = Google::Cloud::Bigquery.new # dataset = bigquery.dataset "my_dataset" # table = dataset.create_table "my_table" # # schema = table.schema # # schema.headers.each do |header| # puts header # end # def headers fields.map(&:name).map(&:to_sym) end ## # Retrieve a field by name. # # @return [Field] A field object. # # @example # require "google/cloud/bigquery" # # bigquery = Google::Cloud::Bigquery.new # dataset = bigquery.dataset "my_dataset" # table = dataset.table "my_table" # # field = table.schema.field "name" # field.required? #=> true # def field name f = fields.find { |fld| fld.name == name.to_s } return nil if f.nil? yield f if block_given? f end ## # Whether the schema has no fields defined. # # @return [Boolean] `true` when there are no fields, `false` otherwise. # def empty? fields.empty? end ## # Load the schema from a JSON file. # # The JSON schema file is the same as for the [`bq` # CLI](https://cloud.google.com/bigquery/docs/schemas#specifying_a_json_schema_file) # consisting of an array of JSON objects containing the following: # - `name`: The column [name](https://cloud.google.com/bigquery/docs/schemas#column_names) # - `type`: The column's [data # type](https://cloud.google.com/bigquery/docs/schemas#standard_sql_data_types) # - `description`: (Optional) The column's [description](https://cloud.google.com/bigquery/docs/schemas#column_descriptions) # - `mode`: (Optional) The column's [mode](https://cloud.google.com/bigquery/docs/schemas#modes) # (if unspecified, mode defaults to `NULLABLE`) # - `fields`: If `type` is `RECORD`, an array of objects defining child # fields with these properties # # @param [IO, String, Array] source An `IO` containing the JSON # schema, a `String` containing the JSON schema, or an `Array` of # `Hash`es containing the schema details. # # @return [Schema] The schema so that commands are chainable. # # @example # require "google/cloud/bigquery" # # bigquery = Google::Cloud::Bigquery.new # dataset = bigquery.dataset "my_dataset" # table = dataset.table "my_table" do |table| # table.schema.load File.read("path/to/schema.json") # end # def load source if source.respond_to?(:rewind) && source.respond_to?(:read) source.rewind schema_json = String source.read elsif source.is_a? Array schema_json = JSON.dump source else schema_json = String source end schema_json = %({"fields":#{schema_json}}) @gapi = Google::Apis::BigqueryV2::TableSchema.from_json schema_json self end ## # Write the schema as JSON to a file. # # The JSON schema file is the same as for the [`bq` # CLI](https://cloud.google.com/bigquery/docs/schemas#specifying_a_json_schema_file). # # @param [IO, String] destination An `IO` to which to write the schema, # or a `String` containing the filename to write to. # # @return [Schema] The schema so that commands are chainable. # # @example # require "google/cloud/bigquery" # # bigquery = Google::Cloud::Bigquery.new # dataset = bigquery.dataset "my_dataset" # table = dataset.table "my_table" # table.schema.dump "schema.json" # def dump destination if destination.respond_to?(:rewind) && destination.respond_to?(:write) destination.rewind destination.write JSON.dump(fields.map(&:to_hash)) else File.write String(destination), JSON.dump(fields.map(&:to_hash)) end self end ## # Adds a string field to the schema. # # @param [String] name The field name. The name must contain only # letters (a-z, A-Z), numbers (0-9), or underscores (_), and must # start with a letter or underscore. The maximum length is 128 # characters. # @param [String] description A description of the field. # @param [Symbol] mode The field's mode. The possible values are # `:nullable`, `:required`, and `:repeated`. The default value is # `:nullable`. # def string name, description: nil, mode: :nullable add_field name, :string, description: description, mode: mode end ## # Adds an integer field to the schema. # # @param [String] name The field name. The name must contain only # letters (a-z, A-Z), numbers (0-9), or underscores (_), and must # start with a letter or underscore. The maximum length is 128 # characters. # @param [String] description A description of the field. # @param [Symbol] mode The field's mode. The possible values are # `:nullable`, `:required`, and `:repeated`. The default value is # `:nullable`. # def integer name, description: nil, mode: :nullable add_field name, :integer, description: description, mode: mode end ## # Adds a floating-point number field to the schema. # # @param [String] name The field name. The name must contain only # letters (a-z, A-Z), numbers (0-9), or underscores (_), and must # start with a letter or underscore. The maximum length is 128 # characters. # @param [String] description A description of the field. # @param [Symbol] mode The field's mode. The possible values are # `:nullable`, `:required`, and `:repeated`. The default value is # `:nullable`. # def float name, description: nil, mode: :nullable add_field name, :float, description: description, mode: mode end ## # Adds a numeric number field to the schema. Numeric is a # fixed-precision numeric type with 38 decimal digits, 9 that follow the # decimal point. # # @param [String] name The field name. The name must contain only # letters (a-z, A-Z), numbers (0-9), or underscores (_), and must # start with a letter or underscore. The maximum length is 128 # characters. # @param [String] description A description of the field. # @param [Symbol] mode The field's mode. The possible values are # `:nullable`, `:required`, and `:repeated`. The default value is # `:nullable`. # def numeric name, description: nil, mode: :nullable add_field name, :numeric, description: description, mode: mode end ## # Adds a boolean field to the schema. # # @param [String] name The field name. The name must contain only # letters (a-z, A-Z), numbers (0-9), or underscores (_), and must # start with a letter or underscore. The maximum length is 128 # characters. # @param [String] description A description of the field. # @param [Symbol] mode The field's mode. The possible values are # `:nullable`, `:required`, and `:repeated`. The default value is # `:nullable`. # def boolean name, description: nil, mode: :nullable add_field name, :boolean, description: description, mode: mode end ## # Adds a bytes field to the schema. # # @param [String] name The field name. The name must contain only # letters (a-z, A-Z), numbers (0-9), or underscores (_), and must # start with a letter or underscore. The maximum length is 128 # characters. # @param [String] description A description of the field. # @param [Symbol] mode The field's mode. The possible values are # `:nullable`, `:required`, and `:repeated`. The default value is # `:nullable`. # def bytes name, description: nil, mode: :nullable add_field name, :bytes, description: description, mode: mode end ## # Adds a timestamp field to the schema. # # @param [String] name The field name. The name must contain only # letters (a-z, A-Z), numbers (0-9), or underscores (_), and must # start with a letter or underscore. The maximum length is 128 # characters. # @param [String] description A description of the field. # @param [Symbol] mode The field's mode. The possible values are # `:nullable`, `:required`, and `:repeated`. The default value is # `:nullable`. def timestamp name, description: nil, mode: :nullable add_field name, :timestamp, description: description, mode: mode end ## # Adds a time field to the schema. # # @param [String] name The field name. The name must contain only # letters (a-z, A-Z), numbers (0-9), or underscores (_), and must # start with a letter or underscore. The maximum length is 128 # characters. # @param [String] description A description of the field. # @param [Symbol] mode The field's mode. The possible values are # `:nullable`, `:required`, and `:repeated`. The default value is # `:nullable`. # def time name, description: nil, mode: :nullable add_field name, :time, description: description, mode: mode end ## # Adds a datetime field to the schema. # # @param [String] name The field name. The name must contain only # letters (a-z, A-Z), numbers (0-9), or underscores (_), and must # start with a letter or underscore. The maximum length is 128 # characters. # @param [String] description A description of the field. # @param [Symbol] mode The field's mode. The possible values are # `:nullable`, `:required`, and `:repeated`. The default value is # `:nullable`. # def datetime name, description: nil, mode: :nullable add_field name, :datetime, description: description, mode: mode end ## # Adds a date field to the schema. # # @param [String] name The field name. The name must contain only # letters (a-z, A-Z), numbers (0-9), or underscores (_), and must # start with a letter or underscore. The maximum length is 128 # characters. # @param [String] description A description of the field. # @param [Symbol] mode The field's mode. The possible values are # `:nullable`, `:required`, and `:repeated`. The default value is # `:nullable`. # def date name, description: nil, mode: :nullable add_field name, :date, description: description, mode: mode end ## # Adds a record field to the schema. A block must be passed describing # the nested fields of the record. For more information about nested # and repeated records, see [Loading denormalized, nested, and repeated # data # ](https://cloud.google.com/bigquery/docs/loading-data#loading_denormalized_nested_and_repeated_data). # # @param [String] name The field name. The name must contain only # letters (a-z, A-Z), numbers (0-9), or underscores (_), and must # start with a letter or underscore. The maximum length is 128 # characters. # @param [String] description A description of the field. # @param [Symbol] mode The field's mode. The possible values are # `:nullable`, `:required`, and `:repeated`. The default value is # `:nullable`. # @yield [field] a block for setting the nested record's schema # @yieldparam [Field] field the object accepting the # nested schema # # @example # require "google/cloud/bigquery" # # bigquery = Google::Cloud::Bigquery.new # dataset = bigquery.dataset "my_dataset" # table = dataset.create_table "my_table" # # table.schema do |schema| # schema.string "first_name", mode: :required # schema.record "cities_lived", mode: :repeated do |cities_lived| # cities_lived.string "place", mode: :required # cities_lived.integer "number_of_years", mode: :required # end # end # def record name, description: nil, mode: nil # TODO: do we need to raise if no block was given? raise ArgumentError, "a block is required" unless block_given? nested_field = add_field name, :record, description: description, mode: mode yield nested_field nested_field end # @private def changed? return false if frozen? @original_json != @gapi.to_json end # @private # @param [Google::Apis::BigqueryV2::TableSchema, nil] gapi Returns an # empty schema if nil or no arg is provided. The default is nil. # def self.from_gapi gapi = nil gapi ||= Google::Apis::BigqueryV2::TableSchema.new fields: [] gapi.fields ||= [] new.tap do |s| s.instance_variable_set :@gapi, gapi s.instance_variable_set :@original_json, gapi.to_json end end # @private def to_gapi @gapi end # @private def == other return false unless other.is_a? Schema to_gapi.to_json == other.to_gapi.to_json end protected def frozen_check! return unless frozen? raise ArgumentError, "Cannot modify a frozen schema" end def add_field name, type, description: nil, mode: :nullable frozen_check! new_gapi = Google::Apis::BigqueryV2::TableFieldSchema.new( name: String(name), type: verify_type(type), description: description, mode: verify_mode(mode), fields: [] ) # Remove any existing field of this name @gapi.fields ||= [] @gapi.fields.reject! { |f| f.name == new_gapi.name } # Add to the nested fields @gapi.fields << new_gapi # return the public API object Field.from_gapi new_gapi end def verify_type type type = type.to_s.upcase unless Field::TYPES.include? type raise ArgumentError, "Type '#{type}' not found" end type end def verify_mode mode mode = :nullable if mode.nil? mode = mode.to_s.upcase unless Field::MODES.include? mode raise ArgumentError "Unable to determine mode for '#{mode}'" end mode end end end end end