Module: EsImporter

Extended by:
EsImporter
Included in:
EsImporter
Defined in:
lib/es_importer.rb,
lib/es_importer/version.rb

Constant Summary collapse

VERSION = 
"0.5.0"

Instance Method Summary collapse

Instance Method Details

#_deep_transform_keys_in_object(object, &block) ⇒ Object

taken from github.com/rails/rails/blob/f213e926892020f9ab6c8974612c59e2ba959253/activesupport/lib/active_support/core_ext/hash/keys.rb#L145



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# File 'lib/es_importer.rb', line 210

def _deep_transform_keys_in_object(object, &block)
  case object
  when Hash
    object.each_with_object({}) do |(key, value), result|
      result[yield(key)] = _deep_transform_keys_in_object(value, &block)
    end
  when Array
    object.map { |e| _deep_transform_keys_in_object(e, &block) }
  else
    object
  end
end

#add_importer(importer) ⇒ Object

save importer



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# File 'lib/es_importer.rb', line 41

def add_importer(importer)
  @importers.update(importer)
end

#configure(uri, logger: nil) ⇒ Object

configure state and return es client



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# File 'lib/es_importer.rb', line 9

def configure(uri, logger: nil)
  @importers    = {}
  @logger       = logger
  @es_uri       = uri
  @client       = Elasticsearch::Client.new transport: transport
end

#create_index!(index) ⇒ Object

create index



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# File 'lib/es_importer.rb', line 46

def create_index!(index)
  @logger&.debug("Creating #{index} index at #{@es_uri} ...")

  mapping   = @importers.dig(index, :mapping)
  keywords  = @importers.dig(index, :keywords)
  type_name = index.to_s.chomp('s')

  body = {

    # add mapping
    mappings: {
       type_name => {
        dynamic: false,
        properties: mapping.reduce({}) do |a, (k, v)|

          # field with only type def, ie. mapping: {user_id: :text}
          if v.kind_of?(Symbol)
            field_def = {type: v}
          # field with ull def, ie. mapping: {user_id: {type: :text, analyzer: :my_analyzer}}
          elsif v.kind_of?(Hash)
            field_def = v
          end

          # optional keywords
          field_def.update(keywords&.include?(k) ? {fields: {keyword: {type: :keyword}}} : {}) if keywords

          # set field definition
          a.update(k => field_def)
        end
      }
    }
  }

  # merge settings if its set
  settings = @importers.dig(index, :settings)
  body.update(settings: settings) if settings

  # create index
  @client.indices.create index: index, body: body

  rescue => error
    @logger&.debug("Error creating #{index} index. #{error.class}: #{error.message}")
    raise
end

#delete_index!(index) ⇒ Object

delete index



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# File 'lib/es_importer.rb', line 92

def delete_index!(index)
  @logger&.debug("Deleting #{index} index at #{@es_uri} ...")
  @client.indices.delete index: index
  rescue => error
    @logger&.debug("Error deleting #{index} index. #{error.class}: #{error.message}")
    raise
end

#import(index, documents) ⇒ Object

import documents



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# File 'lib/es_importer.rb', line 143

def import(index, documents)

  # accept single document
  documents = [documents] if documents.is_a?(Hash)

  # import stats init
  start_time  = Time.now
  imported    = {count: 0}
  failed      = {count: 0, items: []}

  # insert into elastic
  documents.each_with_index do |document, i|

    # transform document
    transformed_document = transform_document(index, document)

    # save it into index
    begin
      @client.index index: index, type: index.to_s.chomp('s'), id: transformed_document['es_id'], body: transformed_document
      imported[:count] +=1
    rescue => e
      if @logger&.debug?
        @logger.debug(e.class)
        @logger.debug(e.message)
      end
      failed[:count] +=1
      failed[:items] << {id: transformed_document['es_id'], error: e.message}
    end
  end

  # print import statistics
  if @logger&.debug?
    @logger.debug(">>> #{index} import statistics")
    @logger.debug("Imported: #{imported}")
    @logger.debug("Failed: #{failed}")
    @logger.debug("Time spent: #{Time.now - start_time} sec")
  end

  # return stats
  {imported: imported, failed: failed}
end

#import_in_bulk(index, documents) ⇒ Object 



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# File 'lib/es_importer.rb', line 185

def import_in_bulk(index, documents)
  # import stats init
  start_time  = Time.now

  # transform documents and build bulk payload
  transformed_documents_for_bulk = documents.map do |document|
    transformed_document = transform_document(index, document)
    es_id = transformed_document.delete('es_id')
    {index: { _index: index, _type: index.to_s.chomp('s'), _id: es_id, data: transformed_document}}
  end

  # import
  resp = @client.bulk body: transformed_documents_for_bulk

  # print import statistics
  if @logger&.debug?
    @logger.debug(">>> #{index} import statistics")
    @logger.debug("Time spent: #{Time.now - start_time} sec")
  end

  # return deserialized es response
  resp
end

#transform_document(index, document) ⇒ Object

transform document using converters



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# File 'lib/es_importer.rb', line 101

def transform_document(index, document)

  # convert all keys to strings
  document =  _deep_transform_keys_in_object(document, &:to_s)

  # convert keys or add new ones
  @importers.dig(index, :converters)&.each do |keys, converter|
    keys = keys.split('.')

    # transform existing key
    if value = document.dig(*keys)
      document[keys.first] = converter.call(value, document) if keys.size == 1 # lvl 1
      keys.first(keys.size-1).reduce(document, :fetch)[keys.last] = converter.call(value, document) if keys.size > 1 # lvl > 1

    # add new key
    else
      missing_key_index = nil
      keys.each_with_index do |key, i|
        missing_key_index = i and break unless document.dig(*keys.first(i + 1))
      end

      tail_keys = keys[missing_key_index..-1]
      tail_hash = keys[0...missing_key_index].reduce(document, :fetch)

      tail_keys.each_with_index do |key, i|
        tail_hash[tail_keys[i]] = tail_keys.size == i + 1 ? converter.call(document) : {}
        tail_hash = tail_hash[tail_keys[i]]
      end
    end
  end

  # add elastic id
  id_key            = @importers.dig(index, :id_key)
  generated_id      = document[id_key.to_s] if id_key.is_a?(Symbol) # single key
  generated_id      = id_key.reduce([]){|acc, key| acc << document[key.to_s]}.join('-') if id_key.is_a?(Array) # composite key
  document['es_id'] = generated_id

  # transformed document
  document
end

#transport ⇒ Object

init ransport



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# File 'lib/es_importer.rb', line 17

def transport
  # parse uri for host configuration
  es_uri = URI.parse(@es_uri)
  host_config = {host: es_uri.host, port: es_uri.port, scheme: es_uri.scheme}

  # aws support
  if is_amazon_uri = es_uri.host.include?('es.amazonaws.com')
    require 'aws-sdk-dynamodb'
    require 'faraday_middleware/aws_sigv4'
    aws_region = es_uri.host.split('.')[-4]
    credentials = Aws::DynamoDB::Client.new(region: aws_region).instance_eval{@config.credentials}
  end

  # configure client
  faraday_config = lambda do |faraday|
    faraday.request :aws_sigv4, credentials: credentials, service: 'es', region: aws_region if is_amazon_uri
    faraday.headers['Content-Type'] = 'application/json'
    faraday.adapter :typhoeus
  end

  Elasticsearch::Transport::Transport::HTTP::Faraday.new(hosts: [host_config], &faraday_config)
end