Module: DBX

Defined in:
lib/dbx.rb,
lib/dbx/differ.rb,
lib/dbx/model_base.rb

Overview

#rubocop:disable all

Defined Under Namespace

Modules: Differ Classes: ModelBase

Constant Summary collapse

CONFIG_PATH = 
'dbx.yml'

Class Method Summary collapse

Class Method Details

.column_types(src, sample_rows: config_sample_rows, csv_options: {}) ⇒ Hash<String, Symbol>

Read source as CSV and detect types based on ‘sample_rows` Types returns match with ActiveRecord column types. Types are memory cached by `src`.

Returns:

  • (Hash<String, Symbol>) —

    column name to type symbols



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# File 'lib/dbx.rb', line 123

def column_types(src, sample_rows: config_sample_rows, csv_options: {})
  headers = nil
  count = 0
  csv_options[:headers] = false
  @types ||= {}

  types = @types[src]
  return types if types
  types = []

  CSV.foreach(src, **csv_options) do |row|
    unless headers
      headers = row.map(&:downcase)
      next
    end

    headers.each_with_index do |header, i|
      next if types[i] == :string

      pattern_type = config['column_patterns'].detect{ |pat, _| header =~ /#{pat}/ }
      if pattern_type
        types[i] = pattern_type.last
        next
      end

      type = detect_type(row[i])
      next if type.nil?
      if types[i] == :decimal && type == :integer
        # keep decimal
      elsif types[i] == :datetime && type == :date
        # keep datetime
      else
        # assign the new type
        types[i] = type
      end
    end
    # stop after max rows reached
    break if (count += 1) > sample_rows
  end
  # any remaining nil types are assigned as :string
  types.size.times{|i| types[i] ||= :string }
  @types[src] = Hash[headers.zip(types)]
end

.config ⇒ Object 



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# File 'lib/dbx.rb', line 21

def config
  @config ||= config_from_yaml
end

.config_auto_index_pattern ⇒ Object 



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# File 'lib/dbx.rb', line 37

def config_auto_index_pattern
  config['auto_index_pattern']
end

.config_db ⇒ Object 



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

def config_db
  ENV['DATABASE_URL'] || config['db'] || raise('`db` not set as command line option or `dbx.yml`')
end

.config_from_yaml ⇒ Object 



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# File 'lib/dbx.rb', line 25

def config_from_yaml
  if File.file?(CONFIG_PATH)
    YAML.load(IO.read(CONFIG_PATH))
  else
    {}
  end
end

.config_sample_rows ⇒ Object 



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# File 'lib/dbx.rb', line 33

def config_sample_rows
  config['sample_rows'] || 100
end

.connection(db_url: config_db, &block) ⇒ Object 



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# File 'lib/dbx.rb', line 54

def connection(db_url: config_db, &block)
  # ENV['DATABASE_URL'] = db_url
  # @pool ||= ModelBase.establish_connection(db_url)
  @pool ||= begin
    ModelBase.establish_connection(db_url)
    ModelBase.logger = Logger.new(tty)
  end
  ModelBase.connection_pool.with_connection(&block)
end

.create_table(src, name: nil, force: false, sample_rows: config_sample_rows, csv_options: {}) ⇒ Object 



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# File 'lib/dbx.rb', line 68

def create_table(src, name: nil, force: false, sample_rows: config_sample_rows, csv_options: {})
  name ||= parse_table_name(src)
  types = column_types(src, sample_rows: sample_rows, csv_options: csv_options)
  connection do |conn|
    conn.create_table name, force: force, id: false do |t|
      types.each do |column, type|
        t.send(type, column, nulls: true)
      end
    end
  end
end

.detect_type(value) ⇒ Object

Detect the column type given a value. May return nil if the value is blank.



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# File 'lib/dbx.rb', line 169

def detect_type(value)
  if value.blank?
    nil
  elsif value =~ /^\d+\.\d+$/
    :decimal
  elsif value =~ /^\d{1,10}$/
    :integer
  elsif value =~ /^\h{8}-\h{4}-\h{4}-\h{4}-\h{12}$/
    :uuid
  elsif value =~ /^\d{4}(\D)\d{2}\1\d{2}$/ && (Date.parse(value) rescue false)
    :date
  elsif (Time.parse(value) rescue false)
    :datetime
  else
    :string
  end
end

.import_table(src, name: nil, force: false, sample_rows: config_sample_rows, csv_options: {}) ⇒ Object

TODO parse CSV options into Postgres



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# File 'lib/dbx.rb', line 81

def import_table(src, name: nil, force: false, sample_rows: config_sample_rows, csv_options: {})
  name ||= parse_table_name(src)
  connection do |conn|
    create_table(src, name: name, force: force, sample_rows: sample_rows, csv_options: csv_options)
    # TODO only postgres is support at the moment
    pg = conn.instance_variable_get(:@connection)
    types = column_types(src).keys.map{|m| %("#{m}")}

    pg_stmt = %{COPY "#{name}"(#{types.join(',')}) FROM STDIN CSV}
    conn.logger.debug(pg_stmt)
    pg.copy_data(pg_stmt) do
      first = true
      IO.foreach(src) do |line|
        if first
          first = false
          next
        end
        pg.put_copy_data(line)
      end
    end

    unless config_auto_index_pattern.blank?
      index_table(name, pattern: /#{config_auto_index_pattern}/)
    end
  end
  name
end

.index_table(table_name, pattern: nil) ⇒ Object 



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# File 'lib/dbx.rb', line 109

def index_table(table_name, pattern: nil)
  connection do |conn|
    conn.columns(table_name).each_with_index do |column, i|
      next unless column.name =~ pattern
      conn.add_index(table_name, [column.name], name: "idx_#{table_name}_#{i.to_s.rjust(2,'0')}")
    end
  end
end

.info(msg) ⇒ Object 



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# File 'lib/dbx.rb', line 50

def info(msg)
  tty.puts("\e[33m#{msg}\e[0m")
end

.parse_table_name(src) ⇒ Object 



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# File 'lib/dbx.rb', line 64

def parse_table_name(src)
  File.basename(src).sub(File.extname(src), '').downcase
end

.tty ⇒ Object

TODO what about windows?!



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

def tty
  @tty ||= File.open('/dev/tty', 'a')
end