Class: Taps::DataStream

Inherits:
Object
  • Object
show all
Defined in:
lib/taps/data_stream.rb

Direct Known Subclasses

DataStreamKeyed

Constant Summary collapse

DEFAULT_CHUNKSIZE = 
1000

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(db, state) ⇒ DataStream

Returns a new instance of DataStream.



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# File 'lib/taps/data_stream.rb', line 14

def initialize(db, state)
  @db = db
  @state = {
    offset: 0,
    avg_chunksize: 0,
    num_chunksize: 0,
    total_chunksize: 0
  }.merge(state)
  @state[:chunksize] ||= DEFAULT_CHUNKSIZE
  @complete = false
end

Instance Attribute Details

#db ⇒ Object (readonly)

Returns the value of attribute db.



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# File 'lib/taps/data_stream.rb', line 12

def db
  @db
end

#state ⇒ Object (readonly)

Returns the value of attribute state.



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# File 'lib/taps/data_stream.rb', line 12

def state
  @state
end

Class Method Details

.factory(db, state) ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 230

def self.factory(db, state)
  if defined?(Sequel::MySQL) && Sequel::MySQL.respond_to?(:convert_invalid_date_time=)
    Sequel::MySQL.convert_invalid_date_time = :nil
  end

  return eval(state[:klass]).new(db, state) if state.key?(:klass)

  if Taps::Utils.single_integer_primary_key(db, state[:table_name].to_sym)
    DataStreamKeyed.new(db, state)
  else
    DataStream.new(db, state)
  end
end

.parse_json(json) ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 184

def self.parse_json(json)
  hash = ::OkJson.decode(json).symbolize_keys
  hash[:state].symbolize_keys! if hash.key?(:state)
  hash
end

Instance Method Details

#complete? ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/taps/data_stream.rb', line 128

def complete?
  @complete
end

#encode_rows(rows) ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 110

def encode_rows(rows)
  Taps::Utils.base64encode(Marshal.dump(rows))
end

#error ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 34

def error
  state[:error] || false
end

#error=(val) ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 30

def error=(val)
  state[:error] = val
end

#fetch ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 114

def fetch
  log.debug "DataStream#fetch state -> #{state.inspect}"

  t1 = Time.now
  rows = fetch_rows
  encoded_data = encode_rows(rows)
  t2 = Time.now
  elapsed_time = t2 - t1

  @complete = rows == {}

  [encoded_data, (@complete ? 0 : rows[:data].size), elapsed_time]
end

#fetch_chunksize ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 91

def fetch_chunksize
  chunksize = state[:chunksize]
  return chunksize if state[:num_chunksize] < max_chunksize_training
  return chunksize if state[:avg_chunksize] == 0
  return chunksize if state[:error]
  state[:avg_chunksize] > chunksize ? state[:avg_chunksize] : chunksize
end

#fetch_from_resource(resource, headers) ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 167

def fetch_from_resource(resource, headers)
  res = nil
  log.debug "DataStream#fetch_from_resource state -> #{state.inspect}"
  state[:chunksize] = Taps::Utils.calculate_chunksize(state[:chunksize]) do |c|
    state[:chunksize] = c.to_i
    res = resource.post({ state: ::OkJson.encode(to_hash) }, headers)
  end

  begin
    params = Taps::Multipart.parse(res)
    params[:json] = self.class.parse_json(params[:json]) if params.key?(:json)
    return params
  rescue ::OkJson::ParserError
    raise Taps::CorruptedData, 'Invalid OkJson Received'
  end
end

#fetch_remote(resource, headers) ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 132

def fetch_remote(resource, headers)
  params = fetch_from_resource(resource, headers)
  encoded_data = params[:encoded_data]
  json = params[:json]

  rows = parse_encoded_data(encoded_data, json[:checksum])
  @complete = rows == {}

  # update local state
  state.merge!(json[:state].merge(chunksize: state[:chunksize]))

  if @complete
    0
  else
    import_rows(rows)
    rows[:data].size
  end
end

#fetch_remote_in_server(params) ⇒ Object

this one is used inside the server process



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# File 'lib/taps/data_stream.rb', line 152

def fetch_remote_in_server(params)
  json = self.class.parse_json(params[:json])
  encoded_data = params[:encoded_data]

  rows = parse_encoded_data(encoded_data, json[:checksum])
  @complete = rows == {}

  if @complete
    0
  else
    import_rows(rows)
    rows[:data].size
  end
end

#fetch_rows ⇒ Object

keep a record of the average chunksize within the first few hundred thousand records, after chunksize goes below 100 or maybe if offset is > 1000



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# File 'lib/taps/data_stream.rb', line 75

def fetch_rows
  state[:chunksize] = fetch_chunksize
  ds = table.order(*order_by).limit(state[:chunksize], state[:offset])
  log.debug "DataStream#fetch_rows SQL -> #{ds.sql}"
  rows = Taps::Utils.format_data(ds.all,
                                 string_columns: string_columns,
                                 schema: db.schema(table_name),
                                 table: table_name)
  update_chunksize_stats
  rows
end

#import_rows(rows) ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 204

def import_rows(rows)
  table.import(rows[:header], rows[:data])
  state[:offset] += rows[:data].size
rescue Exception => ex
  case ex.message
  when /integer out of range/ then
    raise Taps::InvalidData, <<-ERROR, []
\nDetected integer data that exceeds the maximum allowable size for an integer type.
This generally occurs when importing from SQLite due to the fact that SQLite does
not enforce maximum values on integer types.
ERROR
  else raise ex
  end
end

#increment(row_count) ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 69

def increment(row_count)
  state[:offset] += row_count
end

#log ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 26

def log
  Taps.log
end

#max_chunksize_training ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 87

def max_chunksize_training
  20
end

#order_by(name = nil) ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 62

def order_by(name = nil)
  @order_by ||= begin
    name ||= table_name
    Taps::Utils.order_by(db, name)
  end
end

#parse_encoded_data(encoded_data, checksum) ⇒ Object

Raises:



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# File 'lib/taps/data_stream.rb', line 190

def parse_encoded_data(encoded_data, checksum)
  raise Taps::CorruptedData, 'Checksum Failed' unless Taps::Utils.valid_data?(encoded_data, checksum)

  begin
    return Marshal.load(Taps::Utils.base64decode(encoded_data))
  rescue Object
    unless ENV['NO_DUMP_MARSHAL_ERRORS']
      puts "Error encountered loading data, wrote the data chunk to dump.#{Process.pid}.dat"
      File.open("dump.#{Process.pid}.dat", 'w') { |f| f.write(encoded_data) }
    end
    raise
  end
end

#string_columns ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 54

def string_columns
  @string_columns ||= Taps::Utils.incorrect_blobs(db, table_name)
end

#table ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 58

def table
  @table ||= db[table_name_sql]
end

#table_name ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 38

def table_name
  state[:table_name].to_sym
end

#table_name_sql ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 42

def table_name_sql
  table_name.identifier
end

#to_hash ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 46

def to_hash
  state.merge(klass: self.class.to_s)
end

#to_json ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 50

def to_json
  ::OkJson.encode(to_hash)
end

#update_chunksize_stats ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 99

def update_chunksize_stats
  return if state[:num_chunksize] >= max_chunksize_training
  state[:total_chunksize] += state[:chunksize]
  state[:num_chunksize] += 1
  state[:avg_chunksize] = begin
                            state[:total_chunksize] / state[:num_chunksize]
                          rescue
                            state[:chunksize]
                          end
end

#verify_remote_stream(resource, headers) ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 223

def verify_remote_stream(resource, headers)
  json_raw = resource.post({ state: ::OkJson.encode(self) }, headers).to_s
  json = self.class.parse_json(json_raw)

  self.class.new(db, json[:state])
end

#verify_stream ⇒ Object 



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# File 'lib/taps/data_stream.rb', line 219

def verify_stream
  state[:offset] = table.count
end