# Jubatus: Online machine learning framework for distributed environment
# Copyright (C) 2011,2012 Preferred Networks and Nippon Telegraph and Telephone Corporation.
#
# This library is free software; you can redistribute it and/or
# modify it under the terms of the GNU Lesser General Public
# License version 2.1 as published by the Free Software Foundation.
#
# This library is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
# Lesser General Public License for more details.
#
# You should have received a copy of the GNU Lesser General Public
# License along with this library; if not, write to the Free Software
# Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301  USA

message scored_datum {
  0: double score
  1: datum data
}

service regression {

  #@random #@update #@pass
  int train(0: list<scored_datum> train_data)

  #@random #@analysis #@pass
  list<double>  estimate(0: list<datum>  estimate_data)

  #@broadcast #@update #@all_and
  bool clear()

}
