#!/usr/bin/env ruby
require 'sinatra'
require 'sinatra/cross_origin'
require "sinatra/reloader"
require 'nanomsg'
require 'zipf'
require 'json'
require 'haml'
# #############################################################################
# Load configuration file and setup global variables
# #############################################################################
require_relative "#{ARGV[0]}" # load configuration for this session
$lock = false # lock if currently learning/translating
$last_reply = nil # cache last reply
$confirmed = true # client received translation?
if !FileTest.exist? LOCK_FILE # locked?
$db = {} # FIXME: that is supposed to be a database connection
$env = {} # environment variables (socket connections to daemons)
end
# #############################################################################
# Daemons
# #############################################################################
$daemons = {
:tokenizer => "/fast_scratch/simianer/lfpe/lfpe/util/wrapper.rb -a tokenize -S '__ADDR__' -e #{EXTERNAL} -l #{TARGET_LANG}",
:detokenizer => "/fast_scratch/simianer/lfpe/lfpe/util/wrapper.rb -a detokenize -S '__ADDR__' -e #{EXTERNAL} -l #{TARGET_LANG}",
:truecaser => "/fast_scratch/simianer/lfpe/lfpe/util/wrapper.rb -a truecase -S '__ADDR__' -e #{EXTERNAL} -t #{SESSION_DIR}/truecase.model",
:dtrain => "#{CDEC}/training/dtrain/dtrain_net_interface -c #{SESSION_DIR}/dtrain.ini -d #{WORK_DIR}/dtrain.debug.json -o #{WORK_DIR}/weights -a '__ADDR__'",
:extractor => "python -m cdec.sa.extract -c #{SESSION_DIR}/sa.ini --online -u -S '__ADDR__'",
:aligner_fwd => "#{CDEC}/word-aligner/net_fa -f #{SESSION_DIR}/forward.params -m #{FWD_MEAN_SRCLEN_MULT} -T #{FWD_TENSION} --sock_url '__ADDR__'",
:aligner_back => "#{CDEC}/word-aligner/net_fa -f #{SESSION_DIR}/backward.params -m #{BACK_MEAN_SRCLEN_MULT} -T #{BACK_TENSION} --sock_url '__ADDR__'",
:atools => "#{CDEC}/utils/atools_net -c grow-diag-final-and -S '__ADDR__'"
}
# #############################################################################
# Set-up Sinatra
# #############################################################################
set :bind, SERVER_IP
set :port, WEB_PORT
set :allow_origin, :any
set :allow_methods, [:get, :post, :options]
set :allow_credentials, true
set :max_age, "1728000"
set :expose_headers, ['Content-Type']
set :public_folder, File.dirname(__FILE__) + '/static'
# #############################################################################
# Helper functions
# #############################################################################
def logmsg name, msg
STDERR.write "[#{name}] #{msg}\n"
end
def start_daemon cmd, name, addr
logmsg :server, "starting #{name} daemon"
cmd.gsub! '__ADDR__', addr
pid = fork do
exec cmd
end
sock = NanoMsg::PairSocket.new
sock.connect addr
logmsg :server, "< got #{sock.recv} from #{name}"
return sock, pid
end
def stop_all_daemons
logmsg :server, "shutting down all daemons"
$env.each { |name,p|
p[:socket].send "shutdown" # every daemon shuts down after receiving this keyword
logmsg :server, "< #{name} is #{p[:socket].recv}"
}
end
def update_database
$db['progress'] += 1
j = JSON.generate $db # FIXME: proper database
f = WriteFile.new DB_FILE
f.write j.to_s
f.close
end
def init
# database connection
$db = JSON.parse ReadFile.read DB_FILE # FIXME: proper database
# working directory
`mkdir -p #{WORK_DIR}/g`
# setup environment, start daemons
port = BEGIN_PORT_RANGE
$daemons.each { |name,cmd|
sock, pid = start_daemon cmd, name, "tcp://127.0.0.1:#{port}"
$env[name] = { :socket => sock, :pid => pid }
port += 1
}
# lock
`touch #{LOCK_FILE}`
end
def send_recv daemon, msg # simple pair communcation
socket = $env[daemon][:socket] # query -> answer
logmsg daemon, "> sending message: '#{msg}'"
socket.send msg
logmsg daemon, "waiting ..."
ans = socket.recv.force_encoding("UTF-8").strip
logmsg daemon, "< received answer: '#{ans}'"
return ans
end
# #############################################################################
# Run init() [just once]
# #############################################################################
init if !FileTest.exist?(LOCK_FILE)
# #############################################################################
# Routes
# #############################################################################
get '/' do
cross_origin
return "" # return
end
get '/next' do # (receive post-edit, update models), send next translation
cross_origin
# already processing request?
return "locked" if $lock # return
$lock = true
key = params[:key] # FIXME: do something with it, e.g. simple auth
# received post-edit -> update models
# 0. save raw post-edit
# 1. tokenize
# 2. truecase
# 3. save processed post-edit
# 4. update weights
# 5. update grammar extractor
# 5a. forward alignment
# 5b. backward alignment
# 5c. symmetrize alignment
# 5d. actual update
# 6. update database
if params[:example]
# 0. save raw post-edit
source, reference = params[:example].strip.split(" ||| ")
$db['post_edits_raw'] << reference.strip
# 1. tokenize
reference = send_recv :tokenizer, reference
# 2. truecase
reference = send_recv :truecaser, reference
# 3. save processed post-edits
logmsg "db", "saving processed post-edit"
$db['post_edits'] << reference.strip
# 4. update weights
grammar = "#{WORK_DIR}/g/#{$db['progress']}.grammar"
annotated_source = " #{source} "
send_recv :dtrain, "#{annotated_source} ||| #{reference}"
# 5. update grammar extractor
# 5a. get forward alignment
a_fwd = send_recv :aligner_fwd, "#{source} ||| #{reference}"
# 5b. get backward alignment
a_back = send_recv :aligner_back, "#{source} ||| #{reference}"
# 5c. symmetrize alignment
a = send_recv :atools, "#{a_fwd} ||| #{a_back}"
# 5d actual extractor
send_recv :extractor, "default_context ||| #{source} ||| #{reference} ||| #{a}"
# 6. update database
logmsg "db", "updating database"
update_database
end
source = $db['source_segments'][$db['progress']]
raw_source = $db['raw_source_segments'][$db['progress']]
if !source # input is done -> displays 'Thank you!'
logmsg "server", "end of input, sending 'fi'"
$lock = false
return "fi" # return
elsif !$confirmed
logmsg :server, "locked, re-sending last reply"
$lock = false
return $last_reply # return
else
# translate next sentence
# 1. generate grammar
# 2. translate
# 3. detokenize
# 4. reply
source.strip!
# 1. generate grammar for current sentence
grammar = "#{WORK_DIR}/g/#{$db['progress']}.grammar"
send_recv :extractor, "default_context ||| #{source} ||| #{grammar}"
# 2. translation
msg = "act:translate ||| #{source} "
transl = send_recv :dtrain, msg
# 3. detokenizer
transl = send_recv :detokenizer, transl
# 4. reply
$last_reply = "#{$db['progress']}\t#{source}\t#{transl.strip}\t#{raw_source}"
$lock = false
$confirmed = false
logmsg :server, "response: '#{$last_reply}'"
return $last_reply # return
end
return "oh oh" # return FIXME: do something sensible
end
get '/debug' do # debug view
fn = "#{WORK_DIR}/dtrain.debug.json" # TODO: other tools
data = JSON.parse ReadFile.read(fn).force_encoding("UTF-8")
haml :debug, :locals => { :data => data, :session_key => SESSION_KEY }
end
get '/confirm' do # client confirms received translation
cross_origin
$confirmed = true
logmsg :server, "confirmed = #{$confirmed}"
return "#{$confirmed}"
end
get '/shutdown' do # stop daemons and shut down server
logmsg :server, "shutting down daemons"
stop_all_daemons
return "stopped all daemons, ready to shutdown"
end
get '/reset' do # reset current session
return "locked" if $lock
$db = JSON.parse ReadFile.read DB_FILE # FIXME: proper database
$db['post_edits'].clear
$db['post_edits_raw'].clear
update_database
$db['progress'] = 0
$confirmed = true
return "#{$db.to_s}"
end
get '/set_learning_rate/:rate' do
logmsg :server, "set learning rate, #{params[:rate]}"
return "locked" if $lock
send_recv :dtrain, "set_learning_rate #{params[:rate].to_f}"
return "done"
end
get '/set_sparse_learning_rate/:rate' do
logmsg :server, "set sparse learning rate, #{params[:rate]}"
return "locked" if $lock
send_recv :dtrain, "set_sparse_learning_rate #{params[:rate].to_f}"
return "done"
end
get '/reset_weights' do
logmsg :server, "reset weights"
return "locked" if $lock
send_recv :dtrain, "reset_weights"
return "done"
end
get '/reset_extractor' do
logmsg :server, "reset extractor"
return "locked" if $lock
send_recv :extractor, "default_context ||| drop"
return "done"
end
get '/load/:name' do # load other db file than configured
return "locked" if $lock
$db = JSON.parse ReadFile.read "#{SESSION_DIR}/#{params[:name]}.json.original"
$db['post_edits'].clear
$db['post_edits_raw'].clear
update_database
$db['progress'] = 0
$confirmed = true
"#{$db.to_s}"
end