mosesdecoder/scripts/server/sim-pe.py
Jeroen Vermeulen ef028446f3 Add license notices to scripts.
This is not pleasant to read (and much, much less pleasant to write!) but
sort of necessary in an open project.  Right now it's quite hard to figure
out what is licensed how, which doesn't matter much to most people but can
suddenly become very important when people want to know what they're being
allowed to do.

I kept the notices as short as I could.  As far as I could see, everything
without a clear license notice is LGPL v2.1 or later.
2015-05-29 18:30:26 +07:00

320 lines
9.7 KiB
Python
Executable File

#!/usr/bin/env python
# -*- coding: utf-8 -*-
# Written by Ulrich Germann on the basis of contrib/server/client.py.
#
# This file is part of moses. Its use is licensed under the GNU Lesser General
# Public License version 2.1 or, at your option, any later version.
"""Simulate post-editing of MT output.
Incrementally updates the dynamic phrase tables in the moses server.
"""
import argparse
import os
import sys
import time
import xmlrpclib
import moses
from subprocess import (
PIPE,
Popen,
)
mserver = moses.MosesServer()
# We must perform some custom argument processing, as moses parameter
# specifications do not comply with the standards used in standard
# argument parsing packages; an isolated double dash separates script
# arguments from moses arguments
def split_args(all_args):
"""
Split argument list all_args into arguments specific to this script and
arguments relating to the moses server. An isolated double dash acts as
the separator between the two types of arguments.
"""
my_args = []
mo_args = []
arglist = mo_args
i = 0
# IMPORTANT: the code below must be coordinated with
# - the evolution of moses command line arguments
# - mert-moses.pl
while i < len(all_args):
# print i,"MY_ARGS", my_args
# print i,"MO_ARGS", mo_args
if all_args[i] == "--[":
arglist = my_args
elif all_args[i] == "--]":
arglist = mo_args
elif all_args[i] == "-i" or all_args[i] == "-input-file":
my_args.extend(["-i", all_args[i + 1]])
i += 1
elif all_args[i] == "-inputtype":
if all_args[i + 1] != "0":
# Not yet supported! Therefore:
errmsg = (
"FATAL ERROR: "
"%s only supports plain text input at this point."
% sys.argv[0])
raise Exception(errmsg)
# my_args.extend(["--input-type",all_args[i+1]])
i += 1
elif all_args[i] == "-lattice-samples":
# my_args.extend(["--lattice-sample",all_args[i+2]])
# my_args.extend(["--lattice-sample-file",all_args[i+1]])
# mo_args[i:i+3] = []
# i += 2
# This is not yet supported! Therefore:
errmsg = (
"FATAL ERROR: %s does not yet support lattice sampling."
% sys.argv[0])
raise Exception(errmsg)
elif all_args[i] == "-n-best-list":
my_args.extend(["--nbest", all_args[i + 2]])
my_args.extend(["--nbest-file", all_args[i + 1]])
i += 2
elif all_args[i] == "-n-best-distinct":
my_args.extend(["-u"])
else:
arglist.append(all_args[i])
pass
i += 1
pass
return my_args, mo_args
def interpret_args(my_args):
"""
Parse script-specific argument list.
"""
aparser = argparse.ArgumentParser()
aparser.add_argument(
"-s", "--server-cmd", default="mosesserver", dest="servercmd",
help="Path to moses server command.")
aparser.add_argument(
"--url", help="URL of external moses server.")
aparser.add_argument(
"-p", "--port", type=int, default=7447,
help="Port number to be used for server.")
# Input / output.
aparser.add_argument(
"-i", "--input", default='-', help="source file")
aparser.add_argument(
"-r", "--ref", default=None, help="Reference translation.")
aparser.add_argument(
"-a", "--aln", default=None, help="Alignment.")
aparser.add_argument(
"-o", "--output", default="-", help="Output file.")
aparser.add_argument(
"-d", "--debug", action='store_true', help="Debug mode.")
# Moses reporting options.
aparser.add_argument(
"-A", "--with-alignment", dest="A", action='store_true',
help="Include alignment in output.")
aparser.add_argument(
"-G", "--with-graph", type=bool, default=False, dest="G",
help="Include search graph info in output.")
aparser.add_argument(
"-T", "--with-transopt", type=bool, default=False, dest="T",
help="Include translation options info in output.")
aparser.add_argument(
"-F", "--report-all-factors", action="store_true", dest="F",
help="Report all factors.")
aparser.add_argument(
"-n", "--nbest", type=int, dest="nbest", default=0,
help="Size of nbest list.")
aparser.add_argument(
"-N", "--nbest-file", dest="nbestFile", default=0,
help="Output file for nbest list.")
aparser.add_argument(
"-u", "--nbest-distinct", type=bool, dest="U", default=False,
help="Report all factors.")
return aparser.parse_args(my_args)
def translate(proxy, args, line):
if type(line) is unicode:
param = {'text': line.strip().encode('utf8')}
elif type(line) is str:
param = {'text': line.strip()}
else:
raise Exception("Can't handle input")
if args.A:
param['align'] = True
if args.T:
param['topt'] = True
if args.F:
param['report-all-factors'] = True
if args.nbest:
param['nbest'] = int(args.nbest)
param['add-score-breakdown'] = True
pass
if args.U:
param['nbest-distinct'] = True
pass
attempts = 0
while attempts < 20:
t1 = time.time()
try:
return proxy.translate(param)
# except xmlrpclib.Fault as e:
# except xmlrpclib.ProtocolError as e:
# except xmlrpclib.ResponseError as e:
except xmlrpclib.Error as e:
sys.stderr.flush()
print >>sys.stderr, " XMLRPC error:", e
print >>sys.stderr, "Input was"
print >>sys.stderr, param
sys.exit(1)
except IOError as e:
print >>sys.stderr, (
"I/O error({0}): {1}".format(e.errno, e.strerror))
time.sleep(5)
except:
serverstatus = mserver.process.poll()
if serverstatus is None:
print >>sys.stderr, (
"Connection failed after %f seconds" % (time.time() - t1))
attempts += 1
if attempts > 10:
time.sleep(10)
else:
time.sleep(5)
else:
print >>sys.stderr, (
"Oopsidaisy, server exited with code %d (signal %d)"
% (serverstatus / 256, serverstatus % 256))
pass
pass
pass
raise Exception("Exception: could not reach translation server.")
def read_data(fname):
"""
Read and return data (source, target or alignment) from file fname.
"""
if fname[-3:] == ".gz":
process = Popen(["zcat", fname], stdout=PIPE)
stdout, _ = process.communicate()
foo = stdout.strip().split('\n')
else:
foo = [x.strip() for x in open(fname).readlines()]
return foo
def repack_result(idx, result):
global args
if args.nbest:
for h in result['nbest']:
fields = [idx, h['hyp'], h['fvals'], h['totalScore']]
for i in xrange(len(fields)):
if type(fields[i]) is unicode:
fields[i] = fields[i].encode('utf-8')
pass
pass
# Print fields.
print >>NBestFile, "%d ||| %s ||| %s ||| %f" % tuple(fields)
pass
if 'align' in result:
t = result['text'].split()
span = ''
i = 0
k = 0
for a in result['align']:
k = a['tgt-start']
if k:
print " ".join(t[i:k]).encode('utf8'), span,
i = k
span = "|%d %d|" % (a['src-start'], a['src-end'])
print " ".join(t[k:]).encode('utf8'), span
else:
print result['text'].encode('utf8')
if __name__ == "__main__":
my_args, mo_args = split_args(sys.argv[1:])
# print "MY ARGS", my_args
# print "MO_ARGS", mo_args
global args
args = interpret_args(my_args)
if "-show-weights" in mo_args:
# This is for use during tuning, where moses is called to get a list
# of feature names.
devnull = open(os.devnull, "w")
mo = Popen(mserver.cmd + mo_args, stdout=PIPE, stderr=devnull)
print mo.communicate()[0].strip()
sys.exit(0)
pass
if args.nbest:
if args.nbestFile:
NBestFile = open(args.nbestFile, "w")
else:
NBestFile = sys.stdout
pass
pass
ref = None
aln = None
if args.ref:
ref = read_data(args.ref)
if args.aln:
aln = read_data(args.aln)
if ref and aln:
try:
mo_args.index("--serial")
except:
mo_args.append("--serial")
pass
pass
if args.url:
mserver.connect(args.url)
else:
mserver.start(args=mo_args, port=args.port, debug=args.debug)
pass
if (args.input == "-"):
line = sys.stdin.readline()
idx = 0
while line:
result = translate(mserver.proxy, args, line)
repack_result(idx, result)
line = sys.stdin.readline()
idx += 1
else:
src = read_data(args.input)
for i in xrange(len(src)):
result = translate(mserver.proxy, args, src[i])
repack_result(i, result)
if args.debug:
print >>sys.stderr, result['text'].encode('utf-8')
pass
if ref and aln:
result = mserver.proxy.updater({
'source': src[i],
'target': ref[i],
'alignment': aln[i],
})