#!/usr/bin/env python # -*- coding: utf-8 -*- # # 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. """ Python utilities for moses This package mostly wraps standard Moses utilities into pipes. Written by Ulrich Germann This package borrows from scripts written by Christian Buck The package assumes that there is a complete moses installation (including scripts) under one root directory, e.g., via :: bjam --with-xmlrpc-c=... [...] --install-scripts --prefix=${HOME}/moses By default, this root directory is "${HOME}/moses". """ import os import sys import time import xmlrpclib from subprocess import ( PIPE, Popen, ) moses_root = os.environ.get('MOSES_ROOT', os.environ.get('HOME') + "/moses") class ProcessWrapper: def __init__(self, cmd=[]): self.process = None self.cmd = cmd def start(self, stdin=PIPE, stdout=PIPE): if self.process: raise Exception("Process is already running") self.process = Popen(self.cmd, stdin=stdin, stdout=stdout) def __del__(self): if self.process: self.process.terminate() class LineProcessor(ProcessWrapper): def __call__(self, input): if not self.process: self.start() self.process.stdin.write("%s\n" % input.strip()) self.process.stdin.flush() return self.process.stdout.readline().strip() class SentenceSplitter(ProcessWrapper): """Wrapper for standard Moses sentence splitter.""" def __init__(self, lang): ssplit_cmd = moses_root + "/scripts/ems/support/split-sentences.perl" self.cmd = [ssplit_cmd, "-b", "-q", "-l", lang] self.process = None def __call__(self, input): if not self.process: self.start() self.process.stdin.write(input.strip() + "\n

\n") self.process.stdin.flush() x = self.process.stdout.readline().strip() ret = [] while x != '

' and x != '': ret.append(x) x = self.process.stdout.readline().strip() return ret class Pretokenizer(LineProcessor): """Pretokenizer wrapper. The pretokenizer fixes known issues with the input. """ def __init__(self, lang): pretok_cmd = moses_root + "/scripts/tokenizer/pre-tokenizer.perl" self.cmd = [pretok_cmd, "-b", "-q", "-l", lang] self.process = None class Tokenizer(LineProcessor): """Tokenizer wrapper. The pretokenizer fixes known issues with the input. """ def __init__(self, lang, args=["-a", "-no-escape"]): tok_cmd = moses_root + "/scripts/tokenizer/tokenizer.perl" self.cmd = [tok_cmd, "-b", "-q", "-l", lang] + args self.process = None class Truecaser(LineProcessor): """Truecaser wrapper.""" def __init__(self, model): truecase_cmd = moses_root + "/scripts/recaser/truecase.perl" self.cmd = [truecase_cmd, "-b", "--model", model] self.process = None class LineProcessorPipeline: """Line processor: one line in, one line out.""" def __init__(self, parts=[]): self.chain = [LineProcessor(p.cmd) for p in parts] def start(self): if len(self.chain) == 0: return if self.chain[0].process: return self.chain[0].start() for i in xrange(1, len(self.chain)): self.chain[i].start(stdin=self.chain[i - 1].process.stdout) def __call__(self, input): if len(self.chain) == 0: return input self.start() self.chain[0].process.stdin.write("%s\n" % input.strip()) self.chain[0].process.stdin.flush() return self.chain[0].process.stdout.readline().strip() def find_free_port(p): """Find a free port, starting at /p/. :return: The free port, or False if none found. """ ret = p while ret - p < 20: devnull = open(os.devnull, "w") n = Popen(["netstat", "-tnp"], stdout=PIPE, stderr=devnull) if n.communicate()[0].find(":%d " % ret) < 0: return p ret += 1 return False class MosesServer(ProcessWrapper): def __init__(self, args=[]): self.process = None mserver_cmd = moses_root + "/bin/mosesserver" self.cmd = [mserver_cmd] + args self.url = None self.proxy = None def start(self, config=None, args=[], port=7447, debug=False): self.cmd.extend(args) if config: if "-f" in args: raise Exception("Config file specified twice") else: self.cmd.extend(["-f", config]) self.port = port # find_free_port(port) if not self.port: raise Exception("Cannot find free port for moses server!") self.cmd.extend(["--server-port", "%d" % self.port]) if debug: print >>sys.stderr, self.cmd # self.stderr = open("mserver.%d.stderr"%self.port,'w') # self.stdout = open("mserver.%d.stdout"%self.port,'w') # self.process = Popen( # self.cmd, stderr=self.stderr, stdout=self.stdout) self.process = Popen(self.cmd) else: devnull = open(os.devnull, "w") self.process = Popen(self.cmd, stderr=devnull, stdout=devnull) if self.process.poll(): raise Exception("FATAL ERROR: Could not launch moses server!") if debug: print >>sys.stderr, "MOSES port is %d." % self.port print >>sys.stderr, "Moses poll status is", self.process.poll() self.url = "http://localhost:%d/RPC2" % self.port self.connect(self.url) return True def connect(self, url): if url[:4] != "http": url = "http://%s" % url if url[-5:] != "/RPC2": url += "/RPC2" self.url = url self.proxy = xmlrpclib.ServerProxy(self.url) def translate(self, input): attempts = 0 while attempts < 100: try: if type(input) is unicode: # If the server does not expect unicode, provide a # properly encoded string! param = {'text': input.strip().encode('utf8')} return self.proxy.translate(param)['text'].decode('utf8') elif type(input) is str: param = {'text': input.strip()} return self.proxy.translate(param)['text'] elif type(input) is list: return [self.translate(x) for x in input] elif type(input) is dict: return self.proxy.translate(input) else: raise Exception("Can't handle input of this type!") except: attempts += 1 print >>sys.stderr, "WAITING", attempts time.sleep(1) raise Exception("Translation request failed")