mosesdecoder/scripts/training/cmert-0.5/dataset.py
2007-03-14 22:22:36 +00:00

393 lines
12 KiB
Python
Executable File

#!/usr/bin/python2.3
# $Id$
'''Decoder interface:
Dataset.process() expects a function, which in turn takes a Sentence as input
and produces a Sentence or list of Sentences as output.
The input Sentence will be marked with the <seg> tag it was found in
the input file with.
The output Sentences should be marked with <seg> tags if they are to
be marked as such in the output file.
'''
import sys, sgmllib, xml.sax.saxutils, log
def attrs_to_str(d):
if len(d) == 0:
return ""
l = [""]+["%s=%s" % (name, xml.sax.saxutils.quoteattr(value)) for (name, value) in d]
return " ".join(l)
def attrs_to_dict(a):
d = {}
for (name, value) in a:
if d.has_key(name.lower()):
raise ValueError, "duplicate attribute names"
d[name.lower()] = value
return d
def strip_newlines(s):
return " ".join(s.split())
class Sentence(object):
def __init__(self, words=None, meta=None):
if words is not None:
self.words = list(words)
else:
self.words = []
if meta is not None:
self.meta = meta
else:
self.meta = []
def mark(self, tag, attrs):
self.meta.append((tag, attrs, 0, len(self.words)))
def getmark(self):
if len(self.meta) > 0:
(tag, attrs, i, j) = self.meta[-1]
if i == 0 and j == len(self.words):
return (tag, attrs)
else:
return None
else:
return None
def unmark(self):
mark = self.getmark()
if mark is not None:
self.meta = self.meta[:-1]
return mark
def __cmp__(self, other):
return cmp((self.words, self.meta), (other.words, other.meta))
def __str__(self):
def cmp_spans((tag1,attr1,i1,j1),(tag2,attr2,i2,j2)):
if i1==i2<=j1==j2:
return 0
elif i2<=i1<=j1<=j2:
return -1
elif i1<=i2<=j2<=j1:
return 1
else:
return cmp((i1,j1),(i2,j2)) # don't care
# this guarantees that equal spans will come out nested
# we want the later spans to be outer
# this relies on stable sort
open = [[] for i in xrange(len(self.words)+1)]
# there seems to be a bug still with empty spans
empty = [[] for i in xrange(len(self.words)+1)]
close = [[] for j in xrange(len(self.words)+1)]
for (tag,attrs,i,j) in sorted(self.meta, cmp=cmp_spans):
if i == j:
# do we want these to nest?
empty[i].append("<%s%s/>" % (tag, attrs_to_str(attrs)))
open[i].append("<%s%s>" % (tag, attrs_to_str(attrs)))
close[j].append("</%s>" % tag)
result = []
if len(empty[0]) > 0:
result.extend(empty[0])
for i in xrange(len(self.words)):
if i > 0:
result.append(" ")
result.extend(reversed(open[i]))
result.append(self.words[i])
result.extend(close[i+1])
if len(empty[i+1]) > 0:
result.extend(empty[i+1])
return "".join(result)
def __add__(self, other):
if type(other) in (list, tuple):
return Sentence(self.words + list(other), self.meta)
else:
othermeta = [(tag, attrs, i+len(self.words), j+len(self.words)) for (tag, attrs, i, j) in other.meta]
return Sentence(self.words + other.words, self.meta+othermeta)
def read_raw(f):
"""Read a raw file into a list of Sentences."""
if type(f) is str:
f = file(f, "r")
inputs = []
i = 0
for line in f:
sent = process_sgml_line(line, i)
sent.mark('seg', [('id',str(i))])
inputs.append(sent)
i += 1
return inputs
class Dataset(object):
def __init__(self, id=None):
self.id = id
self.docs = {}
self.sysids = []
self.langs = {}
def read(self, f):
'''Read a file into the dataset. Returns (root, sysids)'''
if type(f) is str:
f = file(f, "r")
p = DatasetParser(self)
p.feed(f.read())
p.close()
return (p.root,p.sysids)
def read_raw(self, f, docid, setid=None, sysid=None, lang=None):
"""Read a raw file into the dataset."""
if setid is not None:
if self.id is not None and self.id != setid:
raise ValueError, "Set ID does not match"
else:
self.id = setid
if sysid not in self.sysids:
self.sysids.append(sysid)
self.langs[sysid] = lang
if type(f) is str:
f = file(f, "r")
doc = self.docs.setdefault(docid, Document(docid))
i = 0
for line in f:
if len(doc.segs)-1 < i:
doc.segs.append(Segment(i))
if doc.segs[i].versions.has_key(sysid):
raise ValueError, "multiple versions from same system"
doc.segs[i].versions[sysid] = process_sgml_line(line, i)
doc.segs[i].versions[sysid].mark('seg', [('id',str(i))])
i += 1
return (None, [sysid])
def write(self, f, tag, sysids=None):
if type(f) is str:
f = file(f, "w")
f.write(self.string(tag, sysids))
def write_raw(self, f, sysid=None):
if type(f) is str:
f = file(f, "w")
for seg in self.segs():
f.write(" ".join(seg.versions[sysid].words))
f.write("\n")
def string(self, tag, sysids=None):
if sysids is None:
sysids = self.sysids
elif type(sysids) is str:
sysids = [sysids]
attrs = [('setid', self.id)]
if self.langs.has_key(None):
attrs.append(('srclang', self.langs[None]))
trglangs = [self.langs[sysid] for sysid in sysids if sysid is not None]
for lang in trglangs[1:]:
if lang != trglangs[0]:
raise ValueError, "Inconsistent target language"
if len(trglangs) >= 1:
attrs.append(('trglang', trglangs[0]))
return "<%s%s>\n%s</%s>\n" % (tag,
attrs_to_str(attrs),
"".join([doc.string(sysid) for doc in self.docs.values() for sysid in sysids]),
tag)
def process(self, processor, sysid, lang, srcsysid=None):
if sysid in self.sysids:
raise ValueError, "sysid already in use"
else:
self.sysids.append(sysid)
self.langs[sysid] = lang
for seg in self.segs():
if log.level >= 2:
sys.stderr.write("Input: %s\n" % str(seg.versions[srcsysid]))
seg.versions[sysid] = processor(seg.versions[srcsysid])
if log.level >= 2:
if type(seg.versions[sysid]) is not list:
sys.stderr.write("Output: %s\n" % str(seg.versions[sysid]))
else:
sys.stderr.write("Output (1st): %s\n" % str(seg.versions[sysid][0]))
def segs(self):
for doc in self.docs.values():
for seg in doc.segs:
yield seg
class Document(object):
def __init__(self, id):
self.id = id
self.segs = []
def string(self, sysid):
attrs = [('docid', self.id)]
if sysid is not None:
attrs.append(('sysid', sysid))
return "<doc%s>\n%s</doc>\n" % (attrs_to_str(attrs),
"".join([seg.string(sysid) for seg in self.segs]))
class Segment(object):
def __init__(self, id=None):
self.id = id
self.versions = {}
def string(self, sysid):
v = self.versions[sysid]
if type(v) is not list:
v = [v]
output = []
for i in xrange(len(v)):
output.append(str(v[i]))
output.append('\n')
return "".join(output)
def process_sgml_line(line, id=None):
p = DatasetParser(None)
p.pos = 0
p.words = []
p.meta = []
p.feed(line)
p.close()
sent = Sentence(p.words, p.meta)
return sent
class DatasetParser(sgmllib.SGMLParser):
def __init__(self, set):
sgmllib.SGMLParser.__init__(self)
self.words = None
self.sysids = []
self.set = set
self.mystack = []
def handle_starttag(self, tag, method, attrs):
thing = method(attrs)
self.mystack.append(thing)
def handle_endtag(self, tag, method):
thing = self.mystack.pop()
method(thing)
def unknown_starttag(self, tag, attrs):
thing = self.start(tag, attrs)
self.mystack.append(thing)
def unknown_endtag(self, tag):
thing = self.mystack.pop()
self.end(tag, thing)
def start_srcset(self, attrs):
attrs = attrs_to_dict(attrs)
if self.set.id is None:
self.set.id = attrs['setid']
if 0 and self.set.id != attrs['setid']:
raise ValueError, "Set ID does not match"
self.lang = attrs['srclang']
self.root = 'srcset'
return None
def start_refset(self, attrs):
attrs = attrs_to_dict(attrs)
if self.set.id is None:
self.set.id = attrs['setid']
if 0 and self.set.id != attrs['setid']:
raise ValueError, "Set ID does not match"
if self.set.langs.setdefault(None, attrs['srclang']) != attrs['srclang']:
raise ValueError, "Source language does not match"
self.lang = attrs['trglang']
self.root = 'refset'
return None
def start_tstset(self, attrs):
attrs = attrs_to_dict(attrs)
if self.set.id is None:
self.set.id = attrs['setid']
if 0 and self.set.id != attrs['setid']:
raise ValueError, "Set ID does not match"
if 0 and self.set.langs.setdefault(None, attrs['srclang']) != attrs['srclang']:
raise ValueError, "Source language does not match"
self.lang = attrs['trglang']
self.root = 'tstset'
return None
def end_srcset(self, thing):
for sysid in self.sysids:
if sysid not in self.set.sysids:
self.set.sysids.append(sysid)
self.set.langs[sysid] = self.lang
end_refset = end_tstset = end_srcset
def start_doc(self, attrs):
attrs = attrs_to_dict(attrs)
self.doc = self.set.docs.setdefault(attrs['docid'], Document(attrs['docid']))
self.seg_i = 0
if self.root == 'srcset':
self.sysid = None
else:
self.sysid = attrs['sysid']
if self.sysid not in self.sysids:
self.sysids.append(self.sysid)
return None
def end_doc(self, thing):
pass
def start_seg(self, attrs):
thing = ('seg', attrs, 0, None)
attrs = attrs_to_dict(attrs)
if len(self.doc.segs)-1 < self.seg_i:
self.doc.segs.append(Segment(attrs.get('id', None)))
self.seg = self.doc.segs[self.seg_i]
if 0 and self.seg.id is not None and attrs.has_key('id') and self.seg.id != attrs['id']:
raise ValueError, "segment ids do not match (%s != %s)" % (str(self.seg.id), str(attrs.get('id', None)))
if self.seg.versions.has_key(self.sysid):
raise ValueError, "multiple versions from same system"
self.pos = 0
self.words = []
self.meta = []
return thing
def end_seg(self, thing):
(tag, attrs, i, j) = thing
self.meta.append((tag, attrs, i, self.pos))
self.seg_i += 1
self.seg.versions[self.sysid] = Sentence(self.words, self.meta)
self.words = None
"""# Special case for start and end of sentence
def start_s(self, attrs):
if self.words is not None:
self.pos += 1
self.words.append('<s>')
return None
def end_s(self, thing):
if self.words is not None:
self.pos += 1
self.words.append('</s>')"""
def start(self, tag, attrs):
if self.words is not None:
return (tag, attrs, self.pos, None)
else:
return None
def end(self, tag, thing):
if self.words is not None:
(tag, attrs, i, j) = thing
self.meta.append((tag, attrs, i, self.pos))
def handle_data(self, s):
if self.words is not None:
words = s.split()
self.pos += len(words)
self.words.extend(words)
if __name__ == "__main__":
s = Dataset()
for filename in sys.argv[1:]:
s.read_raw(filename, 'whatever', 'whatever', filename, 'English')
s.write(sys.stdout, 'tstset')