def getalllabels(path):
labels = set()
for dep in depio.depread(path):
for word in dep:
label = word[3]
labels.add(label)
return labels
def printStats(path):
def _ou(s):
return s
# return g_macroNamed[s]
dLabel = {}
setPOS = set([])
for sent in depio.depread(path):
simplelabelanal(sent, dLabel, setPOS)
print 'Set of labels'
print ' '.join(dLabel.keys())
for label in dLabel:
print label, '==='
setDeps = set([])
dPair = dLabel.get(label, {})
dDepCount={}
for head in dPair:
headCount = 0
dDep = dPair.get(head, {})
for key in dDep.keys():
headCount += dDep[key]
if not key in dDepCount:
dDepCount[key] = 0
dDepCount[key]+=dDep[key]
print head, '(', headCount, ')', ' : ', ' '.join([key+'('+str(dDep[key])+')' for key in dDep.keys()])
setDeps = setDeps.union(dDep.keys())
print
print 'Set of heads: ', ' '.join(map(_ou, dPair.keys()))
assert set(dDepCount.keys()) == setDeps
print 'Set of depcounts: ', ' '.join([_ou(key)+'('+str(dDepCount[key])+')' for key in dDepCount.keys()])
print 'Set of deps: ', ' '.join(map(_ou, setDeps))
print
print 'Set of nonheads: ', ' '.join(map(_ou, (setPOS-set(dPair.keys()))))
print 'Set of nondeps: ', ' '.join(map(_ou, (setPOS-setDeps)))
print
def getalllabels(path):
labels = set()
for dep in depio.depread(path):
for word in dep:
label = word[3]
labels.add(label)
return labels
def randomdep(path, cutoff):
for d in depio.depread(path):
n = 0
for w, p, h, l in d:
if h != '-1' and random.random() < cutoff:
d[n][2] = '-1'
n += 1
depio.depprint(d)
def randomdep(path, cutoff):
for d in depio.depread(path):
n = 0
for w, p, h, l in d:
if h != "-1" and random.random() < cutoff:
d[n][2] = "-1"
n += 1
depio.depprint(d)
def mergeconllpos(conll_path, pos_path):
pos = posio.posread(pos_path)
for sent in depio.depread(conll_path):
sentpos = pos.next()
assert len(sent) == len(sentpos)
for n in range(len(sent)):
# print sent[n][1], sentpos[n][0]
assert sent[n][1] == sentpos[n][0]
sent[n][4] = sentpos[n][1]
depio.depprint(sent)
def mergeconllpos(conll_path, pos_path):
pos = posio.posread(pos_path)
for sent in depio.depread(conll_path):
sentpos = pos.next()
assert len(sent) == len(sentpos)
for n in range(len(sent)):
# print sent[n][1], sentpos[n][0]
assert sent[n][1] == sentpos[n][0]
sent[n][4] =sentpos[n][1]
depio.depprint(sent)
def headdepcount(path, counts):
for deptree in depio.depread(input):
for index in range(len(deptree)):
headindex = int(deptree[index][2])
if headindex != -1:
dep_word = deptree[index]
head_word = deptree[headindex]
dep = dep_word[0]
dep_pos = dep_word[1]
head = head_word[0]
head_pos = head_word[1]
head_direction = 'L'
if headindex > index:
head_direction = 'R'
key = (head, dep, head_pos, dep_pos, head_direction)
if not key in counts:
counts[key] = 0
counts[key] += 1
def headdepcount(path, counts):
for deptree in depio.depread(input):
for index in range(len(deptree)):
headindex = int(deptree[index][2])
if headindex != -1:
dep_word = deptree[index]
head_word = deptree[headindex]
dep = dep_word[0]
dep_pos = dep_word[1]
head = head_word[0]
head_pos = head_word[1]
head_direction = 'L'
if headindex > index:
head_direction = 'R'
key = (head, dep, head_pos, dep_pos, head_direction)
if not key in counts:
counts[key] = 0
counts[key] += 1
def printStats(path):
def _ou(s):
return s
# return g_macroNamed[s]
dLabel = {}
setPOS = set([])
for sent in depio.depread(path):
simplelabelanal(sent, dLabel, setPOS)
print 'Set of labels'
print ' '.join(dLabel.keys())
for label in dLabel:
print label, '==='
setDeps = set([])
dPair = dLabel.get(label, {})
dDepCount = {}
for head in dPair:
headCount = 0
dDep = dPair.get(head, {})
for key in dDep.keys():
headCount += dDep[key]
if not key in dDepCount:
dDepCount[key] = 0
dDepCount[key] += dDep[key]
print head, '(', headCount, ')', ' : ', ' '.join(
[key + '(' + str(dDep[key]) + ')' for key in dDep.keys()])
setDeps = setDeps.union(dDep.keys())
print
print 'Set of heads: ', ' '.join(map(_ou, dPair.keys()))
assert set(dDepCount.keys()) == setDeps
print 'Set of depcounts: ', ' '.join([
_ou(key) + '(' + str(dDepCount[key]) + ')'
for key in dDepCount.keys()
])
print 'Set of deps: ', ' '.join(map(_ou, setDeps))
print
print 'Set of nonheads: ', ' '.join(
map(_ou, (setPOS - set(dPair.keys()))))
print 'Set of nondeps: ', ' '.join(map(_ou, (setPOS - setDeps)))
print
def maxmodifycount(path, condition):
ret = {}
for sent in depio.depread(path):
counts = {}
for index, word in enumerate(sent):
head = int(word[2])
if head != -1 and condition(head, index):
if not head in counts:
counts[head] = 0
counts[head] += 1
for head in counts:
count = counts[head]
pos = sent[head][1]
if count > ret.get(pos, 0):
ret[pos] = count
maxcnt = 0
for pos in ret:
count = ret[pos]
print pos, ':', count
if count > maxcnt:
maxcnt = count
print 'Overall', ':', maxcnt
def maxmodifycount(path, condition):
ret = {}
for sent in depio.depread(path):
counts = {}
for index, word in enumerate(sent):
head = int(word[2])
if head != -1 and condition(head, index):
if not head in counts:
counts[head]=0
counts[head] += 1
for head in counts:
count = counts[head]
pos=sent[head][1]
if count > ret.get(pos, 0):
ret[pos]=count
maxcnt=0
for pos in ret:
count = ret[pos]
print pos, ':', count
if count>maxcnt:
maxcnt = count
print 'Overall', ':', maxcnt
def writeCppCode(path):
def _label(s):
return 'PENN_DEP_' + s.upper()
def _pos(s):
return g_macroNamed[s]
dLabel = {}
setPOS = set([])
for sent in depio.depread(path):
labelanal(sent, dLabel, setPOS)
# write header
print '#include "tags.h"'
print '#ifdef LABELED'
print '#include "dependency/label/penn.h"'
print '#endif'
print
print 'namespace english {'
print '#ifdef LABELED'
print 'inline bool canAssignLabel(const vector< CTaggedWord<CTag,TAG_SEPARATOR> > &sent, const int &head, const int &dep, const CDependencyLabel&label) {'
print ' assert(head==DEPENDENCY_LINK_NO_HEAD||head>=0); // correct head'
print ' assert(dep>=0);'
print ' // if the head word is none, only ROOT'
print ' if (head==DEPENDENCY_LINK_NO_HEAD) {'
print ' if (label.code()==PENN_DEP_ROOT) '
print ' return true;'
print ' return false;'
print ' }'
print ' // for each case'
print ' const unsigned &head_pos = sent[head].tag.code();'
print ' const unsigned &dep_pos = sent[dep].tag.code();'
print ' assert(head!=DEPENDENCY_LINK_NO_HEAD);'
print ' if (label == PENN_DEP_ROOT) // now head is not DEPENDENCY_LINK_NO_HEAD'
print ' return false;'
# for each label
nTotalRules = 0
nLabel = 0
for label in dLabel:
# print condition
if nLabel == 0:
print " if (label==%s) {" % _label(label)
else:
print " else if (label==%s) {" % _label(label)
nLabel += 1
# collect statistics
dHeadCount = {} # head : count
dDepCount = {} # dep : count
nTotalCount = 0 # arc
dEntry = dLabel.get(label, {}) # head, dep : count
for key in dEntry:
head = key[0]
dep = key[1]
if not head in dHeadCount:
dHeadCount[head] = 0
dHeadCount[head] += dEntry[key]
if not dep in dDepCount:
dDepCount[dep] = 0
dDepCount[dep] += dEntry[key]
nTotalCount += dEntry[key]
# write head condition
threshold = 1 # g_freqCutoff * nTotalCount
nCount = 0
for pos in setPOS:
if dHeadCount.get(pos, 0) < threshold:
if nCount == 0:
print " if ( head_pos==%s" % _pos(pos)
else:
print " || head_pos==%s" % _pos(pos)
nCount += 1
for pos in setPOS:
if dDepCount.get(pos, 0) < threshold:
if nCount == 0:
print " if ( dep_pos==%s" % _pos(pos)
else:
print " || dep_pos==%s" % _pos(pos)
nCount += 1
if nCount > 0:
print ' ) return false;'
nTotalRules += nCount
# finish condition
print " }"
# write footer
print " // total number of rules are %d." % nTotalRules
print " return true;"
print '}'
print '#endif'
print
print 'inline const bool hasLeftHead(const unsigned &tag) {'
print ' return true;'
print '}'
print
print 'inline const bool hasRightHead(const unsigned &tag) {'
print ' return true;'
print '}'
print 'inline const bool canBeRoot(const unsigned &tag) {'
print ' return true;'
print '}'
print '}'
'VBP': 'PENN_TAG_VERB_PRES',
'VBZ': 'PENN_TAG_VERB_THIRD_SINGLE',
'WDT': 'PENN_TAG_WDT',
'WP': 'PENN_TAG_WP',
'WP$': 'PENN_TAG_WP_DOLLAR',
'WRB': 'PENN_TAG_WRB'
}
def _ou(s):
# return s
return g_macroNamed[s]
if __name__ == "__main__":
dHead = {}
dDep = {}
setRoot = set()
for sent in depio.depread(sys.argv[1]):
diranal(sent, dHead, dDep, setRoot)
print "head POS with left / right dep"
for head_pos in dHead:
print head_pos, dHead[head_pos][0], dHead[head_pos][1]
print
print "dep POS with left / right head"
for pos in dDep:
print pos, dDep[pos][0], dDep[pos][1]
print
print "the set root"
print ' '.join(pos for pos in setRoot)
def get_set_elements(sent, morph_func):
els = zip([sent[0]] * len(sent[1]), map(morph_func, sent[1]))
seen = dict()
for i, next in enumerate(els):
val = seen.get(next[1], 0)
if val > 0:
els[i] = (els[i][0], tuple(list(els[i][1]) + [str(val + 1)]))
seen[next[1]] += 1
else:
seen[next[1]] = 1
last = els[i]
return els
if __name__ == '__main__':
file_output = list(enumerate(depio.depread(sys.argv[1])))
file_ref = list(enumerate(depio.depread(sys.argv[2])))
print '\t'.join([
'comparison-function', 'gold', 'pred', 'true-positive', 'precision',
'recall', 'f1', 'em'
])
for morph_func_name, morph_func_opts in morph_funcs:
morph_func = get_morph_func(morph_func_name)
output_set = set(
flatten(map(lambda s: get_set_elements(s, morph_func),
file_output)))
ref_set = set(
flatten(map(lambda s: get_set_elements(s, morph_func), file_ref)))
exact_match = Counter(
map(lambda (x, y): x == y, zip(file_output, file_ref)))
exact_match_pct = float(exact_match[True]) / float(len(file_ref))
dep_pos = word[1]
if dep_pos == ',' or dep_pos == '.' or dep_pos == '-LRB-' or dep_pos == '-RRB-' or dep_pos == ':' or dep_pos == '``' or dep_pos == '"' or dep_pos == '#' or dep_pos == '$':
punct.add(dep_word)
if __name__ == "__main__":
if len(sys.argv) != 3:
print "depanal.py options input >output"
print "options: countfrag listarc findpunct"
sys.exit(1)
option = sys.argv[1]
input = sys.argv[2]
if option == "countfrag":
count = 0
total = 0
for sent in depio.depread(input):
count += countfrag(sent)
total += 1
print "%d are fragmented from %d sentences." % (count, total)
elif option == "listarc":
arc = {}
for sent in depio.depread(input):
listanarc(sent, arc)
for anarc in arc:
print ' '.join(anarc), arc[anarc]
elif option == "findpunct":
punct = set()
for sent in depio.depread(input):
findpunct(sent, punct)
for punc in punct:
print punc
def printrawnode(self, node):
retval = []
for left_child in node.left_children:
retval.extend(self.printrawnode(left_child))
retval.append(node.token)
for right_child in node.right_children:
retval.extend(self.printrawnode(right_child))
return retval
def printposnode(self, node):
retval = []
for left_child in node.left_children:
retval.extend(self.printposnode(left_child))
retval.append([node.token, node.pos])
for right_child in node.right_children:
retval.extend(self.printposnode(right_child))
return retval
def toRaw(self):
return ' '.join(self.printrawnode(self.root))
def toPOS(self):
return ' '.join(
['|'.join(word) for word in self.printposnode(self.root)])
if __name__ == '__main__':
for words in depio.depread(sys.argv[1]):
dep = CDep(words)
print dep
#!/usr/bin/python
import sys
import depio
sentnum = int(sys.argv[2])
fnames = [sys.argv[1]]
for fname in fnames:
sents = list(depio.depread(fname))
i = 0
out = open("%d.%s" % (sentnum, fname), 'w')
for outl in sents[sentnum]:
out.write('\t'.join(outl) + '\n')
out.write('\n')
out.close()
def malt2zpar(path):
for sent in depio.depread(path):
for word in sent:
word[2] = str(int(word[2])-1)
depio.depprint(sent)
ref_word = reference[index]
assert word[0] == ref_word[0]
if g_reP.match(word[0]):
continue
if word[2] == ref_word[2]:
correct_head += 1
if word[3] == ref_word[3]:
correct_label += 1
else:
total_uem = 0
total += 1
return correct_head, correct_label, total, total_uem
if __name__ == '__main__':
file_output = depio.depread(sys.argv[1])
file_ref = depio.depread(sys.argv[2])
total_sent = 0
total_uem = 0
total = 0
correct_head = 0
correct_label = 0
for output in file_output:
ref = file_ref.next()
ret = eval(output, ref)
correct_head += ret[0]
correct_label += ret[1]
total += ret[2]
total_uem += ret[3]
total_sent += 1
print float(correct_head) / total, float(correct_label) / total, float(
import sys
import depio
import replace
# how many changed
N = 10000
r = replace.CReplace(sys.argv[2])
n = 0
for sent in depio.depread(sys.argv[1]):
if n < N:
for i in range(len(sent)):
sent[i][0] = r.replace(sent[i][0])
n += 1
depio.depprint(sent)
return self.printtree(self.root)
def printrawnode(self, node):
retval = []
for left_child in node.left_children:
retval.extend(self.printrawnode(left_child))
retval.append(node.token)
for right_child in node.right_children:
retval.extend(self.printrawnode(right_child))
return retval
def printposnode(self, node):
retval = []
for left_child in node.left_children:
retval.extend(self.printposnode(left_child))
retval.append([node.token, node.pos])
for right_child in node.right_children:
retval.extend(self.printposnode(right_child))
return retval
def toRaw(self):
return ' '.join(self.printrawnode(self.root))
def toPOS(self):
return ' '.join(['|'.join(word) for word in self.printposnode(self.root)])
if __name__ == '__main__':
for words in depio.depread(sys.argv[1]):
dep = CDep(words)
print dep
print 0, 0, dept.toRaw()
elif count > float(total) * 0.3:
print 0, dept.toRaw()
else:
print dept.toRaw()
#========================================
#========================================
if __name__ == '__main__':
opts, args = getopt.getopt(sys.argv[1:], "")
if len(args) < 1:
print 'adapt input align'
sys.exit(0)
# get parameter
if len(args) != 2:
print "The alignment file must be provided"
sys.exit(0)
sInput = args[0]
sAlign = args[1]
# input
alignFile = brute.readAlign(sAlign)
for tree in depio.depread(sInput):
align = alignFile.next()
filter(tree, align)
print 0, 0, dept.toRaw()
elif count > float(total) * 0.3:
print 0, dept.toRaw()
else:
print dept.toRaw()
#========================================
#========================================
if __name__ == '__main__':
opts, args = getopt.getopt(sys.argv[1:], "")
if len(args) < 1:
print 'adapt input align'
sys.exit(0)
# get parameter
if len(args) != 2:
print "The alignment file must be provided"
sys.exit(0)
sInput = args[0]
sAlign = args[1]
# input
alignFile = brute.readAlign(sAlign)
for tree in depio.depread(sInput):
align = alignFile.next()
filter(tree, align)
import sys
import depio
if __name__ == "__main__":
if len(sys.argv) != 2:
print "addindex.py input >output"
sys.exit(1)
input = sys.argv[1]
for sent in depio.depread(input):
index = 0
for word in sent:
print "\t".join([str(index)] + word)
index += 1
print
alignFile = None
align = None
model = None
if sInput == 'a':
if len(args) != 3:
print "The alignment file must be provided with -ia"
sys.exit(0)
model = readModel(args[1], True)
alignFile = readAlign(args[2])
elif sInput == 'c':
model = None #readModel(args[1], False)
else:
print 'The input format is invalid'
sys.exit(0)
for tree in depio.depread(args[0]):
if alignFile:
align = alignFile.next()
if align == None:
depio.depprint(tree)
assert align != None
dept = dep.CDep(tree)
reorder(dept, align, model, bDebug)
if sOutput == 'd':
print dept
elif sOutput == 'p':
print dept.toPOS()
elif sOutput == 'r':
print dept.toRaw()
elif sOutput == 'i':
print printOrder(dept)
def malt2zpar(path):
for sent in depio.depread(path):
for word in sent:
word[2] = str(int(word[2]) - 1)
depio.depprint(sent)
def toSuperTag(tree):
return toSuperTagForNode(tree.root)
def encode(hl, hr, dl, dr, rt):
return str( (int(hl)<<0) | (int(hr)<<1) | (int(dl)<<2) | (int(dr)<<3) | (int(rt)<<4) )
if __name__== '__main__':
opts, args = getopt.getopt(sys.argv[1:], "o:")
if len(args) < 1:
print 'reorder [-o hl|hr|ml|mr|h|m|hm] input'
sys.exit(0)
sOutput = 'hm'
for opt, val in opts:
if opt == '-o':
sOutput = val
for sent in depio.depread(args[0]):
dept = dep.CDep(sent)
supertags = toSuperTag(dept)
if sOutput == 'hm':
print ' '.join(['|'.join([word[0], word[1], encode(word[2], word[3], word[4], word[5], word[6])]) for word in supertags])
elif sOutput == 'h':
print ' '.join(['|'.join([word[0], word[1], encode(word[2], word[3], 0, 0, 0)]) for word in supertags])
elif sOutput == 'm':
print ' '.join(['|'.join([word[0], word[1], encode(0, 0, word[4], word[5], 0)]) for word in supertags])
elif sOutput == 'hl':
print ' '.join(['|'.join([word[0], word[1], word[2]]) for word in supertags])
elif sOutput == 'hr':
print ' '.join(['|'.join([word[0], word[1], word[3]]) for word in supertags])
elif sOutput == 'ml':
print ' '.join(['|'.join([word[0], word[1], word[4]]) for word in supertags])
elif sOutput == 'mr':
#assert assert word[1] == ref_word[1]
#if if g_reP.match( word[1] ) :
#continue continue
#if if word[6] == ref_word[6]:
#correct_head correct_head += 1
#if if word[7] == ref_word[7]:
#correct_label correct_label += 1
#else else:
#total_uem total_uem = 0
#total total += 1
return correct_head, correct_label, total, total_uem, incorrect_head, incorrect_label, missing_head, missing_label, len(
list(filter(filt_unmapped, reference)))
if __name__ == '__main__':
file_output = list(depio.depread(sys.argv[1]))
file_ref = list(depio.depread(sys.argv[2]))
total_sent = 0
total_uem = 0
total = 0
total_gold = 0
correct_head = 0
incorrect_head = 0
correct_label = 0
incorrect_label = 0
missing_head = 0
missing_label = 0
for ref, output in zip(file_ref, file_output):
# ref = file_ref.next()
ret = eval(output, ref)
correct_head += ret[0]
for index, word in enumerate(output):
ref_word = reference[index]
assert word[0] == ref_word[0]
if g_reP.match( word[0] ) :
continue
if word[2] == ref_word[2]:
correct_head += 1
if word[3] == ref_word[3]:
correct_label += 1
else:
total_uem = 0
total += 1
return correct_head, correct_label, total, total_uem
if __name__ == '__main__':
file_output = depio.depread(sys.argv[1])
file_ref = depio.depread(sys.argv[2])
total_sent = 0
total_uem = 0
total = 0
correct_head = 0
correct_label =0
for output in file_output:
ref = file_ref.next()
ret = eval(output, ref)
correct_head += ret[0]
correct_label += ret[1]
total += ret[2]
total_uem += ret[3]
total_sent += 1
print float(correct_head)/total, float(correct_label)/total, float(total_uem)/total_sent
def encode(hl, hr, dl, dr, rt):
return str((int(hl) << 0) | (int(hr) << 1) | (int(dl) << 2)
| (int(dr) << 3) | (int(rt) << 4))
if __name__ == '__main__':
opts, args = getopt.getopt(sys.argv[1:], "o:")
if len(args) < 1:
print 'reorder [-o hl|hr|ml|mr|h|m|hm] input'
sys.exit(0)
sOutput = 'hm'
for opt, val in opts:
if opt == '-o':
sOutput = val
for sent in depio.depread(args[0]):
dept = dep.CDep(sent)
supertags = toSuperTag(dept)
if sOutput == 'hm':
print ' '.join([
'|'.join([
word[0], word[1],
encode(word[2], word[3], word[4], word[5], word[6])
]) for word in supertags
])
elif sOutput == 'h':
print ' '.join([
'|'.join([word[0], word[1],
encode(word[2], word[3], 0, 0, 0)])
for word in supertags
])
def writeCppCode(path):
def _label(s):
return 'PENN_DEP_'+s.upper()
def _pos(s):
return g_macroNamed[s]
dLabel = {}
setPOS = set([])
for sent in depio.depread(path):
labelanal(sent, dLabel, setPOS)
# write header
print '#include "tags.h"'
print '#ifdef LABELED'
print '#include "dependency/label/penn.h"'
print '#endif'
print
print 'namespace english {'
print '#ifdef LABELED'
print 'inline bool canAssignLabel(const vector< CTaggedWord<CTag,TAG_SEPARATOR> > &sent, const int &head, const int &dep, const CDependencyLabel&label) {'
print ' assert(head==DEPENDENCY_LINK_NO_HEAD||head>=0); // correct head'
print ' assert(dep>=0);'
print ' // if the head word is none, only ROOT'
print ' if (head==DEPENDENCY_LINK_NO_HEAD) {'
print ' if (label.code()==PENN_DEP_ROOT) '
print ' return true;'
print ' return false;'
print ' }'
print ' // for each case'
print ' const unsigned &head_pos = sent[head].tag.code();'
print ' const unsigned &dep_pos = sent[dep].tag.code();'
print ' assert(head!=DEPENDENCY_LINK_NO_HEAD);'
print ' if (label == PENN_DEP_ROOT) // now head is not DEPENDENCY_LINK_NO_HEAD'
print ' return false;'
# for each label
nTotalRules=0
nLabel=0
for label in dLabel:
# print condition
if nLabel == 0:
print " if (label==%s) {" % _label(label)
else:
print " else if (label==%s) {" % _label(label)
nLabel +=1
# collect statistics
dHeadCount={} # head : count
dDepCount={} # dep : count
nTotalCount=0 # arc
dEntry = dLabel.get(label, {}) # head, dep : count
for key in dEntry:
head = key[0]
dep = key[1]
if not head in dHeadCount:
dHeadCount[head] = 0
dHeadCount[head] += dEntry[key]
if not dep in dDepCount:
dDepCount[dep] = 0
dDepCount[dep] += dEntry[key]
nTotalCount += dEntry[key]
# write head condition
threshold = 1 # g_freqCutoff * nTotalCount
nCount=0
for pos in setPOS:
if dHeadCount.get(pos, 0) < threshold:
if nCount == 0:
print " if ( head_pos==%s" % _pos(pos)
else:
print " || head_pos==%s" % _pos(pos)
nCount += 1
for pos in setPOS:
if dDepCount.get(pos, 0) < threshold:
if nCount == 0:
print " if ( dep_pos==%s" % _pos(pos)
else:
print " || dep_pos==%s" % _pos(pos)
nCount += 1
if nCount>0:
print ' ) return false;'
nTotalRules+=nCount
# finish condition
print " }"
# write footer
print " // total number of rules are %d." % nTotalRules
print " return true;"
print '}'
print '#endif'
print
print 'inline const bool hasLeftHead(const unsigned &tag) {'
print ' return true;'
print '}'
print
print 'inline const bool hasRightHead(const unsigned &tag) {'
print ' return true;'
print '}'
print 'inline const bool canBeRoot(const unsigned &tag) {'
print ' return true;'
print '}'
print '}'
def run():
"""bla"""
old = 'train5k.hebtb.gold.lattices'
new = 'train5k.hebtb.truegold.lattices'
osents = list(depio.depread(old))
nsents = list(depio.depread(new))
zipped = zip(osents, nsents)
outfile = open('train5k.hebtb.truegold_fixed.lattices', 'w')
fixtypes = defaultdict(int)
def fixsimple(osent, nsent):
"""Fix simple"""
zosent, znsent = zip(*osent), zip(*nsent)
znsent[-1] = zosent[-1]
nsent = zip(*znsent)
return nsent
log = True
def matchmiss(osent, nsent):
j = 0
i = 0
numchanges = 0
while i < len(nsent):
truemorph = nsent[i]
predmorph = osent[j]
if log:
print '\tAt %s and %s' % (predmorph[2], truemorph[2])
if predmorph[2] == truemorph[2]:
if log:
print '\t\tFixing1 %s with %s' % (truemorph[2], predmorph[2])
truemorph[-1] = predmorph[-1]
j += 1
i += 1
numchanges += 1
elif j < len(osent)-1 and ''.join([predmorph[2], osent[j+1][2]]) == truemorph[2]:
if log:
print '\t\tFixing2 %s with %s' % (truemorph[2], predmorph[2])
truemorph[-1] = predmorph[-1]
j += 2
i += 1
numchanges += 1
elif j < len(osent)-1 and ''.join([predmorph[2], osent[j+1][2][1:]]) == truemorph[2]:
if log:
print '\t\tFixing2 %s with %s' % (truemorph[2], predmorph[2])
truemorph[-1] = predmorph[-1]
j += 2
i += 1
numchanges += 1
elif i < len(nsent)-1 and ''.join([truemorph[2], nsent[i+1][2]]) == predmorph[2]:
if log:
print '\t\tFixing3 %s with %s' % (truemorph[2], predmorph[2])
truemorph[-1] = predmorph[-1]
i += 1
numchanges += 1
elif i > 0 and ''.join([nsent[i-1][2], truemorph[2]]) == predmorph[2]:
if log:
print '\t\tFixing4 %s with %s' % (truemorph[2], predmorph[2])
truemorph[-1] = predmorph[-1]
j += 1
i += 1
numchanges += 1
elif truemorph[2][:3] == predmorph[2][:3] and len(osent)>j+1 and \
osent[j+1][4] == 'S_PRN':
if log:
print '\t\tFixing6 %s with %s' % (truemorph[2], predmorph[2])
truemorph[-1] = predmorph[-1]
j += 2
i += 1
numchanges += 1
elif truemorph[2][:3] == predmorph[2][:3] and len(nsent)>i+1 and \
nsent[i+1][4] == 'S_PRN':
if log:
print '\t\tFixing8 %s with %s' % (truemorph[2], predmorph[2])
print '\t\tFixing8 %s with %s' % (nsent[i+1][2], predmorph[2])
truemorph[-1] = predmorph[-1]
nsent[i+1][-1] = predmorph[-1]
j += 1
i += 2
numchanges += 2
elif len(nsent)> i+1 and len(osent) > j+1 and \
''.join([truemorph[2], nsent[i+1][2]]) == ''.join([predmorph[2], osent[j+1][2]]):
if log:
print '\t\tFixing10 %s with %s' % (truemorph[2], predmorph[2])
print '\t\tFixing10 %s with %s' % (nsent[i+1][2], osent[j+1][2])
truemorph[-1] = predmorph[-1]
nsent[i+1][-1] = osent[j+1][-1]
j += 2
i += 2
numchanges += 2
elif set([truemorph[2][:3], predmorph[2][:3]]) == set(['EM', 'AT']) and \
len(osent)>j+1 and len(nsent)>i+1 and \
nsent[i+1][4] == 'S_PRN' and osent[j+1][4] == 'S_PRN':
if log:
print '\t\tFixing9 %s with %s' % (truemorph[2], predmorph[2])
truemorph[-1] = predmorph[-1]
j += 1
i += 1
numchanges += 1
elif set([truemorph[2], predmorph[2]]) == set(['ATH', 'AT']) and \
truemorph[4] == 'S_PRN' and truemorph[4] == 'S_PRN':
if log:
print '\t\tFixing13 %s with %s' % (truemorph[2], predmorph[2])
truemorph[-1] = predmorph[-1]
j += 1
i += 1
numchanges += 1
elif truemorph[4] == 'IN' and len(nsent) > i+1 and nsent[i+1][4] == 'S_PRN':
if log:
print '\t\tFixing7 %s with %s' % (truemorph[2], predmorph[2])
print '\t\tFixing7 %s with %s' % (nsent[i+1][-1], predmorph[2])
truemorph[-1] = predmorph[-1]
nsent[i+1][-1] = predmorph[-1]
j += 1
i += 2
numchanges += 2
elif truemorph[2] == 'B' and truemorph[4] == 'PREPOSITION' and \
len(nsent) > i+1 and len(osent) > j+1 and \
predmorph[4] == 'IN' and osent[j+1][4] == 'S_PRN':
if log:
print '\t\tFixing7 %s with %s' % (truemorph[2], predmorph[2])
print '\t\tFixing7 %s with %s' % (nsent[i+1][-1], predmorph[2])
truemorph[-1] = predmorph[-1]
nsent[i+1][-1] = predmorph[-1]
j += 2
i += 2
numchanges += 2
elif len(nsent) > i+2 and predmorph[2] == ''.join([truemorph[2], nsent[i+1][2], nsent[i+2][2]]):
if log:
print '\t\tFixing12 %s with %s' % (truemorph[2], predmorph[2])
print '\t\tFixing12 %s with %s' % (nsent[i+1][-1], predmorph[2])
print '\t\tFixing12 %s with %s' % (nsent[i+2][-1], predmorph[2])
truemorph[-1] = predmorph[-1]
j += 1
i += 3
numchanges += 3
elif len(nsent) > i+2 and nsent[i+1][4] == 'IN' and nsent[i+2][4] == 'S_PRN':
if log:
print '\t\tFixing11 %s with %s' % (truemorph[2], predmorph[2])
print '\t\tFixing11 %s with %s' % (nsent[i+1][-1], predmorph[2])
print '\t\tFixing11 %s with %s' % (nsent[i+2][-1], predmorph[2])
truemorph[-1] = predmorph[-1]
nsent[i+1][-1] = predmorph[-1]
nsent[i+2][-1] = predmorph[-1]
j += 1
i += 3
numchanges += 3
elif len(nsent) > i+2 and ''.join([truemorph[2], nsent[i+2][2]]) == predmorph[2]:
if log:
print '\t\tFixing7 %s with %s' % (truemorph[2], predmorph[2])
print '\t\tFixing7 %s with %s' % (nsent[i+1][-1], predmorph[2])
print '\t\tFixing7 %s with %s' % (nsent[i+2][-1], predmorph[2])
truemorph[-1] = predmorph[-1]
nsent[i+1][-1] = predmorph[-1]
nsent[i+2][-1] = predmorph[-1]
j += 1
i += 3
numchanges += 3
elif truemorph[2] == 'H' and i>0 and len(nsent)>i+1 and len(osent)>j+1 and \
''.join([osent[j-1][2], predmorph[2]]) == ''.join([nsent[i-1][2], nsent[i+1][2]]):
if log:
print '\t\tFixing5 %s with %s' % (truemorph[2], predmorph[2])
i += 1
truemorph[-1] = predmorph[-1]
numchanges += 1
else:
i += 1
return nsent, numchanges == len(nsent)
for num, (osent, nsent) in enumerate(zipped):
print 'At %s' % str(num)
fget = itemgetter(2)
oforms, nforms = map(fget, osent), map(fget, nsent)
out = nsent
success = False
if len(osent) == len(nsent) and oforms == nforms:
out = fixsimple(osent, nsent)
fixtypes['proper'] += 1
success = True
else:
out, success = matchmiss(osent, nsent)
fixtypes['match' if success else 'nomatch'] += 1
if not success:
print 'Failed at %s' % str(num)
outfile.write(depio.depstring(out))
pprint(fixtypes)
print 'Total %s' % str(sum(fixtypes.values()))