def getbasenps(pospath, pennpath):
symbols = reader.readsymbols(pennpath)
n = 9
for possent in posio.posread(pospath):
base_nps = []
for index in range(len(possent)):
# possymbol = '/'.join(possent[index])
symbol = symbols.next().replace('(', '-LRB-').replace(')', '-RRB-').replace('{', '-LCB-').replace('}', '-RCB-')
lastn = 0
while symbol[:symbol.rfind('/')] != possent[index][0]:
if lastn != n:
posio.posprint(possent)
print n
lastn = n
print symbol
if symbol == '[':
assert not base_nps or base_nps[-1][1] != None
base_nps.append([index, None])
elif symbol == ']':
if base_nps:
assert base_nps and base_nps[-1][1] == None
base_nps[-1][1] = index
symbol = symbols.next().replace('(', '-LRB-').replace(')', '-RRB-').replace('{', '-LCB-').replace('}', '-RCB-')
if base_nps and base_nps[-1][1] == None:
# symbol = symbols.next().replace('(', '-LRB-').replace(')', '-RRB-').replace('{', '-LCB-').replace('}', '-RCB-')
# assert symbol == ']'
base_nps[-1][1] = index
assert not base_nps or base_nps[-1][1]!=None
print base_nps
n += 1
def randompos(path, cutoff):
for p in posio.posread(path):
n = 0
for w, t in p:
if random.random() < cutoff:
p[n][1] = '_NONE-'
n += 1
posio.posprint(p)
def tagdict(path, dDict):
import posio
for sent in posio.posread(path):
for word in sent:
if not word[0] in dDict:
dDict[word[0]] = {}
if not word[1] in dDict[word[0]]:
dDict[word[0]][word[1]] = 0
dDict[word[0]][word[1]] += 1
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 updatepos(path, pospath, sSep):
def updatenode(node, sent):
if node.type == 'token':
node.name = sent[0][1]
sent.pop(0)
else:
updatenode(node.left_child, sent)
if node.right_child:
updatenode(node.right_child, sent)
file = open(path)
pos_it = posio.posread(pospath, sSep)
for line in file:
pos = pos_it.next()
# get node
srcnode = binarize.CBinarizedTreeNode()
srcnode.load(line)
updatenode(srcnode, pos)
# prin
print srcnode
def updatepos(path, pospath, sSep, output):
def updatenode(node, sent):
if node.type == 'token':
node.name = sent[0][1]
sent.pop(0)
else:
updatenode(node.left_child, sent)
if node.right_child:
updatenode(node.right_child, sent)
file = codecs.open(path, encoding='utf-8')
pos_it = posio.posread(pospath, sSep)
for line in file:
pos = pos_it.next()
# get node
srcnode = binarize.CBinarizedTreeNode()
srcnode.load(line)
updatenode(srcnode, pos)
# prin
output.write(srcnode.utf8print() + "\n")
def updatepos(path, pospath, sSep):
def updatenode(node, sent):
if node.type == 'token':
node.name = sent[0][1]
sent.pop(0)
else:
updatenode(node.left_child, sent)
if node.right_child:
updatenode(node.right_child, sent)
file = open(path)
pos_it = posio.posread(pospath, sSep)
for line in file:
pos = pos_it.next()
# get node
srcnode = binarize.CBinarizedTreeNode()
srcnode.load(line)
updatenode(srcnode, pos)
# prin
print srcnode
def updatepos(path, pospath, sSep, output):
def updatenode(node, sent):
if node.type == 'token':
node.name = sent[0][1]
sent.pop(0)
else:
updatenode(node.left_child, sent)
if node.right_child:
updatenode(node.right_child, sent)
file=codecs.open(path,encoding='utf-8')
pos_it = posio.posread(pospath, sSep)
for line in file:
pos = pos_it.next()
# get node
srcnode = binarize.CBinarizedTreeNode()
srcnode.load(line)
updatenode(srcnode, pos)
# prin
output.write(srcnode.utf8print()+"\n")
third = None
for opt in opts:
if opt[0] == '-v':
verbose = True
if opt[0] == '-t':
third = opt[1]
verbose = True
if verbose:
#if v:
print 'Word correct system'
print '='*30
dic = {}
words = {}
if len(args) == 3:
builddic(args[2], dic, words)
ref = posio.posread(ref_file)
out = posio.posread(out_file)
if third:
third = posio.posread(third)
total = 0
correct = 0
oov = 0
sent_third = None
for sent in out:
sent_ref = ref.next()
if third:
sent_third = third.next()
res = eval(sent, sent_ref, sent_third, dic, words, verbose)
total += res[0]
correct += res[1]
oov += res[2]
third = None
for opt in opts:
if opt[0] == '-v':
verbose = True
if opt[0] == '-t':
third = opt[1]
verbose = True
if verbose:
#if v:
print 'Word correct system'
print '=' * 30
dic = {}
words = {}
if len(args) == 3:
builddic(args[2], dic, words)
ref = posio.posread(ref_file)
out = posio.posread(out_file)
if third:
third = posio.posread(third)
total = 0
correct = 0
oov = 0
sent_third = None
for sent in out:
sent_ref = ref.next()
if third:
sent_third = third.next()
res = eval(sent, sent_ref, sent_third, dic, words, verbose)
total += res[0]
correct += res[1]
oov += res[2]
def tagdicttup(path, dDict):
import posio
for sent in posio.posread(path):
for word in sent:
dDict[(word[0], word[1])] = dDict.get((word[0], word[1]), 0) + 1
import os
sys.path.append(os.path.join(os.path.dirname(os.path.abspath(__file__)), '../../pos'))
import posio
def evalmt(pos1, pos2):
correct = 0
for word1 in pos1:
match = -1
for i2 in range(len(pos2)):
if pos2[i2][0] == word1[0] and pos2[i2][1] == word1[1]:
correct+=1
match = i2
break
if match != -1:
pos2[match] = [None, None]
return correct, len(pos1)
if __name__ == '__main__':
ref_file = posio.posread(sys.argv[2])
out_file = posio.posread(sys.argv[1])
total = 0
correct = 0
for sent in out_file:
ref = ref_file.next()
retval = evalmt(sent, ref)
total += retval[1]
correct += retval[0]
print 'precision: ', float(correct) / total
import sys
import posio
import replace
# how many sentences
N = 5000
f = sys.argv[1]
r = replace.CReplace(sys.argv[2])
i = 0
for sent in posio.posread(f, '_'):
if i < N:
for n in range(len(sent)):
sent[n][0] = r.replace(sent[n][0])
i += 1
posio.posprint(sent, '_')
import sys
import posio
import replace
# how many sentences
N=5000
f = sys.argv[1]
r = replace.CReplace(sys.argv[2])
i = 0
for sent in posio.posread(f, '_'):
if i < N:
for n in range(len(sent)):
sent[n][0] = r.replace(sent[n][0])
i += 1; posio.posprint(sent, '_')