class Gazetteer:
def __init__(self, lower): #lower = False
self.trie = Trie()
self.ent2type = {} ## word list to type
self.ent2id = {"<UNK>": 0} ## word list to id
self.lower = lower
self.space = ""
def enumerateMatchList(self, word_list):
if self.lower:
word_list = [word.lower() for word in word_list]
match_list = self.trie.enumerateMatch(word_list, self.space)
return match_list
def insert(self, word_list, source):
if self.lower:
word_list = [word.lower() for word in word_list]
self.trie.insert(word_list)
string = self.space.join(word_list)
if string not in self.ent2type:
self.ent2type[string] = source
if string not in self.ent2id:
self.ent2id[string] = len(self.ent2id)
def searchId(self, word_list):
if self.lower:
word_list = [word.lower() for word in word_list]
string = self.space.join(word_list)
if string in self.ent2id:
return self.ent2id[string]
return self.ent2id["<UNK>"]
def searchType(self, word_list):
if self.lower:
word_list = [word.lower() for word in word_list]
string = self.space.join(word_list)
if string in self.ent2type:
return self.ent2type[string]
print(
"Error in finding entity type at gazetteer.py, exit program! String:",
string)
exit(0)
def size(self):
return len(self.ent2type)
def clean(self):
self.trie = Trie()
self.ent2type = {}
self.ent2id = {"<UNK>": 0}
self.space = ""
class Lexicon(object):
def __init__(self, lower=True):
self.lower = lower
self.trie = Trie()
self.ent2type = {} # word list to type
self.ent2id = {'<UNK>': 0} # word list to id
self.space = ''
def enumerate_match_list(self, word_list):
if self.lower:
word_list = [word.lower() for word in word_list]
match_list = self.trie.enumerate_match(word_list, self.space)
return match_list
def insert(self, word_list, source):
if self.lower:
word_list = [word.lower() for word in word_list]
self.trie.insert(word_list)
string = self.space.join(word_list)
if string not in self.ent2type:
self.ent2type[string] = source
if string not in self.ent2id:
self.ent2id[string] = len(self.ent2id)
def search_id(self, word_list):
if self.lower:
word_list = [word.lower() for word in word_list]
string = self.space.join(word_list)
if string in self.ent2id:
return self.ent2id[string]
return self.ent2id['<UNK>']
def search_type(self, word_list):
if self.lower:
word_list = [word.lower() for word in word_list]
string = self.space.join(word_list)
if string in self.ent2type:
return self.ent2type[string]
print('Error in finding entity type at lexicon.py, exit programming')
exit(0)
def size(self):
return len(self.ent2type)
def clean(self):
self.trie = Trie()
self.ent2type = {}
self.ent2id = {}
self.space = ''
class Gazetteer:
def __init__(self, lower):
self.trie = Trie()
self.ent2type = {} ## word list to type
self.ent2id = {"<UNK>":0} ## word list to id
self.lower = lower
self.space = ""
def enumerateMatchList(self, word_list):
if self.lower:
word_list = [word.lower() for word in word_list]
match_list = self.trie.enumerateMatch(word_list, self.space)
return match_list
def insert(self, word_list, source):
if self.lower:
word_list = [word.lower() for word in word_list]
self.trie.insert(word_list)
string = self.space.join(word_list)
if string not in self.ent2type:
self.ent2type[string] = source
if string not in self.ent2id:
self.ent2id[string] = len(self.ent2id)
def searchId(self, word_list):
if self.lower:
word_list = [word.lower() for word in word_list]
string = self.space.join(word_list)
if string in self.ent2id:
return self.ent2id[string]
return self.ent2id["<UNK>"]
def searchType(self, word_list):
if self.lower:
word_list = [word.lower() for word in word_list]
string = self.space.join(word_list)
if string in self.ent2type:
return self.ent2type[string]
print ("Error in finding entity type at gazetteer.py, exit program! String:", string)
exit(0)
def size(self):
return len(self.ent2type)