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#---------------------------------------------------------------
# PyNLPl - Corpus Query Language (CQL)
# by Maarten van Gompel
# Centre for Language Studies
# Radboud University Nijmegen
# http://proycon.github.com/folia
# http://www.github.com/proycon/pynlpl
# proycon AT anaproy DOT nl
#
# Parser and interpreter for a basic subset of the Corpus Query Language
#
# Licensed under GPLv3
#
#----------------------------------------------------------------
from __future__ import print_function, unicode_literals, division, absolute_import
from pynlpl.fsa import State, NFA
import re
import sys
OPERATORS = ('=','!=')
MAXINTERVAL = 99
class SyntaxError(Exception):
pass
class ValueExpression(object):
def __init__(self, values):
self.values = values #disjunction
@staticmethod
def parse(s,i):
values = ""
assert s[i] == '"'
i += 1
while not (s[i] == '"' and s[i-1] != "\\"):
values += s[i]
i += 1
values = values.split("|")
return ValueExpression(values), i+1
def __len__(self):
return len(self.values)
def __iter__(self):
for x in self.values:
yield x
def __getitem__(self,index):
return self.values[index]
class AttributeExpression(object):
def __init__(self, attribute, operator, valueexpression):
self.attribute = attribute
self.operator = operator
self.valueexpr = valueexpression
@staticmethod
def parse(s,i):
while s[i] == " ":
i +=1
if s[i] == '"':
#no attribute and no operator, use defaults:
attribute = "word"
operator = "="
else:
attribute = ""
while s[i] not in (' ','!','>','<','='):
attribute += s[i]
i += 1
if not attribute:
raise SyntaxError("Expected attribute name, none found")
operator = ""
while s[i] in (' ','!','>','<','='):
if s[i] != ' ':
operator += s[i]
i += 1
if operator not in OPERATORS:
raise SyntaxError("Expected operator, got '" + operator + "'")
if s[i] != '"':
raise SyntaxError("Expected start of value expression (doublequote) in position " + str(i) + ", got " + s[i])
valueexpr, i = ValueExpression.parse(s,i)
return AttributeExpression(attribute,operator, valueexpr), i
class TokenExpression(object):
def __init__(self, attribexprs=[], interval=None):
self.attribexprs = attribexprs
self.interval = interval
@staticmethod
def parse(s,i):
attribexprs = []
while s[i] == " ":
i +=1
if s[i] == '"':
attribexpr,i = AttributeExpression.parse(s,i)
attribexprs.append(attribexpr)
elif s[i] == "[":
i += 1
while True:
while s[i] == " ":
i +=1
if s[i] == "&":
attribexpr,i = AttributeExpression.parse(s,i+1)
attribexprs.append(attribexpr)
elif s[i] == "]":
i += 1
break
elif not attribexprs:
attribexpr,i = AttributeExpression.parse(s,i)
attribexprs.append(attribexpr)
else:
raise SyntaxError("Unexpected char whilst parsing token expression, position " + str(i) + ": " + s[i])
else:
raise SyntaxError("Expected token expression starting with either \" or [, got: " + s[i])
if i == len(s):
interval = None #end of query!
elif s[i] == "{":
#interval expression, find end:
interval = None
for j in range(i+1, len(s)):
if s[j] == "}":
interval = s[i+1:j]
if interval is None:
raise SyntaxError("Interval expression started but no end-brace found")
i += len(interval) + 2
try:
if ',' in interval:
interval = tuple(int(x) for x in interval.split(","))
if len(interval) != 2:
raise SyntaxError("Invalid interval: " + interval)
elif '-' in interval: #alternative
interval = tuple(int(x) for x in interval.split("-"))
if len(interval) != 2:
raise SyntaxError("Invalid interval: " + interval)
else:
interval = (int(interval),int(interval))
except ValueError:
raise SyntaxError("Invalid interval: " + interval)
elif s[i] == "?":
interval = (0,1)
i += 1
elif s[i] == "+":
interval = (1,MAXINTERVAL)
i += 1
elif s[i] == "*":
interval = (0,MAXINTERVAL)
i += 1
else:
interval = None
return TokenExpression(attribexprs,interval),i
def __len__(self):
return len(self.attribexprs)
def __iter__(self):
for x in self.attribexprs:
yield x
def __getitem__(self,index):
return self.attribexprs[index]
def nfa(self, nextstate):
"""Returns an initial state for an NFA"""
if self.interval:
mininterval, maxinterval = self.interval #pylint: disable=unpacking-non-sequence
nextstate2 = nextstate
for i in range(maxinterval):
state = State(transitions=[(self,self.match, nextstate2)])
if i+1> mininterval:
if nextstate is not nextstate2: state.transitions.append((self,self.match, nextstate))
if maxinterval == MAXINTERVAL:
state.epsilon.append(state)
break
nextstate2 = state
return state
else:
state = State(transitions=[(self,self.match, nextstate)])
return state
def match(self, value):
match = False
for _, attribexpr in enumerate(self):
annottype = attribexpr.attribute
if annottype == 'text': annottype = 'word'
if attribexpr.operator == "!=":
negate = True
elif attribexpr.operator == "=":
negate = False
else:
raise Exception("Unexpected operator " + attribexpr.operator)
if len(attribexpr.valueexpr) > 1:
expr = re.compile("^(" + "|".join(attribexpr.valueexpr) + ")$")
else:
expr = re.compile("^" + attribexpr.valueexpr[0] + '$')
match = (expr.match(value[annottype]) is not None)
if negate:
match = not match
if not match:
return False
return True
class Query(object):
def __init__(self, s):
self.tokenexprs = []
i = 0
l = len(s)
while i < l:
if s[i] == " ":
i += 1
else:
tokenexpr,i = TokenExpression.parse(s,i)
self.tokenexprs.append(tokenexpr)
def __len__(self):
return len(self.tokenexprs)
def __iter__(self):
for x in self.tokenexprs:
yield x
def __getitem__(self,index):
return self.tokenexprs[index]
def nfa(self):
"""convert the expression into an NFA"""
finalstate = State(final=True)
nextstate = finalstate
for tokenexpr in reversed(self):
state = tokenexpr.nfa(nextstate)
nextstate = state
return NFA(state)
def __call__(self, tokens, debug=False):
"""Execute the CQL expression, pass a list of tokens/annotations using keyword arguments: word, pos, lemma, etc"""
if not tokens:
raise Exception("Pass a list of tokens/annotation using keyword arguments! (word,pos,lemma, or others)")
#convert the expression into an NFA
nfa = self.nfa()
if debug:
print(repr(nfa), file=sys.stderr)
return list(nfa.find(tokens,debug))
def cql2fql(cq):
fq = "SELECT FOR SPAN "
if not isinstance(cq, Query):
cq = Query(cq)
for i, token in enumerate(cq):
if i > 0: fq += " & "
fq += "w"
if token.interval:
fq += " {" + str(token.interval[0]) + "," + str(token.interval[1])+ "} "
else:
fq += " "
if token.attribexprs:
fq += "WHERE "
for j, attribexpr in enumerate(token):
if j > 0:
fq += " AND "
fq += "("
if attribexpr.operator == "!=":
operator = "NOTMATCHES"
elif attribexpr.operator == "=":
operator = "MATCHES"
else:
raise Exception("Invalid operator: " + attribexpr.operator)
if attribexpr.attribute in ("word","text"):
if len(attribexpr.valueexpr) > 1:
fq += "text " + operator + " \"^(" + "|".join(attribexpr.valueexpr) + ")$\" "
else:
fq += "text " + operator + " \"^" + attribexpr.valueexpr[0] + "$\" "
else:
annottype = attribexpr.attribute
if annottype == "tag":
annottype = "pos"
elif annottype == "lempos":
raise Exception("lempos not supported in CQL to FQL conversion, use pos and lemma separately")
fq += annottype + " HAS class "
if len(attribexpr.valueexpr) > 1:
fq += operator + " \"^(" + "|".join(attribexpr.valueexpr) + ")$\" "
else:
fq += operator + " \"^" + attribexpr.valueexpr[0] + "$\" "
fq += ")"
return fq
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