this is an extension to Shai Berger's Pythologic to include support for PyLog. See http://aspn.activestate.com/ASPN/Cookbook/Python/Recipe/303057 You'll also need http://christophe.delord.free.fr/en/pylog/
This program also adds the "&" syntatic sugar. See the example class Test.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 | """
Here's some changes to the code to add support for pylog. You'll need pylog to run the test. Also, changed the code to use & instead of requiring []. Also added beginings of support for forward chaining. Enjoy! -Huu
"""
#
# Pythologic.py
#
# Add logic programming (Prolog) syntax into Python.
#
# (c) 2004 Shai Berger
#
import string
from pylog import *
class Struct:
def __init__(self, database, head, subs):
"""
The head and subs are essential - what makes this struct.
The database should only be used while structs are constructed,
and later removed.
"""
self.database = database
self.head = head
self.subs = subs
self.prev = None
self.next = None
self.forwardchain_body = None
self.conditional_body = None
self.forwardchain_head = None
self.conditional_head = None
def __pos__(self):
"""
unary + means insert into database as fact
"""
self.database.add_fact(self)
return self
def __neg__(self):
"""
unary - means retract from database as fact
"""
return self
def __lshift__(self, body):
"""
The ideal is
consequent(args) << cond1(args1),...
for now we must do with
consequent(args) << (cond1(args1),...)
"""
self.conditional_body = body
body.conditional_head = self
self.database.add_conditional(self)
return body
def __rshift__(self, head):
"""
create a forward chaining rule.
"""
head.forwardchain_body = self
self.forwardchain_head = head
self.database.add_forwardchain(head)
return self
def __rand__(self, other):
"""
concatenates predicates
a & b -> c
"""
if self.forwardchain_head:
self.prev = other
other.next = self
return other
elif other.conditional_head:
self.prev = other
other.next = self
return self
else:
self.prev = other
other.next = self
return self
def __ror__(self, next):
"""
concatenates predicates
a & b -> c
TODO
"""
print "ror", self, next
return self
def __str__(self):
def tostr(s):
if isinstance(s, list):
return "["+string.joinfields(map(str,s), ", ")+"]"
else:
return str(s)
def str_prev(s):
ret0 = ""
while s!= None:
if ret0 == "":
ret0 = str(s)
else:
ret0 = str(s) + ", " + ret0
s = s.prev
return ret0
def str_next(s):
ret0 = ""
while s!= None:
if ret0 == "":
ret0 = str(s)
else:
ret0 = ret0 + ", " + str(s)
s = s.next
return ret0
subs = map (tostr, self.subs)
ret = str(self.head) + "(" + string.join(subs,',') + ")"
if self.forwardchain_body:
ret = str_prev(self.forwardchain_body) + " -> " + ret
if self.conditional_body:
ret = ret + " :- " + str_next(self.conditional_body)
return ret
class Symbol:
def __init__ (self, name, database):
self.name = name
self.database = database
def __call__ (self, *args):
return Struct(self.database, self, args)
def __str__(self):
return self.name
class Constant(Symbol):
"""
A constant is a name. Its value is its name too.
"""
def value(self): return self.name
class Variable(Symbol):
def __str__(self):
# return "?"+self.name
return self.name
def symbol(name, database):
if (name[0] in string.uppercase):
return Variable(name,database)
else:
return Constant(name, database)
class Database:
def __init__(self):
self.facts = []
self.conditionals = []
self.forwardchain = []
def add_fact(self, fact):
self.facts.append(fact)
def add_conditional(self,head):
self.conditionals.append(head)
def add_forwardchain(self,head):
self.forwardchain.append(head)
def prt(self):
"""
Print the database in somewhat readable (prolog) form
"""
for f in self.facts: print f, "."
for f in self.forwardchain: print f, "."
for f in self.conditionals: print f, "."
def compile(self):
# do pylog's compile
exec compile(self.__str__()) in globals()
def __str__(self):
ret = ""
for f in self.facts: ret += str(f) + ".\n"
for f in self.conditionals: ret += str(f) + ".\n"
# forward chaining not yet supported
# for f in self.forwardchain: ret += str(f) + ".\n"
return ret
def consult(self, func):
"""
Include definitions from func into database
"""
try:
code = func.func_code
except:
raise TypeError, "function or method argument expected"
names = code.co_names
locally_defined = code.co_varnames
globally_defined = func.func_globals.keys()
defined = locally_defined+tuple(globally_defined)
# Python < 2.0
# undefined = filter (lambda n,d=defined: n not in d, names)
# Modern Python
undefined = [name for name in names if name not in defined]
# Generate the new global environment for the function;
# to the old environment, add definitions for all undefined
# symbols, which relate to this database (self). When the
# symbols are operated on in the function, they will add
# facts and conditionals to the database.
newglobals = func.func_globals.copy()
for name in undefined:
newglobals[name] = symbol(name, self)
exec code in newglobals
def consult_and_transform(self, func):
"""
A helper for decorator implementation
"""
self.consult(func)
return LogicalFunction(self, func)
class LogicalFunction:
"""
This class replaces a logical function once it has
been consulted, to avoid erroneous use
"""
def __init__(self, database, func):
self.database=database
self.logical_function=func
def __call__(self):
raise TypeError, "Logical functions are not really callable"
def logical(database):
"""
A decorator for logical functions
"""
return database.consult_and_transform
class Test:
db = Database()
@logical(db)
def _rules():
likes('sam',Food) << indian(Food) & mild(Food)
likes('sam',Food) << chinese(Food)
likes('sam',Food) << italian(Food)
likes('sam','chips')
+indian('curry')
+indian('dahl')
+indian('tandoori')
+indian('kurma')
+mild('dahl')
+mild('tandoori')
+mild('kurma')
+chinese('chow_mein')
+chinese('chop_suey')
+chinese('sweet_and_sour')
+italian('pizza')
+italian('spaghetti')
def __init__(self):
self.db.prt()
self.db.compile()
def test(self):
WHO, WHAT = Var('WHO'), Var('WHAT')
queries = [
likes('sam','dahl'),
likes('sam','chop_suey'),
likes('sam','pizza'),
likes('sam','chips'),
likes('sam','curry'),
likes(WHO,WHAT),
]
for query in queries:
print "?", query
n=0
for _ in query():
print "\tyes:", query
n += 1
if n==0:
print "\tno"
if __name__ == "__main__":
test = Test()
test.test()
|
Tags: programs