def test3():
parent = Relation()
male = Relation()
def son(father, boy):
return conde((parent(father, boy), male(boy)))
fact(parent, "Abraham", "Isaac")
fact(male, "Abraham")
fact(male, "Isaac")
x = var()
assert ("Isaac",) == run(0, x, son("Abraham", x))
from logpy import run, var, fact
from logpy.assoccomm import eq_assoccomm as eq
from logpy.assoccomm import commutative, associative
# Define some dummy Operationss
add = 'add'
mul = 'mul'
# Declare that these ops are commutative using the facts system
fact(commutative, mul)
fact(commutative, add)
fact(associative, mul)
fact(associative, add)
# Define some wild variables
x, y = var('x'), var('y')
# Two expressions to match
pattern = (mul, (add, 1, x), y) # (1 + x) * y
expr = (mul, 2, (add, 3, 1)) # 2 * (3 + 1)
print run(0, (x,y), eq(pattern, expr)) # prints ((3, 2),) meaning
# x matches to 3
# y matches to 2
from logpy import run, var, fact
import logpy.assoccomm as la
# Define mathematical operations
add = 'addition'
mul = 'multiplication'
# Declare that these operations are commutative
# using the facts system
fact(la.commutative, mul)
fact(la.commutative, add)
fact(la.associative, mul)
fact(la.associative, add)
# Define some variables
a, b, c = var('a'), var('b'), var('c')
# Generate expressions
expression_orig = (add, (mul, 3, -2), (mul, (add, 1, (mul, 2, 3)), -1))
expression1 = (add, (mul, (add, 1, (mul, 2, a)), b), (mul, 3, c))
expression2 = (add, (mul, c, 3), (mul, b, (add, (mul, 2, a), 1)))
expression3 = (add, (add, (mul, (mul, 2, a), b), b), (mul, 3, c))
# Compare expressions
print(run(0, (a, b, c), la.eq_assoccomm(expression1, expression_orig)))
print(run(0, (a, b, c), la.eq_assoccomm(expression2, expression_orig)))
print(run(0, (a, b, c), la.eq_assoccomm(expression3, expression_orig)))
from logpy import run, fact, eq, Relation, var
adjacent = Relation()
coastal = Relation()
file_coastal = 'coastal_states.txt'
file_adjacent = 'adjacent_states.txt'
# Read the file containing the coastal states
with open(file_coastal, 'r') as f:
line = f.read()
coastal_states = line.split(',')
# Add the info to the fact base
for state in coastal_states:
fact(coastal, state)
# Read the file containing the coastal states
with open(file_adjacent, 'r') as f:
adjlist = [line.strip().split(',') for line in f if line and line[0].isalpha()]
# Add the info to the fact base
for L in adjlist:
head, tail = L[0], L[1:]
for state in tail:
fact(adjacent, head, state)
# Initialize the variables
x = var()
y = var()
('william', 'soni'),
('david', 'ben'),
('david', 'nisha'),
('david', 'julie'),
('david', 'neil'),
('david', 'peter'),
('adam', 'richa'),
)
facts(Mother, ('megan', 'william'), ('megan', 'david'), ('megan', 'adam'),
('emma', 'chris'), ('emma', 'krish'), ('emma', 'stephaine'),
('olivia', 'wayne'), ('olivia', 'nisha'), ('olivia', 'julie'),
('olivia', 'neil'), ('olivia', 'peter'), ('lily', 'sophia'),
('lily', 'richa'))
fact(Male, 'john')
fact(Male, 'william')
fact(Male, 'david')
fact(Male, 'adam')
fact(Male, 'rahul')
fact(Male, 'ben')
fact(Male, 'neil')
fact(Male, 'peter')
fact(Female, 'megan')
fact(Female, 'emma')
fact(Female, 'nisha')
fact(Female, 'julie')
fact(Female, 'olivia')
fact(Female, 'richa')
fact(Female, 'lily')
This example builds a small database of the US states.
The `adjacency` relation expresses which states border each other
The `coastal` relation expresses which states border the ocean
"""
from logpy import run, fact, eq, Relation, var
adjacent = Relation()
coastal = Relation()
coastal_states = 'WA,OR,CA,TX,LA,MS,AL,GA,FL,SC,NC,VA,MD,DE,NJ,NY,CT,RI,MA,ME,NH,AK,HI'.split(
',')
for state in coastal_states: # ['NY', 'NJ', 'CT', ...]
fact(coastal, state) # e.g. 'NY' is coastal
with open(
'examples/data/adjacent-states.txt') as f: # lines like 'CA,OR,NV,AZ'
adjlist = [
line.strip().split(',') for line in f if line and line[0].isalpha()
]
for L in adjlist: # ['CA', 'OR', 'NV', 'AZ']
head, tail = L[0], L[1:] # 'CA', ['OR', 'NV', 'AZ']
for state in tail:
fact(adjacent, head, state) # e.g. 'CA' is adjacent to 'OR',
# 'CA' is adjacent to 'NV', etc...
x = var()
y = var()
from computations.core import Computation, CompositeComputation, Identity
from term import termify
termify(Computation)
termify(Identity)
termify(CompositeComputation)
CompositeComputation._term_args = lambda self: self.computations
CompositeComputation._term_new = staticmethod(
lambda args: CompositeComputation(*args))
from logpy import fact
from logpy.assoccomm import commutative, associative
fact(commutative, CompositeComputation)
fact(associative, CompositeComputation)
def start_main():
def parents(x, y):
return conde([Father(x, y)], [Mother(x, y)])
def grandparents(x, y):
z = var()
return conde((parents(x, z), parents(z, y)))
def grandfather(x, y):
z = var()
return conde((grandparents(x, y), Male(x)))
def grandmother(x, y):
z = var()
return conde((grandparents(x, y), Female(x)))
def uncle(m, y):
z = var()
x = var()
return conde((Father(x, z), Father(x, m), Father(z, y), Male(m)))
def sibling(x, y):
z = var()
return conde((parents(z, x), parents(z, y)))
def brother(x, y):
z = var()
return conde((parents(z, x), parents(z, y), Male(x)))
def sister(x, y):
z = var()
return conde((parents(z, x), parents(z, y), Female(x)))
def aunty(x, y):
z = var()
return conde((uncle(z, y), Couple(z, x), Female(x)))
def children(x, y):
return ((parents(x, y)))
def son(x, y):
return ((parents(x, y), Male(y)))
def daughter(x, y):
return ((parents(x, y), Female(y)))
global choice
Father = Relation()
Mother = Relation()
Male = Relation()
Female = Relation()
Couple = Relation()
facts(Couple, ('john', 'megan'),
('william', 'emma'),
('david', 'olivia'),
('adam', 'lily'))
facts(Father, ('john', 'william'),
('john', 'david'),
('john', 'adam'),
('william', 'chris'),
('william', 'stephaine'),
('david', 'wayne'),
('david', 'tiffany'),
('david', 'julie'),
('david', 'neil'),
('david', 'peter'),
('adam', 'sophia'))
facts(Mother, ('megan', 'william'),
('megan', 'david'),
('megan', 'adam'),
('emma', 'chris'),
('emma', 'stephaine'),
('olivia', 'wayne'),
('olivia', 'tiffany'),
('olivia', 'julie'),
('olivia', 'neil'),
('olivia', 'peter'),
('lily', 'sophia'))
fact(Male, 'john')
fact(Male, 'william')
fact(Male, 'david')
fact(Male, 'adam')
fact(Male, 'chris')
fact(Male, 'wayne')
fact(Male, 'neil')
fact(Male, 'peter')
fact(Female, 'megan')
fact(Female, 'emma')
fact(Female, 'tiffany')
fact(Female, 'julie')
fact(Female, 'olivia')
fact(Female, 'sophia')
fact(Female, 'lily')
fact(Female, 'stephaine')
x = var()
y = var()
z = var()
#
# print(
# color.Bold + "---------------------------------Welcome to Relation Predicting Program------------------------------" + color.End + "\n\n")
# print(
# color.Bold + "-----------------------------------------------------------------------------Created by:" + color.End,
# color.Darkcyan + color.Bold + "RUPESH YADAV" + color.End, "\n\n")
# print("-----------------------------------------------------------------------------------------------------")
# print(color.Bold + color.Blue + "Enter The Name Below From Above To Know There Realtives" + color.End)
# print("-----------------------------------------------------------------------------------------------------")
# print(color.Red + "1)JOHN\n2)WILLIAM\n3)DAVID\n4)ADAM\n5)CHRIS\n6)WAYNE\n7)NEIL\n8)PETER\n" + color.End)
# print(
# color.Green + "9)MEGAN\n10)EMMA\n11)TIFFANY\n12)JULIE\n13)OLIVIA\n14)SOPHIA\n15)LILY\n16)STEPHAINE" + color.End)
NameList = ['john', 'megan',
'william', 'emma',
'david', 'olivia',
'adam', 'lily',
'peter', 'neil',
'sophia', 'julie',
'tiffany', 'stephaine',
'wayne', 'chris']
name = input()
FakeName = name.upper()
name = name.lower()
if name in NameList:
print(color.Red + "Which Realtion Of" + color.End,
color.Cyan + color.Bold + color.Underline + FakeName + color.End,
color.Red + "You want to know?" + color.End)
print(
color.Blue + "1)PARENT\n2)SIBLING\n3)GRANDPARENT\n)4)UNCLE\n5)AUNTY\n6)CHILDREN\n7)COUPLE\n\n" + color.End)
Relat = input()
Relat = Relat.lower()
if Relat == 'parent':
print(
color.Yellow + "Press 1 To Know The Name of Both Parent\nPress 2 To Know The Name Of Mother\nPress 3 To Know The Name Of Father" + color.End)
option = int(input())
if option == 1:
out = (run(0, x, parents(x, name)))
elif option == 2:
out = (run(0, x, Mother(x, name)))
else:
out = (run(1, x, Father(x, name)))
if len(out) == 0:
print(color.Cyan + color.Bold + color.Underline + FakeName + color.End,
color.Green + "Parent Details Not In DataBase---SORRY" + color.End)
else:
print(out)
elif Relat == 'sibling':
print(
color.Yellow + "Press 1 To Know The Name of Both Gender Sibling\nPress 2 To Know The Name Of Sisters\nPress 3 To Know The Name Of Brother" + color.End)
option = int(input())
if option == 1:
out = (run(0, x, sibling(x, name)))
elif option == 2:
out = (run(1, x, sister(x, name)))
else:
out = (run(1, x, brother(x, name)))
list1 = list(out)
if name in list1:
list1.remove(name)
if len(list1) == 0:
print(color.Cyan + color.Bold + color.Underline + FakeName + color.End,
color.Green + "Does not have Entered type sibling ---SORRY" + color.End)
else:
print(list1)
elif Relat == 'grandparent':
print(
color.Yellow + "Press 1 To Know The Name of Both Grandmaa and Grandpaa\nPress 2 To Know The Name Of GrandFather\nPress 3 To Know The Name Of GrandMother" + color.End)
option = int(input())
if option == 1:
out = (run(0, x, grandparents(x, name)))
elif option == 2:
out = (run(1, x, grandfather(x, name)))
else:
out = (run(1, x, grandmother(x, name)))
list1 = list(out)
if name in list1:
list1.remove(name)
if len(list1) == 0:
print(color.Cyan + color.Bold + color.Underline + FakeName + color.End,
color.Green + "Does not have GrandParent data ---SORRY" + color.End)
else:
print(list1)
elif Relat == 'uncle':
out1 = run(1, x, Father(x, name))
out = run(0, x, uncle(x, name))
a = out1[0]
list1 = list(out)
if a in list1:
list1.remove(a)
print(list1)
elif Relat == 'aunty':
out = (run(0, x, aunty(x, name)))
out1 = run(0, x, Mother(x, name))
list1 = list(out)
a = out1[0]
if a in list1:
list1.remove(a)
print(list1)
elif Relat == 'children':
print(run(0, x, children(name, x)))
elif Relat == 'couple':
print(run(1, x, Couple(x, name)))
else:
print(color.Red + "The Relation You Is Wrong Or May Not Be In Database" + color.End)
else:
print(color.Blue + "The Name" + color.End, color.Red + color.Underline + FakeName + color.End,
color.Blue + "You Have Entered Is Not In The DataBase" + color.End)
# TODO
return
wtf = [v.shape[0]] + node.inputs[1:]
return [v.reshape(wtf, ndim=len(wtf)).__getitem__(vidx[0])]
if 0:
from logpy import fact, Relation
x = tensor.vector('x')
from theano.tensor import exp, log
rules = [
(x + x, 2*x),
(x * x, x**2),
(exp(log(x)), x),
(log(exp(x)), x),
]
vars = [x]
reduces = Relation('reduces')
for source, target in rules:
fact(reduces, source, target)
def simplify(expr):
source, target = var(), var()
with variables(*vars):
result = run(0, target, (reduces, source, target),
(eq, expr, source))
return result
This example builds a small database of the US states.
The `adjacency` relation expresses which states border each other
The `coastal` relation expresses which states border the ocean
"""
from logpy import run, fact, eq, Relation, var
adjacent = Relation()
coastal = Relation()
coastal_states = 'WA,OR,CA,TX,LA,MS,AL,GA,FL,SC,NC,VA,MD,DE,NJ,NY,CT,RI,MA,ME,NH,AK,HI'.split(',')
for state in coastal_states: # ['NY', 'NJ', 'CT', ...]
fact(coastal, state) # e.g. 'NY' is coastal
with open('examples/data/adjacent-states.txt') as f: # lines like 'CA,OR,NV,AZ'
adjlist = [line.strip().split(',') for line in f
if line and line[0].isalpha()]
for L in adjlist: # ['CA', 'OR', 'NV', 'AZ']
head, tail = L[0], L[1:] # 'CA', ['OR', 'NV', 'AZ']
for state in tail:
fact(adjacent, head, state) # e.g. 'CA' is adjacent to 'OR',
# 'CA' is adjacent to 'NV', etc...
x = var()
y = var()
print run(0, x, adjacent('CA', 'NY')) # is California adjacent to New York?
