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5 changed files with 121 additions and 53 deletions
50
R.py
50
R.py
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@ -17,7 +17,9 @@ from vsp import has_vsp
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# ===================================================
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# ===================================================
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# Defining the logic of R
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"""
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Defining the Logic of R
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"""
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x = PropositionalVariable("x")
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x = PropositionalVariable("x")
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y = PropositionalVariable("y")
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y = PropositionalVariable("y")
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@ -59,12 +61,13 @@ logic_rules = implication_rules | negation_rules | conjunction_rules | disjuncti
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operations = {Negation, Conjunction, Disjunction, Implication}
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operations = {Negation, Conjunction, Disjunction, Implication}
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R_logic = Logic(operations, logic_rules)
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R_logic = Logic(operations, logic_rules, "R")
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# ===============================
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# ===============================
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# Example 2-element Model of R
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"""
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Example 2-Element Model of R
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"""
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a0 = ModelValue("a0")
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a0 = ModelValue("a0")
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a1 = ModelValue("a1")
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a1 = ModelValue("a1")
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@ -103,7 +106,7 @@ designated_values = {a1}
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logical_operations = {
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logical_operations = {
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mnegation, mimplication, mconjunction, mdisjunction
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mnegation, mimplication, mconjunction, mdisjunction
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}
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}
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R_model_2 = Model(carrier_set, logical_operations, designated_values)
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R_model_2 = Model(carrier_set, logical_operations, designated_values, "R2")
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interpretation = {
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interpretation = {
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Negation: mnegation,
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Negation: mnegation,
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@ -112,25 +115,36 @@ interpretation = {
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Implication: mimplication
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Implication: mimplication
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}
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}
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print(R_model_2)
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# =================================
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# =================================
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# Generate models of R of a given size
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"""
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Generate models of R of a specified size
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"""
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print("*" * 30)
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model_size = 2
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model_size = 2
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solutions = generate_model(R_logic, model_size, print_model=True)
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print("Generating models of Logic", R_logic.name, "of size", model_size)
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solutions = generate_model(R_logic, model_size, print_model=False)
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print(f"There are {len(solutions)} satisfiable models of element length {model_size}")
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print(f"Found {len(solutions)} satisfiable models")
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for model, interpretation in solutions:
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for model, interpretation in solutions:
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print(has_vsp(model, interpretation))
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print(has_vsp(model, interpretation))
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print("-" * 5)
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print("*" * 30)
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######
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######
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# Smallest model for R that has the variable sharing property
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"""
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# This has 6 elements
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Showing the smallest model for R that has the
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variable sharing property.
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This model has 6 elements.
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"""
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a0 = ModelValue("a0")
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a0 = ModelValue("a0")
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a1 = ModelValue("a1")
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a1 = ModelValue("a1")
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@ -149,7 +163,7 @@ mnegation = ModelFunction(1, {
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a2: a2,
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a2: a2,
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a1: a4,
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a1: a4,
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a0: a5
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a0: a5
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})
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}, "¬")
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mimplication = ModelFunction(2, {
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mimplication = ModelFunction(2, {
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(a5, a5): a5,
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(a5, a5): a5,
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@ -193,7 +207,7 @@ mimplication = ModelFunction(2, {
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(a0, a2): a5,
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(a0, a2): a5,
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(a0, a1): a5,
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(a0, a1): a5,
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(a0, a0): a5
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(a0, a0): a5
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})
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}, "→")
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mconjunction = ModelFunction(2, {
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mconjunction = ModelFunction(2, {
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@ -238,7 +252,7 @@ mconjunction = ModelFunction(2, {
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(a0, a2): a0,
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(a0, a2): a0,
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(a0, a1): a0,
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(a0, a1): a0,
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(a0, a0): a0
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(a0, a0): a0
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})
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}, "∧")
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mdisjunction = ModelFunction(2, {
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mdisjunction = ModelFunction(2, {
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(a5, a5): a5,
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(a5, a5): a5,
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@ -282,12 +296,12 @@ mdisjunction = ModelFunction(2, {
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(a0, a2): a2,
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(a0, a2): a2,
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(a0, a1): a1,
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(a0, a1): a1,
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(a0, a0): a0
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(a0, a0): a0
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})
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}, "∨")
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logical_operations = {
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logical_operations = {
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mnegation, mimplication, mconjunction, mdisjunction
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mnegation, mimplication, mconjunction, mdisjunction
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}
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}
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R_model_6 = Model(carrier_set, logical_operations, designated_values)
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R_model_6 = Model(carrier_set, logical_operations, designated_values, "R6")
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interpretation = {
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interpretation = {
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Negation: mnegation,
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Negation: mnegation,
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@ -297,7 +311,5 @@ interpretation = {
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}
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}
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print(R_model_6)
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print(R_model_6)
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print(f"Model {R_model_6.name} satisfies logic {R_logic.name}?", satisfiable(R_logic, R_model_6, interpretation))
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print("Satisfiable", satisfiable(R_logic, R_model_6, interpretation))
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print(has_vsp(R_model_6, interpretation))
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print(has_vsp(R_model_6, interpretation))
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@ -6,10 +6,10 @@ from common import set_to_str
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from logic import Logic, Operation, Rule, get_operations_from_term
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from logic import Logic, Operation, Rule, get_operations_from_term
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from model import (
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from model import (
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Interpretation, ModelValue, Model,
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Interpretation, ModelValue, Model,
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satisfiable, ModelFunction
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ModelFunction, satisfiable
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)
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)
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from itertools import combinations, chain, product
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from itertools import combinations, chain, product
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from typing import Set, List, Dict, Tuple
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from typing import Set, List, Tuple
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def possible_designations(iterable):
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def possible_designations(iterable):
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"""Powerset without the empty and complete set"""
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"""Powerset without the empty and complete set"""
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36
logic.py
36
logic.py
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@ -1,4 +1,4 @@
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from typing import Set, Tuple
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from typing import Optional, Set, Tuple
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from functools import lru_cache
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from functools import lru_cache
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class Operation:
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class Operation:
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@ -9,10 +9,10 @@ class Operation:
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def immutable(self, name, value):
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def immutable(self, name, value):
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raise Exception("Operations are immutable")
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raise Exception("Operations are immutable")
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self.__setattr__ = immutable
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self.__setattr__ = immutable
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def __hash__(self):
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def __hash__(self):
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return self.hashed_value
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return self.hashed_value
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def __call__(self, *args):
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def __call__(self, *args):
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# Ensure the arity is met
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# Ensure the arity is met
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assert len(args) == self.arity
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assert len(args) == self.arity
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@ -20,7 +20,7 @@ class Operation:
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for t in args:
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for t in args:
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assert isinstance(t, Term)
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assert isinstance(t, Term)
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return OpTerm(self, args)
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return OpTerm(self, args)
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class Term:
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class Term:
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def __init__(self):
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def __init__(self):
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@ -35,7 +35,7 @@ class PropositionalVariable(Term):
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def immutable(self, name, value):
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def immutable(self, name, value):
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raise Exception("Propositional variables are immutable")
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raise Exception("Propositional variables are immutable")
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self.__setattr__ = immutable
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self.__setattr__ = immutable
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def __hash__(self):
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def __hash__(self):
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return self.hashed_value
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return self.hashed_value
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@ -53,10 +53,10 @@ class OpTerm(Term):
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def immutable(self, name, value):
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def immutable(self, name, value):
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raise Exception("Terms are immutable")
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raise Exception("Terms are immutable")
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self.__setattr__ = immutable
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self.__setattr__ = immutable
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def __hash__(self):
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def __hash__(self):
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return self.hashed_value
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return self.hashed_value
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def __str__(self):
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def __str__(self):
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arg_strs = [str(a) for a in self.arguments]
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arg_strs = [str(a) for a in self.arguments]
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return self.operation.symbol + "(" + ",".join(arg_strs) + ")"
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return self.operation.symbol + "(" + ",".join(arg_strs) + ")"
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@ -72,13 +72,13 @@ class Inequation:
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self.antecedant = antecedant
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self.antecedant = antecedant
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self.consequent = consequent
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self.consequent = consequent
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def __str__(self):
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def __str__(self):
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return str(self.antecedant) + "≤" + str(self.consequent)
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return str(self.antecedant) + "≤" + str(self.consequent)
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class InequalityRule:
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class InequalityRule:
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def __init__(self, premises : Set[Inequation], conclusion: Inequation):
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def __init__(self, premises : Set[Inequation], conclusion: Inequation):
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self.premises = premises
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self.premises = premises
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self.conclusion = conclusion
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self.conclusion = conclusion
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def __str__(self):
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def __str__(self):
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str_premises = [str(p) for p in self.premises]
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str_premises = [str(p) for p in self.premises]
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str_premises2 = "{" + ",".join(str_premises) + "}"
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str_premises2 = "{" + ",".join(str_premises) + "}"
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def __init__(self, premises : Set[Term], conclusion: Term):
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def __init__(self, premises : Set[Term], conclusion: Term):
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self.premises = premises
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self.premises = premises
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self.conclusion = conclusion
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self.conclusion = conclusion
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def __str__(self):
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def __str__(self):
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str_premises = [str(p) for p in self.premises]
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str_premises = [str(p) for p in self.premises]
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str_premises2 = "{" + ",".join(str_premises) + "}"
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str_premises2 = "{" + ",".join(str_premises) + "}"
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return str(str_premises2) + "=>" + str(self.conclusion)
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return str(str_premises2) + "=>" + str(self.conclusion)
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class Logic:
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class Logic:
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def __init__(self, operations: Set[Operation], rules: Set[Rule]):
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def __init__(self,
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operations: Set[Operation], rules: Set[Rule],
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name: Optional[str] = None):
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self.operations = operations
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self.operations = operations
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self.rules = rules
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self.rules = rules
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self.name = str(abs(hash((
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frozenset(operations),
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frozenset(rules)
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))))[:5] if name is None else name
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def get_prop_var_from_term(t: Term) -> Set[PropositionalVariable]:
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def get_prop_var_from_term(t: Term) -> Set[PropositionalVariable]:
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@ -107,7 +113,7 @@ def get_prop_var_from_term(t: Term) -> Set[PropositionalVariable]:
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result: Set[PropositionalVariable] = set()
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result: Set[PropositionalVariable] = set()
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for arg in t.arguments:
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for arg in t.arguments:
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result |= get_prop_var_from_term(arg)
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result |= get_prop_var_from_term(arg)
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return result
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return result
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@lru_cache
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@lru_cache
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@ -118,7 +124,7 @@ def get_propostional_variables(rules: Tuple[Rule]) -> Set[PropositionalVariable]
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# Get all vars in premises
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# Get all vars in premises
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for premise in rule.premises:
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for premise in rule.premises:
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vars |= get_prop_var_from_term(premise)
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vars |= get_prop_var_from_term(premise)
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# Get vars in conclusion
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# Get vars in conclusion
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vars |= get_prop_var_from_term(rule.conclusion)
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vars |= get_prop_var_from_term(rule.conclusion)
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@ -127,9 +133,9 @@ def get_propostional_variables(rules: Tuple[Rule]) -> Set[PropositionalVariable]
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def get_operations_from_term(t: Term) -> Set[Operation]:
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def get_operations_from_term(t: Term) -> Set[Operation]:
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if isinstance(t, PropositionalVariable):
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if isinstance(t, PropositionalVariable):
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return set()
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return set()
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result: Set[Operation] = {t.operation,}
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result: Set[Operation] = {t.operation,}
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for arg in t.arguments:
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for arg in t.arguments:
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result |= get_operations_from_term(arg)
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result |= get_operations_from_term(arg)
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return result
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return result
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60
model.py
60
model.py
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@ -8,9 +8,9 @@ from logic import (
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Operation, PropositionalVariable, Term
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Operation, PropositionalVariable, Term
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)
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)
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from collections import defaultdict
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from collections import defaultdict
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from functools import lru_cache
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from functools import cached_property, lru_cache, reduce
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from itertools import combinations_with_replacement, permutations, product
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from itertools import chain, combinations_with_replacement, permutations, product
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from typing import Dict, List, Set, Tuple
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from typing import Dict, List, Optional, Set, Tuple
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__all__ = ['ModelValue', 'ModelFunction', 'Model', 'Interpretation']
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__all__ = ['ModelValue', 'ModelFunction', 'Model', 'Interpretation']
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@ -32,7 +32,6 @@ class ModelValue:
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def __deepcopy__(self, _):
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def __deepcopy__(self, _):
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return ModelValue(self.name)
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return ModelValue(self.name)
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class ModelFunction:
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class ModelFunction:
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def __init__(self, arity: int, mapping, operation_name = ""):
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def __init__(self, arity: int, mapping, operation_name = ""):
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self.operation_name = operation_name
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self.operation_name = operation_name
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self.mapping = corrected_mapping
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self.mapping = corrected_mapping
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@cached_property
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def domain(self):
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result_set: Set[ModelValue] = set()
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for args in self.mapping.keys():
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for v in args:
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result_set.add(v)
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return result_set
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def __str__(self):
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def __str__(self):
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if self.arity == 1:
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return unary_function_str(self)
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elif self.arity == 2:
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return binary_function_str(self)
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# Default return dictionary representation
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str_dict = dict()
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str_dict = dict()
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for k, v in self.mapping.items():
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for k, v in self.mapping.items():
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inputstr = "(" + ", ".join(str(ki) for ki in k) + ")"
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inputstr = "(" + ", ".join(str(ki) for ki in k) + ")"
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@ -64,6 +77,33 @@ class ModelFunction:
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def __call__(self, *args):
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def __call__(self, *args):
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return self.mapping[args]
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return self.mapping[args]
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def unary_function_str(f: ModelFunction) -> str:
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assert isinstance(f, ModelFunction) and f.arity == 1
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sorted_domain = sorted(f.domain, key=lambda v : v.name)
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header_line = f" {f.operation_name} | " + " ".join((str(v) for v in sorted_domain))
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sep_line = "-" + ("-" * len(f.operation_name)) + "-+-" +\
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("-" * len(sorted_domain)) +\
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("-" * reduce(lambda sum, v : sum + len(v.name), sorted_domain, 0))
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data_line = (" " * (len(f.operation_name) + 2)) + "| " + " ".join((str(f.mapping[(v,)]) for v in sorted_domain))
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return "\n".join((header_line, sep_line, data_line)) + "\n"
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def binary_function_str(f: ModelFunction) -> str:
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assert isinstance(f, ModelFunction) and f.arity == 2
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sorted_domain = sorted(f.domain, key=lambda v : v.name)
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max_col_width = max(chain((len(v.name) for v in sorted_domain), (len(f.operation_name),)))
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header_line = f" {f.operation_name} " +\
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(" " * (max_col_width - len(f.operation_name))) + "| " +\
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" ".join((str(v) for v in sorted_domain))
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sep_line = "-" + ("-" * max_col_width) + "-+-" +\
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("-" * len(sorted_domain)) +\
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("-" * reduce(lambda sum, v : sum + len(v.name), sorted_domain, 0))
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data_lines = ""
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for row_v in sorted_domain:
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||||||
|
data_line = f" {row_v.name} | " + " ".join((str(f.mapping[(row_v, col_v)]) for col_v in sorted_domain))
|
||||||
|
data_lines += data_line + "\n"
|
||||||
|
return "\n".join((header_line, sep_line, data_lines))
|
||||||
|
|
||||||
Interpretation = Dict[Operation, ModelFunction]
|
Interpretation = Dict[Operation, ModelFunction]
|
||||||
|
|
||||||
class Model:
|
class Model:
|
||||||
|
@ -72,20 +112,28 @@ class Model:
|
||||||
carrier_set: Set[ModelValue],
|
carrier_set: Set[ModelValue],
|
||||||
logical_operations: Set[ModelFunction],
|
logical_operations: Set[ModelFunction],
|
||||||
designated_values: Set[ModelValue],
|
designated_values: Set[ModelValue],
|
||||||
|
name: Optional[str] = None
|
||||||
):
|
):
|
||||||
assert designated_values <= carrier_set
|
assert designated_values <= carrier_set
|
||||||
self.carrier_set = carrier_set
|
self.carrier_set = carrier_set
|
||||||
self.logical_operations = logical_operations
|
self.logical_operations = logical_operations
|
||||||
self.designated_values = designated_values
|
self.designated_values = designated_values
|
||||||
|
self.name = str(abs(hash((
|
||||||
|
frozenset(carrier_set),
|
||||||
|
frozenset(logical_operations),
|
||||||
|
frozenset(designated_values)
|
||||||
|
))))[:5] if name is None else name
|
||||||
|
|
||||||
def __str__(self):
|
def __str__(self):
|
||||||
result = f"""Carrier Set: {set_to_str(self.carrier_set)}
|
result = ("=" * 25) + f"""
|
||||||
|
Model Name: {self.name}
|
||||||
|
Carrier Set: {set_to_str(self.carrier_set)}
|
||||||
Designated Values: {set_to_str(self.designated_values)}
|
Designated Values: {set_to_str(self.designated_values)}
|
||||||
"""
|
"""
|
||||||
for function in self.logical_operations:
|
for function in self.logical_operations:
|
||||||
result += f"{str(function)}\n"
|
result += f"{str(function)}\n"
|
||||||
|
|
||||||
return result
|
return result + ("=" * 25) + "\n"
|
||||||
|
|
||||||
|
|
||||||
def evaluate_term(
|
def evaluate_term(
|
||||||
|
|
24
vsp.py
24
vsp.py
|
@ -4,6 +4,7 @@ sharing property.
|
||||||
"""
|
"""
|
||||||
from itertools import chain, combinations, product
|
from itertools import chain, combinations, product
|
||||||
from typing import Dict, List, Optional, Set, Tuple
|
from typing import Dict, List, Optional, Set, Tuple
|
||||||
|
from common import set_to_str
|
||||||
from model import (
|
from model import (
|
||||||
Model, model_closure, ModelFunction, ModelValue
|
Model, model_closure, ModelFunction, ModelValue
|
||||||
)
|
)
|
||||||
|
@ -39,20 +40,21 @@ def preseed(
|
||||||
|
|
||||||
class VSP_Result:
|
class VSP_Result:
|
||||||
def __init__(
|
def __init__(
|
||||||
self, has_vsp: bool, subalgebra1: Optional[Set[ModelValue]] = None,
|
self, has_vsp: bool, model_name: Optional[str] = None,
|
||||||
subalgebra2: Optional[Set[ModelValue]] = None, x: Optional[ModelValue] = None,
|
subalgebra1: Optional[Set[ModelValue]] = None,
|
||||||
y: Optional[ModelValue] = None):
|
subalgebra2: Optional[Set[ModelValue]] = None):
|
||||||
self.has_vsp = has_vsp
|
self.has_vsp = has_vsp
|
||||||
|
self.model_name = model_name
|
||||||
self.subalgebra1 = subalgebra1
|
self.subalgebra1 = subalgebra1
|
||||||
self.subalgebra2 = subalgebra2
|
self.subalgebra2 = subalgebra2
|
||||||
self.x = x
|
|
||||||
self.y = y
|
|
||||||
|
|
||||||
def __str__(self):
|
def __str__(self):
|
||||||
if self.has_vsp:
|
if not self.has_vsp:
|
||||||
return "Model has the variable sharing property."
|
return f"Model {self.model_name} does not have the variable sharing property."
|
||||||
else:
|
return f"""Model {self.model_name} has the variable sharing property.
|
||||||
return "Model does not have the variable sharing property."
|
Subalgebra 1: {set_to_str(self.subalgebra1)}
|
||||||
|
Subalgebra 2: {set_to_str(self.subalgebra2)}
|
||||||
|
"""
|
||||||
|
|
||||||
def has_vsp(model: Model, interpretation: Dict[Operation, ModelFunction]) -> VSP_Result:
|
def has_vsp(model: Model, interpretation: Dict[Operation, ModelFunction]) -> VSP_Result:
|
||||||
"""
|
"""
|
||||||
|
@ -131,6 +133,6 @@ def has_vsp(model: Model, interpretation: Dict[Operation, ModelFunction]) -> VSP
|
||||||
break
|
break
|
||||||
|
|
||||||
if falsified:
|
if falsified:
|
||||||
return VSP_Result(True, carrier_set_left, carrier_set_right, x2, y2)
|
return VSP_Result(True, model.name, carrier_set_left, carrier_set_right)
|
||||||
|
|
||||||
return VSP_Result(False)
|
return VSP_Result(False, model.name)
|
||||||
|
|
Loading…
Reference in a new issue