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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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10
logic.py
10
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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@ -95,9 +95,15 @@ class Rule:
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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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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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@ -54,7 +53,21 @@ class ModelFunction:
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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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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))
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data_lines += data_line + "\n"
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return "\n".join((header_line, sep_line, data_lines))
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Interpretation = Dict[Operation, ModelFunction]
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Interpretation = Dict[Operation, ModelFunction]
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class Model:
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class Model:
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carrier_set: Set[ModelValue],
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carrier_set: Set[ModelValue],
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logical_operations: Set[ModelFunction],
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logical_operations: Set[ModelFunction],
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designated_values: Set[ModelValue],
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designated_values: Set[ModelValue],
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name: Optional[str] = None
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):
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):
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assert designated_values <= carrier_set
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assert designated_values <= carrier_set
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self.carrier_set = carrier_set
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self.carrier_set = carrier_set
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self.logical_operations = logical_operations
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self.logical_operations = logical_operations
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self.designated_values = designated_values
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self.designated_values = designated_values
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self.name = str(abs(hash((
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frozenset(carrier_set),
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frozenset(logical_operations),
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frozenset(designated_values)
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))))[:5] if name is None else name
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def __str__(self):
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def __str__(self):
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result = f"""Carrier Set: {set_to_str(self.carrier_set)}
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result = ("=" * 25) + f"""
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Model Name: {self.name}
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Carrier Set: {set_to_str(self.carrier_set)}
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Designated Values: {set_to_str(self.designated_values)}
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Designated Values: {set_to_str(self.designated_values)}
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"""
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"""
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for function in self.logical_operations:
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for function in self.logical_operations:
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result += f"{str(function)}\n"
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result += f"{str(function)}\n"
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return result
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return result + ("=" * 25) + "\n"
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def evaluate_term(
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def evaluate_term(
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24
vsp.py
24
vsp.py
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@ -4,6 +4,7 @@ sharing property.
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"""
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"""
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from itertools import chain, combinations, product
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from itertools import chain, combinations, product
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from typing import Dict, List, Optional, Set, Tuple
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from typing import Dict, List, Optional, Set, Tuple
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from common import set_to_str
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from model import (
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from model import (
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Model, model_closure, ModelFunction, ModelValue
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Model, model_closure, ModelFunction, ModelValue
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)
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)
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class VSP_Result:
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class VSP_Result:
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def __init__(
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def __init__(
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self, has_vsp: bool, subalgebra1: Optional[Set[ModelValue]] = None,
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self, has_vsp: bool, model_name: Optional[str] = None,
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subalgebra2: Optional[Set[ModelValue]] = None, x: Optional[ModelValue] = None,
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subalgebra1: Optional[Set[ModelValue]] = None,
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y: Optional[ModelValue] = None):
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subalgebra2: Optional[Set[ModelValue]] = None):
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self.has_vsp = has_vsp
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self.has_vsp = has_vsp
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self.model_name = model_name
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self.subalgebra1 = subalgebra1
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self.subalgebra1 = subalgebra1
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self.subalgebra2 = subalgebra2
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self.subalgebra2 = subalgebra2
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self.x = x
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self.y = y
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def __str__(self):
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def __str__(self):
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if self.has_vsp:
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if not self.has_vsp:
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return "Model has the variable sharing property."
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return f"Model {self.model_name} does not have the variable sharing property."
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else:
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return f"""Model {self.model_name} has the variable sharing property.
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return "Model does not have the variable sharing property."
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Subalgebra 1: {set_to_str(self.subalgebra1)}
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Subalgebra 2: {set_to_str(self.subalgebra2)}
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"""
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def has_vsp(model: Model, interpretation: Dict[Operation, ModelFunction]) -> VSP_Result:
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def has_vsp(model: Model, interpretation: Dict[Operation, ModelFunction]) -> VSP_Result:
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"""
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"""
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@ -131,6 +133,6 @@ def has_vsp(model: Model, interpretation: Dict[Operation, ModelFunction]) -> VSP
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break
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break
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if falsified:
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if falsified:
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return VSP_Result(True, carrier_set_left, carrier_set_right, x2, y2)
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return VSP_Result(True, model.name, carrier_set_left, carrier_set_right)
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return VSP_Result(False)
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return VSP_Result(False, model.name)
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