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66 lines
2.0 KiB
66 lines
2.0 KiB
#!/usr/bin/env python3
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import numpy as np
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import random
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import kSAT
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def generateRandomKSAT(numberOfClauses,
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numberOfVariables,
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numberOfVariablesPerClause):
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instance = kSAT.kSAT()
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clauses = [[] for i in range(numberOfClauses)]
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#make sure every variable is bound to at least one clause
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for varIndex in range(numberOfVariables):
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clauseIndex = random.choice(range(numberOfClauses))
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while (len(clauses[clauseIndex]) >= numberOfVariablesPerClause or
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varIndex + 1 in clauses[clauseIndex]):
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clauseIndex = random.choice(range(numberOfClauses))
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clauses[clauseIndex].append(varIndex + 1)
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#fill in the missing bindings
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for clause in clauses:
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tmpClause = []
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clauseIsUnique = False
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while not clauseIsUnique:
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tmpClause = clause.copy()
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numRemainingBindings = numberOfVariablesPerClause - len(tmpClause)
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variablesNotYetInClause = __getVariablesNotYetInClause(tmpClause,
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numberOfVariables)
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remainingBindings = random.sample(variablesNotYetInClause,
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numRemainingBindings)
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tmpClause += remainingBindings
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for i in range(len(tmpClause)):
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tmpClause[i] *= random.choice([-1, 1])
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if tmpClause not in clauses:
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clauseIsUnique = True
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instance.addClause(tmpClause)
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return instance
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def __getVariablesNotYetInClause(clause, numberOfTotalVars):
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missingVariables = []
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prevVar = 1;
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for currVar in clause:
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missingVariables += list(range(prevVar, currVar))
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prevVar = currVar + 1
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missingVariables += list(range(prevVar, numberOfTotalVars + 1))
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return missingVariables
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