### DIMACS CNF Representation Source: https://pypi.org/project/pycosat Example of clauses represented in the DIMACS CNF format. ```text p cnf 5 3 1 -5 4 0 -1 5 3 4 0 -3 -4 0 ``` -------------------------------- ### Naive Python implementation of itersolve Source: https://pypi.org/project/pycosat This implementation is for explanatory purposes only and should not be used in production due to performance issues and side effects on the input list. ```python def py_itersolve(clauses): # don't use this function! while True: # (it is only here to explain things) sol = pycosat.solve(clauses) if isinstance(sol, list): yield sol clauses.append([-x for x in sol]) else: # no more solutions -- stop iteration return ``` -------------------------------- ### Iterate All Solutions Source: https://pypi.org/project/pycosat Find all possible solutions for a set of clauses using pycosat.itersolve. ```python >>> for sol in pycosat.itersolve(cnf): ... print sol ... [1, -2, -3, -4, 5] [1, -2, -3, 4, -5] [1, -2, -3, 4, 5] ... >>> len(list(pycosat.itersolve(cnf))) 18 ``` -------------------------------- ### pycosat.solve(clauses, prop_limit=None, vars=None, verbose=0) Source: https://pypi.org/project/pycosat Finds a single solution for the given iterable of clauses. ```APIDOC ## pycosat.solve(clauses, prop_limit=None, vars=None, verbose=0) ### Description Returns one solution as a list of integers, "UNSAT" if unsatisfiable, or "UNKNOWN" if the propagation limit is reached. ### Parameters - **clauses** (iterable) - Required - An iterable of clauses, where each clause is an iterable of non-zero integers. - **prop_limit** (integer) - Optional - The propagation limit. - **vars** (integer) - Optional - Number of variables. - **verbose** (integer) - Optional - The verbosity level. ``` -------------------------------- ### Limit Solution Iteration Source: https://pypi.org/project/pycosat Use itertools.islice to retrieve a specific number of solutions from the itersolve iterator. ```python >>> import itertools >>> list(itertools.islice(pycosat.itersolve(cnf), 3)) [[1, -2, -3, -4, 5], [1, -2, -3, 4, -5], [1, -2, -3, 4, 5]] ``` -------------------------------- ### pycosat.itersolve(clauses, prop_limit=None, vars=None, verbose=0) Source: https://pypi.org/project/pycosat Returns an iterator over all solutions for the given iterable of clauses. ```APIDOC ## pycosat.itersolve(clauses, prop_limit=None, vars=None, verbose=0) ### Description Returns an iterator over solutions. When a propagation limit is specified, exhausting the iterator may not yield all possible solutions. ### Parameters - **clauses** (iterable) - Required - An iterable of clauses, where each clause is an iterable of non-zero integers. - **prop_limit** (integer) - Optional - The propagation limit. - **vars** (integer) - Optional - Number of variables. - **verbose** (integer) - Optional - The verbosity level. ``` -------------------------------- ### Solve SAT Clauses Source: https://pypi.org/project/pycosat Find a single solution for a given set of clauses using pycosat.solve. ```python >>> import pycosat >>> cnf = [[1, -5, 4], [-1, 5, 3, 4], [-3, -4]] >>> pycosat.solve(cnf) [1, -2, -3, -4, 5] ``` === COMPLETE CONTENT === This response contains all available snippets from this library. No additional content exists. Do not make further requests.