def test_3_brute_swing_states(self):
        real_sample = set(['TX'])
        real_sample_2 = set(['BE'])
        real_2016 = set(['IA'])
        real_2012 = set(['MI', 'NV', 'NH', 'VT', 'VA'])
        real_2008 = set(['IA', 'OR', 'PA', 'RI'])
        lost_sample = ps1.winner_states(ps1.generate_election("600_results.txt"))
        lost_sample_2 = ps1.winner_states(ps1.generate_election("60002_results.txt"))
        lost_2016 = ps1.winner_states(ps1.generate_election("2016_results_brute.txt"))
        lost_2012 = ps1.winner_states(ps1.generate_election("2012_results_brute.txt"))
        lost_2008 = ps1.winner_states(ps1.generate_election("2008_results_brute.txt"))
        votes_sample = ps1.ec_votes_needed(ps1.generate_election("600_results.txt"))
        votes_sample_2 = ps1.ec_votes_needed(ps1.generate_election("60002_results.txt"), total=14)
        votes_2016 = ps1.ec_votes_needed(ps1.generate_election("2016_results_brute.txt"), total=44)
        votes_2012 = ps1.ec_votes_needed(ps1.generate_election("2012_results_brute.txt"), total=98)
        votes_2008 = ps1.ec_votes_needed(ps1.generate_election("2008_results_brute.txt"), total=116)
        results_sample_list = ps1.brute_force_swing_states(copy.deepcopy(lost_sample),votes_sample)
        results_sample_2_list = ps1.brute_force_swing_states(copy.deepcopy(lost_sample_2),votes_sample_2)
        results_2016_list = ps1.brute_force_swing_states(copy.deepcopy(lost_2016),votes_2016)
        results_2012_list = ps1.brute_force_swing_states(copy.deepcopy(lost_2012),votes_2012)
        results_2008_list = ps1.brute_force_swing_states(copy.deepcopy(lost_2008),votes_2008)
        results_sample = [state.get_name() for state in results_sample_list]
        results_sample_2 = [state.get_name() for state in results_sample_2_list]
        results_2016 = [state.get_name() for state in results_2016_list]
        results_2012 = [state.get_name() for state in results_2012_list]
        results_2008 = [state.get_name() for state in results_2008_list]

        self.assertEqual(set(results_sample_2), real_sample_2, "For Given Example Results: expected %s, got %s. Test your code using the test cases under 'main' in ps1.py" % (list(real_sample), list(results_sample)))
        self.assertEqual(set(results_sample), real_sample, "For Sample Results: expected %s, got %s. Check that you are handling ties correctly" % (list(real_sample), list(results_sample)))
        self.assertEqual(set(results_2016), real_2016, "For 2016 Results: expected %s, got %s." % (list(real_2016), list(results_2016)))
        self.assertEqual(set(results_2012), real_2012, "For 2012 Results: expected %s, got %s." % (list(real_2012), list(results_2012)))
        self.assertEqual(set(results_2008), real_2008, "For 2008 Results: expected %s, got %s." % (list(real_2008), list(results_2008)))     
    def test_2_winner_states(self):
        real_600 = set(['TX', 'CA', 'MA'])
        real_2016 = set(['AL', 'AK', 'AZ', 'AR', 'FL', 'GA', 'ID', 'IN', 'IA', 'KS', 'KY', 'LA', 'MI', 'MS', 'MO', 'MT', 'NE', 'NC', 'ND', 'OH', 'OK', 'PA', 'SC', 'SD', 'TN', 'TX', 'UT', 'WV', 'WI', 'WY'])
        real_2012 = set(['CA', 'CO', 'CT', 'DE', 'DC', 'FL', 'HI', 'IL', 'IA', 'ME', 'MD', 'MA', 'MI', 'MN', 'NV', 'NH', 'NJ', 'NM', 'NY', 'OH', 'OR', 'PA', 'RI', 'VT', 'VA', 'WA', 'WI'])
        real_2008 = set(['CA', 'CO', 'CT', 'DE', 'DC', 'FL', 'HI', 'IL', 'IN', 'IA', 'ME', 'MD', 'MA', 'MI', 'MN', 'NV', 'NH', 'NJ', 'NM', 'NY', 'NC', 'OH', 'OR', 'PA', 'RI', 'VT', 'VA', 'WA', 'WI'])

        results_600 = [state.get_name() for state in ps1.winner_states(ps1.generate_election("600_results.txt"))]
        results_2016 = [state.get_name() for state in ps1.winner_states(ps1.generate_election("2016_results.txt"))]
        results_2012 = [state.get_name() for state in ps1.winner_states(ps1.generate_election("2012_results.txt"))]
        results_2008 = [state.get_name() for state in ps1.winner_states(ps1.generate_election("2008_results.txt"))]

        self.assertTrue(type(results_600) == list, "Please return a list")
        self.assertEqual(len(results_600), len(set(results_600)), "Duplicate states found in list")
        self.assertEqual(len(results_2016), len(set(results_2016)), "Duplicate states found in list")
        self.assertEqual(len(results_2012), len(set(results_2012)), "Duplicate states found in list")
        self.assertEqual(len(results_2008), len(set(results_2008)), "Duplicate states found in list")

        self.assertEqual(real_600, set(results_600),  "For the sample election: expected %s, got %s." % (real_600, results_600))
        self.assertEqual(real_2016, set(results_2016), "For the 2016 election: expected %s, got %s." % (real_2016, results_2016))
        self.assertEqual(real_2012, set(results_2012), "For the 2012 election: expected %s, got %s." % (real_2012, results_2012))
        self.assertEqual(real_2008, set(results_2008), "For the 2008 election: expected %s, got %s." % (real_2008, results_2008))
    def test_4_min_voters_move(self):
        real_sample = set(['TX'])
        real_2016 = set(['MI', 'PA', 'WI'])
        real_2012 = set(['FL', 'NH', 'OH', 'VA'])
        real_2008 = set(['FL', 'IN', 'IA', 'NH', 'NC', 'OH', 'VA'])
        lost_sample = ps1.winner_states(ps1.generate_election("600_results.txt"))
        lost_2016 = ps1.winner_states(ps1.generate_election("2016_results.txt"))
        lost_2012 = ps1.winner_states(ps1.generate_election("2012_results.txt"))
        lost_2008 = ps1.winner_states(ps1.generate_election("2008_results.txt"))
        votes_sample = ps1.ec_votes_needed(ps1.generate_election("600_results.txt"))
        votes_2016 = ps1.ec_votes_needed(ps1.generate_election("2016_results.txt"))
        votes_2012 = ps1.ec_votes_needed(ps1.generate_election("2012_results.txt"))
        votes_2008 = ps1.ec_votes_needed(ps1.generate_election("2008_results.txt"))
        results_sample = set(state.get_name() for state in ps1.min_voters_move(lost_sample, votes_sample))
        results_2016 = set(state.get_name() for state in ps1.min_voters_move(lost_2016,votes_2016))
        results_2012 = set(state.get_name() for state in ps1.min_voters_move(lost_2012,votes_2012))
        results_2008 = set(state.get_name() for state in ps1.min_voters_move(lost_2008,votes_2008))

        self.assertEqual(results_sample, real_sample, "For Sample Results: expected States %s, got %s." % (list(real_sample), list(results_sample)))        
        self.assertEqual(results_2016, real_2016, "For the 2016 election: expected States %s, got %s." % (list(real_2016), list(results_2016)))
        self.assertEqual(results_2012, real_2012, "For the 2012 election: expected States %s, got %s." % (list(real_2012), list(results_2012)))
        self.assertEqual(results_2008, real_2008, "For the 2008 election: expected States %s, got %s." % (list(real_2008), list(results_2008)))     
def check_valid_mapping(election, move_voters_result, real_results):
    # case when student returns None
    if move_voters_result is None:
        assert real_results is None, "You return None, but there is a possible solution here."
        return True

    if real_results is None:
        assert move_voters_result is None, "This election cannot be flipped, we expected you to return None"
        return True
    
    # validate expected results are valid
    real_voter_map, ec_votes, voters_moved = real_results
    for state_from, state_to in real_voter_map:
        assert state_from not in ['NY', 'WA', 'MA', 'CA'], ("The expected solution is trying to move voters from state %s you weren't allowed to move from" % state_from)

    voter_map, ec_votes, voters_moved = move_voters_result
    staff_voter_map, staff_ec_votes, staff_voters_moved = real_results
    orig_winner_states = ps1.winner_states(election)
    orig_winner, orig_loser = ps1.election_result(election)
    election_copy = election[:]
    
    # check if the numbers line up
    assert (ec_votes == staff_ec_votes), "The number of ec_votes gained isn't quite right, expected %d got %d" %(staff_ec_votes, ec_votes)
    assert (voters_moved == staff_voters_moved), "The number of voters_moved isn't quite right, expected %d got %d" %(staff_voters_moved, voters_moved)

    # maps the state to the index in the list allows for easy access
    election_dict = {}
    for state_index in range(len(election_copy)):
        election_dict[election_copy[state_index].get_name()] = state_index 
    

    # make all of the move's suggested in voter_map 
    for state_from, state_to in voter_map:
        from_index, to_index = election_dict[state_from], election_dict[state_to]
        from_margin, to_margin = election_copy[from_index].get_margin(), election_copy[to_index].get_margin()
        margin_moved = voter_map[(state_from, state_to)]

        # just flipped a state that was already won
        assert from_margin-margin_moved >= 1, "You lost/tied a State that was already won by the winner."
    
        assert state_from not in ['NY', 'WA', 'MA', 'CA'], "You moved residents from a state you weren't allowed to move from."
        
        #change the results of the election
        election_copy[from_index].subtract_winning_candidate_voters(margin_moved)
        election_copy[to_index].add_losing_candidate_voters(margin_moved)

    # check if after all of the changes are made, the election result has been flipped 
    new_winner, new_loser = ps1.election_result(election_copy)
    assert new_winner == orig_loser, "After making the moves you suggested, the election has not been flipped"
    return True 
    def test_5_relocate_voters(self):
        real_sample = None
        real_2016 = ({('CO', 'MI'): 10705, ('CO', 'PA'): 44293, ('CO', 'WI'): 22749}, 46, 77747) # moving from IL works too
        real_2012 = ({('AL', 'FL'): 74310, ('AL', 'NH'): 39644, ('AL', 'OH'): 166273, ('AL', 'VA'): 149299}, 64, 429526)
        real_2008 = ({('TX', 'FL'): 236451, ('TX', 'IN'): 28392, ('TX', 'IA'): 146562, ('TX', 'NH'): 68293, ('TX', 'NC'): 14178, ('TX', 'OH'): 262225, ('TX', 'VA'): 194593, ('OK', 'VA'): 39935}, 97, 990629)
        election_sample = ps1.generate_election("600_results.txt")
        election_2016 = ps1.generate_election("2016_results.txt") 
        election_2012 = ps1.generate_election("2012_results.txt") 
        election_2008 = ps1.generate_election("2008_results.txt")

        lost_states_sample, ec_needed_sample = ps1.winner_states(election_sample), ps1.ec_votes_needed(election_sample)
        lost_states_2016, ec_needed_2016 = ps1.winner_states(election_2016), ps1.ec_votes_needed(election_2016)
        lost_states_2012, ec_needed_2012 = ps1.winner_states(election_2012), ps1.ec_votes_needed(election_2012)
        lost_states_2008, ec_needed_2008 = ps1.winner_states(election_2008), ps1.ec_votes_needed(election_2008)
        
        results_sample_dp = ps1.relocate_voters(copy.deepcopy(election_sample), copy.deepcopy(ps1.min_voters_move(copy.deepcopy(lost_states_sample), ec_needed_sample)))
        results_2016_dp = ps1.relocate_voters(copy.deepcopy(election_2016), copy.deepcopy(ps1.min_voters_move(copy.deepcopy(lost_states_2016), ec_needed_2016)))
        results_2012_dp = ps1.relocate_voters(copy.deepcopy(election_2012), copy.deepcopy(ps1.min_voters_move(copy.deepcopy(lost_states_2012), ec_needed_2012))) 
        results_2008_dp = ps1.relocate_voters(copy.deepcopy(election_2008), copy.deepcopy(ps1.min_voters_move(lost_states_2008, ec_needed_2008)))
        
        self.assertTrue(check_valid_mapping(election_sample, results_sample_dp, real_sample), "Your relocate_voters results did not give the correct result. For the sample election you got %s, \n one valid solution is %s." % (results_sample_dp, real_sample))
        self.assertTrue(check_valid_mapping(election_2016, results_2016_dp, real_2016), "Your relocate_voters results did not give the correct result. For the 2016 election you got %s, \n one valid solution is %s." % (results_2016_dp, real_2016))
        self.assertTrue(check_valid_mapping(election_2012, results_2012_dp, real_2012), "Your relocate_voters results did not give the correct result. For the 2012 election you got %s, \n one valid solution is %s." % (results_2012_dp, real_2012,))
        self.assertTrue(check_valid_mapping(election_2008, results_2008_dp, real_2008), "Your relocate_voters results did not give the correct result. For the 2008 election you got %s, \n one valid solution is %s." % (results_2008_dp, real_2008))
    def test_4_max_voters_move(self):
        real_sample = set([])
        real_2016 = set(['NE', 'WV', 'OK', 'KY', 'TN', 'AL', 'AR', 'MO', 'ND', 'IN', 'LA', 'KS', 'WY', 'SD', 'MS', 'UT', 'SC', 'OH', 'TX', 'ID', 'NC', 'MT', 'IA', 'GA', 'FL', 'AZ', 'AK'])
        real_2012 = set(['NY', 'MA', 'MD', 'DC', 'WA', 'HI', 'VT', 'NJ', 'CA', 'IL', 'CT', 'RI', 'OR', 'MI', 'MN', 'WI', 'NM', 'ME', 'PA', 'IA', 'DE', 'NV', 'CO'])
        real_2008 = set(['DC', 'VT', 'IL', 'NY', 'MA', 'MD', 'MI', 'CA', 'CT', 'WI', 'WA', 'HI', 'OR', 'RI', 'NJ', 'PA', 'NM', 'MN', 'DE', 'NV', 'ME', 'CO'])
        lost_sample = ps1.winner_states(ps1.generate_election("600_results.txt"))
        lost_2016 = ps1.winner_states(ps1.generate_election("2016_results.txt"))
        lost_2012 = ps1.winner_states(ps1.generate_election("2012_results.txt"))
        lost_2008 = ps1.winner_states(ps1.generate_election("2008_results.txt"))
        votes_reqd_2016 = ps1.ec_votes_needed(ps1.generate_election("2016_results.txt"))
        votes_reqd_2012 = ps1.ec_votes_needed(ps1.generate_election("2012_results.txt"))
        votes_reqd_2008 = ps1.ec_votes_needed(ps1.generate_election("2008_results.txt"))
        lost_votes_2016 = sum(state.get_ecvotes() for state in lost_2016)
        lost_votes_2012 = sum(state.get_ecvotes() for state in lost_2012)
        lost_votes_2008 = sum(state.get_ecvotes() for state in lost_2008)
        results_sample = set(state.get_name() for state in ps1.max_voters_move(lost_sample, 2))            
        results_2016 = [state.get_name() for state in ps1.max_voters_move(lost_2016,lost_votes_2016-votes_reqd_2016)]
        results_2012 = [state.get_name() for state in ps1.max_voters_move(lost_2012,lost_votes_2012-votes_reqd_2012)]
        results_2008 = [state.get_name() for state in ps1.max_voters_move(lost_2008,lost_votes_2008-votes_reqd_2008)]

        self.assertEqual(set(results_sample), real_sample, "For Sample Results: expected States %s, got %s." % (list(real_sample), list(results_sample)))        
        self.assertEqual(set(results_2016), real_2016, "For the 2016 election: expected States %s, got %s." % (list(real_2016), list(results_2016)))
        self.assertEqual(set(results_2012), real_2012, "For the 2012 election: expected States %s, got %s." % (list(real_2012), list(results_2012)))
        self.assertEqual(set(results_2008), real_2008, "For the 2008 election: expected States %s, got %s." % (list(real_2008), list(results_2008)))