def test_exists_many_with_large_predexp(self):
        '''
        Proper call to exists_many with predexp in policy.
        '''
        predexp = [
            as_predexp.integer_bin('account_id'),
            as_predexp.integer_value(4),
            as_predexp.integer_equal(),
            as_predexp.string_bin('user_name'),
            as_predexp.string_value('user3'),
            as_predexp.string_equal(),
            as_predexp.integer_var('list_val'),
            as_predexp.integer_value(12),
            as_predexp.integer_less(),
            as_predexp.list_bin('charges'),
            as_predexp.list_iterate_and('list_val'),
            as_predexp.predexp_or(3)
        ]

        matched_recs = []
        records = self.as_connection.exists_many(self.keys,
                                                 {'predexp': predexp})
        for rec in records:
            if rec[1] is not None:
                matched_recs.append(rec[1])

        assert len(matched_recs) == 3
Ejemplo n.º 2
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    def test_scan_apply_with_none_set_and_predexp(self):
        """
        Invoke scan_apply() with set argument as None
        It should invoke the function on all records in NS that match the predexp
        """
        predexp = [
            as_predexp.string_bin('name'),
            as_predexp.string_value('name2'),
            as_predexp.string_equal(),
            as_predexp.integer_bin('age'),
            as_predexp.integer_value(3),
            as_predexp.integer_unequal(),
            as_predexp.predexp_and(2)
        ]

        policy = {'timeout': 1000, 'predexp': predexp}
        scan_id = self.as_connection.scan_apply("test", None, "bin_lua",
                                                "mytransform", ['age', 2],
                                                policy)

        wait_for_job_completion(self.as_connection, scan_id)

        for i in range(5):
            key = ('test', 'demo', i)
            _, _, bins = self.as_connection.get(key)
            if bins['name'] == 'name2':
                assert bins['age'] == i + 2
            else:
                assert bins['age'] == i

        _, _, rec = self.as_connection.get(('test', None, 'no_set'))
        assert rec['age'] == 10
 def test_string_unequal(self):
     predexps = [
         predexp.string_bin('name'),
         predexp.string_value('Alice'),
         predexp.string_unequal()
     ]
     self.query.predexp(predexps)
     results = self.query.results()
     assert len(results) == 75
     assert_each_record_bins(results, lambda b: b['name'] != 'Alice')
 def test_string_regex(self):
     predexps = [
         predexp.string_bin('name'),
         predexp.string_value('.*O.*'),
         predexp.string_regex(aerospike.REGEX_ICASE)
     ]
     self.query.predexp(predexps)
     results = self.query.results()
     assert len(results) == 50
     assert_each_record_bins(results, lambda b: b['name'] in
                             ('Bob', 'John'))
 def test_string_regex(self):
     predexps = [
         predexp.string_bin('name'),
         predexp.string_value('.*O.*'),
         predexp.string_regex(aerospike.REGEX_ICASE)
     ]
     self.query.predexp(predexps)
     results = self.query.results()
     assert len(results) == 50
     assert_each_record_bins(
         results,
         lambda b: b['name'] in ('Bob', 'John'))
 def test_string_unequal(self):
     predexps = [
         predexp.string_bin('name'),
         predexp.string_value('Alice'),
         predexp.string_unequal()
     ]
     self.query.predexp(predexps)
     results = self.query.results()
     assert len(results) == 75
     assert_each_record_bins(
         results,
         lambda b: b['name'] != 'Alice')
Ejemplo n.º 7
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def main():
    # variables to connect to Aerospike
    host = '127.0.0.1'
    port = 3000
    namespace = 'ns2'
    set_name = 'example'

    # connect to Aerospike
    client = aerospike.client({'hosts': [(host, port)]}).connect()

    # variables to control which account and locations are corrected
    account_to_correct = '00007'
    incorrect_location = 5
    correct_location = 2

    # only update records that match on 'acct' AND 'loc'
    predicate_expressions = [
        predexp.integer_bin('loc'),
        predexp.integer_value(incorrect_location),
        predexp.integer_equal(),
        predexp.string_bin('acct'),
        predexp.string_value(account_to_correct),
        predexp.string_equal(),
        predexp.predexp_and(2)
    ]

    policy = {'predexp': predicate_expressions}

    # Do a standard scan with the predicate expressions and count the results.
    scan = client.scan(namespace, set_name)
    records = scan.results(policy)
    print("{} records found".format(len(records)))

    # Do a background scan, which runs server-side, to update the records that
    # match the predicate expression with the correct value for 'loc'.
    ops = [operations.write('loc', correct_location)]

    bgscan = client.scan(namespace, set_name)
    bgscan.add_ops(ops)
    scan_id = bgscan.execute_background(policy)
    print("Running background read/write scan. ID: {}".format(scan_id))

    # Wait for the background scan to complete.
    while True:
        response = client.job_info(scan_id, aerospike.JOB_SCAN)
        if response["status"] != aerospike.JOB_STATUS_INPROGRESS:
            break
        sleep(0.25)

    # Do a standard scan with the predicate expressions and count the results.
    scan = client.scan(namespace, set_name)
    records = scan.results(policy)
    print("{} records found".format(len(records)))
 def test_mapkey_iterate_and(self):
     predexps = [
         predexp.string_var('map_key'),
         predexp.string_value('Bob'),
         predexp.string_unequal(),
         predexp.map_bin('map'),
         predexp.mapkey_iterate_and('map_key')
     ]
     query = self.as_connection.query('test', 'demo3')
     query.predexp(predexps)
     results = query.results()
     assert len(results) == 1
     assert_each_record_bins(
         results, lambda b: all([key != 'Bob' for key in b['map']]))
 def test_list_or_str(self):
     predexps = [
         predexp.string_var('list_val'),
         predexp.string_value('Bob'),
         predexp.string_equal(),
         predexp.list_bin('slist'),
         predexp.list_iterate_or('list_val')
     ]
     query = self.as_connection.query('test', 'demo2')
     query.predexp(predexps)
     results = query.results()
     assert len(results) == 2
     assert_each_record_bins(
         results, lambda b: any([name == 'Bob' for name in b['slist']]))
Ejemplo n.º 10
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    def test_scan_apply_with_correct_policy_and_invalid_predexp(self):
        """
        Invoke scan_apply() with invalid predexp.
        """
        predexp = [
            as_predexp.string_bin('name'),
            as_predexp.string_value(4),
            as_predexp.string_equal(),
        ]

        policy = {'timeout': 1000, 'predexp': predexp}
        with pytest.raises(e.ParamError):
            scan_id = self.as_connection.scan_apply("test", None, "bin_lua",
                                                    "mytransform", ['age', 2],
                                                    policy)
 def test_mapkey_iterate_and(self):
     predexps = [
         predexp.string_var('map_key'),
         predexp.string_value('Bob'),
         predexp.string_unequal(),
         predexp.map_bin('map'),
         predexp.mapkey_iterate_and('map_key')
     ]
     query = self.as_connection.query('test', 'demo3')
     query.predexp(predexps)
     results = query.results()
     assert len(results) == 1
     assert_each_record_bins(
         results,
         lambda b: all([key != 'Bob' for key in b['map']]))
 def test_list_or_str(self):
     predexps = [
         predexp.string_var('list_val'),
         predexp.string_value('Bob'),
         predexp.string_equal(),
         predexp.list_bin('slist'),
         predexp.list_iterate_or('list_val')
     ]
     query = self.as_connection.query('test', 'demo2')
     query.predexp(predexps)
     results = query.results()
     assert len(results) == 2
     assert_each_record_bins(
         results,
         lambda b: any([name == 'Bob' for name in b['slist']]))
    def test_list_and_str(self):

        predexps = [
            predexp.string_var('list_val'),
            predexp.string_value('Bob'),
            predexp.string_unequal(),
            predexp.list_bin('slist'),
            predexp.list_iterate_and('list_val')
        ]
        # Only one friend list without Bob
        query = self.as_connection.query('test', 'demo2')
        query.predexp(predexps)
        results = query.results()
        assert len(results) == 1
        assert_each_record_bins(
            results, lambda b: all([name != 'Bob' for name in b['slist']]))
    def test_list_and_str(self):

        predexps = [
            predexp.string_var('list_val'),
            predexp.string_value('Bob'),
            predexp.string_unequal(),
            predexp.list_bin('slist'),
            predexp.list_iterate_and('list_val')
        ]
        # Only one friend list without Bob
        query = self.as_connection.query('test', 'demo2')
        query.predexp(predexps)
        results = query.results()
        assert len(results) == 1
        assert_each_record_bins(
            results,
            lambda b: all([name != 'Bob' for name in b['slist']]))
Ejemplo n.º 15
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    def test_query_apply_with_bad_new_predexp(self):
        """
        Invoke query_apply() with correct policy and predexp
        """

        predexp = [
            as_predexp.integer_bin('age'),
            as_predexp.string_value(2),
            as_predexp.integer_equal(),
            as_predexp.integer_bin('val'),
            as_predexp.integer_value(3),
            as_predexp.integer_equal(),
            as_predexp.predexp_or(2)
        ]

        policy = {'total_timeout': 0, 'predexp': predexp}
        with pytest.raises(e.ParamError):
            query_id = self.as_connection.query_apply(
                "test", "demo", self.age_range_pred, "query_apply",
                "mark_as_applied", ['name', 2], policy)
Ejemplo n.º 16
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    def test_scan_with_results_method_and_predexp(self):

        ns = 'test'
        st = 'demo'

        predexp = [
            as_predexp.string_bin('name'),
            as_predexp.string_value('name4'),
            as_predexp.string_equal(),
            as_predexp.predexp_not()
        ]

        scan_obj = self.as_connection.scan(ns, st)

        scan_obj.select(u'name', u'age')

        records = scan_obj.results({'predexp': predexp})
        # Only 19/20 records contain a bin called 'name' or 'age'
        # Depending on ldt support this could be record count -2 or minus 3
        assert 18 <= len(records) < self.record_count - 1
Ejemplo n.º 17
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    def test_scan_with_invalid_predexp_policy(self):

        ns = 'test'
        st = 'demo'

        records = []

        predexp = [
            as_predexp.string_bin('name'),
            as_predexp.string_value(2),
            as_predexp.string_equal(),
            as_predexp.predexp_not()
        ]

        def callback(input_tuple):
            _, _, bins = input_tuple
            records.append(bins)

        scan_obj = self.as_connection.scan(self.test_ns, self.test_set)

        with pytest.raises(e.ParamError):
            scan_obj.foreach(callback, {'timeout': 2000, 'predexp': predexp})
Ejemplo n.º 18
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    def test_scan_with_predexp_policy_no_set(self):

        ns = 'test'
        st = None

        records = []

        predexp = [
            as_predexp.string_bin('name'),
            as_predexp.string_value('name4'),
            as_predexp.string_equal(),
            as_predexp.predexp_not()
        ]

        def callback(input_tuple):
            _, _, bins = input_tuple
            records.append(bins)

        scan_obj = self.as_connection.scan(self.test_ns, self.test_set)

        scan_obj.foreach(callback, {'timeout': 2000, 'predexp': predexp})

        assert len(records) == self.record_count - 1
class TestPredEveryWhere(object):
    @pytest.fixture(autouse=True)
    def setup(self, request, as_connection):
        """
        Setup Method
        """
        self.keys = []
        self.test_data = [{
            'account_id': j,
            'user_name': 'user' + str(j),
            'acct_balance': j * 10,
            'charges': [j + 5, j + 10],
            'meta': {
                'date': '11/4/2019'
            }
        } for j in range(1, 5)]
        self.test_data.append({'string_list': ['s1', 's2', 's3', 's4']})
        self.test_data.append(
            {'map_bin': {
                'k1': 1,
                'k2': 2,
                'k3': 3,
                'k4': 4
            }})

        georec = {
            'id': 1,
            'point': geo_point,
            'region': geo_circle,
            'geolist': [geo_point]
        }

        self.test_data.append(georec)
        self.test_data_bin = 'test_data'
        self.keys = [('test', 'pred_evry', i + 1)
                     for i, _ in enumerate(self.test_data)]
        # print('self keys is: ', self.keys)

        for key, data in zip(self.keys, self.test_data):
            self.as_connection.put(key, data)

        # cleanup
        yield

        for key in self.keys:
            try:
                self.as_connection.remove(key)
            except e.AerospikeError:
                pass

    @pytest.mark.parametrize(
        "ops, predexp, expected_bins, expected_res, key_num",
        [
            (  # test integer equal
                [operations.increment("account_id", 1)], [
                    as_predexp.integer_bin('account_id'),
                    as_predexp.integer_value(3),
                    as_predexp.integer_equal()
                ], {
                    'account_id': 4,
                    'user_name': 'user3',
                    'acct_balance': 30,
                    'charges': [8, 13],
                    'meta': {
                        'date': '11/4/2019'
                    }
                }, {}, 3),
            (  # test string equal
                [operations.increment("account_id", 1)], [
                    as_predexp.string_bin('user_name'),
                    as_predexp.string_value('user3'),
                    as_predexp.string_equal()
                ], {
                    'account_id': 4,
                    'user_name': 'user3',
                    'acct_balance': 30,
                    'charges': [8, 13],
                    'meta': {
                        'date': '11/4/2019'
                    }
                }, {}, 3),
            (  # test and
                [
                    list_operations.list_remove_by_index_range(
                        'charges', 0, 3, aerospike.LIST_RETURN_COUNT),
                    operations.increment("acct_balance", -23)
                ], [
                    as_predexp.integer_bin('acct_balance'),
                    as_predexp.integer_value(10),
                    as_predexp.integer_greatereq(),
                    as_predexp.integer_bin('acct_balance'),
                    as_predexp.integer_value(50),
                    as_predexp.integer_lesseq(),
                    as_predexp.predexp_and(2)
                ], {
                    'account_id': 4,
                    'user_name': 'user4',
                    'acct_balance': 17,
                    'charges': [],
                    'meta': {
                        'date': '11/4/2019'
                    }
                }, {
                    'charges': [0, 1]
                }, 4),
            (  # test or
                [map_operations.map_put('meta', 'lupdated', 'now')], [
                    as_predexp.string_bin('user_name'),
                    as_predexp.string_value('user2'),
                    as_predexp.string_equal(),
                    as_predexp.integer_bin('acct_balance'),
                    as_predexp.integer_value(50),
                    as_predexp.integer_greatereq(),
                    as_predexp.predexp_or(2)
                ], {
                    'account_id': 2,
                    'user_name': 'user2',
                    'acct_balance': 20,
                    'charges': [7, 12],
                    'meta': {
                        'date': '11/4/2019',
                        'lupdated': 'now'
                    }
                }, {
                    'meta': 2
                }, 2),
            (  # test integer greater
                [map_operations.map_clear('meta')], [
                    as_predexp.integer_bin('account_id'),
                    as_predexp.integer_value(2),
                    as_predexp.integer_greater()
                ], {
                    'account_id': 3,
                    'user_name': 'user3',
                    'acct_balance': 30,
                    'charges': [8, 13],
                    'meta': {}
                }, {
                    'meta': None
                }, 3),
            (  # test integer greatereq
                [map_operations.map_clear('meta')], [
                    as_predexp.integer_bin('account_id'),
                    as_predexp.integer_value(2),
                    as_predexp.integer_greatereq()
                ], {
                    'account_id': 3,
                    'user_name': 'user3',
                    'acct_balance': 30,
                    'charges': [8, 13],
                    'meta': {}
                }, {
                    'meta': None
                }, 3),
            (  # test integer less
                [list_operations.list_clear('charges')], [
                    as_predexp.integer_bin('account_id'),
                    as_predexp.integer_value(5),
                    as_predexp.integer_less()
                ], {
                    'account_id': 4,
                    'user_name': 'user4',
                    'acct_balance': 40,
                    'charges': [],
                    'meta': {
                        'date': '11/4/2019'
                    }
                }, {}, 4),
            (  # test integer lesseq
                [list_operations.list_clear('charges')], [
                    as_predexp.integer_bin('account_id'),
                    as_predexp.integer_value(4),
                    as_predexp.integer_lesseq()
                ], {
                    'account_id': 4,
                    'user_name': 'user4',
                    'acct_balance': 40,
                    'charges': [],
                    'meta': {
                        'date': '11/4/2019'
                    }
                }, {}, 4),
            (  # test string unequal
                [list_operations.list_append('charges', 2)], [
                    as_predexp.string_bin('user_name'),
                    as_predexp.string_value('user2'),
                    as_predexp.string_unequal()
                ], {
                    'account_id': 4,
                    'user_name': 'user4',
                    'acct_balance': 40,
                    'charges': [9, 14, 2],
                    'meta': {
                        'date': '11/4/2019'
                    }
                }, {
                    'charges': 3
                }, 4),
            (  # test not
                [list_operations.list_append('charges', 2)], [
                    as_predexp.string_bin('user_name'),
                    as_predexp.string_value('user4'),
                    as_predexp.string_unequal(),
                    as_predexp.predexp_not()
                ], {
                    'account_id': 4,
                    'user_name': 'user4',
                    'acct_balance': 40,
                    'charges': [9, 14, 2],
                    'meta': {
                        'date': '11/4/2019'
                    }
                }, {
                    'charges': 3
                }, 4),
            (  # test string regex
                [list_operations.list_append('charges', 2)], [
                    as_predexp.string_bin('user_name'),
                    as_predexp.string_value('.*4.*'),
                    as_predexp.string_regex(aerospike.REGEX_ICASE)
                ], {
                    'account_id': 4,
                    'user_name': 'user4',
                    'acct_balance': 40,
                    'charges': [9, 14, 2],
                    'meta': {
                        'date': '11/4/2019'
                    }
                }, {
                    'charges': 3
                }, 4),
            (  # test list or int
                [list_operations.list_append('charges', 2)], [
                    as_predexp.integer_var('list_val'),
                    as_predexp.integer_value(14),
                    as_predexp.integer_equal(),
                    as_predexp.list_bin('charges'),
                    as_predexp.list_iterate_or('list_val')
                ], {
                    'account_id': 4,
                    'user_name': 'user4',
                    'acct_balance': 40,
                    'charges': [9, 14, 2],
                    'meta': {
                        'date': '11/4/2019'
                    }
                }, {
                    'charges': 3
                }, 4),
            (  # test list and int
                [list_operations.list_append('charges', 2)], [
                    as_predexp.integer_var('list_val'),
                    as_predexp.integer_value(120),
                    as_predexp.integer_less(),
                    as_predexp.list_bin('charges'),
                    as_predexp.list_iterate_or('list_val')
                ], {
                    'account_id': 4,
                    'user_name': 'user4',
                    'acct_balance': 40,
                    'charges': [9, 14, 2],
                    'meta': {
                        'date': '11/4/2019'
                    }
                }, {
                    'charges': 3
                }, 4),
            (  # test list or str
                [list_operations.list_append('string_list', 's5')], [
                    as_predexp.string_var('list_val'),
                    as_predexp.string_value('s2'),
                    as_predexp.string_equal(),
                    as_predexp.list_bin('string_list'),
                    as_predexp.list_iterate_or('list_val')
                ], {
                    'string_list': ['s1', 's2', 's3', 's4', 's5']
                }, {
                    'string_list': 5
                }, 5),
            (  # test list and str
                [
                    list_operations.list_remove_by_index_range(
                        'string_list', 0, aerospike.LIST_RETURN_VALUE, 2)
                ], [
                    as_predexp.string_var('list_val'),
                    as_predexp.string_value('.*s.*'),
                    as_predexp.string_regex(aerospike.REGEX_ICASE),
                    as_predexp.list_bin('string_list'),
                    as_predexp.list_iterate_and('list_val')
                ], {
                    'string_list': ['s3', 's4']
                }, {
                    'string_list': ['s1', 's2']
                }, 5),
            (  # test map_key_iterate_or
                [map_operations.map_put('map_bin', 'k5', 5)], [
                    as_predexp.string_var('map_key'),
                    as_predexp.string_value('k3'),
                    as_predexp.string_equal(),
                    as_predexp.map_bin('map_bin'),
                    as_predexp.mapkey_iterate_or('map_key')
                ], {
                    'map_bin': {
                        'k1': 1,
                        'k2': 2,
                        'k3': 3,
                        'k4': 4,
                        'k5': 5
                    }
                }, {
                    'map_bin': 5
                }, 6),
            (  # test map_key_iterate_and
                [map_operations.map_put('map_bin', 'k5', 5)], [
                    as_predexp.string_var('map_key'),
                    as_predexp.string_value('k7'),
                    as_predexp.string_unequal(),
                    as_predexp.map_bin('map_bin'),
                    as_predexp.mapkey_iterate_and('map_key')
                ], {
                    'map_bin': {
                        'k1': 1,
                        'k2': 2,
                        'k3': 3,
                        'k4': 4,
                        'k5': 5
                    }
                }, {
                    'map_bin': 5
                }, 6),
            (  # test mapkey_iterate_and
                [map_operations.map_put('map_bin', 'k5', 5)], [
                    as_predexp.string_var('map_key'),
                    as_predexp.string_value('k7'),
                    as_predexp.string_unequal(),
                    as_predexp.map_bin('map_bin'),
                    as_predexp.mapkey_iterate_and('map_key')
                ], {
                    'map_bin': {
                        'k1': 1,
                        'k2': 2,
                        'k3': 3,
                        'k4': 4,
                        'k5': 5
                    }
                }, {
                    'map_bin': 5
                }, 6),
            (  # test mapval_iterate_and
                [map_operations.map_put('map_bin', 'k5', 5)], [
                    as_predexp.integer_var('map_val'),
                    as_predexp.integer_value(7),
                    as_predexp.integer_unequal(),
                    as_predexp.map_bin('map_bin'),
                    as_predexp.mapval_iterate_and('map_val')
                ], {
                    'map_bin': {
                        'k1': 1,
                        'k2': 2,
                        'k3': 3,
                        'k4': 4,
                        'k5': 5
                    }
                }, {
                    'map_bin': 5
                }, 6),
            (  # test mapval_iterate_or
                [
                    map_operations.map_get_by_key('map_bin', 'k1',
                                                  aerospike.MAP_RETURN_VALUE)
                ], [
                    as_predexp.integer_var('map_val'),
                    as_predexp.integer_value(3),
                    as_predexp.integer_less(),
                    as_predexp.map_bin('map_bin'),
                    as_predexp.mapval_iterate_or('map_val')
                ], {
                    'map_bin': {
                        'k1': 1,
                        'k2': 2,
                        'k3': 3,
                        'k4': 4
                    }
                }, {
                    'map_bin': 1
                }, 6)
        ])
    def test_predexp_key_operate(self, ops, predexp, expected_bins,
                                 expected_res, key_num):
        """
        Invoke the C client aerospike_key_operate with predexp.
        """
        key = ('test', 'pred_evry', key_num)

        _, _, res = self.as_connection.operate(key,
                                               ops,
                                               policy={'predexp': predexp})
        assert res == expected_res

        _, _, bins = self.as_connection.get(key)
        assert bins == expected_bins

    @pytest.mark.parametrize(
        "ops, predexp, expected_bins, expected_res, key_num",
        [(  # test mapval_iterate_or
            [
                map_operations.map_put_items('map_bin', {
                    'k5': 5,
                    'k6': 6
                }),
                map_operations.map_get_by_key('map_bin', 'k1',
                                              aerospike.MAP_RETURN_VALUE)
            ], [
                as_predexp.integer_var('map_val'),
                as_predexp.integer_value(3),
                as_predexp.integer_less(),
                as_predexp.map_bin('map_bin'),
                as_predexp.mapval_iterate_or('map_val')
            ], {
                'map_bin': {
                    'k1': 1,
                    'k2': 2,
                    'k3': 3,
                    'k4': 4,
                    'k5': 5,
                    'k6': 6
                }
            }, [('map_bin', 6), ('map_bin', 1)], 6)])
    def test_predexp_key_operate_ordered(self, ops, predexp, expected_bins,
                                         expected_res, key_num):
        """
        Invoke the C client aerospike_key_operate with predexp using operate_ordered.
        """
        key = ('test', 'pred_evry', key_num)

        _, _, res = self.as_connection.operate_ordered(
            key, ops, policy={'predexp': predexp})
        assert res == expected_res

        _, _, bins = self.as_connection.get(key)
        assert bins == expected_bins

    @pytest.mark.parametrize(
        "ops, predexp, expected, key_num",
        [(  # test mapval_iterate_or
            [
                map_operations.map_get_by_key('map_bin', 'k1',
                                              aerospike.MAP_RETURN_VALUE)
            ], [
                as_predexp.integer_var('map_val'),
                as_predexp.integer_value(3),
                as_predexp.integer_less(),
                as_predexp.map_bin('map_bin'),
                as_predexp.mapval_iterate_or('map_val'),
                as_predexp.predexp_not()
            ], e.FilteredOut, 6)])
    def test_predexp_key_operate_ordered_negative(self, ops, predexp, expected,
                                                  key_num):
        """
        Invoke the C client aerospike_key_operate with predexp using operate_ordered with expected failures.
        """
        key = ('test', 'pred_evry', key_num)

        with pytest.raises(expected):
            _, _, res = self.as_connection.operate_ordered(
                key, ops, policy={'predexp': predexp})

    @pytest.mark.parametrize(
        "ops, predexp, key_num, bin",
        [
            (  # test geojson_within
                [operations.increment('id', 1)], [
                    as_predexp.geojson_bin('point'),
                    as_predexp.geojson_value(geo_circle.dumps()),
                    as_predexp.geojson_within()
                ], 7, 'point'),
            (  # test geojson_contains
                [operations.increment('id', 1)], [
                    as_predexp.geojson_bin('region'),
                    as_predexp.geojson_value(geo_point.dumps()),
                    as_predexp.geojson_contains()
                ], 7, 'point'),
        ])
    def test_predexp_key_operate_geojson(self, ops, predexp, key_num, bin):
        """
        Invoke the C client aerospike_key_operate with predexp.
        """
        key = ('test', 'pred_evry', key_num)

        _, _, _ = self.as_connection.operate(key,
                                             ops,
                                             policy={'predexp': predexp})

        _, _, bins = self.as_connection.get(key)
        assert bins['id'] == 2

    # NOTE: may fail due to clock skew
    def test_predexp_key_operate_record_last_updated(self):
        """
        Invoke the C client aerospike_key_operate with a record_last_updated predexp.
        """

        for i in range(5):
            key = 'test', 'pred_lut', i
            self.as_connection.put(key, {'time': 'earlier'})

        cutoff_nanos = (10**9) * int(time.time() + 2)
        time.sleep(5)

        for i in range(5, 10):
            key = 'test', 'pred_lut', i
            self.as_connection.put(key, {'time': 'later'})

        results = []

        predexp = [
            as_predexp.rec_last_update(),
            as_predexp.integer_value(cutoff_nanos),
            as_predexp.integer_less()
        ]

        ops = [operations.read('time')]

        for i in range(10):
            try:
                key = 'test', 'pred_lut', i
                _, _, res = self.as_connection.operate(
                    key, ops, policy={'predexp': predexp})
                results.append(res)
            except:
                pass
            self.as_connection.remove(key)

        assert len(results) == 5
        for res in results:
            assert res['time'] == 'earlier'

    # NOTE: may fail due to clock skew
    def test_predexp_key_operate_record_void_time(self):
        """
        Invoke the C client aerospike_key_operate with a rec_void_time predexp.
        """

        for i in range(5):
            key = 'test', 'pred_ttl', i
            self.as_connection.put(key, {'time': 'earlier'}, meta={'ttl': 100})

        # 150 second range for record TTLs should be enough, we are storing with
        # Current time + 100s and current time +5000s, so only one of the group should be found
        void_time_range_start = (10**9) * int(time.time() + 50)
        void_time_range_end = (10**9) * int(time.time() + 150)

        for i in range(5, 10):
            key = 'test', 'pred_ttl', i
            self.as_connection.put(key, {'time': 'later'}, meta={'ttl': 1000})

        results = []

        predexp = [
            as_predexp.rec_void_time(),
            as_predexp.integer_value(void_time_range_start),
            as_predexp.integer_greater(),
            as_predexp.rec_void_time(),
            as_predexp.integer_value(void_time_range_end),
            as_predexp.integer_less(),
            as_predexp.predexp_and(2)
        ]

        ops = [operations.read('time')]

        for i in range(10):
            try:
                key = 'test', 'pred_ttl', i
                _, _, res = self.as_connection.operate(
                    key, ops, policy={'predexp': predexp})
                results.append(res)
            except:
                pass
            self.as_connection.remove(key)

        assert len(results) == 5
        for res in results:
            assert res['time'] == 'earlier'

    def test_predexp_key_operate_record_digest_modulo(self):
        """
        Invoke the C client aerospike_key_operate with a rec_digest_modulo predexp.
        """

        less_than_128 = 0
        for i in range(100):
            key = 'test', 'demo', i
            if aerospike.calc_digest(*key)[-1] < 128:
                less_than_128 += 1
            self.as_connection.put(key, {'dig_id': i})

        results = []

        predexp = [
            as_predexp.rec_digest_modulo(256),
            as_predexp.integer_value(128),
            as_predexp.integer_less()
        ]

        ops = [operations.read('dig_id')]

        for i in range(100):
            try:
                key = 'test', 'demo', i
                _, _, res = self.as_connection.operate(
                    key, ops, policy={'predexp': predexp})
                results.append(res)
            except:
                pass
            self.as_connection.remove(key)

        assert len(results) == less_than_128

    @pytest.mark.parametrize(
        "ops, predexp, expected, key_num",
        [
            (  # filtered out
                [operations.increment("account_id", 1)], [
                    as_predexp.integer_bin('account_id'),
                    as_predexp.integer_value(5),
                    as_predexp.integer_equal()
                ], e.FilteredOut, 3),
            (  # incorrect bin type
                [
                    list_operations.list_remove_by_index_range(
                        'charges', 0, 3, aerospike.LIST_RETURN_COUNT),
                    operations.increment("acct_balance", -23)
                ],
                [
                    as_predexp.integer_bin('acct_balance'),
                    as_predexp.string_value(10),  #incorrect bin type
                    as_predexp.integer_greatereq(),
                    as_predexp.integer_bin('acct_balance'),
                    as_predexp.integer_value(50),
                    as_predexp.integer_lesseq(),
                    as_predexp.predexp_and(2)
                ],
                e.ParamError,
                4),
            (  # filtered out
                [map_operations.map_put('meta', 'lupdated', 'now')], [
                    as_predexp.string_bin('user_name'),
                    as_predexp.string_value('user2'),
                    as_predexp.string_equal(),
                    as_predexp.integer_bin('acct_balance'),
                    as_predexp.integer_value(50),
                    as_predexp.integer_greatereq(),
                    as_predexp.predexp_or(2),
                    as_predexp.predexp_not()
                ], e.FilteredOut, 2),
            (  # empty predexp list
                [map_operations.map_put('meta', 'lupdated', 'now')
                 ], [], e.InvalidRequest, 2),
            (  # predexp not in list
                [map_operations.map_put('meta', 'lupdated', 'now')
                 ], 'bad predexp', e.ParamError, 2),
        ])
    def test_predexp_key_operate_negative(self, ops, predexp, expected,
                                          key_num):
        """
        Invoke the C client aerospike_key_operate with predexp. Expecting failures.
        """
        key = ('test', 'pred_evry', key_num)

        with pytest.raises(expected):
            self.as_connection.operate(key, ops, policy={'predexp': predexp})

    @pytest.mark.parametrize("predexp, rec_place, rec_bin, expected",
                             [([
                                 as_predexp.integer_bin('account_id'),
                                 as_predexp.integer_value(2),
                                 as_predexp.integer_equal()
                             ], 1, 'account_id', 2),
                              ([
                                  as_predexp.string_bin('user_name'),
                                  as_predexp.string_value('user2'),
                                  as_predexp.string_equal(),
                              ], 1, 'account_id', 2),
                              ([
                                  as_predexp.string_bin('user_name'),
                                  as_predexp.string_value('user2'),
                                  as_predexp.string_equal(),
                                  as_predexp.integer_bin('acct_balance'),
                                  as_predexp.integer_value(30),
                                  as_predexp.integer_greatereq(),
                                  as_predexp.predexp_or(2)
                              ], 2, 'account_id', 3)])
    def test_pos_get_many_with_predexp(self, predexp, rec_place, rec_bin,
                                       expected):
        '''
        Proper call to get_many with predexp in policy
        '''
        records = self.as_connection.get_many(self.keys, {'predexp': predexp})

        #assert isinstance(records, list)
        # assert records[2][2]['age'] == 2
        assert records[rec_place][2][rec_bin] == expected

    def test_pos_get_many_with_large_predexp(self):
        '''
        Proper call to get_many with predexp in policy.
        '''
        predexp = [
            as_predexp.integer_bin('account_id'),
            as_predexp.integer_value(4),
            as_predexp.integer_equal(),
            as_predexp.string_bin('user_name'),
            as_predexp.string_value('user3'),
            as_predexp.string_equal(),
            as_predexp.integer_var('list_val'),
            as_predexp.integer_value(12),
            as_predexp.integer_less(),
            as_predexp.list_bin('charges'),
            as_predexp.list_iterate_and('list_val'),
            as_predexp.predexp_or(3)
        ]

        matched_recs = []
        records = self.as_connection.get_many(self.keys, {'predexp': predexp})
        for rec in records:
            if rec[2] is not None:
                matched_recs.append(rec[2])

        assert len(matched_recs) == 3
        for rec in matched_recs:
            assert rec['account_id'] == 1 or rec['account_id'] == 3 or rec[
                'account_id'] == 4

    def test_pos_select_many_with_large_predexp(self):
        '''
        Proper call to select_many with predexp in policy.
        '''
        predexp = [
            as_predexp.integer_bin('account_id'),
            as_predexp.integer_value(4),
            as_predexp.integer_equal(),
            as_predexp.string_bin('user_name'),
            as_predexp.string_value('user3'),
            as_predexp.string_equal(),
            as_predexp.integer_var('list_val'),
            as_predexp.integer_value(12),
            as_predexp.integer_less(),
            as_predexp.list_bin('charges'),
            as_predexp.list_iterate_and('list_val'),
            as_predexp.predexp_or(3)
        ]

        matched_recs = []
        records = self.as_connection.select_many(self.keys, ['account_id'],
                                                 {'predexp': predexp})
        for rec in records:
            if rec[2] is not None:
                matched_recs.append(rec[2])

        assert len(matched_recs) == 3
        for rec in matched_recs:
            assert rec['account_id'] == 1 or rec['account_id'] == 3 or rec[
                'account_id'] == 4

    def test_pos_remove_with_predexp(self):
        '''
        Call remove with predexp in policy.
        '''
        predexp = [
            as_predexp.integer_bin('account_id'),
            as_predexp.integer_value(1),
            as_predexp.integer_equal()
        ]
        records = self.as_connection.remove(self.keys[0])

        rec = self.as_connection.exists(self.keys[0])
        assert rec[1] is None

    def test_remove_with_predexp_filtered_out(self):
        '''
        Call remove with predexp in policy with expected failure.
        '''
        predexp = [
            as_predexp.integer_bin('account_id'),
            as_predexp.integer_value(3),
            as_predexp.integer_equal()
        ]
        with pytest.raises(e.FilteredOut):
            self.as_connection.remove(self.keys[0],
                                      policy={'predexp': predexp})

    def test_remove_bin_with_predexp(self):
        '''
        Call remove_bin with predexp in policy.
        '''
        predexp = [
            as_predexp.integer_bin('account_id'),
            as_predexp.integer_value(1),
            as_predexp.integer_equal()
        ]
        self.as_connection.remove_bin(self.keys[0],
                                      ['account_id', 'user_name'],
                                      policy={'predexp': predexp})

        rec = self.as_connection.get(self.keys[0])
        assert rec[2].get('account_id') is None and rec[2].get(
            'user_name') is None

    def test_remove_bin_with_predexp_filtered_out(self):
        '''
        Call remove_bin with predexp in policy with expected failure.
        '''
        predexp = [
            as_predexp.integer_bin('account_id'),
            as_predexp.integer_value(4),
            as_predexp.integer_equal()
        ]
        with pytest.raises(e.FilteredOut):
            self.as_connection.remove_bin(self.keys[0],
                                          ['account_id', 'user_name'],
                                          policy={'predexp': predexp})

    def test_put_with_predexp(self):
        '''
        Call put with predexp in policy.
        '''
        predexp = [
            as_predexp.integer_bin('account_id'),
            as_predexp.integer_value(1),
            as_predexp.integer_equal()
        ]
        self.as_connection.put(self.keys[0], {'newkey': 'newval'},
                               policy={'predexp': predexp})

        rec = self.as_connection.get(self.keys[0])
        assert rec[2]['newkey'] == 'newval'

    def test_put_new_record_with_predexp(self):  # should this fail?
        '''
        Call put a new record with predexp in policy.
        '''
        predexp = [
            as_predexp.integer_bin('account_id'),
            as_predexp.integer_value(1),
            as_predexp.integer_equal()
        ]
        key = ("test", "demo", 10)
        self.as_connection.put(key, {'newkey': 'newval'},
                               policy={'predexp': predexp})

        rec = self.as_connection.get(key)
        self.as_connection.remove(key)
        assert rec[2]['newkey'] == 'newval'

    def test_put_with_predexp_filtered_out(self):
        '''
        Call put with predexp in policy with expected failure.
        '''
        predexp = [
            as_predexp.integer_bin('account_id'),
            as_predexp.integer_value(4),
            as_predexp.integer_equal()
        ]
        with pytest.raises(e.FilteredOut):
            self.as_connection.put(self.keys[0], {'newkey': 'newval'},
                                   policy={'predexp': predexp})

    def test_get_with_predexp(self):
        '''
        Call to get with predexp in policy.
        '''
        predexp = [
            as_predexp.integer_bin('account_id'),
            as_predexp.integer_value(1),
            as_predexp.integer_equal()
        ]
        record = self.as_connection.get(self.keys[0], {'predexp': predexp})

        assert record[2]['account_id'] == 1

    def test_get_with_predexp_filtered_out(self):
        '''
        Call to get with predexp in policy with expected failures.
        '''
        predexp = [
            as_predexp.integer_bin('account_id'),
            as_predexp.integer_value(3),
            as_predexp.integer_equal()
        ]
        with pytest.raises(e.FilteredOut):
            self.as_connection.get(self.keys[0], {'predexp': predexp})

    def test_select_with_predexp(self):
        '''
        Call to select with predexp in policy.
        '''
        predexp = [
            as_predexp.integer_bin('acct_balance'),
            as_predexp.integer_value(20),
            as_predexp.integer_equal(),
            as_predexp.integer_var('charge'),
            as_predexp.integer_value(20),
            as_predexp.integer_less(),
            as_predexp.list_bin('charges'),
            as_predexp.list_iterate_and('charge'),
            as_predexp.predexp_and(2)
        ]

        result = self.as_connection.select(self.keys[1],
                                           ['account_id', 'acct_balance'],
                                           {'predexp': predexp})
        assert result[2]['account_id'] == 2 and result[2]['acct_balance'] == 20

    def test_select_with_predexp_filtered_out(self):
        '''
        Call to select with predexp in policy with expected failures.
        '''
        predexp = [
            as_predexp.integer_bin('acct_balance'),
            as_predexp.integer_value(20),
            as_predexp.integer_equal(),
            as_predexp.integer_var('charge'),
            as_predexp.integer_value(
                10),  # charge should trigger a filtered_out
            as_predexp.integer_less(),
            as_predexp.list_bin('charges'),
            as_predexp.list_iterate_and('charge'),
            as_predexp.predexp_and(2)
        ]

        with pytest.raises(e.FilteredOut):
            self.as_connection.select(self.keys[1],
                                      ['account_id', 'acct_balance'],
                                      {'predexp': predexp})

    def test_exists_many_with_large_predexp(self):
        '''
        Proper call to exists_many with predexp in policy.
        '''
        predexp = [
            as_predexp.integer_bin('account_id'),
            as_predexp.integer_value(4),
            as_predexp.integer_equal(),
            as_predexp.string_bin('user_name'),
            as_predexp.string_value('user3'),
            as_predexp.string_equal(),
            as_predexp.integer_var('list_val'),
            as_predexp.integer_value(12),
            as_predexp.integer_less(),
            as_predexp.list_bin('charges'),
            as_predexp.list_iterate_and('list_val'),
            as_predexp.predexp_or(3)
        ]

        matched_recs = []
        records = self.as_connection.exists_many(self.keys,
                                                 {'predexp': predexp})
        for rec in records:
            if rec[1] is not None:
                matched_recs.append(rec[1])

        assert len(matched_recs) == 3