def test_event_map_no_key_map_all(self):
"""Test Event.map() with no field key - it will map everything"""
result = Event.map(self._get_event_series())
self.assertEqual(set(result),
set({'in': [2, 4, 6, 8],
'name': ['source1', 'source1', 'source1', 'source1'],
'out': [11, 13, 15, 18]}))
def test_event_map_multi_key(self):
"""Test Event.map() with multiple field keys."""
result = Event.map(self._get_event_series(), ['in', 'out'])
self.assertEqual(set(result),
set({
'out': [11, 13, 15, 18],
'in': [2, 4, 6, 8]
}))
def test_event_map_function_arg_and_reduce(self): # pylint: disable=invalid-name
"""Test Event.map() with a custom function and Event.reduce()"""
def map_sum(event): # pylint: disable=missing-docstring
# return 'sum', event.get('in') + event.get('out')
return dict(sum=event.get('in') + event.get('out'))
result = Event.map(self._get_event_series(), map_sum)
self.assertEqual(set(result), set({'sum': [13, 17, 21, 26]}))
res = Event.reduce(result, Functions.avg())
self.assertEqual(set(res), set({'sum': 19.25}))
def test_event_map_no_key_map_all(self):
"""Test Event.map() with no field key - it will map everything"""
result = Event.map(self._get_event_series())
self.assertEqual(
set(result),
set({
'in': [2, 4, 6, 8],
'name': ['source1', 'source1', 'source1', 'source1'],
'out': [11, 13, 15, 18]
}))
def test_event_map_function_arg_and_reduce(self): # pylint: disable=invalid-name
"""Test Event.map() with a custom function and Event.reduce()"""
def map_sum(event): # pylint: disable=missing-docstring
# return 'sum', event.get('in') + event.get('out')
return dict(sum=event.get('in') + event.get('out'))
result = Event.map(self._get_event_series(), map_sum)
self.assertEqual(set(result), set({'sum': [13, 17, 21, 26]}))
res = Event.reduce(result, Functions.avg())
self.assertEqual(set(res), set({'sum': 19.25}))
def test_event_map_multi_key(self):
"""Test Event.map() with multiple field keys."""
result = Event.map(self._get_event_series(), ['in', 'out'])
self.assertEqual(set(result), set({'out': [11, 13, 15, 18], 'in': [2, 4, 6, 8]}))
def test_event_map_single_key(self):
"""Test Event.map() with single field key"""
result = Event.map(self._get_event_series(), 'in')
self.assertEqual(set(result), set({'in': [2, 4, 6, 8]}))
def test_event_map_single_key(self):
"""Test Event.map() with single field key"""
result = Event.map(self._get_event_series(), 'in')
self.assertEqual(set(result), set({'in': [2, 4, 6, 8]}))