def setup_method(self):
"""Prepare storages with test data."""
split_storage = InMemorySplitStorage()
segment_storage = InMemorySegmentStorage()
split_fn = os.path.join(os.path.dirname(__file__), 'files', 'splitChanges.json')
with open(split_fn, 'r') as flo:
data = json.loads(flo.read())
for split in data['splits']:
split_storage.put(splits.from_raw(split))
segment_fn = os.path.join(os.path.dirname(__file__), 'files', 'segmentEmployeesChanges.json')
with open(segment_fn, 'r') as flo:
data = json.loads(flo.read())
segment_storage.put(segments.from_raw(data))
segment_fn = os.path.join(os.path.dirname(__file__), 'files', 'segmentHumanBeignsChanges.json')
with open(segment_fn, 'r') as flo:
data = json.loads(flo.read())
segment_storage.put(segments.from_raw(data))
storages = {
'splits': split_storage,
'segments': segment_storage,
'impressions': InMemoryImpressionStorage(5000),
'events': InMemoryEventStorage(5000),
'telemetry': InMemoryTelemetryStorage()
}
impmanager = ImpressionsManager(ImpressionsMode.OPTIMIZED, True)
recorder = StandardRecorder(impmanager, storages['telemetry'], storages['events'],
storages['impressions'])
self.factory = SplitFactory('some_api_key', storages, True, recorder) # pylint:disable=attribute-defined-outside-init
def setup_method(self):
"""Prepare storages with test data."""
split_storage = InMemorySplitStorage()
segment_storage = InMemorySegmentStorage()
split_fn = os.path.join(os.path.dirname(__file__), 'files',
'splitChanges.json')
with open(split_fn, 'r') as flo:
data = json.loads(flo.read())
for split in data['splits']:
split_storage.put(splits.from_raw(split))
segment_fn = os.path.join(os.path.dirname(__file__), 'files',
'segmentEmployeesChanges.json')
with open(segment_fn, 'r') as flo:
data = json.loads(flo.read())
segment_storage.put(segments.from_raw(data))
segment_fn = os.path.join(os.path.dirname(__file__), 'files',
'segmentHumanBeignsChanges.json')
with open(segment_fn, 'r') as flo:
data = json.loads(flo.read())
segment_storage.put(segments.from_raw(data))
self.factory = SplitFactory(
{ #pylint:disable=attribute-defined-outside-init
'splits': split_storage,
'segments': segment_storage,
'impressions': InMemoryImpressionStorage(5000),
'events': InMemoryEventStorage(5000),
'telemetry': InMemoryTelemetryStorage()
},
True)
def test_queue_full_hook_properties(self, mocker):
"""Test queue_full_hook is executed when the queue is full regarding properties."""
storage = InMemoryEventStorage(200)
queue_full_hook = mocker.Mock()
storage.set_queue_full_hook(queue_full_hook)
events = [EventWrapper(event=Event('key%d' % i, 'user', 'purchase', 12.5, 1, None), size=32768) for i in range(160)]
storage.put(events)
assert queue_full_hook.mock_calls == [mocker.call()]
def test_queue_full_hook(self, mocker):
"""Test queue_full_hook is executed when the queue is full."""
storage = InMemoryEventStorage(100)
queue_full_hook = mocker.Mock()
storage.set_queue_full_hook(queue_full_hook)
events = [EventWrapper(event=Event('key%d' % i, 'user', 'purchase', 12.5, 321654, None), size=1024) for i in range(0, 101)]
storage.put(events)
assert queue_full_hook.mock_calls == [mocker.call()]
def test_clear(self):
"""Test clear method."""
storage = InMemoryEventStorage(100)
storage.put([
EventWrapper(
event=Event('key1', 'user', 'purchase', 3.5, 123456, None),
size=1024,
)
])
assert storage._events.qsize() == 1
storage.clear()
assert storage._events.qsize() == 0
def _build_in_memory_factory(api_key, cfg, sdk_url=None, events_url=None, # pylint:disable=too-many-arguments,too-many-locals
auth_api_base_url=None, streaming_api_base_url=None):
"""Build and return a split factory tailored to the supplied config."""
if not input_validator.validate_factory_instantiation(api_key):
return None
http_client = HttpClient(
sdk_url=sdk_url,
events_url=events_url,
auth_url=auth_api_base_url,
timeout=cfg.get('connectionTimeout')
)
sdk_metadata = util.get_metadata(cfg)
apis = {
'auth': AuthAPI(http_client, api_key, sdk_metadata),
'splits': SplitsAPI(http_client, api_key),
'segments': SegmentsAPI(http_client, api_key),
'impressions': ImpressionsAPI(http_client, api_key, sdk_metadata, cfg['impressionsMode']),
'events': EventsAPI(http_client, api_key, sdk_metadata),
'telemetry': TelemetryAPI(http_client, api_key, sdk_metadata)
}
if not input_validator.validate_apikey_type(apis['segments']):
return None
storages = {
'splits': InMemorySplitStorage(),
'segments': InMemorySegmentStorage(),
'impressions': InMemoryImpressionStorage(cfg['impressionsQueueSize']),
'events': InMemoryEventStorage(cfg['eventsQueueSize']),
'telemetry': InMemoryTelemetryStorage()
}
imp_manager = ImpressionsManager(
storages['impressions'].put,
cfg['impressionsMode'],
True,
_wrap_impression_listener(cfg['impressionListener'], sdk_metadata))
synchronizers = SplitSynchronizers(
SplitSynchronizer(apis['splits'], storages['splits']),
SegmentSynchronizer(apis['segments'], storages['splits'], storages['segments']),
ImpressionSynchronizer(apis['impressions'], storages['impressions'],
cfg['impressionsBulkSize']),
EventSynchronizer(apis['events'], storages['events'], cfg['eventsBulkSize']),
TelemetrySynchronizer(apis['telemetry'], storages['telemetry']),
ImpressionsCountSynchronizer(apis['impressions'], imp_manager),
)
tasks = SplitTasks(
SplitSynchronizationTask(
synchronizers.split_sync.synchronize_splits,
cfg['featuresRefreshRate'],
),
SegmentSynchronizationTask(
synchronizers.segment_sync.synchronize_segments,
cfg['segmentsRefreshRate'],
),
ImpressionsSyncTask(
synchronizers.impressions_sync.synchronize_impressions,
cfg['impressionsRefreshRate'],
),
EventsSyncTask(synchronizers.events_sync.synchronize_events, cfg['eventsPushRate']),
TelemetrySynchronizationTask(
synchronizers.telemetry_sync.synchronize_telemetry,
cfg['metricsRefreshRate'],
),
ImpressionsCountSyncTask(synchronizers.impressions_count_sync.synchronize_counters)
)
synchronizer = Synchronizer(synchronizers, tasks)
sdk_ready_flag = threading.Event()
manager = Manager(sdk_ready_flag, synchronizer, apis['auth'], cfg['streamingEnabled'],
streaming_api_base_url)
initialization_thread = threading.Thread(target=manager.start, name="SDKInitializer")
initialization_thread.setDaemon(True)
initialization_thread.start()
storages['events'].set_queue_full_hook(tasks.events_task.flush)
storages['impressions'].set_queue_full_hook(tasks.impressions_task.flush)
return SplitFactory(api_key, storages, cfg['labelsEnabled'],
imp_manager, manager, sdk_ready_flag)
def test_push_pop_events(self):
"""Test pushing and retrieving events."""
storage = InMemoryEventStorage(100)
storage.put([
EventWrapper(
event=Event('key1', 'user', 'purchase', 3.5, 123456, None),
size=1024,
)
])
storage.put([
EventWrapper(
event=Event('key2', 'user', 'purchase', 3.5, 123456, None),
size=1024,
)
])
storage.put([
EventWrapper(
event=Event('key3', 'user', 'purchase', 3.5, 123456, None),
size=1024,
)
])
# Assert impressions are retrieved in the same order they are inserted.
assert storage.pop_many(1) == [
Event('key1', 'user', 'purchase', 3.5, 123456, None)
]
assert storage.pop_many(1) == [
Event('key2', 'user', 'purchase', 3.5, 123456, None)
]
assert storage.pop_many(1) == [
Event('key3', 'user', 'purchase', 3.5, 123456, None)
]
# Assert inserting multiple impressions at once works and maintains order.
events = [
EventWrapper(
event=Event('key1', 'user', 'purchase', 3.5, 123456, None),
size=1024,
),
EventWrapper(
event=Event('key2', 'user', 'purchase', 3.5, 123456, None),
size=1024,
),
EventWrapper(
event=Event('key3', 'user', 'purchase', 3.5, 123456, None),
size=1024,
),
]
assert storage.put(events)
# Assert events are retrieved in the same order they are inserted.
assert storage.pop_many(1) == [
Event('key1', 'user', 'purchase', 3.5, 123456, None)
]
assert storage.pop_many(1) == [
Event('key2', 'user', 'purchase', 3.5, 123456, None)
]
assert storage.pop_many(1) == [
Event('key3', 'user', 'purchase', 3.5, 123456, None)
]
def _build_in_memory_factory(api_key, config, sdk_url=None, events_url=None): # pylint: disable=too-many-locals
"""Build and return a split factory tailored to the supplied config."""
if not input_validator.validate_factory_instantiation(api_key):
return None
cfg = DEFAULT_CONFIG.copy()
cfg.update(config)
http_client = HttpClient(sdk_url=sdk_url,
events_url=events_url,
timeout=cfg.get('connectionTimeout'))
sdk_metadata = util.get_metadata(cfg)
apis = {
'splits': SplitsAPI(http_client, api_key),
'segments': SegmentsAPI(http_client, api_key),
'impressions': ImpressionsAPI(http_client, api_key, sdk_metadata),
'events': EventsAPI(http_client, api_key, sdk_metadata),
'telemetry': TelemetryAPI(http_client, api_key, sdk_metadata)
}
if not input_validator.validate_apikey_type(apis['segments']):
return None
storages = {
'splits': InMemorySplitStorage(),
'segments': InMemorySegmentStorage(),
'impressions': InMemoryImpressionStorage(cfg['impressionsQueueSize']),
'events': InMemoryEventStorage(cfg['eventsQueueSize']),
'telemetry': InMemoryTelemetryStorage()
}
# Synchronization flags
splits_ready_flag = threading.Event()
segments_ready_flag = threading.Event()
sdk_ready_flag = threading.Event()
tasks = {
'splits':
SplitSynchronizationTask(apis['splits'], storages['splits'],
cfg['featuresRefreshRate'],
splits_ready_flag),
'segments':
SegmentSynchronizationTask(apis['segments'], storages['segments'],
storages['splits'],
cfg['segmentsRefreshRate'],
segments_ready_flag),
'impressions':
ImpressionsSyncTask(apis['impressions'], storages['impressions'],
cfg['impressionsRefreshRate'],
cfg['impressionsBulkSize']),
'events':
EventsSyncTask(
apis['events'],
storages['events'],
cfg['eventsPushRate'],
cfg['eventsBulkSize'],
),
'telemetry':
TelemetrySynchronizationTask(apis['telemetry'], storages['telemetry'],
cfg['metricsRefreshRate'])
}
# Start tasks that have no dependencies
tasks['splits'].start()
tasks['impressions'].start()
tasks['events'].start()
tasks['telemetry'].start()
storages['events'].set_queue_full_hook(tasks['events'].flush)
storages['impressions'].set_queue_full_hook(tasks['impressions'].flush)
def split_ready_task():
"""Wait for splits to be ready and start fetching segments."""
splits_ready_flag.wait()
tasks['segments'].start()
def segment_ready_task():
"""Wait for segments to be ready and set the main ready flag."""
segments_ready_flag.wait()
sdk_ready_flag.set()
split_completion_thread = threading.Thread(target=split_ready_task)
split_completion_thread.setDaemon(True)
split_completion_thread.start()
segment_completion_thread = threading.Thread(target=segment_ready_task)
segment_completion_thread.setDaemon(True)
segment_completion_thread.start()
return SplitFactory(api_key,
storages,
cfg['labelsEnabled'],
apis,
tasks,
sdk_ready_flag,
impression_listener=_wrap_impression_listener(
cfg['impressionListener'], sdk_metadata))