def _serialize_entity(self, entity: Entity, filter: Filter, team_id: int) -> List[Dict[str, Any]]:
if filter.interval is None:
filter.interval = "day"
serialized: Dict[str, Any] = {
"action": entity.to_dict(),
"label": entity.name,
"count": 0,
"data": [],
"labels": [],
"days": [],
}
response = []
events = process_entity_for_events(entity=entity, team_id=team_id, order_by="-timestamp",)
events = events.filter(filter_events(team_id, filter, entity))
items = aggregate_by_interval(
filtered_events=events,
team_id=team_id,
entity=entity,
filter=filter,
breakdown="properties__{}".format(filter.breakdown) if filter.breakdown else None,
)
for value, item in items.items():
new_dict = copy.deepcopy(serialized)
if value != "Total":
new_dict.update(breakdown_label(entity, value))
new_dict.update(append_data(dates_filled=list(item.items()), interval=filter.interval))
if filter.display == TRENDS_CUMULATIVE:
new_dict["data"] = np.cumsum(new_dict["data"])
response.append(new_dict)
return response
def _serialize_entity(self, entity: Entity, filter: Filter,
team_id: int) -> List[Dict[str, Any]]:
if filter.interval is None:
filter.interval = "day"
serialized: Dict[str, Any] = {
"action": entity.to_dict(),
"label": entity.name,
"count": 0,
"data": [],
"labels": [],
"days": [],
}
response = []
events = process_entity_for_events(
entity=entity,
team_id=team_id,
order_by=None,
)
events = events.filter(filter_events(team_id, filter, entity))
new_dict = copy.deepcopy(serialized)
new_dict.update(
self.stickiness(filtered_events=events,
entity=entity,
filter=filter,
team_id=team_id))
response.append(new_dict)
return response
def run(self, filter: Filter, team: Team, *args,
**kwargs) -> List[Dict[str, Any]]:
if not filter._date_from:
filter._date_from = relative_date_parse("-7d")
if not filter._date_to:
filter._date_to = timezone.now()
if filter.interval is None:
filter.interval = "day"
response = []
for entity in filter.entities:
if entity.type == TREND_FILTER_TYPE_ACTIONS:
entity.name = Action.objects.only("name").get(
team=team, pk=entity.id).name
entity_resp = handle_compare(filter=filter,
func=self._serialize_entity,
team=team,
entity=entity)
response.extend(entity_resp)
return response