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fix(sampling): ensure funnel correlation results get corrected for sampling (#14382)
* fix(sampling): ensure funnel correlation results get corrected for sampling * adapt signature to round return * update
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@ -29,6 +29,7 @@ from posthog.queries.funnels.utils import get_funnel_order_actor_class
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from posthog.queries.insight import insight_sync_execute
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from posthog.queries.person_distinct_id_query import get_team_distinct_ids_query
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from posthog.queries.person_query import PersonQuery
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from posthog.queries.util import correct_result_for_sampling
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class EventDefinition(TypedDict):
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@ -639,6 +640,9 @@ class FunnelCorrelation:
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event_contingency_tables, success_total, failure_total = self.get_partial_event_contingency_tables()
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success_total = correct_result_for_sampling(success_total, self._filter.sampling_factor)
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failure_total = correct_result_for_sampling(failure_total, self._filter.sampling_factor)
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if not success_total or not failure_total:
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return [], True
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@ -1,6 +1,6 @@
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import json
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from datetime import datetime, timedelta
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from typing import Any, Dict, Optional, Union
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from typing import Any, Dict, Optional
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import pytz
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from django.utils import timezone
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@ -103,8 +103,9 @@ def convert_to_datetime_aware(date_obj):
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return date_obj
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def correct_result_for_sampling(result: Union[int, float], sampling_factor: Optional[float]) -> float:
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def correct_result_for_sampling(value: int, sampling_factor: Optional[float]) -> int:
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if not sampling_factor:
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return result
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return value
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return result * (1 / sampling_factor)
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result: int = round(value * (1 / sampling_factor))
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return result
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