posthog/ee/clickhouse/models/cohort.py

from typing import Any, Dict, Tuple

from ee.clickhouse.models.action import format_action_filter
from ee.clickhouse.models.util import get_operator
from ee.clickhouse.sql.cohort import CALCULATE_COHORT_PEOPLE_SQL
from ee.clickhouse.sql.person import GET_DISTINCT_IDS_BY_PROPERTY_SQL
from posthog.models import Action, Cohort, Filter


def format_filter_query(cohort: Cohort) -> Tuple[str, Dict]:
    filters = []
    params: Dict[str, Any] = {}
    for group_idx, group in enumerate(cohort.groups):
        if group.get("action_id"):
            action = Action.objects.get(pk=group["action_id"], team_id=cohort.team.pk)
            action_filter_query, action_params = format_action_filter(action)
            extract_person = "SELECT distinct_id FROM events WHERE uuid IN ({query})".format(query=action_filter_query)
            params = {**params, **action_params}
            filters.append("(" + extract_person + ")")

        elif group.get("properties"):
            filter = Filter(data=group)

            for idx, prop in enumerate(filter.properties):
                prepend = "{}_cohort_group_{}".format(cohort.pk, group_idx)

                arg = "v{}_{}".format(prepend, idx)
                operator_clause, value = get_operator(prop, arg)

                prop_filters = "(ep.key = %(k{prepend}_{idx})s) AND {operator_clause}".format(
                    idx=idx, operator_clause=operator_clause, prepend=prepend
                )
                clause = GET_DISTINCT_IDS_BY_PROPERTY_SQL.format(filters=prop_filters)

                filters.append("(" + clause + ")")
                params.update({"k{}_{}".format(prepend, idx): prop.key, arg: value})

    separator = " OR distinct_id IN "
    joined_filter = separator.join(filters)
    person_id_query = CALCULATE_COHORT_PEOPLE_SQL.format(query=joined_filter)
    return person_id_query, params