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posthog
posthog/hogql_queries/hogql_cohort_query.py
.py
from collections import namedtuple from numbers import Number from typing import Any, Literal, Optional, Union, cast from rest_framework.exceptions import ValidationError from posthog.schema import ( ActionsNode, ActorsQuery, BaseMathType, DateRange, EventPropertyFilter, EventsNode, Events...
806
36,693
posthog
posthog/hogql_queries/query_runner.py
.py
from abc import ABC, abstractmethod from collections.abc import Sequence from datetime import UTC, datetime, timedelta from enum import StrEnum from functools import cache, cached_property from time import monotonic, perf_counter from types import UnionType from typing import Any, Generic, NamedTuple, Optional, Protoco...
2,972
126,956
posthog
posthog/hogql_queries/apply_dashboard_filters.py
.py
from typing import Any, TypedDict from posthog.schema import DashboardFilter, HogQLVariable, NodeKind from posthog.exceptions_capture import capture_exception from posthog.hogql_queries.query_runner import get_query_runner from posthog.hogql_queries.utils.dashboard_filter_conflicts import filters_contradict from post...
389
17,663
posthog
posthog/hogql_queries/groups/groups_query_runner.py
.py
from posthog.schema import CachedGroupsQueryResponse, GroupsQuery, GroupsQueryResponse from posthog.hogql import ast from posthog.hogql.context import HogQLContext from posthog.hogql.parser import parse_expr, parse_order_expr from posthog.hogql.property import has_aggregation, property_to_expr from posthog.hogql_quer...
208
8,375
posthog
posthog/hogql_queries/groups/test/test_groups_query_runner.py
.py
import datetime from datetime import timedelta from typing import Any, Optional from freezegun import freeze_time from posthog.test.base import APIBaseTest, ClickhouseTestMixin, snapshot_clickhouse_queries from django.test import override_settings from django.utils import timezone from posthog.schema import GroupPro...
610
23,756
posthog
posthog/hogql_queries/legacy_compatibility/filter_to_query.py
.py
import re import copy import json from enum import StrEnum from typing import Any, Literal, Optional, Union, cast from pydantic import Field from posthog.schema import ( ActionsNode, BaseMathType, BreakdownFilter, ChartDisplayType, CompareFilter, DataWarehouseNode, DateRange, EventsNod...
644
24,548
posthog
posthog/hogql_queries/legacy_compatibility/flagged_conversion_manager.py
.py
from collections.abc import Iterator from contextlib import contextmanager from typing import TYPE_CHECKING from posthog.exceptions_capture import capture_exception from .filter_to_query import filter_to_query if TYPE_CHECKING: from products.product_analytics.backend.models.insight import Insight @contextmanag...
32
1,163
posthog
posthog/hogql_queries/legacy_compatibility/feature_flag.py
.py
from typing import Literal from rest_framework.request import Request from posthog.models import Team from posthog.ph_client import feature_enabled_or_false def insight_api_use_legacy_queries(team: Team) -> bool: """ Use the legacy implementation of insight api calculation endpoints. """ return feat...
41
1,193
posthog
posthog/hogql_queries/legacy_compatibility/clean_properties.py
.py
from posthog.schema_enums import PropertyOperator def clean_global_properties(properties: dict | list[dict] | None): if properties is None or len(properties) == 0: # empty properties return None elif is_old_style_properties(properties): # old style properties properties = trans...
145
5,353
posthog
posthog/hogql_queries/legacy_compatibility/test/test_filter_to_query.py
.py
from typing import Any, cast import pytest from posthog.test.base import BaseTest from posthog.schema import ( ActionsNode, AggregationAxisFormat, BaseMathType, Breakdown, BreakdownAttributionType, BreakdownFilter, BreakdownType, ChartDisplayType, CohortPropertyFilter, CompareF...
1,865
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posthog
posthog/hogql_queries/legacy_compatibility/test/test_clean_properties.py
.py
from posthog.test.base import BaseTest from posthog.hogql_queries.legacy_compatibility.clean_properties import clean_entity_properties, clean_global_properties class TestCleanGlobalProperties(BaseTest): def test_handles_empty_properties(self): properties: dict = {} result = clean_global_properti...
177
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posthog
posthog/hogql_queries/ai/vector_search_query_runner.py
.py
from posthog.schema import ( CachedVectorSearchQueryResponse, VectorSearchQuery, VectorSearchQueryResponse, VectorSearchResponseItem, ) from posthog.hogql import ast from posthog.hogql.parser import parse_expr, parse_select from posthog.hogql.printer import to_printed_hogql from posthog.hogql.query imp...
89
3,018
posthog
posthog/hogql_queries/ai/utils.py
.py
from abc import ABC from collections.abc import Sequence from datetime import datetime from typing import Any, Optional import orjson from posthog.schema import PropertyOperator from posthog.caching.utils import ThresholdMode, is_stale # Mapping from ai_events dedicated columns to their original property names. # T...
168
5,605
posthog
posthog/hogql_queries/ai/trace_query_runner.py
.py
from datetime import datetime, timedelta from functools import cached_property from typing import Any, Optional, cast from posthog.schema import ( CachedTraceQueryResponse, IntervalType, LLMTrace, LLMTraceEvent, NodeKind, TraceQuery, TraceQueryResponse, ) from posthog.hogql import ast from...
340
14,298
posthog
posthog/hogql_queries/ai/team_taxonomy_query_runner.py
.py
from posthog.schema import ( CachedTeamTaxonomyQueryResponse, TeamTaxonomyItem, TeamTaxonomyQuery, TeamTaxonomyQueryResponse, ) from posthog.hogql import ast from posthog.hogql.constants import HogQLGlobalSettings from posthog.hogql.parser import parse_select from posthog.hogql.printer import to_printe...
112
3,838
posthog
posthog/hogql_queries/ai/suggested_questions_query_runner.py
.py
from datetime import UTC, datetime, timedelta from typing import Optional from django.utils import timezone from openai.types.chat import ChatCompletionMessageParam from posthog.schema import ( CachedSuggestedQuestionsQueryResponse, SuggestedQuestionsQuery, SuggestedQuestionsQueryResponse, TeamTaxono...
131
6,299
posthog
posthog/hogql_queries/ai/ai_column_rewriter.py
.py
"""AST rewriter that translates queries written against `ai_events` columns to work with the `events` table. This is the reverse of `AiPropertyRewriter`. When a query targets the `events` table as a fallback (e.g. data older than the `ai_events` retention TTL), this rewriter: 1. Rewrites dedicated column references (...
239
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posthog
posthog/hogql_queries/ai/sentiment_labeling.py
.py
"""Shared sentiment label selection. Used both when writing evaluations (the sentiment eval activity) and when aggregating them on read (trace sentiment), so a low-confidence polar score resolves to neutral consistently on both sides. Kept here, off the temporal package, so the read path doesn't drag the AI-observabil...
31
1,588
posthog
posthog/hogql_queries/ai/trace_neighbors_query_runner.py
.py
from datetime import datetime, timedelta from functools import cached_property from typing import cast from posthog.schema import ( CachedTraceNeighborsQueryResponse, IntervalType, TraceNeighborsQuery, TraceNeighborsQueryResponse, ) from posthog.hogql import ast from posthog.hogql.parser import parse_...
215
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posthog
posthog/hogql_queries/ai/ai_property_rewriter.py
.py
"""AST rewriter that transforms `properties.$ai_*` field references to dedicated `ai_events` column names. Follows the `ExprTransformer` / `CloningVisitor` pattern from `posthog/hogql/transforms/preaggregated_table_transformation.py`. """ from posthog.hogql import ast from posthog.hogql.visitor import CloningVisitor ...
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posthog
posthog/hogql_queries/ai/session_query_runner.py
.py
from datetime import datetime, timedelta from functools import cached_property from typing import Any, Optional, cast import orjson from posthog.schema import ( CachedSessionQueryResponse, IntervalType, LLMTrace, LLMTraceEvent, NodeKind, SessionQuery, SessionQueryResponse, ) from posthog....
420
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posthog
posthog/hogql_queries/ai/sentiment_evaluations.py
.py
from __future__ import annotations from collections.abc import Mapping, Sequence from dataclasses import dataclass from typing import TYPE_CHECKING, Any import orjson from posthog.hogql import ast from posthog.hogql.parser import parse_select from posthog.hogql_queries.ai.ai_table_resolver import query_ai_events fr...
415
13,987
posthog
posthog/hogql_queries/ai/actors_property_taxonomy_query_runner.py
.py
from typing import Optional from posthog.schema import ( ActorsPropertyTaxonomyQuery, ActorsPropertyTaxonomyQueryResponse, CachedActorsPropertyTaxonomyQueryResponse, ) from posthog.hogql import ast from posthog.hogql.constants import HogQLGlobalSettings from posthog.hogql.printer import to_printed_hogql f...
137
4,960
posthog
posthog/hogql_queries/ai/ai_table_resolver.py
.py
from __future__ import annotations from typing import TYPE_CHECKING, Any from prometheus_client import Counter, Histogram from posthog.hogql import ast from posthog.hogql.context import HogQLContext from posthog.hogql.query import execute_hogql_query from posthog.clickhouse.query_tagging import Product, tag_queries...
182
8,044
posthog
posthog/hogql_queries/ai/event_taxonomy_query_runner.py
.py
from typing import cast from posthog.schema import ( CachedEventTaxonomyQueryResponse, EventTaxonomyItem, EventTaxonomyQuery, EventTaxonomyQueryResponse, ) from posthog.hogql import ast from posthog.hogql.constants import HogQLGlobalSettings from posthog.hogql.context import HogQLContext from posthog....
258
9,390
posthog
posthog/hogql_queries/ai/traces_query_runner.py
.py
from datetime import datetime, timedelta from functools import cached_property from typing import Any, cast from uuid import UUID import structlog from posthog.schema import ( CachedTracesQueryResponse, DateRange, IntervalType, LLMTrace, LLMTraceEvent, NodeKind, TracesQuery, TracesQuer...
681
28,702
posthog
posthog/hogql_queries/ai/trace_id_resolver.py
.py
"""Resolve generation event UUIDs → parent trace_id via a small `events` lookup. Used as a preflight before heavy-column reads on `ai_events`. The `ai_events` sorting key `(team_id, trace_id, timestamp)` is useless for `WHERE uuid IN (...)` queries that don't carry trace_id — they fan out across every shard via the `c...
85
3,200
posthog
posthog/hogql_queries/ai/session_batch_events_query_runner.py
.py
from typing import Any from posthog.schema import ( CachedSessionBatchEventsQueryResponse, EventsQuery, SessionBatchEventsQuery, SessionBatchEventsQueryResponse, SessionEventsItem, ) from posthog.clickhouse.query_tagging import Product, tags_context from posthog.hogql_queries.events_query_runner i...
240
10,028
posthog
posthog/hogql_queries/ai/test/test_session_query_runner.py
.py
from datetime import UTC, datetime from typing import Any from posthog.test.base import BaseTest, ClickhouseTestMixin from parameterized import parameterized from posthog.schema import DateRange, SessionQuery from posthog.hogql.constants import MAX_SELECT_TRACES_LIMIT_EXPORT, LimitContext from posthog.hogql.context...
434
17,540
posthog
posthog/hogql_queries/ai/test/test_vector_search_query_runner.py
.py
import uuid import pytest from posthog.test.base import APIBaseTest, ClickhouseTestMixin, snapshot_clickhouse_queries from posthog.schema import VectorSearchQuery from posthog.hogql_queries.ai.vector_search_query_runner import VectorSearchQueryRunner from posthog.models import Organization, Project, Team from postho...
261
9,268
posthog
posthog/hogql_queries/ai/test/test_trace_neighbors_query_runner.py
.py
import uuid from datetime import UTC, datetime, timedelta from typing import Any from freezegun import freeze_time from posthog.test.base import BaseTest, ClickhouseTestMixin, _create_event, _create_person from posthog.schema import DateRange, EventPropertyFilter, PropertyOperator, TraceNeighborsQuery from posthog.h...
592
20,734
posthog
posthog/hogql_queries/ai/test/test_actors_property_taxonomy_query_runner.py
.py
from posthog.test.base import APIBaseTest, ClickhouseTestMixin, _create_person, snapshot_clickhouse_queries from django.test import override_settings from posthog.schema import ActorsPropertyTaxonomyQuery, ActorsPropertyTaxonomyResponse from posthog.hogql_queries.ai.actors_property_taxonomy_query_runner import Actor...
162
6,625
posthog
posthog/hogql_queries/ai/test/test_ai_property_rewriter.py
.py
import pytest from posthog.hogql import ast from posthog.hogql.parser import parse_select from posthog.hogql_queries.ai.ai_column_rewriter import ( _STRING_ID_COLUMNS, AI_COLUMN_TO_PROPERTY, EVENTS_FALLBACK_PROPERTY_TYPE_OVERRIDES, ) from posthog.hogql_queries.ai.ai_property_rewriter import AiPropertyRewr...
140
5,474
posthog
posthog/hogql_queries/ai/test/test_suggested_questions_query_runner.py
.py
from datetime import timedelta from posthog.test.base import APIBaseTest, ClickhouseTestMixin, snapshot_clickhouse_queries from unittest.mock import patch from django.test import override_settings from django.utils import timezone from posthog.schema import SuggestedQuestionsQuery from posthog.hogql_queries.ai.sugg...
35
1,716
posthog
posthog/hogql_queries/ai/test/test_ai_column_rewriter.py
.py
import pytest from posthog.hogql import ast from posthog.hogql.parser import parse_select from posthog.hogql_queries.ai.ai_column_rewriter import ( _BOOLEAN_COLUMNS, _EVENTS_TABLE_ALIAS, _NUMERIC_COLUMNS, AI_COLUMN_TO_PROPERTY, AiColumnToPropertyRewriter, rewrite_expr_for_events_table, rew...
314
14,958
posthog
posthog/hogql_queries/ai/test/test_ai_table_resolver.py
.py
import pytest from unittest.mock import Mock, patch from posthog.hogql import ast from posthog.hogql_queries.ai.ai_table_resolver import ( AIEventsExpiredError, AIEventsNotFoundError, is_ai_events_enabled, query_ai_events, ) class TestIsAiEventsEnabled: @patch("posthog.hogql_queries.ai.ai_table_...
226
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posthog
posthog/hogql_queries/ai/test/test_team_taxonomy_query_runner.py
.py
from datetime import timedelta from freezegun import freeze_time from posthog.test.base import ( APIBaseTest, ClickhouseTestMixin, _create_event, _create_person, flush_persons_and_events, snapshot_clickhouse_queries, ) from django.test import override_settings from django.utils import timezone...
308
11,548
posthog
posthog/hogql_queries/ai/test/test_sentiment_evaluations.py
.py
from types import SimpleNamespace from typing import cast from unittest.mock import patch from parameterized import parameterized from posthog.hogql_queries.ai.sentiment_evaluations import load_trace_sentiment_evaluations, normalize_sentiment_result from posthog.models import Team GenerationResultRow = tuple[object...
163
5,055
posthog
posthog/hogql_queries/ai/test/test_traces_query_runner.py
.py
import uuid from datetime import UTC, datetime from typing import Any, Literal, TypedDict from uuid import UUID import pytest from freezegun import freeze_time from posthog.test.base import BaseTest, ClickhouseTestMixin, _create_event, _create_person, snapshot_clickhouse_queries from unittest.mock import patch from p...
2,259
87,167
posthog
posthog/hogql_queries/ai/test/test_sessions_aggregation.py
.py
import uuid from datetime import datetime from freezegun import freeze_time from posthog.test.base import BaseTest, ClickhouseTestMixin, _create_event, _create_person, flush_persons_and_events from parameterized import parameterized from posthog.hogql.query import execute_hogql_query from products.ai_observability....
485
15,245
posthog
posthog/hogql_queries/ai/test/test_trace_query_runner.py
.py
import uuid from datetime import UTC, datetime, timedelta from typing import Any, Literal, TypedDict from uuid import UUID import pytest from freezegun import freeze_time from posthog.test.base import BaseTest, ClickhouseTestMixin, _create_event, _create_person, snapshot_clickhouse_queries from unittest.mock import pa...
1,735
64,856
posthog
posthog/hogql_queries/ai/test/test_event_taxonomy_query_runner.py
.py
from datetime import timedelta from freezegun import freeze_time from posthog.test.base import ( APIBaseTest, ClickhouseTestMixin, _create_event, _create_person, flush_persons_and_events, snapshot_clickhouse_queries, ) from django.test import override_settings from django.utils import timezone...
690
25,194
posthog
posthog/hogql_queries/ai/test/test_utils.py
.py
from datetime import timedelta from posthog.test.base import BaseTest from django.test import override_settings from django.utils import timezone import orjson from parameterized import parameterized from posthog.schema import CohortPropertyFilter, EventPropertyFilter, HogQLPropertyFilter, PropertyOperator from po...
138
6,207
posthog
posthog/hogql_queries/endpoints/endpoints_usage_overview.py
.py
from posthog.schema import ( CachedEndpointsUsageOverviewQueryResponse, EndpointsUsageOverviewItem, EndpointsUsageOverviewQuery, EndpointsUsageOverviewQueryResponse, ProductKey, ) from posthog.hogql import ast from posthog.hogql.query import execute_hogql_query from posthog.hogql_queries.endpoints...
192
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posthog
posthog/hogql_queries/endpoints/endpoints_usage_trends.py
.py
from datetime import datetime from typing import cast from posthog.schema import ( CachedEndpointsUsageTrendsQueryResponse, EndpointsUsageTrendsQuery, EndpointsUsageTrendsQueryResponse, IntervalType, ProductKey, ) from posthog.hogql import ast from posthog.hogql.query import execute_hogql_query f...
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posthog
posthog/hogql_queries/endpoints/__init__.py
.py
from posthog.hogql_queries.endpoints.endpoints_usage_overview import EndpointsUsageOverviewQueryRunner from posthog.hogql_queries.endpoints.endpoints_usage_table import EndpointsUsageTableQueryRunner from posthog.hogql_queries.endpoints.endpoints_usage_trends import EndpointsUsageTrendsQueryRunner __all__ = [ "End...
10
432
posthog
posthog/hogql_queries/endpoints/endpoints_usage_query_runner.py
.py
import typing from abc import ABC from datetime import datetime from typing import Union, cast from posthog.schema import EndpointsUsageOverviewQuery, EndpointsUsageTableQuery, EndpointsUsageTrendsQuery from posthog.hogql import ast from posthog.hogql_queries.query_runner import AnalyticsQueryResponseProtocol, Analy...
317
11,577
posthog
posthog/hogql_queries/endpoints/endpoints_usage_table.py
.py
from typing import Literal, cast from posthog.schema import ( CachedEndpointsUsageTableQueryResponse, EndpointsUsageBreakdown, EndpointsUsageTableQuery, EndpointsUsageTableQueryResponse, ProductKey, ) from posthog.hogql import ast from posthog.hogql.query import execute_hogql_query from posthog.h...
131
5,057
posthog
posthog/hogql_queries/endpoints/test/test_endpoints_usage_query_runners.py
.py
from freezegun import freeze_time from posthog.test.base import APIBaseTest, ClickhouseTestMixin, QueryMatchingTest from parameterized import parameterized from posthog.schema import ( DateRange, EndpointsUsageBreakdown, EndpointsUsageOverviewQuery, EndpointsUsageTableQuery, EndpointsUsageTrendsQu...
345
12,512
posthog
posthog/hogql_queries/insights/paginators.py
.py
import json import base64 from datetime import datetime from typing import Any, Union, cast from posthog.schema import HogQLQueryResponse from posthog.hogql import ast from posthog.hogql.constants import ( DEFAULT_RETURNED_ROWS, LimitContext, get_default_limit_for_context, get_max_limit_for_context, )...
309
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posthog
posthog/hogql_queries/insights/insight_actors_query_runner.py
.py
from typing import Any, Optional, cast from posthog.schema import ( ExperimentActorsQuery, FunnelAggregateByHogQL, FunnelCorrelationActorsQuery, FunnelCorrelationQuery, FunnelsActorsQuery, FunnelsFilter, FunnelsQuery, HogQLQueryModifiers, HogQLQueryResponse, InsightActorsQuery, ...
212
10,207
posthog
posthog/hogql_queries/insights/data_warehouse_mixin.py
.py
from posthog.schema import ActionsNode, DataWarehouseNode, EventsNode, GroupNode from posthog.hogql import ast from posthog.models.filters.mixins.utils import cached_property class DataWarehouseInsightQueryMixin: series: EventsNode | ActionsNode | DataWarehouseNode | GroupNode @cached_property def _tab...
17
508
posthog
posthog/hogql_queries/insights/insight_actors_query_options_runner.py
.py
from typing import cast from posthog.schema import ( CachedInsightActorsQueryOptionsResponse, InsightActorsQueryOptions, InsightActorsQueryOptionsResponse, ) from posthog.hogql import ast from posthog.hogql_queries.insights.funnels.funnels_query_runner import FunnelsQueryRunner from posthog.hogql_queries...
51
2,384
posthog
posthog/hogql_queries/insights/query_context.py
.py
from abc import ABC from datetime import datetime from typing import Optional, Protocol from posthog.schema import HogQLQueryModifiers from posthog.hogql.constants import LimitContext from posthog.hogql.context import HogQLContext from posthog.hogql.modifiers import create_default_modifiers_for_team from posthog.hogq...
55
1,636
posthog
posthog/hogql_queries/insights/lifecycle/lifecycle_query_runner.py
.py
from collections.abc import Sequence from datetime import datetime, timedelta from math import ceil from typing import Any, Optional from rest_framework.exceptions import ValidationError from posthog.schema import ( ActionsNode, CachedLifecycleQueryResponse, DayItem, EventsNode, HogQLQueryResponse...
547
25,715
posthog
posthog/hogql_queries/insights/lifecycle/lifecycle_validation_rules.py
.py
from rest_framework.exceptions import ValidationError from posthog.schema import LifecycleQuery from posthog.hogql_queries.insights.utils.entities import has_data_warehouse_node from posthog.hogql_queries.validation.validation import QueryValidationContext class RequireLifecycleDataWarehouseSeriesForCustomAggregati...
25
970
posthog
posthog/hogql_queries/insights/lifecycle/test/test_lifecycle_validation_rules.py
.py
from posthog.test.base import BaseTest from unittest.mock import MagicMock from rest_framework.exceptions import ValidationError from posthog.schema import EventsNode, LifecycleDataWarehouseNode, LifecycleQuery from posthog.hogql_queries.insights.lifecycle.lifecycle_validation_rules import ( RequireLifecycleData...
55
2,147
posthog
posthog/hogql_queries/insights/lifecycle/test/test_lifecycle_data_warehouse.py
.py
import csv import tempfile from pathlib import Path from uuid import uuid4 from freezegun import freeze_time from posthog.test.base import APIBaseTest, ClickhouseTestMixin, _create_person, flush_persons_and_events from parameterized import parameterized from rest_framework.exceptions import ValidationError from post...
498
19,941
posthog
posthog/hogql_queries/insights/lifecycle/test/test_lifecycle_query_runner.py
.py
from datetime import datetime from types import SimpleNamespace from freezegun import freeze_time from posthog.test.base import ( APIBaseTest, ClickhouseTestMixin, _create_event, _create_person, flush_persons_and_events, snapshot_clickhouse_queries, ) from unittest.mock import patch from param...
2,370
87,168
posthog
posthog/hogql_queries/insights/funnels/utils.py
.py
from typing import TypeIs from rest_framework.exceptions import ValidationError from posthog.schema import ( ActionsNode, EventsNode, FunnelConversionWindowTimeUnit, FunnelExclusionActionsNode, FunnelExclusionEventsNode, FunnelsDataWarehouseNode, ) from posthog.hogql import ast from posthog.h...
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posthog
posthog/hogql_queries/insights/funnels/funnels_query_runner.py
.py
import json import threading from collections.abc import Callable, Sequence from datetime import datetime, timedelta from math import ceil from typing import Any, Optional, TypeVar, cast from django.conf import settings import structlog from posthog.schema import ( BreakdownFilter, BreakdownItem, CachedF...
688
31,432
posthog
posthog/hogql_queries/insights/funnels/funnel_event_query.py
.py
from collections.abc import Sequence from dataclasses import dataclass from typing import Optional, Union, cast from rest_framework.exceptions import ValidationError from posthog.schema import ( ActionsNode, BreakdownAttributionType, EventsNode, FilterLogicalOperator, FunnelExclusionActionsNode, ...
707
31,479
posthog
posthog/hogql_queries/insights/funnels/funnel_aggregation_operations.py
.py
from typing import cast from posthog.hogql import ast from posthog.hogql_queries.insights.funnels.funnel_query_context import FunnelQueryContext from posthog.hogql_queries.insights.utils.aggregations import ( FirstTimeForUserDataWarehouseConfig, FirstTimeForUserEventsQueryAlternator, ) from posthog.hogql_quer...
94
3,205
posthog
posthog/hogql_queries/insights/funnels/funnel_query_context.py
.py
from typing import Optional, Union from posthog.schema import ( BreakdownAttributionType, BreakdownFilter, BreakdownType, FunnelConversionWindowTimeUnit, FunnelsActorsQuery, FunnelsFilter, FunnelsQuery, HogQLQueryModifiers, IntervalType, ) from posthog.hogql.constants import LimitC...
126
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posthog
posthog/hogql_queries/insights/funnels/funnel_validation_rules.py
.py
from itertools import pairwise from rest_framework.exceptions import ValidationError from posthog.schema import FunnelsQuery, FunnelVizType, StepOrderValue from posthog.hogql_queries.insights.utils.entities import is_equal, is_superset from posthog.hogql_queries.validation.validation import QueryValidationContext ...
151
6,562
posthog
posthog/hogql_queries/insights/funnels/funnel_time_to_convert_bins.py
.py
from dataclasses import dataclass from math import ceil, floor @dataclass(frozen=True) class ConversionTimeRange: """Observed conversion-time summary for a single period.""" min_timing: float max_timing: float sample_count: int def compute_shared_bin_boundaries( current: ConversionTimeRange | N...
43
1,584
posthog
posthog/hogql_queries/insights/funnels/funnel_time_to_convert.py
.py
from typing import cast from rest_framework.exceptions import ValidationError from posthog.schema import FunnelTimeToConvertResults from posthog.hogql import ast from posthog.hogql.parser import parse_select from posthog.constants import FUNNEL_TO_STEP from posthog.hogql_queries.insights.funnels import FunnelUDF fr...
140
5,953
posthog
posthog/hogql_queries/insights/funnels/funnel.py
.py
from typing import Optional, Protocol, cast, runtime_checkable from rest_framework.exceptions import ValidationError from posthog.schema import BreakdownAttributionType, BreakdownType, StepOrderValue from posthog.hogql import ast from posthog.hogql.constants import DEFAULT_RETURNED_ROWS, HogQLQuerySettings from post...
517
23,438
posthog
posthog/hogql_queries/insights/funnels/funnel_correlation_query_runner.py
.py
import dataclasses from typing import Any, Literal, Optional, TypedDict, cast from rest_framework.exceptions import ValidationError from posthog.schema import ( ActionsNode, CachedFunnelCorrelationResponse, CorrelationType, EventDefinition, EventOddsRatioSerialized, EventsNode, FunnelCorre...
1,061
46,124
posthog
posthog/hogql_queries/insights/funnels/base.py
.py
import uuid from abc import ABC from functools import cached_property from typing import Any, Optional, Union from posthog.schema import ( ActionsNode, BreakdownType, EventsNode, FunnelAggregateByHogQL, FunnelsDataWarehouseNode, FunnelTimeToConvertResults, FunnelVizType, GroupNode, ...
644
25,652
posthog
posthog/hogql_queries/insights/funnels/funnel_trends.py
.py
from datetime import datetime, timedelta from itertools import groupby from typing import Any, Optional, cast from rest_framework.exceptions import ValidationError from posthog.schema import BreakdownAttributionType, BreakdownType from posthog.hogql import ast from posthog.hogql.constants import HogQLQuerySettings f...
578
26,104
posthog
posthog/hogql_queries/insights/funnels/test/test_funnel_correlation.py
.py
import unittest from freezegun import freeze_time from posthog.test.base import ( APIBaseTest, ClickhouseTestMixin, _create_action, _create_event, _create_person, also_test_with_materialized_columns, also_test_with_person_on_events_v2, flush_persons_and_events, snapshot_clickhouse_qu...
2,501
92,289
posthog
posthog/hogql_queries/insights/funnels/test/test_funnel_time_to_convert.py
.py
from datetime import datetime from posthog.test.base import ( APIBaseTest, ClickhouseTestMixin, _create_event, _create_person, snapshot_clickhouse_queries, ) from unittest.case import skip from posthog.schema import ( CompareFilter, DateRange, EventsNode, FunnelConversionWindowTime...
710
24,400
posthog
posthog/hogql_queries/insights/funnels/test/test_funnel_time_to_convert_bins.py
.py
from django.test import SimpleTestCase from posthog.hogql_queries.insights.funnels.funnel_time_to_convert_bins import ( ConversionTimeRange, compute_shared_bin_boundaries, ) class TestSharedBinComputer(SimpleTestCase): def test_spans_union_of_both_period_ranges(self): current = ConversionTimeRang...
53
2,346
posthog
posthog/hogql_queries/insights/funnels/test/test_funnel_trends_actors.py
.py
from datetime import datetime, timedelta from freezegun import freeze_time from posthog.test.base import APIBaseTest, ClickhouseTestMixin, snapshot_clickhouse_queries from posthog.schema import ( BreakdownFilter, DateRange, EventsNode, FunnelsFilter, FunnelsQuery, FunnelVizType, IntervalTy...
302
10,799
posthog
posthog/hogql_queries/insights/funnels/test/test_funnel_strict.py
.py
from datetime import datetime from freezegun import freeze_time from posthog.test.base import APIBaseTest, ClickhouseTestMixin, _create_action, _create_event, _create_person from posthog.schema import ( ActionsNode, BreakdownAttributionType, BreakdownFilter, DateRange, EventsNode, FunnelsFilte...
719
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posthog
posthog/hogql_queries/insights/funnels/test/conversion_time_cases.py
.py
from datetime import datetime from typing import Optional from posthog.test.base import APIBaseTest from posthog.schema import DateRange, EventsNode, FunnelConversionWindowTimeUnit, FunnelsFilter, FunnelsQuery from posthog.constants import FunnelOrderType from posthog.hogql_queries.insights.funnels.funnels_query_run...
270
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posthog
posthog/hogql_queries/insights/funnels/test/test_funnel_strict_persons.py
.py
from datetime import datetime, timedelta from typing import Any, Optional, cast from uuid import UUID from freezegun import freeze_time from posthog.test.base import ( APIBaseTest, ClickhouseTestMixin, _create_event, _create_person, snapshot_clickhouse_queries, ) from django.utils import timezone ...
296
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posthog
posthog/hogql_queries/insights/funnels/test/test_funnel_event_query.py
.py
from textwrap import dedent from freezegun import freeze_time from posthog.test.base import APIBaseTest, ClickhouseTestMixin import regex import sqlparse from parameterized import parameterized from rest_framework.exceptions import ValidationError from posthog.schema import ( ActionsNode, BreakdownFilter, ...
636
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posthog
posthog/hogql_queries/insights/funnels/test/test_funnel_trends.py
.py
from datetime import date, datetime, timedelta from typing import Optional, cast from zoneinfo import ZoneInfo from freezegun.api import freeze_time from posthog.test.base import ( APIBaseTest, ClickhouseTestMixin, _create_event, _create_person, snapshot_clickhouse_queries, ) from django.test impo...
3,834
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posthog
posthog/hogql_queries/insights/funnels/test/test_funnel_breakdowns_by_current_url.py
.py
from datetime import datetime from posthog.test.base import APIBaseTest, ClickhouseTestMixin, snapshot_clickhouse_queries from posthog.schema import BreakdownFilter, DateRange, EventsNode, FunnelsFilter, FunnelsQuery from posthog.hogql_queries.insights.funnels.funnels_query_runner import FunnelsQueryRunner from post...
306
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posthog
posthog/hogql_queries/insights/funnels/test/test_funnel_data_warehouse.py
.py
from datetime import datetime from pathlib import Path import pytest from freezegun import freeze_time from posthog.test.base import ( BaseTest, ClickhouseTestMixin, _create_event, _create_person, flush_persons_and_events, snapshot_clickhouse_queries, ) from parameterized import parameterized ...
733
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posthog
posthog/hogql_queries/insights/funnels/test/test_funnel_actors_query_options.py
.py
from datetime import datetime from typing import Optional from posthog.test.base import APIBaseTest, ClickhouseTestMixin from django.test import override_settings from parameterized import parameterized from posthog.schema import ( BreakdownFilter, CompareFilter, DateRange, EventsNode, FunnelsAc...
227
8,744
posthog
posthog/hogql_queries/insights/funnels/test/breakdown_cases.py
.py
import ast from dataclasses import dataclass from datetime import datetime from pathlib import Path from string import ascii_lowercase from typing import Any, Literal, Optional, Union, cast from freezegun import freeze_time from posthog.test.base import ( APIBaseTest, _create_action, _create_person, al...
4,339
170,465
posthog
posthog/hogql_queries/insights/funnels/test/test_funnel_persons.py
.py
from datetime import datetime, timedelta from typing import Optional from uuid import UUID from freezegun import freeze_time from posthog.test.base import ( APIBaseTest, ClickhouseTestMixin, _create_event, _create_person, also_test_with_materialized_columns, flush_persons_and_events, snapsh...
1,030
40,814
posthog
posthog/hogql_queries/insights/funnels/test/test_funnel_aggregation_operations.py
.py
from datetime import datetime from typing import cast from zoneinfo import ZoneInfo from freezegun import freeze_time from posthog.test.base import APIBaseTest, ClickhouseTestMixin from posthog.schema import DateRange, EventsNode, FunnelsFilter, FunnelsQuery from posthog.hogql import ast from posthog.hogql.parser im...
339
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posthog
posthog/hogql_queries/insights/funnels/test/test_funnel_validation_rules.py
.py
from posthog.test.base import BaseTest from unittest.mock import MagicMock from parameterized import parameterized from rest_framework.exceptions import ValidationError from posthog.schema import ( EventsNode, FunnelExclusionEventsNode, FunnelsFilter, FunnelsQuery, FunnelVizType, StepOrderValu...
207
8,470
posthog
posthog/hogql_queries/insights/funnels/test/test_funnel_unordered.py
.py
from datetime import datetime, timedelta from posthog.test.base import ( APIBaseTest, ClickhouseTestMixin, _create_event, _create_person, snapshot_clickhouse_queries, ) from rest_framework.exceptions import ValidationError from posthog.schema import ( BreakdownAttributionType, BreakdownFi...
2,029
77,014
posthog
posthog/hogql_queries/insights/funnels/test/test_funnel.py
.py
import uuid from datetime import datetime from typing import Optional from freezegun import freeze_time from posthog.test.base import ( APIBaseTest, ClickhouseTestMixin, _create_action, _create_event, _create_person, also_test_with_materialized_columns, create_person_id_override_by_distinct...
6,295
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posthog
posthog/hogql_queries/insights/funnels/test/test_utils.py
.py
from django.test import SimpleTestCase from parameterized import parameterized from posthog.schema import ActionsNode, EventsNode, FunnelsDataWarehouseNode from posthog.hogql import ast from posthog.hogql.parser import parse_select from posthog.hogql.visitor import clone_expr from posthog.hogql_queries.insights.fun...
85
3,672
posthog
posthog/hogql_queries/insights/funnels/test/test_funnel_unordered_persons.py
.py
from datetime import datetime from typing import Any, Optional, cast from posthog.test.base import APIBaseTest, ClickhouseTestMixin from posthog.schema import FunnelsQuery from posthog.constants import INSIGHT_FUNNELS from posthog.hogql_queries.insights.funnels.test.test_funnel_persons import get_actors from posthog...
164
5,858
posthog
posthog/hogql_queries/insights/funnels/test/test_funnel_correlation_actors.py
.py
from datetime import datetime, timedelta from typing import Optional from uuid import UUID from freezegun import freeze_time from posthog.test.base import ( APIBaseTest, ClickhouseTestMixin, _create_event, _create_person, snapshot_clickhouse_queries, ) from unittest import skip from django.utils i...
588
20,635
posthog
posthog/hogql_queries/insights/utils/data_warehouse_schema_mixin.py
.py
from rest_framework.exceptions import ValidationError from posthog.hogql.database.database import Database from posthog.hogql.database.models import DatabaseField, Table from posthog.hogql_queries.insights.query_context import QueryContextProtocol class DataWarehouseSchemaMixin(QueryContextProtocol): _hogql_dat...
32
1,226
posthog
posthog/hogql_queries/insights/utils/utils.py
.py
from collections.abc import Sequence from copy import deepcopy from typing import Optional from posthog.schema import ( ActionsNode, BaseMathType, DataWarehouseNode, EventsNode, GroupNode, HogQLQueryModifiers, IntervalType, TrendsQuery, ) from posthog.hogql import ast from posthog.hogq...
89
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posthog
posthog/hogql_queries/insights/utils/aggregations.py
.py
from dataclasses import dataclass from typing import cast from posthog.hogql import ast @dataclass class FirstTimeForUserDataWarehouseConfig: """Retargets the first-time-for-user subquery from the events table to a data warehouse table.""" table_expr: ast.Field """The data warehouse table, e.g. ast.Fiel...
214
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posthog
posthog/hogql_queries/insights/utils/breakdowns.py
.py
from posthog.schema import BreakdownFilter from posthog.hogql import ast from posthog.hogql.visitor import CloningVisitor BREAKDOWN_OTHER_STRING_LABEL = "$$_posthog_breakdown_other_$$" BREAKDOWN_NULL_STRING_LABEL = "$$_posthog_breakdown_null_$$" # Keep in sync with BREAKDOWN_BASELINE_STRING_LABEL in frontend/src/scen...
64
2,817
posthog
posthog/hogql_queries/insights/utils/properties.py
.py
from typing import TypeGuard from posthog.schema import PropertyGroupFilter, PropertyGroupFilterValue from posthog.hogql import ast from posthog.hogql.property import property_to_expr from posthog.hogql_queries.insights.query_context import QueryContext from posthog.types import AnyPropertyFilter type PropertiesTyp...
87
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posthog
posthog/hogql_queries/insights/utils/entities.py
.py
from collections import Counter from collections.abc import Sequence from posthog.schema import ( ActionsNode, CohortPropertyFilter, DataWarehouseNode, EmptyPropertyFilter, EventsNode, FunnelExclusionActionsNode, FunnelExclusionEventsNode, FunnelsDataWarehouseNode, GroupNode, Ho...
176
6,033
posthog
posthog/hogql_queries/insights/utils/test/test_entities.py
.py
import pytest from posthog.schema import ( ActionsNode, DataWarehouseNode, EmptyPropertyFilter, EventPropertyFilter, EventsNode, FilterLogicalOperator, GroupNode, PersonPropertyFilter, PropertyOperator, ) from posthog.hogql_queries.insights.utils.entities import is_equal, is_supers...
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posthog
posthog/hogql_queries/insights/utils/test/test_aggregations.py
.py
from typing import cast from posthog.hogql import ast from posthog.hogql.parser import parse_expr, parse_select from posthog.hogql_queries.insights.utils.aggregations import FirstTimeForUserEventsQueryAlternator, QueryAlternator class TestQueryAlternator: def test_select(self): query = cast(ast.SelectQu...
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