repo stringclasses 454
values | file_path stringlengths 5 201 | extension stringclasses 1
value | content stringlengths 8 509k | num_lines int64 3 16.9k | size_bytes int64 8 511k |
|---|---|---|---|---|---|
posthog | posthog/hogql/test/test_direct_motherduck_query.py | .py | from uuid import uuid4
import unittest
from posthog.test.base import APIBaseTest
from unittest.mock import patch
import duckdb
from parameterized import parameterized
from posthog.hogql.errors import ExposedHogQLError
from posthog.hogql.motherduck_connection_cache import (
cached_motherduck_connection,
clear... | 204 | 9,203 |
posthog | posthog/hogql/test/test_no_django_imports.py | .py | import os
import sys
import subprocess
# The HogQL parser and AST layer must import and run without django.setup() — no Django ORM
# or app-model coupling. That is what lets these modules (and the corpus/fuzzing scripts built
# on them) run standalone in workers, CLIs, and tooling without paying the Django startup tax... | 103 | 4,907 |
posthog | posthog/hogql/test/test_direct_connection.py | .py | from posthog.test.base import APIBaseTest
from unittest.mock import patch
from posthog.hogql.direct_connection import get_direct_connection_source, raw_query_denied_by_table_access
from posthog.constants import AvailableFeature
from posthog.models import OrganizationMembership
from products.warehouse_sources.backend... | 122 | 5,682 |
posthog | posthog/hogql/test/test_utils.py | .py | from posthog.test.base import BaseTest
from unittest import TestCase
from parameterized import parameterized
from posthog.hogql import ast
from posthog.hogql.query import execute_hogql_query
from posthog.hogql.test.utils import pretty_print_in_tests
from posthog.hogql.utils import deserialize_hx_ast, ilike_matches, l... | 637 | 24,502 |
posthog | posthog/hogql/test/_test_parser.py | .py | # Parity-regression tests touch `parse_expr` / `parse_select` results as concrete subclasses
# (`ast.Constant.value`, `SelectQuery.select`, …) without `assert isinstance(...)` narrowing on
# every assertion. Each test runs against all 3 backends; a runtime AttributeError surfaces as
# a test failure anyway. Relax the n... | 8,344 | 396,224 |
posthog | posthog/hogql/test/test_direct_redshift_query.py | .py | from typing import Any
from uuid import uuid4
import unittest
from posthog.test.base import APIBaseTest
from unittest.mock import MagicMock, patch
from parameterized import parameterized
from sshtunnel import BaseSSHTunnelForwarderError
from posthog.hogql.direct_sql.redshift_adapter import RedshiftAdapter, ensure_re... | 267 | 11,693 |
posthog | posthog/hogql/test/test_feature_extractor.py | .py | from typing import cast
from posthog.test.base import BaseTest
from parameterized import parameterized
from posthog.hogql import ast
from posthog.hogql.context import HogQLContext
from posthog.hogql.database.database import Database
from posthog.hogql.feature_extractor import HogQLFeatureExtractor, extract_hogql_fea... | 149 | 6,308 |
posthog | posthog/hogql/test/test_query.py | .py | import datetime
from decimal import Decimal
from typing import Any
from uuid import UUID
from zoneinfo import ZoneInfo
import pytest
from freezegun import freeze_time
from posthog.test.base import APIBaseTest, ClickhouseTestMixin, _create_event, _create_person, flush_persons_and_events
from unittest.mock import patch
... | 2,249 | 95,800 |
posthog | posthog/hogql/test/test_direct_clickhouse_query.py | .py | from uuid import uuid4
from posthog.test.base import APIBaseTest
from posthog.hogql.query import HogQLQueryExecutor
from products.warehouse_sources.backend.facade.models import DataWarehouseTable, ExternalDataSchema, ExternalDataSource
# Storage keys / URL pattern for direct-ClickHouse tables, duplicated as literal... | 138 | 6,482 |
posthog | posthog/hogql/compiler/javascript.py | .py | import re
import json
import dataclasses
from enum import StrEnum
from typing import Any, Optional
from posthog.hogql import ast
from posthog.hogql.base import AST
from posthog.hogql.compiler.javascript_stl import STL_FUNCTIONS, import_stl_functions
from posthog.hogql.errors import QueryError
from posthog.hogql.parser... | 655 | 26,101 |
posthog | posthog/hogql/compiler/bytecode.py | .py | import dataclasses
from collections.abc import Callable
from datetime import timedelta
from enum import StrEnum
from typing import TYPE_CHECKING, Any, Literal, Optional, cast
from posthog.hogql import ast
from posthog.hogql.base import AST
from posthog.hogql.context import HogQLContext
from posthog.hogql.errors import... | 1,126 | 43,000 |
posthog | posthog/hogql/compiler/test/test_bytecode.py | .py | import pytest
from posthog.test.base import BaseTest
from posthog.hogql.compiler.bytecode import create_bytecode, execute_hog, to_bytecode
from posthog.hogql.errors import QueryError, SyntaxError
from posthog.hogql.parser import parse_program
from common.hogvm.python.operation import (
HOGQL_BYTECODE_IDENTIFIER a... | 606 | 19,242 |
posthog | posthog/hogql/compiler/test/test_javascript.py | .py | from posthog.test.base import BaseTest
from posthog.hogql import ast
from posthog.hogql.compiler.javascript import JavaScriptCompiler, Local, _sanitize_identifier, to_js_expr, to_js_program
from posthog.hogql.errors import QueryError
class TestSanitizeIdentifier(BaseTest):
def test_valid_identifiers(self):
... | 261 | 11,484 |
posthog | posthog/hogql/helpers/test_timestamp_visitor.py | .py | from datetime import UTC, datetime, timedelta, timezone
import unittest
from parameterized import parameterized
from posthog.hogql import ast
from posthog.hogql.context import HogQLContext
from posthog.hogql.helpers.timestamp_visitor import (
IsEndOfDayConstantVisitor,
IsEndOfHourConstantVisitor,
IsSimpl... | 642 | 26,053 |
posthog | posthog/hogql/helpers/timestamp_visitor.py | .py | from abc import ABC, abstractmethod
from datetime import UTC, datetime
from typing import Optional
from posthog.hogql import ast
from posthog.hogql.ast import ArithmeticOperationOp
from posthog.hogql.context import HogQLContext
from posthog.hogql.database.models import DatabaseField
from posthog.hogql.errors import No... | 527 | 19,386 |
posthog | posthog/llm/test_gateway_client.py | .py | import json
from typing import get_args
import pytest
from unittest.mock import patch
from django.test import override_settings
from posthog.llm.gateway_client import (
AIGatewayConfig,
Product,
build_async_anthropic_client,
build_async_openai_client,
build_openai_client,
get_async_anthropic_... | 406 | 18,357 |
posthog | posthog/llm/test_gateway_internal_client.py | .py | import pytest
from unittest.mock import patch
import httpx
from posthog.llm.gateway_internal_client import (
ADMIN_ACTOR,
IDEMPOTENCY_KEY_HEADER,
INTERNAL_ACTOR_HEADER,
AIGatewayInternalError,
AIGatewayNotConfigured,
add_credit,
get_wallet,
)
def _response(status: int, payload: dict | No... | 174 | 8,056 |
posthog | posthog/llm/gateway_client.py | .py | import json
from collections.abc import Mapping
from typing import Literal
from urllib.parse import urlparse
from uuid import UUID, uuid5
from django.conf import settings
import httpx
import structlog
from anthropic import AsyncAnthropic
from openai import AsyncOpenAI, OpenAI
from posthog.dataclasses import frozen
... | 429 | 17,781 |
posthog | posthog/llm/completions.py | .py | import os
from functools import cache
from typing import Any, Optional
from django.conf import settings
import openai
import posthoganalytics
from posthoganalytics.ai.openai import OpenAI
@cache
def _get_openai_client() -> Optional[OpenAI]:
if not os.getenv("OPENAI_API_KEY"):
return None
return Open... | 55 | 1,908 |
posthog | posthog/llm/semantic_enrichment.py | .py | """Reusable core for LLM-drafted semantic descriptions.
Warehouse table enrichment and data-modeling view enrichment both draft one-sentence descriptions of
data assets so PostHog AI picks the right tables/columns and joins. The surface-specific orchestration
(what to enrich, how to build the prompt, where to persist)... | 231 | 10,169 |
posthog | posthog/llm/gateway_internal_client.py | .py | import dataclasses
from typing import Any
from django.conf import settings
import httpx
INTERNAL_API_TIMEOUT_SECONDS = 5.0
IDEMPOTENCY_KEY_HEADER = "Idempotency-Key"
INTERNAL_ACTOR_HEADER = "X-Internal-Actor"
# Ledger provenance tag (meta.source): admin-originated vs the billing path's
# "billing". The acting human ... | 153 | 5,181 |
posthog | posthog/dags/deletes.py | .py | import abc
import time
import uuid
from dataclasses import dataclass
from datetime import datetime
from functools import partial
from django.conf import settings
from django.db.models import Q
from django.utils import timezone
import dagster
import pydantic
from clickhouse_driver.client import Client
from more_iterto... | 955 | 34,238 |
posthog | posthog/dags/drop_materialized_column.py | .py | from typing import Literal
import dagster
from posthog.dags.common import JobOwners
class DropMaterializedColumnConfig(dagster.Config):
table: Literal["events", "person"] = "events"
column_names: list[str]
dry_run: bool = True
@dagster.op
def drop_materialized_columns_op(
context: dagster.OpExecut... | 35 | 964 |
posthog | posthog/dags/person_property_reconciliation_restore.py | .py | """Dagster job for restoring person properties from backup table.
This job reads backup entries created by the reconciliation job and restores
person properties with configurable conflict resolution strategies.
"""
import json
import time
from typing import Any
from django.conf import settings
import dagster
import... | 604 | 22,283 |
posthog | posthog/dags/orm_examples.py | .py | from django.db.models import Q
import dagster
from posthog.models.async_deletion import AsyncDeletion, DeletionType
@dagster.asset
def pending_deletions() -> list[AsyncDeletion]:
"""
Asset that fetches pending async deletions from Django ORM.
"""
pending_deletions = AsyncDeletion.objects.filter(
... | 32 | 961 |
posthog | posthog/dags/postgres_to_clickhouse_etl.py | .py | """ETL pipeline for syncing posthog_organization and posthog_team tables from Postgres to ClickHouse."""
import json
import uuid
from dataclasses import (
dataclass,
field as dataclass_field,
)
from datetime import datetime, timedelta
from typing import Any, Optional, Union
from django.conf import settings
i... | 1,089 | 41,722 |
posthog | posthog/dags/__init__.py | .py | import os
import django
# setup PostHog Django Project
os.environ.setdefault("DJANGO_SETTINGS_MODULE", "posthog.settings")
# Skip the self-capture API token initialization for Dagster
# This prevents hanging during database connection in app.ready()
os.environ["SERVER_GATEWAY_INTERFACE"] = "ASGI"
django.setup()
| 13 | 317 |
posthog | posthog/dags/fix_missing_person_overrides.py | .py | """Dagster job to automatically fix missing person_id overrides.
This job detects distinct_ids where the resolved person_id (using overrides) differs
from the person_id in person_distinct_id2, indicating that a problem has occurred
during ingestion, person merges, clickhouse migration, etc. (It has hard to know
which,... | 250 | 8,899 |
posthog | posthog/dags/export_query_log_archive_to_s3.py | .py | import dagster
import pydantic
from clickhouse_driver import Client
from posthog import settings
from posthog.clickhouse.client.connection import NodeRole
from posthog.clickhouse.cluster import ClickhouseCluster
from posthog.dags.common import JobOwners, settings_with_log_comment
from posthog.dags.common.resources imp... | 218 | 7,638 |
posthog | posthog/dags/person_property_reconciliation.py | .py | """Dagster job for reconciling person properties that were missed due to a bug where
PERSON_BATCH_WRITING_DB_WRITE_MODE=ASSERT_VERSION caused updatePersonAssertVersion()
to not properly merge properties.
This job reads events from ClickHouse to find property updates ($set, $set_once, $unset)
within a bug window, compa... | 2,585 | 104,800 |
posthog | posthog/dags/persondistinctids_without_person_cleanup.py | .py | """Dagster job for deleting posthog_persondistinctid rows that have no associated posthog_person_new rows."""
import os
import time
from typing import Any
import dagster
import psycopg2
import psycopg2.errors
from dagster_k8s import k8s_job_executor
from posthog.clickhouse.cluster import ClickhouseCluster
from posth... | 526 | 23,875 |
posthog | posthog/dags/sessions_v1_cleanup.py | .py | """
Dagster job for cleaning up sessions v1 rows that don't belong to allowed teams.
The sessions v1 table (sharded_sessions) is only used by grandfathered teams listed in
ALLOWED_TEAM_IDS. This job deletes any rows for teams not in that list.
"""
import dagster
from posthog.clickhouse.cluster import AlterTableMutat... | 80 | 2,843 |
posthog | posthog/dags/sessions.py | .py | import time
import base64
from collections.abc import Callable
from datetime import datetime, timedelta
from typing import Any, NoReturn, Optional
from django.conf import settings
import dagster
from clickhouse_driver import Client
from clickhouse_driver.errors import ErrorCodes
from dagster import (
AssetExecuti... | 857 | 35,872 |
posthog | posthog/dags/distinct_id_usage.py | .py | import io
import csv
from dataclasses import dataclass
from datetime import UTC, datetime, timedelta
import dagster
import pydantic
import dagster_slack
from clickhouse_driver import Client
from posthog import settings
from posthog.clickhouse.cluster import ClickhouseCluster
from posthog.dags.common import JobOwners,... | 395 | 14,076 |
posthog | posthog/dags/persons_without_distinct_ids_cleanup.py | .py | """Dagster job for deleting posthog_persons rows that have no associated posthog_persondistinctid rows."""
import time
from typing import Any
import dagster
import psycopg2
import psycopg2.errors
from dagster_k8s import k8s_job_executor
from posthog.clickhouse.cluster import ClickhouseCluster
from posthog.clickhouse... | 424 | 19,140 |
posthog | posthog/dags/detach_distinct_id.py | .py | """Dagster job to detach a distinct_id from its person.
Three cleanup phases, all required:
1. Postgres — delete posthog_persondistinctid row (stops future ingestion lookups).
2. Kafka — publish is_deleted to person_distinct_id2 (stops ClickHouse lookups).
3. Override — insert into person_distinct_id_overrides ... | 283 | 10,454 |
posthog | posthog/dags/backfill_materialized_column.py | .py | import datetime
import itertools
from collections import defaultdict
from collections.abc import Callable, Iterator, Mapping
from typing import ClassVar, TypeVar, cast
import dagster
import pydantic
from clickhouse_driver import Client
from dateutil.relativedelta import relativedelta
from posthog import settings
from... | 202 | 8,183 |
posthog | posthog/dags/property_definitions.py | .py | import datetime
from dataclasses import dataclass
import dagster
import pydantic
from posthog.clickhouse.cluster import ClickhouseCluster, Query
from posthog.dags.common import JobOwners
from products.event_definitions.backend.models.property_definition import PropertyDefinition
@dataclass(frozen=True)
class TimeR... | 342 | 13,501 |
posthog | posthog/dags/delete_persons_from_trigger_log.py | .py | """Dagster job for deleting posthog_person_new rows (cascading to N associated posthog_persondistinctid rows)
that are present in the trigger log table used to capture deletes on the unpartitioned DB while we
transitioned to the new, partitioned DB."""
import time
from typing import Any
import dagster
import psycopg2... | 395 | 16,489 |
posthog | posthog/dags/add_index_to_materialized_column.py | .py | from typing import Literal
import dagster
from clickhouse_driver import Client
from posthog.clickhouse.cluster import ClickhouseCluster
from posthog.dags.common import JobOwners
from posthog.settings import TEST
from ee.clickhouse.materialized_columns.columns import (
BloomFilterIndex,
BloomFilterLowerIndex,... | 154 | 5,306 |
posthog | posthog/dags/part_breaker.py | .py | """
Automated ClickHouse Part Breaker
Finds oversized parts across sharded ClickHouse tables and breaks them into smaller
parts. Target workload is configurable via PART_BREAKER_WORKLOAD.
Tables to scan are configured via the PART_BREAKER_ELIGIBLE_TABLES env var
(comma-separated list of table names). If not set, the ... | 1,406 | 60,920 |
posthog | posthog/dags/create_materialized_column.py | .py | from typing import Literal
import dagster
from posthog.dags.common import JobOwners
class MaterializeColumnConfig(dagster.Config):
table: Literal["events", "person"] = "events"
table_column: Literal["properties", "group_properties", "person_properties"] = "properties"
properties: list[str]
backfill_... | 40 | 1,233 |
posthog | posthog/dags/ingestion_assets.py | .py | import os
import dagster
@dagster.asset
def postgres_env_check(context: dagster.AssetExecutionContext) -> None:
"""
Simple asset that prints PostgreSQL environment variables being used.
Useful for debugging connection configuration.
"""
env_vars = {
"POSTGRES_HOST": os.getenv("POSTGRES_HO... | 23 | 773 |
posthog | posthog/dags/data_deletion_requests.py | .py | import time
from collections.abc import Callable
from dataclasses import dataclass, field
from datetime import UTC, datetime, timedelta
from functools import partial
from django.conf import settings as django_settings
import dagster
import pydantic
from clickhouse_driver import Client
# Pre-warm the HogQL → HogVM by... | 1,688 | 74,112 |
posthog | posthog/dags/person_overrides.py | .py | import uuid
import datetime
from dataclasses import dataclass
from functools import partial
import dagster
import pydantic
from clickhouse_driver import Client
from posthog import settings
from posthog.clickhouse.cluster import AlterTableMutationRunner, ClickhouseCluster, MutationWaiter
from posthog.dags.common impor... | 350 | 14,001 |
posthog | posthog/dags/backups.py | .py | import re
import time
from collections.abc import Callable
from dataclasses import dataclass
from datetime import UTC, datetime
from typing import Any, Optional
from django.conf import settings
import dagster
import pydantic
import botocore.exceptions
from clickhouse_driver import Client
from dagster_aws.s3 import S3... | 822 | 30,934 |
posthog | posthog/dags/ch_examples.py | .py | import dagster
from posthog.clickhouse.client import sync_execute # noqa
class ClickHouseConfig(dagster.Config):
result_path: str = "/tmp/clickhouse_version.txt"
@dagster.asset
def get_clickhouse_version(config: ClickHouseConfig) -> dagster.MaterializeResult:
version = sync_execute("SELECT version()")[0][... | 25 | 718 |
posthog | posthog/dags/backfill_user_auth_sessions.py | .py | """Dagster job to backfill user_id/login_method onto pre-swap django_session rows.
The session store stamps user_id on every new/active session, so this only sweeps the idle
long-tail of sessions that pre-date the engine swap. It is idempotent (it touches only rows where
user_id is NULL) and batched, so it is safe to ... | 48 | 1,930 |
posthog | posthog/dags/backfill_internal_test_users_cohort.py | .py | import dagster
from posthog.dags.common import JobOwners
from posthog.dags.common.ops import get_all_team_ids_op
from posthog.models.team import Team
from products.cohorts.backend.models.cohort import INTERNAL_TEST_USERS_COHORT_NAME, Cohort, CohortKind
# Standard filter: matches people with $internal_or_test_user se... | 115 | 4,094 |
posthog | posthog/dags/test_events_backfill_to_duckling.py | .py | import os
from datetime import UTC, date, datetime, timedelta
from typing import Any, cast
import pytest
from unittest.mock import MagicMock, call, patch
import duckdb
import psycopg
from parameterized import parameterized
from posthog.dags.common import JobOwners
from posthog.dags.events_backfill_to_duckling import... | 2,619 | 121,534 |
posthog | posthog/dags/slack_alerts.py | .py | import re
from django.conf import settings
import dagster
import dagster_slack
from dagster import DagsterRunStatus, RunsFilter
from slack_sdk.errors import SlackApiError
from posthog.dags.common import JobOwners
notification_channel_per_team = {
JobOwners.TEAM_ANALYTICS_PLATFORM.value: "#alerts-analytics-platf... | 222 | 10,122 |
posthog | posthog/dags/fix_person_id_overrides.py | .py | """Dagster job to insert person_id overrides for distinct_ids.
Given a list of "bugged" distinct_ids, for each one:
1. Find its person_id in person_distinct_id2
2. Find ALL other distinct_ids mapped to that same person_id
3. Insert ALL of them into person_distinct_id_overrides
"""
from typing import Optional
import ... | 183 | 6,561 |
posthog | posthog/dags/backfill_persons_on_events_mode.py | .py | """
Dagster job that persists each team's resolved `personsOnEventsMode` into
`Team.modifiers["personsOnEventsMode"]`.
Background: `set_default_modifier_values` currently fills `personsOnEventsMode`
by evaluating a feature flag locally at request time. The local SDK flag-cache
state varies across web pods (cold-start,... | 238 | 10,047 |
posthog | posthog/dags/persons_new_backfill.py | .py | """Dagster job for backfilling posthog_persons data from source to destination Postgres database."""
import os
import time
from typing import Any
import dagster
import psycopg2
import psycopg2.errors
from dagster_k8s import k8s_job_executor
from posthog.clickhouse.cluster import ClickhouseCluster
from posthog.clickh... | 405 | 16,920 |
posthog | posthog/dags/events_backfill_to_duckling.py | .py | """
Dagster job to backfill ClickHouse events to customer-specific ducklings.
This job exports events from ClickHouse's `posthog.events` table to customer S3 buckets
as Parquet files, then registers those files with their DuckLake catalog.
This job targets individual customer "ducklings" - isolated DuckLake instances... | 3,630 | 159,434 |
posthog | posthog/dags/tests/test_persons_without_distinct_ids_cleanup.py | .py | """Tests for the posthog_persons without distinct_ids in posthog_persondistinctid cleanup job."""
from unittest.mock import MagicMock, patch
import psycopg2
from dagster import build_op_context
from posthog.dags.persons_without_distinct_ids_cleanup import (
PersonsNoDistinctIdsCleanupConfig,
create_chunks_fo... | 676 | 28,534 |
posthog | posthog/dags/tests/test_loggers.py | .py | import logging
import importlib
import pytest
import dagster
from posthog.dags.common.loggers import structlog_console_logger
from posthog.dags.locations import loggers
# Every code location module under `posthog/dags/locations/`. The sweep below
# guards against a new location forgetting to wire `loggers=loggers`.... | 79 | 2,591 |
posthog | posthog/dags/tests/test_slack_alerts.py | .py | from unittest import mock
import dagster
from dagster import DagsterRunStatus
from slack_sdk.errors import SlackApiError
from posthog.dags.common import JobOwners
from posthog.dags.slack_alerts import (
SLACK_SECTION_TEXT_LIMIT,
_truncate_for_slack,
get_job_owner_for_alert,
send_slack_alert,
shoul... | 302 | 12,482 |
posthog | posthog/dags/tests/test_data_deletion_requests.py | .py | import json
from dataclasses import replace
from datetime import UTC, datetime, timedelta
from functools import partial
from uuid import uuid4
import pytest
from unittest.mock import patch
from django.utils import timezone
import dagster
from clickhouse_driver import Client
from dagster import build_op_context
from... | 2,344 | 92,762 |
posthog | posthog/dags/tests/test_persondistinctids_without_person_cleanup.py | .py | """Tests for the posthog_persons without distinct_ids in posthog_persondistinctid cleanup job."""
from unittest.mock import MagicMock, patch
import psycopg2
from dagster import build_op_context
from posthog.dags.persondistinctids_without_person_cleanup import (
PersonsDistinctIdsNoPersonCleanupConfig,
create... | 780 | 33,570 |
posthog | posthog/dags/tests/test_common_ops.py | .py | import pytest
from dagster import build_op_context
from parameterized import parameterized
from posthog.dags.common.ops import get_all_team_ids_op
def _collect_batches(op_config: dict) -> list[list[int]]:
return [output.value for output in get_all_team_ids_op(build_op_context(op_config=op_config))]
class Test... | 44 | 1,529 |
posthog | posthog/dags/tests/dagster_pg_fixtures.py | .py | # ---------------------------------------------------------------------------
# PostgreSQL-backed DagsterInstance fixtures for tests
#
# Dagster's default ephemeral instance uses in-memory SQLite for event log and
# run storage. Under concurrent writes (common in Dagster job execution) this
# causes intermittent "datab... | 99 | 3,568 |
posthog | posthog/dags/tests/test_backfill_materialized_column.py | .py | import time
import contextlib
from collections.abc import Iterator, Mapping
from datetime import datetime
from uuid import UUID
import pytest
from posthog.test.base import materialized
import dagster
import pydantic
from clickhouse_driver import Client
from posthog.clickhouse.cluster import ClickhouseCluster, Query
... | 184 | 7,901 |
posthog | posthog/dags/tests/test_fix_missing_person_overrides.py | .py | from datetime import datetime
from uuid import UUID, uuid4
from posthog.test.base import BaseTest, ClickhouseTestMixin, _create_event, flush_persons_and_events
from posthog.clickhouse.client import sync_execute
from posthog.dags.fix_missing_person_overrides import (
fix_missing_person_overrides_job,
get_exist... | 425 | 15,603 |
posthog | posthog/dags/tests/test_distinct_id_usage.py | .py | from datetime import UTC, datetime
from unittest import mock
import dagster
from posthog.clickhouse.cluster import ClickhouseCluster, Query
from posthog.dags.distinct_id_usage import (
BurstEvent,
DistinctIdUsageMonitoringConfig,
HighCardinalityTeam,
HighUsageDistinctId,
MonitoringResults,
ge... | 248 | 8,460 |
posthog | posthog/dags/tests/test_backups.py | .py | import uuid
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Optional
from uuid import UUID
import pytest
from unittest.mock import MagicMock, patch
import boto3
import dagster
import botocore.exceptions
from clickhouse_driver import Client
from dagster_aws.s3 import S3Re... | 715 | 24,916 |
posthog | posthog/dags/tests/test_persons_new_backfill.py | .py | """Tests for the persons new backfill job."""
from unittest.mock import MagicMock, patch
import psycopg2.errors
from dagster import build_op_context
from posthog.dags.persons_new_backfill import (
PersonsNewBackfillConfig,
copy_chunk,
create_chunks_for_pnb,
get_id_range_for_pnb,
)
class TestCreateC... | 605 | 25,960 |
posthog | posthog/dags/tests/test_sessions.py | .py | from contextlib import contextmanager
from datetime import datetime
import pytest
from unittest.mock import MagicMock, call, patch
import dagster
from parameterized import parameterized
from posthog.dags.sessions import (
BACKFILL_PROGRESS_TTL_SECONDS,
MAX_UINT64,
OOM_RETRY_SUB_CHUNKS,
ExperimentalSe... | 411 | 18,241 |
posthog | posthog/dags/tests/test_fix_person_id_overrides.py | .py | from datetime import datetime
from uuid import UUID
from posthog.test.base import BaseTest, ClickhouseTestMixin
from posthog.clickhouse.client import sync_execute
from posthog.dags.fix_person_id_overrides import (
fix_person_id_overrides_job,
get_all_distinct_ids_for_person,
get_existing_override,
get... | 319 | 11,170 |
posthog | posthog/dags/tests/test_person_property_reconciliation.py | .py | """Tests for the person property reconciliation job.
For comprehensive documentation including architecture diagrams and example configs, see:
posthog/dags/PERSON_PROPERTY_RECONCILIATION.md
"""
import os
import json
from datetime import UTC, datetime, timedelta
from typing import Any
from uuid import UUID
import... | 8,232 | 332,598 |
posthog | posthog/dags/tests/test_person_overrides.py | .py | from datetime import datetime, timedelta
from uuid import UUID
import dagster
from clickhouse_driver import Client
from posthog.clickhouse.cluster import ClickhouseCluster
from posthog.dags.person_overrides import (
GetExistingDictionaryConfig,
PersonOverridesSnapshotDictionary,
PersonOverridesSnapshotTab... | 148 | 6,309 |
posthog | posthog/dags/tests/test_postgres_to_clickhouse_etl.py | .py | """Tests for the Postgres to ClickHouse ETL pipeline."""
import json
from datetime import datetime, timedelta
from decimal import Decimal
import pytest
from freezegun import freeze_time
from unittest.mock import MagicMock, patch
from dagster import build_op_context
from posthog.dags.postgres_to_clickhouse_etl impor... | 540 | 21,252 |
posthog | posthog/dags/tests/test_deletes.py | .py | from datetime import datetime, timedelta
from functools import partial
from typing import cast
from uuid import UUID
import pytest
from freezegun import freeze_time
from clickhouse_driver import Client
from posthog.clickhouse.cluster import ClickhouseCluster
from posthog.dags.deletes import (
AdhocEventDeletesDi... | 678 | 26,920 |
posthog | posthog/dags/tests/test_sessions_v1_cleanup.py | .py | import uuid
from datetime import datetime
from functools import partial
import pytest
from clickhouse_driver import Client
from posthog.clickhouse.cluster import ClickhouseCluster
from posthog.dags.sessions_v1_cleanup import sessions_v1_cleanup_job
from posthog.models.sessions.sql import ALLOWED_TEAM_IDS, SESSIONS_D... | 155 | 5,799 |
posthog | posthog/dags/tests/test_backfill_internal_test_users_cohort.py | .py | import pytest
from dagster import build_op_context
from posthog.dags.backfill_internal_test_users_cohort import (
_INTERNAL_TEST_USERS_FILTERS,
create_internal_test_users_cohorts_op,
)
from posthog.models.organization import Organization
from posthog.models.team import Team
from products.cohorts.backend.mode... | 24 | 885 |
posthog | posthog/dags/tests/test_backfill_persons_on_events_mode.py | .py | """Tests for the persons-on-events-mode backfill job."""
import pytest
from posthog.test.base import BaseTest
from unittest.mock import MagicMock, patch
from dagster import build_op_context
from parameterized import parameterized
from posthoganalytics.types import FeatureFlag, FlagMetadata
from posthog.schema import... | 282 | 10,701 |
posthog | posthog/dags/tests/test_events_backfill_to_duckling.py | .py | import re
import uuid
from collections.abc import Iterator
from contextlib import closing
from dataclasses import dataclass
from typing import Any
import pytest
from unittest.mock import patch
from django.db import connection as django_connection
import psycopg
from dagster import build_asset_context
from parameteri... | 247 | 10,928 |
posthog | posthog/dags/tests/test_person_property_reconciliation_restore.py | .py | """Integration tests for the person property restore job.
These tests use real database connections, not mocks.
"""
import json
import uuid as uuid_module
from datetime import UTC, datetime
import pytest
from posthog.dags.person_property_reconciliation_restore import (
compute_restore_diff,
fetch_backup_ent... | 1,927 | 78,416 |
posthog | posthog/dags/tests/test_detach_distinct_id.py | .py | import uuid as uuid_module
import contextlib
from uuid import UUID
import pytest
from unittest.mock import MagicMock, patch
from posthog.dags.detach_distinct_id import (
_count_other_distinct_ids,
_delete_distinct_id_row,
_insert_ch_override,
_lookup_distinct_id,
_publish_deletion_to_kafka,
de... | 512 | 20,641 |
posthog | posthog/dags/tests/test_property_definitions.py | .py | import json
import time
from dataclasses import dataclass
from datetime import datetime, timedelta
from uuid import UUID
import dagster
from posthog.clickhouse.cluster import ClickhouseCluster, Query
from posthog.dags.property_definitions import (
DetectPropertyTypeExpression,
PropertyDefinitionsConfig,
p... | 238 | 11,172 |
posthog | posthog/dags/tests/test_delete_persons_from_trigger_log.py | .py | """Tests for the delete persons from trigger log job."""
from unittest.mock import MagicMock, patch
import psycopg2
from dagster import build_op_context
from posthog.dags.delete_persons_from_trigger_log import (
DeletePersonsFromTriggerLogConfig,
create_team_chunks_for_dpft,
get_team_ids_for_dpft,
sc... | 462 | 18,494 |
posthog | posthog/dags/tests/conftest.py | .py | # explicit fixture import is needed as autodiscovery doesn't work due to package layout
from posthog.conftest import django_db_setup
__all__ = ["django_db_setup"]
from collections.abc import Iterator
from datetime import datetime
from uuid import UUID
import pytest
from posthog.test.base import reset_clickhouse_data... | 107 | 4,110 |
posthog | posthog/dags/tests/max_ai/test_run_evaluation.py | .py | from uuid import uuid4
import pytest
from posthog.test.base import setup_test_organization_team_and_user
from unittest.mock import patch
import dagster
from pydantic import ValidationError
from products.ai_observability.backend.dataset_service import (
archive_dataset,
archive_dataset_item,
create_datase... | 149 | 5,205 |
posthog | posthog/dags/tests/max_ai/test_snapshot_team_data.py | .py | import pytest
from unittest.mock import MagicMock, patch
import dagster
from dagster import OpExecutionContext
from dagster_aws.s3.resources import S3Resource
from posthog.schema import (
ActorsPropertyTaxonomyResponse,
CachedEventTaxonomyQueryResponse,
CachedTeamTaxonomyQueryResponse,
EventTaxonomyIt... | 361 | 12,975 |
posthog | posthog/dags/tests/max_ai/test_utils.py | .py | from datetime import datetime
from typing import Any, cast
from uuid import UUID
import pytest
from django.conf import settings
from dagster_aws.s3 import S3Resource
from fastavro import reader
from pydantic_avro import AvroBase
from products.posthog_ai.dags.utils import (
EVALS_S3_BUCKET,
EVALS_S3_PREFIX,
... | 721 | 25,754 |
posthog | posthog/dags/scripts/extract_reconciliation_results.py | .py | #!/usr/bin/env python3
# ruff: noqa: T201 - CLI script uses print for output
"""
Extract failed team IDs from person property reconciliation job runs via Dagster Cloud GraphQL API.
Usage:
export DAGSTER_CLOUD_TOKEN="<USER_TOKEN>"
python posthog/dags/scripts/extract_reconciliation_results.py \
--org pos... | 649 | 22,762 |
posthog | posthog/dags/locations/posthog_ai.py | .py | import dagster
from dagster_docker import PipesDockerClient
from products.posthog_ai.dags.run_evaluation import run_evaluation
from . import loggers, resources
defs = dagster.Definitions(
jobs=[run_evaluation],
loggers=loggers,
resources={
**resources,
"docker_pipes_client": PipesDockerCl... | 16 | 337 |
posthog | posthog/dags/locations/logs.py | .py | import dagster
from posthog.dags import backups
from . import loggers, resources
defs = dagster.Definitions(
jobs=[
backups.non_sharded_backup,
],
schedules=[
backups.full_logs_backup_schedule,
backups.incremental_logs_backup_schedule,
],
loggers=loggers,
resources=res... | 18 | 330 |
posthog | posthog/dags/locations/__init__.py | .py | from django.conf import settings
import dagster
import dagster_slack
from dagster_aws.s3.io_manager import s3_pickle_io_manager
from dagster_aws.s3.resources import S3Resource
from posthog.dags.common.loggers import structlog_console_logger
from posthog.dags.common.resources import (
ClayWebhookResource,
Clic... | 107 | 4,890 |
posthog | posthog/dags/locations/shared.py | .py | import dagster
from posthog.clickhouse.cluster import ClickhouseCluster
from posthog.clickhouse.custom_metrics import MetricsClient
from posthog.dags import slack_alerts
from . import loggers, resources
def report_job_status_metric(
context: dagster.RunStatusSensorContext, cluster: dagster.ResourceParam[Clickho... | 45 | 1,354 |
posthog | posthog/dags/locations/signals.py | .py | import dagster
from products.signals.dags.inbox_ranking.common import is_inbox_ranking_registered
from products.signals.dags.inbox_ranking.dataset import dag as inbox_ranking_dataset
from . import loggers, resources
# The inbox-ranking dataset reads US Postgres/ClickHouse plus the US dogfood project's label
# events... | 26 | 1,047 |
posthog | posthog/dags/locations/data_stack.py | .py | import dagster
from posthog.dags import events_backfill_to_duckling
from products.data_warehouse.backend.facade.dags import managed_viewset_sync
from . import loggers, resources
defs = dagster.Definitions(
assets=[
events_backfill_to_duckling.duckling_events_backfill,
events_backfill_to_duckling... | 28 | 931 |
posthog | posthog/dags/locations/ingestion.py | .py | import dagster
from posthog.dags import (
delete_persons_from_trigger_log,
detach_distinct_id,
distinct_id_usage,
ingestion_assets,
person_property_reconciliation,
persondistinctids_without_person_cleanup,
persons_new_backfill,
persons_without_distinct_ids_cleanup,
)
from . import logg... | 38 | 1,181 |
posthog | posthog/dags/locations/growth.py | .py | import dagster
from products.growth.dags import (
ai_enrichment,
github_sdk_versions,
identity_matching,
oauth,
product_push_campaigns,
team_production_event_activation,
user_product_list,
)
from . import loggers, resources
jobs = [
oauth.oauth_clear_expired_oauth_tokens_job,
gith... | 49 | 1,821 |
posthog | posthog/dags/locations/revenue_analytics.py | .py | import dagster
from products.revenue_analytics.dags import exchange_rate
from . import loggers, resources
defs = dagster.Definitions(
assets=[
exchange_rate.daily_exchange_rates,
exchange_rate.hourly_exchange_rates,
exchange_rate.daily_exchange_rates_in_clickhouse,
exchange_rate.h... | 25 | 656 |
posthog | posthog/dags/locations/clickhouse.py | .py | import dagster
from posthog.dags import (
add_index_to_materialized_column,
backfill_materialized_column,
backups,
ch_examples,
create_materialized_column,
data_deletion_requests,
deletes,
drop_materialized_column,
export_query_log_archive_to_s3,
fix_missing_person_overrides,
... | 74 | 2,852 |
posthog | posthog/dags/locations/billing.py | .py | import dagster
from ee.billing.dags.customer_archetype import (
archetype_account_data,
archetype_classify_and_sync,
archetype_job,
archetype_weekly_schedule,
)
from ee.billing.dags.job_switchers import job_switchers_daily_schedule, job_switchers_job, job_switchers_to_clay
from ee.billing.dags.productl... | 34 | 918 |
posthog | posthog/dags/locations/analytics_platform.py | .py | import dagster
from posthog.dags import sessions, sessions_v1_cleanup
from posthog.dags.backfill_internal_test_users_cohort import backfill_internal_test_users_cohort_job
from posthog.dags.backfill_persons_on_events_mode import backfill_persons_on_events_mode_job
from posthog.dags.backfill_user_auth_sessions import ba... | 28 | 1,003 |
posthog | posthog/dags/locations/web_analytics.py | .py | import dagster
from posthog.settings import TEST
from products.marketing_analytics.dags import marketing_precompute
from products.web_analytics.dags import (
cache_favicons,
cache_warming,
clear_oom_pins,
eager_web_analytics_precompute,
web_analytics_watchdog,
web_dimensional_precompute,
w... | 70 | 2,797 |
posthog | posthog/dags/common/utils.py | .py | import json
import hashlib
import polars as pl
def compute_dataframe_hashes(df: pl.DataFrame) -> pl.DataFrame:
"""Add a data_hash column for incremental change detection.
Each row is serialized to a deterministic JSON string and hashed with SHA-256,
truncated to 16 hex characters. Pipelines compare thes... | 21 | 692 |
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