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 | products/cdp/backend/admin/plugin_attachment_inline.py | .py | import json
from django.contrib import admin
from django.db.models import Model
from django.http import HttpRequest
from django.utils.html import format_html
from products.cdp.backend.models.plugin import PluginAttachment
ATTACHMENT_PREVIEW_SIZE_LIMIT_BYTES = 1024 * 1024
class PluginAttachmentInline(admin.StackedI... | 49 | 1,830 |
posthog | products/cdp/backend/admin/plugin_config_admin.py | .py | from django.contrib import admin
from django.utils.html import format_html
from products.cdp.backend.admin.plugin_attachment_inline import PluginAttachmentInline
from products.cdp.backend.models.plugin import PluginConfig
@admin.register(PluginConfig)
class PluginConfigAdmin(admin.ModelAdmin):
list_select_relate... | 66 | 1,956 |
posthog | products/cdp/backend/admin/hog_function_admin.py | .py | from datetime import timedelta
from io import StringIO
from django import forms
from django.contrib import admin, messages
from django.core.management import call_command
from django.shortcuts import render
from django.urls import path, reverse
from django.utils.html import format_html
from posthog.management.command... | 200 | 7,533 |
posthog | products/cdp/backend/admin/plugin_admin.py | .py | from django.contrib import admin
from django.utils.html import format_html
from products.cdp.backend.models.plugin import Plugin
@admin.register(Plugin)
class PluginAdmin(admin.ModelAdmin):
list_display = ("id", "name", "organization_id", "is_global")
list_display_links = ("id", "name")
list_filter = ("p... | 69 | 1,979 |
posthog | products/web_analytics/dags/web_preaggregated_asset_checks.py | .py | import time
from datetime import UTC, datetime, timedelta
from typing import Any, Optional, cast
import chdb
import structlog
from dagster import AssetCheckExecutionContext, AssetCheckResult, AssetCheckSeverity, Field, MetadataValue, asset_check
from posthog.schema import DateRange, HogQLQueryModifiers, WebOverviewIt... | 575 | 23,952 |
posthog | products/web_analytics/dags/eager_web_analytics_precompute.py | .py | """Eager web analytics precompute — hourly baseline warming.
.. deprecated::
Being wound down — prefer the lazy-on-read path, do not extend this matrix.
This warmer only covers a *single* point in query-param space (unfiltered
`properties=[]`, `filterTestAccounts=True`, `limit=10`, the fixed
`BASELINE... | 712 | 36,065 |
posthog | products/web_analytics/dags/cache_warming.py | .py | import os
import re
import gzip
import json
import time
import zlib
import random
import threading
import statistics
from concurrent.futures import FIRST_COMPLETED, ThreadPoolExecutor, wait
from datetime import datetime, timedelta
from typing import TYPE_CHECKING, Optional
from django.core.exceptions import ObjectDoes... | 1,233 | 64,399 |
posthog | products/web_analytics/dags/web_analytics_watchdog.py | .py | import os
from datetime import UTC, datetime, timedelta
import dagster
import pydantic
from dagster import AssetExecutionContext, MetadataValue
from posthog.clickhouse.client import sync_execute
from posthog.clickhouse.query_tagging import tags_context
from posthog.dags.common import JobOwners, dagster_tags
from pro... | 325 | 13,088 |
posthog | products/web_analytics/dags/clear_oom_pins.py | .py | """Operator job to list or clear web-analytics precompute OOM pins.
A pinned team's precompute inserts are capped to 1-day windows (set reactively after a
MEMORY_LIMIT_EXCEEDED insert, self-expiring in 14 days). Clear a pin when the underlying
pressure is gone, e.g. after a cluster upscale or a stored-row cap reductio... | 64 | 2,353 |
posthog | products/web_analytics/dags/web_preaggregated_team_selection.py | .py | import os
from typing import Any, cast
import dagster
from clickhouse_driver import Client
from posthog.clickhouse.client import sync_execute
from posthog.clickhouse.cluster import ClickhouseCluster
from posthog.dags.common import JobOwners, settings_with_log_comment
from posthog.models.team.team import Team
from pos... | 237 | 9,020 |
posthog | products/web_analytics/dags/web_pre_aggregated_accuracy.py | .py | from datetime import datetime, timedelta
import dagster
import pydantic
from dagster import AssetExecutionContext, MetadataValue, WeeklyPartitionsDefinition, asset
from posthog.clickhouse.client import sync_execute
from posthog.clickhouse.query_tagging import tags_context
from posthog.dags.common import JobOwners, da... | 211 | 8,757 |
posthog | products/web_analytics/dags/web_preaggregated.py | .py | import os
from collections.abc import Callable
from datetime import UTC, datetime, timedelta
from functools import wraps
from typing import Union
import dagster
from dagster import BackfillPolicy, DailyPartitionsDefinition
from posthog.schema import ProductKey
from posthog.clickhouse import query_tagging
from postho... | 330 | 12,298 |
posthog | products/web_analytics/dags/cache_favicons.py | .py | from typing import cast
from urllib.parse import urlparse
from django.conf import settings
import httpx
import dagster
from dagster_aws.s3 import S3Resource
from posthog.clickhouse.client import sync_execute
from posthog.dags.common import JobOwners
from posthog.models.team import Team
def get_last_cached_domains(... | 243 | 9,751 |
posthog | products/web_analytics/dags/web_preaggregated_utils.py | .py | import os
from collections.abc import Callable
from datetime import datetime, timedelta
from functools import partial
from typing import Optional
import dagster
from dagster import Array, Backoff, DagsterRunStatus, Field, Jitter, RetryPolicy, RunsFilter, SkipReason
from posthog.clickhouse.client.connection import Nod... | 208 | 8,553 |
posthog | products/web_analytics/dags/web_dimensional_precompute.py | .py | """Scheduled population of the fixed-dimension web precompute tables.
This job drives the precomputation framework: for each selected team it calls
`ensure_*_dimensional_precomputed` over a rolling 90-day window, and the
framework splits that into daily jobs, tracks them in Postgres
(`PreaggregationJob`) and only (re)... | 190 | 8,525 |
posthog | products/web_analytics/dags/tests/test_web_preaggregated_asset_checks.py | .py | from products.web_analytics.dags.web_preaggregated_asset_checks import create_accuracy_check_result
def test_create_accuracy_check_result_handles_integer_values_for_dagster():
"""
Test that create_accuracy_check_result properly handles integer values that would
cause Dagster's MetadataValue.float() to fai... | 43 | 1,708 |
posthog | products/web_analytics/dags/tests/test_clear_oom_pins.py | .py | import dagster
from posthog import redis
from products.web_analytics.backend.hogql_queries.web_lazy_precompute_common import (
_oom_pin_key,
is_team_oom_pinned,
pin_team_oom,
)
from products.web_analytics.dags.clear_oom_pins import web_analytics_clear_precompute_oom_pins_job
TEAMS = (901901, 901902)
de... | 51 | 1,575 |
posthog | products/web_analytics/dags/tests/test_cache_warming.py | .py | import gzip
import json
import threading
from types import SimpleNamespace
from posthog.test.base import BaseTest
from unittest.mock import MagicMock, patch
from django.utils.dateparse import parse_datetime
import dagster
from parameterized import parameterized
from posthog.clickhouse.query_tagging import Feature, ... | 1,094 | 51,034 |
posthog | products/web_analytics/dags/tests/test_cache_favicons.py | .py | import pytest
from unittest.mock import Mock, patch
from products.web_analytics.dags.cache_favicons import (
get_authorized_domains,
get_last_cached_domains,
upload_if_missing,
)
class TestGetLastCachedDomains:
@pytest.mark.parametrize(
"asset_key",
["cache_favicons", "cache_authorize... | 262 | 11,001 |
posthog | products/web_analytics/dags/tests/test_web_dimensional_precompute.py | .py | import os
from datetime import UTC, datetime
from posthog.test.base import APIBaseTest
from unittest.mock import patch
import dagster
from posthog.models import Organization, Team
from products.web_analytics.dags.web_dimensional_precompute import (
DEFAULT_ROLLOUT_TEAM_IDS,
PRECOMPUTE_CHUNK_DAYS,
PRECOM... | 155 | 7,567 |
posthog | products/web_analytics/dags/tests/test_web_preaggregated_team_selection.py | .py | import os
import pytest
from posthog.test.base import APIBaseTest
from unittest.mock import Mock, patch
import dagster
from posthog.models.team.team import Team
from posthog.models.web_preaggregated.team_selection import (
DEFAULT_ENABLED_TEAM_IDS,
DEFAULT_WEEKLY_PAGEVIEWS_THRESHOLD,
get_teams_by_weekly_... | 682 | 27,760 |
posthog | products/web_analytics/dags/tests/test_eager_web_analytics_precompute.py | .py | from collections.abc import MutableMapping
from contextlib import contextmanager
from datetime import timedelta
from typing import Any
from posthog.test.base import APIBaseTest
from unittest.mock import Mock, patch
from django.test import override_settings
from django.utils import timezone
import dagster
from parame... | 460 | 22,442 |
posthog | products/web_analytics/dags/tests/test_web_preaggregated_utils.py | .py | import inspect
from unittest.mock import Mock
from dagster import DagsterInstance, DagsterRunStatus, RunsFilter, SkipReason, job, op, schedule
import products.web_analytics.dags.web_preaggregated as wp
from products.web_analytics.dags.web_preaggregated import (
web_pre_aggregate_current_day_schedule,
web_pre... | 193 | 7,451 |
posthog | products/web_analytics/dags/tests/test_web_analytics_watchdog.py | .py | import datetime
from typing import Any
import pytest
from freezegun import freeze_time
from unittest.mock import Mock, patch
import dagster
from products.web_analytics.dags.web_analytics_watchdog import (
build_remediation_configs,
check_partition_accuracy,
web_analytics_watchdog,
web_analytics_watch... | 340 | 13,196 |
posthog | products/web_analytics/scripts/refresh_bot_ip_ranges.py | .py | #!/usr/bin/env python3
"""Refresh the bot IP ranges vendored in bot_ip_networks.py.
Crawler operators publish the IP ranges their bots run from as machine-readable
JSON (all use Google's `prefixes` format). Some of that traffic (notably
Google's mobile rendering service and ChatGPT's browsing) uses real browser
user a... | 107 | 5,250 |
posthog | products/web_analytics/backend/apps.py | .py | from django.apps import AppConfig
class WebAnalyticsConfig(AppConfig):
default_auto_field = "django.db.models.BigAutoField"
name = "products.web_analytics.backend"
label = "web_analytics"
| 8 | 202 |
posthog | products/web_analytics/backend/serializers.py | .py | from rest_framework import serializers
class WoWChangeSerializer(serializers.Serializer):
percent = serializers.IntegerField(help_text="Absolute percentage change, rounded to nearest integer.")
direction = serializers.ChoiceField(
choices=["Up", "Down"], help_text="Direction of the change relative to ... | 94 | 5,472 |
posthog | products/web_analytics/backend/max_tools.py | .py | import json
import asyncio
import logging
from datetime import date
from typing import Any, Literal
from urllib.parse import urlsplit, urlunsplit
from langchain_core.prompts import ChatPromptTemplate
from pydantic import BaseModel, Field
from posthog.schema import PropertyType, PropertyValuesQuery, WebAnalyticsAssist... | 1,034 | 43,469 |
posthog | products/web_analytics/backend/routes.py | .py | from posthog.api.routing import RouterRegistry
from products.web_analytics.backend.api import WebAnalyticsViewSet
from products.web_analytics.backend.api.heatmaps_api import (
HeatmapScreenshotViewSet,
HeatmapViewSet,
LegacyHeatmapViewSet,
SavedHeatmapViewSet,
)
from products.web_analytics.backend.api.... | 43 | 1,786 |
posthog | products/web_analytics/backend/weekly_digest.py | .py | from django.conf import settings
import structlog
from posthog.schema import (
CompareFilter,
DateRange,
ProductKey,
WebAnalyticsOrderByDirection,
WebAnalyticsOrderByFields,
WebGoalsQuery,
WebOverviewQuery,
WebStatsBreakdown,
WebStatsTableQuery,
)
from posthog.clickhouse.query_tag... | 294 | 9,988 |
posthog | products/web_analytics/backend/heatmap_screenshot_grounding.py | .py | """Ground heatmap hot-spot coordinates against an actual page screenshot.
A heatmap report says "4 rage clicks at x≈0.83, y≈600px" — meaningless without seeing what sits there.
This module reuses a cached heatmap *screenshot* (a rendered page image), draws numbered markers at the hot
coordinates, and asks a vision mod... | 223 | 8,870 |
posthog | products/web_analytics/backend/prompts.py | .py | FILTER_EXAMPLES_PROMPT = """
<examples_and_rules>
## Examples and Rules
1. Combining Filters
Properties is always a list of filters that will be applied with an AND operator.
There's no OR operator for different keys. You can let the request know that you don't support OR filters.
However, inside the same type of key... | 238 | 9,224 |
posthog | products/web_analytics/backend/recap.py | .py | from datetime import date, timedelta
from urllib.parse import urlencode
from zoneinfo import ZoneInfo
from django.conf import settings
from django.utils import timezone
from posthog.hogql_queries.query_runner import ExecutionMode
from posthog.models import Team
from posthog.models.user import User
from products.web_... | 255 | 9,201 |
posthog | products/web_analytics/backend/heatmap_preflight.py | .py | import re
import time
from dataclasses import dataclass
from hashlib import sha256
from typing import Literal
from urllib.parse import SplitResult, urljoin, urlsplit
from django.conf import settings
from django.core.cache import cache
import requests
import structlog
from posthog.security.pinned_requests import SSRF... | 216 | 9,139 |
posthog | products/web_analytics/backend/management/commands/backfill_web_analytics_achievements.py | .py | from typing import cast
from django.core.management.base import BaseCommand, CommandParser
from products.web_analytics.backend.achievements.backfill import backfill_team
class Command(BaseCommand):
help = (
"Seed cumulative Web analytics achievement progress for a team from historical data. "
"D... | 21 | 835 |
posthog | products/web_analytics/backend/management/commands/suggest_path_cleaning_rules.py | .py | """Generate AI-suggested path-cleaning rules for web-analytics teams and print them for review.
Suggests only — applying rewrites historical numbers in every cleaned chart, so it stays a human
decision. `--apply` merges the generated rules into a team's existing `path_cleaning_filters`
(never overwriting) and is opt-i... | 161 | 6,926 |
posthog | products/web_analytics/backend/tasks/__init__.py | .py | from . import heatmap_screenshot, lazy_precompute_revalidation
__all__ = ["heatmap_screenshot", "lazy_precompute_revalidation"]
| 4 | 129 |
posthog | products/web_analytics/backend/tasks/heatmap_screenshot.py | .py | import re
import time
from datetime import timedelta
from urllib.parse import parse_qsl, urlencode, urlsplit, urlunsplit
from django.conf import settings
from django.db import transaction
from django.utils import timezone
import requests
import structlog
import posthoganalytics
from celery import Task, shared_task
fr... | 647 | 26,334 |
posthog | products/web_analytics/backend/tasks/lazy_precompute_revalidation.py | .py | """Background revalidation for stale-served lazy precompute reads.
The revalidate half of the stale-while-revalidate semantics (RFC 5861): when a
user-facing read is served from expired-within-grace jobs, the read path
enqueues this task (see `web_lazy_precompute_common.enqueue_stale_revalidation`)
to re-run the query... | 105 | 4,641 |
posthog | products/web_analytics/backend/tasks/test/test_heatmap_screenshot.py | .py | from contextlib import contextmanager
from datetime import timedelta
from posthog.test.base import APIBaseTest
from unittest.mock import MagicMock, patch
from django.test import SimpleTestCase, override_settings
from django.utils import timezone
from celery.exceptions import SoftTimeLimitExceeded
from parameterized ... | 623 | 29,722 |
posthog | products/web_analytics/backend/tasks/test/test_lazy_precompute_revalidation.py | .py | from posthog.test.base import BaseTest
from unittest import mock
from posthog.schema import DateRange, WebOverviewQuery
from posthog.clickhouse.query_tagging import get_query_tag_value, reset_query_tags
from posthog.hogql_queries.query_runner import ExecutionMode
from products.web_analytics.backend.hogql_queries.web... | 59 | 2,835 |
posthog | products/web_analytics/backend/temporal/__init__.py | .py | from products.web_analytics.backend.temporal.digest_notification import (
ACTIVITIES as DIGEST_NOTIFICATION_ACTIVITIES,
WORKFLOWS as DIGEST_NOTIFICATION_WORKFLOWS,
)
from products.web_analytics.backend.temporal.weekly_digest import (
ACTIVITIES as WEEKLY_DIGEST_ACTIVITIES,
WORKFLOWS as WEEKLY_DIGEST_WOR... | 12 | 470 |
posthog | products/web_analytics/backend/temporal/digest_common.py | .py | from datetime import timedelta
from django.db.models import QuerySet
from temporalio import common
from posthog.models.organization import Organization
ACTIVITY_RETRY_POLICY = common.RetryPolicy(
maximum_attempts=3,
initial_interval=timedelta(seconds=30),
backoff_coefficient=2.0,
maximum_interval=ti... | 33 | 1,124 |
posthog | products/web_analytics/backend/temporal/weekly_digest/types.py | .py | import dataclasses
from enum import StrEnum
class DigestOutcome(StrEnum):
"""Outcome of attempting to send a single digest email to a single user."""
SENT = "sent"
DRY_RUN = "dry_run"
SKIPPED_OPTOUT = "skipped_optout"
SKIPPED_NO_DATA = "skipped_no_data"
FAILED = "failed"
@dataclasses.datacl... | 121 | 3,211 |
posthog | products/web_analytics/backend/temporal/weekly_digest/workflows.py | .py | import json
import asyncio
import dataclasses
from datetime import timedelta
from temporalio import common, workflow
from temporalio.exceptions import ApplicationError
from posthog.temporal.common.base import PostHogWorkflow
with workflow.unsafe.imports_passed_through():
from products.web_analytics.backend.tempo... | 153 | 5,714 |
posthog | products/web_analytics/backend/temporal/weekly_digest/__init__.py | .py | from products.web_analytics.backend.temporal.weekly_digest.activities import (
get_org_batch_page,
push_wa_digest_metrics_activity,
run_wa_digest_batch,
send_test_wa_digest,
)
from products.web_analytics.backend.temporal.weekly_digest.workflows import (
WAWeeklyDigestTestWorkflow,
WAWeeklyDigest... | 19 | 526 |
posthog | products/web_analytics/backend/temporal/weekly_digest/activities.py | .py | import time
from datetime import datetime, timedelta
from itertools import batched
from django.conf import settings
from django.db import close_old_connections
from django.db.models import Exists, OuterRef, QuerySet
from django.utils import timezone
import structlog
import posthoganalytics
from prometheus_client impo... | 499 | 18,542 |
posthog | products/web_analytics/backend/temporal/digest_notification/types.py | .py | import dataclasses
from enum import StrEnum
class NotificationDigestOutcome(StrEnum):
SENT = "sent"
CONTROL = "control"
DRY_RUN = "dry_run"
SKIPPED_NO_DATA = "skipped_no_data"
FAILED = "failed"
@dataclasses.dataclass
class WADigestNotificationInput:
dry_run: bool = False
batch_size: int ... | 98 | 2,381 |
posthog | products/web_analytics/backend/temporal/digest_notification/workflows.py | .py | import json
import asyncio
import dataclasses
from datetime import timedelta
from temporalio import common, workflow
from temporalio.exceptions import ApplicationError
from posthog.temporal.common.base import PostHogWorkflow
with workflow.unsafe.imports_passed_through():
from products.web_analytics.backend.tempo... | 138 | 5,306 |
posthog | products/web_analytics/backend/temporal/digest_notification/__init__.py | .py | from products.web_analytics.backend.temporal.digest_notification.activities import (
get_org_batch_page,
run_wa_digest_notification_batch,
send_test_wa_digest_notification,
)
from products.web_analytics.backend.temporal.digest_notification.workflows import (
WADigestNotificationTestWorkflow,
WADiges... | 17 | 540 |
posthog | products/web_analytics/backend/temporal/digest_notification/activities.py | .py | import time
from itertools import batched
from typing import cast
from uuid import UUID
from django.db import close_old_connections
import structlog
import posthoganalytics
from temporalio import activity
from posthog.clickhouse.client.execute import KillSwitchLevel, get_kill_switch_level
from posthog.clickhouse.que... | 518 | 18,569 |
posthog | products/web_analytics/backend/temporal/health_checks/scroll_depth.py | .py | from posthog.dags.common.owners import JobOwners
from posthog.models.health_issue import HealthIssue
from posthog.temporal.health_checks.detectors import CLICKHOUSE_BATCH_EXECUTION_POLICY
from posthog.temporal.health_checks.framework import (
_SEVERITY_WEIGHT,
AlertContent,
HealthCheck,
Remediation,
... | 92 | 3,867 |
posthog | products/web_analytics/backend/temporal/health_checks/no_pageleave_events.py | .py | from posthog.clickhouse.query_tagging import Product
from posthog.dags.common.owners import JobOwners
from posthog.models.health_issue import HealthIssue
from posthog.temporal.health_checks.detectors import CLICKHOUSE_BATCH_EXECUTION_POLICY
from posthog.temporal.health_checks.framework import (
_SEVERITY_WEIGHT,
... | 97 | 4,081 |
posthog | products/web_analytics/backend/temporal/health_checks/path_cleaning_suggestions.py | .py | from django.conf import settings
import structlog
from posthog.clickhouse.query_tagging import Product
from posthog.dags.common.owners import JobOwners
from posthog.models import Team
from posthog.models.health_issue import HealthIssue
from posthog.temporal.health_checks.detectors import HealthExecutionPolicy
from po... | 123 | 6,041 |
posthog | products/web_analytics/backend/temporal/health_checks/authorized_urls.py | .py | from django.db.models import Q
from posthog.dags.common.owners import JobOwners
from posthog.models.health_issue import HealthIssue
from posthog.models.team import Team
from posthog.temporal.health_checks.detectors import DEFAULT_EXECUTION_POLICY
from posthog.temporal.health_checks.framework import (
_SEVERITY_WEI... | 90 | 4,174 |
posthog | products/web_analytics/backend/temporal/health_checks/no_live_events.py | .py | from posthog.clickhouse.query_tagging import Product
from posthog.dags.common.owners import JobOwners
from posthog.models.health_issue import HealthIssue
from posthog.temporal.health_checks.detectors import CLICKHOUSE_BATCH_EXECUTION_POLICY
from posthog.temporal.health_checks.framework import (
_SEVERITY_WEIGHT,
... | 98 | 4,318 |
posthog | products/web_analytics/backend/temporal/health_checks/reverse_proxy.py | .py | from posthog.dags.common.owners import JobOwners
from posthog.models.health_issue import HealthIssue
from posthog.temporal.health_checks.detectors import CLICKHOUSE_BATCH_EXECUTION_POLICY
from posthog.temporal.health_checks.framework import (
_SEVERITY_WEIGHT,
AlertContent,
HealthCheck,
Remediation,
... | 95 | 4,143 |
posthog | products/web_analytics/backend/temporal/health_checks/partial_proxy.py | .py | import re
from collections import defaultdict
from posthog.dags.common.owners import JobOwners
from posthog.models.health_issue import HealthIssue
from posthog.temporal.health_checks.detectors import CLICKHOUSE_BATCH_EXECUTION_POLICY
from posthog.temporal.health_checks.framework import (
_SEVERITY_WEIGHT,
Aler... | 150 | 6,226 |
posthog | products/web_analytics/backend/temporal/health_checks/web_vitals.py | .py | from posthog.dags.common.owners import JobOwners
from posthog.models.health_issue import HealthIssue
from posthog.temporal.health_checks.detectors import CLICKHOUSE_BATCH_EXECUTION_POLICY
from posthog.temporal.health_checks.framework import (
_SEVERITY_WEIGHT,
AlertContent,
HealthCheck,
Remediation,
... | 94 | 3,830 |
posthog | products/web_analytics/backend/achievements/definitions.py | .py | from dataclasses import dataclass, field
from enum import StrEnum
class AchievementScope(StrEnum):
USER = "user"
TEAM = "team"
class TrackKey(StrEnum):
STREAK = "streak"
LOYALTY = "loyalty"
EXPLORER = "explorer"
DETECTIVE = "detective"
CONVERSIONS = "conversions"
TRAFFIC = "traffic"
... | 199 | 6,568 |
posthog | products/web_analytics/backend/achievements/__init__.py | .py | from products.web_analytics.backend.achievements.definitions import (
TRACKS,
AchievementScope,
Stage,
TrackDefinition,
TrackKey,
serialize_definitions,
)
__all__ = [
"TRACKS",
"AchievementScope",
"Stage",
"TrackDefinition",
"TrackKey",
"serialize_definitions",
]
| 18 | 313 |
posthog | products/web_analytics/backend/achievements/evaluators.py | .py | from collections.abc import Callable
from dataclasses import dataclass
from datetime import date, timedelta
from posthog.hogql import ast
from posthog.hogql.parser import parse_select
from posthog.hogql.property import action_to_expr
from posthog.hogql.query import execute_hogql_query
from posthog.models.team.team im... | 170 | 6,101 |
posthog | products/web_analytics/backend/achievements/backfill.py | .py | from django.utils import timezone
import structlog
from posthog.models import OrganizationMembership
from posthog.models.team.team import Team
from posthog.models.user import User
from products.web_analytics.backend.achievements.definitions import TRACKS, AchievementScope, TrackDefinition
from products.web_analytics... | 72 | 2,939 |
posthog | products/web_analytics/backend/achievements/tasks.py | .py | from datetime import date, datetime, timedelta
from functools import partial
from uuid import UUID
from django.core.cache import cache
from django.db import transaction
from django.utils import timezone
import structlog
import posthoganalytics
from celery import shared_task
from posthog.exceptions_capture import cap... | 284 | 11,156 |
posthog | products/web_analytics/backend/api/web_analytics_path_cleaning_suggestions.py | .py | from typing import Any
from django.db import transaction
import posthoganalytics
from drf_spectacular.utils import extend_schema
from rest_framework import serializers, viewsets
from rest_framework.decorators import action
from rest_framework.exceptions import NotFound, PermissionDenied
from rest_framework.request im... | 193 | 10,261 |
posthog | products/web_analytics/backend/api/heatmaps_api.py | .py | from datetime import date, datetime, timedelta
from json import JSONDecodeError, loads
from typing import Any, List, Literal, cast, get_args # noqa: UP035
from django.core.exceptions import FieldError
from django.db import transaction
from django.db.models import Q
from django.http import HttpResponse
from django.uti... | 1,486 | 69,565 |
posthog | products/web_analytics/backend/api/web_analytics_filter_preset.py | .py | from typing import Any, Optional
from django.db.models import Q, QuerySet
from django.utils.timezone import now
from django_filters.rest_framework import DjangoFilterBackend
from rest_framework import serializers, viewsets
from posthog.api.forbid_destroy_model import ForbidDestroyModel
from posthog.api.routing impor... | 171 | 5,831 |
posthog | products/web_analytics/backend/api/__init__.py | .py | from .api import WebAnalyticsViewSet
__all__ = ["WebAnalyticsViewSet"]
| 4 | 72 |
posthog | products/web_analytics/backend/api/web_analytics_achievements.py | .py | from typing import cast
from django.db import transaction
from django.db.models import F, Q
from drf_spectacular.utils import extend_schema
from rest_framework import serializers, viewsets
from rest_framework.decorators import action
from rest_framework.request import Request
from rest_framework.response import Respo... | 350 | 16,703 |
posthog | products/web_analytics/backend/api/heatmaps_utils.py | .py | from datetime import timedelta
import posthoganalytics
DEFAULT_TARGET_WIDTHS = [320, 375, 425, 768, 1024, 1440, 1920]
# Each width is one screenshot render (one Browserless session on the cloud path), so cap how many a
# single heatmap can fan out to.
MAX_TARGET_WIDTHS = 16
PREWARM_PREVIEW_WIDTH = 1024
PREWARM_TTL =... | 31 | 1,026 |
posthog | products/web_analytics/backend/api/api.py | .py | from drf_spectacular.types import OpenApiTypes
from drf_spectacular.utils import OpenApiParameter, OpenApiResponse, extend_schema
from rest_framework import serializers, viewsets
from rest_framework.decorators import action
from rest_framework.request import Request
from rest_framework.response import Response
from po... | 127 | 5,501 |
posthog | products/web_analytics/backend/hogql_queries/web_overview_lazy_precompute.py | .py | import time
from datetime import UTC, datetime
from typing import TYPE_CHECKING, Optional
import structlog
from prometheus_client import Counter
from posthog.schema import HogQLQueryModifiers
from posthog.hogql import ast
from posthog.hogql.modifiers import create_default_modifiers_for_team
from posthog.clickhouse.... | 449 | 20,234 |
posthog | products/web_analytics/backend/hogql_queries/first_pageview_flag.py | .py | from typing import TYPE_CHECKING, Any, Optional
import structlog
import posthoganalytics
from posthog.schema import ProductKey, SessionPropertyFilter, WebStatsBreakdown
if TYPE_CHECKING:
from posthog.models import Team
logger = structlog.get_logger(__name__)
FIRST_PAGEVIEW_ATTRIBUTION_FEATURE_FLAG = "web-analy... | 131 | 5,854 |
posthog | products/web_analytics/backend/hogql_queries/traffic_type.py | .py | """
Traffic type classification helper functions for web analytics.
These wrap the HogQL classification functions, usable anywhere HogQL runs:
- SQL editor: ad-hoc analysis (e.g. SELECT isLikelyBot(properties.$raw_user_agent))
- HogQLQuery / Trends: filter or group by traffic type
- Web analytics query runners
Each h... | 90 | 3,526 |
posthog | products/web_analytics/backend/hogql_queries/external_clicks.py | .py | from typing import Literal, cast
from posthog.schema import (
CachedWebStatsTableQueryResponse,
WebAnalyticsOrderByDirection,
WebAnalyticsOrderByFields,
WebAnalyticsPreComputeStrategy,
WebExternalClicksTableQuery,
WebExternalClicksTableQueryResponse,
WebStatsTableQueryResponse,
)
from post... | 138 | 5,217 |
posthog | products/web_analytics/backend/hogql_queries/notable_changes.py | .py | import math
from typing import Required, TypedDict, Union
import structlog
from posthog.schema import (
CachedWebNotableChangesQueryResponse,
HogQLQueryModifiers,
WebAnalyticsPreComputeStrategy,
WebNotableChangeItem,
WebNotableChangesQuery,
WebNotableChangesQueryResponse,
)
from posthog.hogql... | 313 | 12,229 |
posthog | products/web_analytics/backend/hogql_queries/stats_table.py | .py | import math
from collections.abc import Callable
from dataclasses import dataclass
from typing import Literal, Optional, Union, cast
from posthog.schema import (
CachedWebStatsTableQueryResponse,
EventPropertyFilter,
HogQLQueryModifiers,
PersonPropertyFilter,
WebAnalyticsOrderByDirection,
WebAn... | 1,086 | 51,084 |
posthog | products/web_analytics/backend/hogql_queries/first_pageview_attribution.py | .py | from typing import TYPE_CHECKING, Any, Optional, cast
from posthog.schema import HogQLQueryModifiers, PropertyOperator, SessionPropertyFilter, WebStatsBreakdown
from posthog.hogql import ast
from posthog.hogql.database.schema.channel_type import ChannelTypeExprs, create_channel_type_expr
from posthog.hogql.parser imp... | 307 | 13,453 |
posthog | products/web_analytics/backend/hogql_queries/web_stats_paths_lazy_precompute.py | .py | """Lazy precompute path for the Web Analytics PATHS (page + bounce) tile.
Mirrors `web_overview_lazy_precompute.py` and shares its eligibility gate via
`web_lazy_precompute_common`. The precomputed table stores one row per
(team, job, UTC hour, breakdown_value) where `breakdown_value` is the URL
path (optionally prefi... | 1,040 | 48,839 |
posthog | products/web_analytics/backend/hogql_queries/bot_ip_definitions.py | .py | from dataclasses import dataclass
from functools import cache
from ipaddress import IPv6Address, collapse_addresses, ip_network
from products.web_analytics.backend.hogql_queries.bot_ip_networks import (
AHREFSBOT_NETWORKS,
APPLEBOT_NETWORKS,
BINGBOT_NETWORKS,
GOOGLE_COMMON_CRAWLER_NETWORKS,
GOOGLE_... | 160 | 6,048 |
posthog | products/web_analytics/backend/hogql_queries/stats_table_strategies.py | .py | from __future__ import annotations
from abc import ABC, abstractmethod
from typing import TYPE_CHECKING
from posthog.hogql import ast
from posthog.hogql.parser import parse_expr, parse_select
from products.web_analytics.backend.hogql_queries.query_constants.stats_table_queries import (
FIRST_PAGEVIEW_INNER_QUERY... | 468 | 21,345 |
posthog | products/web_analytics/backend/hogql_queries/web_goals.py | .py | from collections.abc import Iterator, Sequence
from typing import Optional, TypeVar
from posthog.schema import (
CachedWebGoalsQueryResponse,
WebAnalyticsOrderByFields,
WebAnalyticsPreComputeStrategy,
WebGoalsQuery,
WebGoalsQueryResponse,
)
from posthog.hogql import ast
from posthog.hogql.parser i... | 357 | 14,902 |
posthog | products/web_analytics/backend/hogql_queries/web_trends_lazy_precompute.py | .py | import time
from datetime import UTC, datetime
from enum import Enum
from typing import TYPE_CHECKING, Any, Optional
from django.conf import settings
import structlog
import posthoganalytics
from prometheus_client import Counter
from posthog.schema import (
ChartDisplayType,
CompareFilter,
DateRange,
... | 497 | 20,603 |
posthog | products/web_analytics/backend/hogql_queries/page_url_search_query_runner.py | .py | from posthog.schema import (
CachedWebPageURLSearchQueryResponse,
PageURL,
WebAnalyticsPreComputeStrategy,
WebPageURLSearchQuery,
WebPageURLSearchQueryResponse,
)
from posthog.hogql import ast
from posthog.hogql.context import HogQLContext
from posthog.hogql.query import execute_hogql_query
from p... | 101 | 3,755 |
posthog | products/web_analytics/backend/hogql_queries/web_lazy_precompute_common.py | .py | """Shared eligibility gate + helpers for web-analytics lazy precompute paths.
Both the web overview lazy precompute and the web stats PATHS lazy precompute
share the same rollout/safety gate (org feature flag + per-query opt-out,
whole-hour timezone, no conversion goal, no sampling, no v2 UUID sessions,
any event/pers... | 794 | 38,027 |
posthog | products/web_analytics/backend/hogql_queries/web_overview_pre_aggregated.py | .py | from typing import TYPE_CHECKING, cast
from posthog.hogql import ast
from posthog.hogql.parser import parse_select
from posthog.hogql.property import property_to_expr
from products.web_analytics.backend.hogql_queries.pre_aggregated.properties import WEB_OVERVIEW_SUPPORTED_PROPERTIES
from products.web_analytics.backen... | 268 | 11,530 |
posthog | products/web_analytics/backend/hogql_queries/web_bots.py | .py | from posthog.schema import (
CachedWebBotsTableQueryResponse,
WebBotsBreakdown,
WebBotsTableQuery,
WebBotsTableQueryResponse,
)
from posthog.hogql import ast
from posthog.hogql.constants import LimitContext
from posthog.hogql.parser import parse_select
from posthog.hogql.property import property_to_exp... | 113 | 3,624 |
posthog | products/web_analytics/backend/hogql_queries/web_goals_lazy_precompute.py | .py | """Lazy precompute path for the Web Analytics GOALS tile.
Mirrors `web_stats_paths_lazy_precompute.py` and shares its eligibility gate
via `web_lazy_precompute_common`. The precomputed table stores one row per
(team, job, UTC hour, action_id):
- `action_id = -1` carries the per-hour denominator: unique persons whose
... | 561 | 23,003 |
posthog | products/web_analytics/backend/hogql_queries/test_web_analytics_tables_version.py | .py | from posthog.test.base import APIBaseTest
from posthog.schema import DateRange, WebOverviewQuery, WebStatsBreakdown, WebStatsTableQuery
from products.web_analytics.backend.hogql_queries.stats_table import WebStatsTableQueryRunner
from products.web_analytics.backend.hogql_queries.web_overview import WebOverviewQueryRu... | 76 | 3,921 |
posthog | products/web_analytics/backend/hogql_queries/bot_definitions.py | .py | from dataclasses import dataclass
@dataclass
class BotDefinition:
name: str # Display name: "Googlebot", "ChatGPT"
category: str # Category: "search_crawler", "ai_crawler", "ai_search", "ai_assistant"
traffic_type: str # Type: "Bot", "AI Agent", "Automation"
operator: str # Operator/company: "Goog... | 696 | 33,252 |
posthog | products/web_analytics/backend/hogql_queries/web_analytics_lazy_precompute.py | .py | """Shared lazy-precompute building blocks for web analytics query runners.
The web overview and web stats table runners both serve eligible queries from
on-demand precomputed ClickHouse tables via the `lazy_computation` framework.
The pieces that do not depend on which runner is calling — eligibility gating,
filter-ex... | 455 | 19,664 |
posthog | products/web_analytics/backend/hogql_queries/metrics.py | .py | from prometheus_client import Counter, Histogram
# We use a Histogram rather than Summary because:
# - Histograms expose _sum and _count, enabling server-side average calculations
# - Bucket boundaries allow percentile estimation (p50, p95, p99) without client-side aggregation
# - Buckets are tuned for ClickHouse quer... | 46 | 1,361 |
posthog | products/web_analytics/backend/hogql_queries/session_attribution_explorer_query_runner.py | .py | from posthog.schema import (
CachedSessionAttributionExplorerQueryResponse,
HogQLFilters,
SessionAttributionExplorerQuery,
SessionAttributionExplorerQueryResponse,
SessionAttributionGroupBy,
SessionTableVersion,
)
from posthog.hogql import ast
from posthog.hogql.constants import LimitContext
fr... | 161 | 5,568 |
posthog | products/web_analytics/backend/hogql_queries/web_vitals_path_breakdown.py | .py | from posthog.schema import (
CachedWebStatsTableQueryResponse,
WebAnalyticsPreComputeStrategy,
WebVitalsMetricBand,
WebVitalsPathBreakdownQuery,
WebVitalsPathBreakdownQueryResponse,
WebVitalsPathBreakdownResult,
WebVitalsPathBreakdownResultItem,
)
from posthog.hogql import ast
from posthog.... | 130 | 5,084 |
posthog | products/web_analytics/backend/hogql_queries/web_stats_lazy_precompute.py | .py | import json
import time
from dataclasses import dataclass
from datetime import UTC, datetime
from typing import TYPE_CHECKING, Literal, Optional
import structlog
from prometheus_client import Counter
from posthog.schema import (
HogQLQueryModifiers,
WebAnalyticsOrderByDirection,
WebAnalyticsOrderByFields,... | 736 | 33,275 |
posthog | products/web_analytics/backend/hogql_queries/web_analytics_query_runner.py | .py | import typing
from abc import ABC
from datetime import datetime, timedelta
from math import ceil
from time import perf_counter
from typing import Optional, Union
from zoneinfo import ZoneInfo
from django.conf import settings
import structlog
from prometheus_client import Counter
from structlog.contextvars import boun... | 795 | 33,243 |
posthog | products/web_analytics/backend/hogql_queries/web_vitals_paths_lazy_precompute.py | .py | import time
from datetime import (
UTC,
datetime,
time as dt_time,
)
from typing import TYPE_CHECKING, Optional
import structlog
from prometheus_client import Counter
from posthog.schema import (
HogQLQueryModifiers,
WebAnalyticsPreComputeStrategy,
WebVitalsMetric,
WebVitalsMetricBand,
... | 439 | 17,667 |
posthog | products/web_analytics/backend/hogql_queries/web_overview.py | .py | import math
from typing import Optional, Union
import structlog
from posthog.schema import (
CachedWebOverviewQueryResponse,
HogQLQueryModifiers,
WebAnalyticsPreComputeStrategy,
WebOverviewQuery,
WebOverviewQueryResponse,
)
from posthog.hogql import ast
from posthog.hogql.parser import parse_expr... | 624 | 26,916 |
posthog | products/web_analytics/backend/hogql_queries/bot_ua_fixtures.py | .py | """
Real-world bot and browser user agent strings for testing and demo data generation.
Organized by traffic category. Used by:
- posthog/hogql/functions/test/test_traffic_type_real_ua.py (test coverage)
- posthog/management/commands/generate_bot_demo_data.py (demo data)
"""
BOT_USER_AGENTS: dict[str, list[str]] = {
... | 308 | 25,455 |
posthog | products/web_analytics/backend/hogql_queries/web_stats_frustration_lazy_precompute.py | .py | """Lazy precompute path for the Web Analytics FRUSTRATION metrics tile.
Mirrors `web_stats_paths_lazy_precompute.py` and shares its eligibility gate
via `web_lazy_precompute_common`. The precomputed table stores one row per
(team, job, UTC hour, breakdown_value) where `breakdown_value` is whatever
the strategy's `_cou... | 580 | 25,363 |
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