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/temporal/cleanup_property_definitions/__init__.py | .py | from posthog.temporal.cleanup_property_definitions.activities import (
delete_property_definitions_from_clickhouse,
delete_property_definitions_from_postgres,
preview_property_definitions,
)
from posthog.temporal.cleanup_property_definitions.workflows import CleanupPropertyDefinitionsWorkflow
WORKFLOWS = [... | 17 | 511 |
posthog | posthog/temporal/cleanup_property_definitions/activities.py | .py | from uuid import uuid4
from django.conf import settings
from django.db import transaction
from structlog.contextvars import bind_contextvars
from temporalio import activity
from posthog.models import PropertyDefinition, Team
from posthog.sync import database_sync_to_async
from posthog.temporal.cleanup_property_defin... | 145 | 5,872 |
posthog | posthog/temporal/event_screenshots/types.py | .py | from uuid import UUID
from pydantic import BaseModel
class GenerateEventScreenshotsInput(BaseModel):
team_id: int = 0
class EventType(BaseModel):
event_definition_id: UUID
name: str
team_id: int
class EventSession(BaseModel):
session_id: str
url: str
timestamp: int
class LoadEventSe... | 43 | 766 |
posthog | posthog/temporal/event_screenshots/workflows.py | .py | from datetime import timedelta
from temporalio import common, workflow
from posthog.temporal.common.base import PostHogWorkflow
from posthog.temporal.event_screenshots.activities import (
load_event_sessions,
load_event_types,
store_event_screenshot,
take_event_screenshot,
)
from posthog.temporal.even... | 71 | 2,728 |
posthog | posthog/temporal/event_screenshots/__init__.py | .py | from posthog.temporal.event_screenshots.activities import (
load_event_sessions,
load_event_types,
store_event_screenshot,
take_event_screenshot,
)
from posthog.temporal.event_screenshots.workflows import GenerateEventScreenshotsWorkflow
WORKFLOWS = [
GenerateEventScreenshotsWorkflow,
]
ACTIVITIES... | 19 | 429 |
posthog | posthog/temporal/event_screenshots/activities.py | .py | from uuid import uuid4
from django.db import connection
from temporalio import activity
from posthog.models import ObjectMediaPreview
from posthog.sync import database_sync_to_async
from posthog.tasks.exporter import export_asset_direct
from posthog.temporal.common.clickhouse import get_client as get_ch_client
from ... | 173 | 4,666 |
posthog | posthog/temporal/usage_report/types.py | .py | """Workflow + activity input/output models.
All models use pydantic so the Temporal pydantic data converter handles
`datetime` (and other rich types) natively — that lets us drop the
ISO-string round-tripping that plain dataclasses would force.
"""
from datetime import datetime
from typing import Literal, Optional
f... | 97 | 2,645 |
posthog | posthog/temporal/usage_report/workflow.py | .py | """Temporal workflow that aggregates daily usage data and publishes it to S3
for the billing service.
The workflow runs ~50 gather queries (each as its own retriable activity),
then a single aggregation activity reads them all back from S3, builds one
`FullUsageReport` dict per organization, and writes those reports a... | 204 | 8,723 |
posthog | posthog/temporal/usage_report/storage.py | .py | """S3 path conventions and IO helpers for the usage reports workflow.
All keys are scoped under
`{OBJECT_STORAGE_TASKS_FOLDER}/billing/usage_reports/{YYYY-MM-DD}/{run_id}/`
so multiple runs on the same date never collide. The bucket is
`settings.BILLING_USAGE_REPORTS_S3_BUCKET`, which falls back to
`OBJECT_STORAGE_BUC... | 121 | 3,971 |
posthog | posthog/temporal/usage_report/__init__.py | .py | from posthog.temporal.usage_report.activities import (
aggregate_and_chunk_org_reports,
cleanup_intermediates,
enqueue_pointer_message,
run_query_to_s3,
)
from posthog.temporal.usage_report.workflow import RunUsageReportsWorkflow
WORKFLOWS = [
RunUsageReportsWorkflow,
]
ACTIVITIES = [
run_quer... | 19 | 424 |
posthog | posthog/temporal/usage_report/queries.py | .py | """Registry of usage-report gathering queries.
Each `QuerySpec` describes one fetch — typically one ClickHouse query, one
Postgres aggregation, or one error-tracking API call — and how its result maps
back to keys in the legacy `_get_all_usage_data` dict that
`_get_team_report` consumes.
Most queries produce a single... | 705 | 28,958 |
posthog | posthog/temporal/usage_report/metrics.py | .py | """Metric helpers for the usage-reports v2 sender pipeline.
Everything records through the Temporal SDK metric meter (see
`posthog.temporal.common.metrics.get_metric_meter`), so these series ride the
worker's combined Prometheus endpoint alongside the built-in `temporal_*`
metrics. Billing consumes the matching receiv... | 106 | 3,967 |
posthog | posthog/temporal/usage_report/activities.py | .py | """Temporal activities for the usage reports workflow.
Each activity is a thin wrapper that delegates to either the public
`posthog.tasks.usage_report` facade (org-report aggregation, instance
metadata) or the local `aggregator` / `storage` modules. Heavy logic lives
elsewhere so these stay easy to read and mock in te... | 283 | 12,262 |
posthog | posthog/temporal/usage_report/aggregator.py | .py | """Helpers for the aggregation step of the Temporal usage-reports flow.
Most of this module is pure logic — turning S3-backed query results into the
legacy `all_data` shape, fanning multi-key queries back out into their
destination keys, and shaping per-organization JSONL lines for the chunked
output. The Temporal-loc... | 236 | 9,151 |
posthog | posthog/temporal/product_analytics/__init__.py | .py | from posthog.temporal.backfill_materialized_property import (
ACTIVITIES as BACKFILL_ACTIVITIES,
BackfillMaterializedPropertiesBatchWorkflow,
)
from .upgrade_queries_activities import get_insights_to_migrate, migrate_insights_batch
from .upgrade_queries_workflow import UpgradeQueriesWorkflow
WORKFLOWS = [
... | 18 | 496 |
posthog | posthog/temporal/product_analytics/upgrade_queries_workflow.py | .py | import json
import datetime as dt
import dataclasses
from typing import Optional
from temporalio import workflow
from temporalio.common import RetryPolicy
from posthog.temporal.common.base import PostHogWorkflow
from posthog.temporal.product_analytics.upgrade_queries_activities import (
GetInsightsToMigrateActivi... | 103 | 3,801 |
posthog | posthog/temporal/product_analytics/upgrade_queries_activities.py | .py | import textwrap
import dataclasses
from typing import Any, Optional, cast
from django.db import connection
from structlog import get_logger
from temporalio import activity
from posthog.exceptions_capture import capture_exception
from posthog.schema_migrations import LATEST_VERSIONS, _discover_migrations
from posthog... | 98 | 3,394 |
posthog | posthog/temporal/delete_persons/__init__.py | .py | from posthog.temporal.delete_persons.delete_persons_workflow import (
DeletePersonsWorkflow,
delete_persons_activity,
preclean_cohort_members_activity,
)
WORKFLOWS = [
DeletePersonsWorkflow,
]
ACTIVITIES = [
delete_persons_activity,
preclean_cohort_members_activity,
]
| 15 | 295 |
posthog | posthog/temporal/delete_persons/delete_persons_workflow.py | .py | import json
import typing
import asyncio
import datetime as dt
import itertools
import dataclasses
import temporalio.common
import temporalio.activity
import temporalio.workflow
from structlog import get_logger
from posthog.temporal.common.base import PostHogWorkflow
from posthog.temporal.common.heartbeat import Hear... | 252 | 9,800 |
posthog | posthog/temporal/dlq_replay/workflow.py | .py | import json
import asyncio
import datetime as dt
import dataclasses
from temporalio import workflow
from temporalio.common import RetryPolicy
from posthog.temporal.common.base import PostHogWorkflow
with workflow.unsafe.imports_passed_through():
from posthog.temporal.dlq_replay.activities import (
GetTop... | 137 | 4,896 |
posthog | posthog/temporal/dlq_replay/__init__.py | .py | from posthog.temporal.dlq_replay.activities import get_topic_partitions, replay_partition
from posthog.temporal.dlq_replay.workflow import DLQReplayWorkflow
WORKFLOWS = [DLQReplayWorkflow]
ACTIVITIES = [get_topic_partitions, replay_partition]
| 6 | 244 |
posthog | posthog/temporal/dlq_replay/activities.py | .py | import ssl
import asyncio
import dataclasses
import aiokafka
from aiokafka import TopicPartition
from structlog import get_logger
from temporalio import activity
from posthog.kafka_client.routing import get_profile_settings
from posthog.temporal.common.heartbeat import Heartbeater
LOGGER = get_logger(__name__)
@da... | 237 | 8,445 |
posthog | posthog/temporal/data_modeling/__init__.py | .py | from posthog.temporal.data_modeling.activities import (
check_duckgres_shadow_enabled_activity,
create_data_modeling_job_activity,
enrich_view_semantics_activity,
fail_materialization_activity,
get_dag_structure_activity,
materialize_view_activity,
materialize_view_duckgres_activity,
not... | 60 | 2,099 |
posthog | posthog/temporal/data_modeling/metrics.py | .py | from temporalio import activity, workflow
from temporalio.common import MetricCounter, MetricHistogramFloat
# custom latency histogram buckets,
# since we lose some important granularity with default max at 60s
DATA_MODELING_LATENCY_HISTOGRAM_METRICS = (
"temporal_activity_execution_latency",
"temporal_activit... | 189 | 6,136 |
posthog | posthog/temporal/data_modeling/run_workflow.py | .py | """Data-modeling Temporal workflow v1 — FROZEN.
Do not extend this module. v1 is being migrated to v2, which lives at
`posthog/temporal/data_modeling/workflows/{materialize_view,execute_dag}.py`.
New features, bug fixes for new behavior, and refactors belong in v2.
Bug fixes that affect both versions can land here, b... | 1,871 | 77,104 |
posthog | posthog/temporal/data_modeling/workflows/__init__.py | .py | from .enrich_view_semantics import EnrichViewSemanticsWorkflow
from .execute_dag import ExecuteDAGWorkflow
from .materialize_view import MaterializeViewWorkflow
__all__ = [
"MaterializeViewWorkflow",
"ExecuteDAGWorkflow",
"EnrichViewSemanticsWorkflow",
]
| 10 | 268 |
posthog | posthog/temporal/data_modeling/workflows/execute_dag.py | .py | import json
import asyncio
import datetime as dt
import dataclasses
from collections import defaultdict
import temporalio.common
import temporalio.workflow
import temporalio.exceptions
from temporalio.workflow import ParentClosePolicy
from posthog.exceptions_capture import capture_exception
from posthog.temporal.comm... | 531 | 22,209 |
posthog | posthog/temporal/data_modeling/workflows/materialize_view.py | .py | import json
import datetime as dt
import dataclasses
from django.conf import settings
import temporalio.common
import temporalio.workflow
import temporalio.exceptions
from temporalio.exceptions import WorkflowAlreadyStartedError
from posthog.exceptions_capture import capture_exception
from posthog.temporal.common.ba... | 484 | 22,271 |
posthog | posthog/temporal/data_modeling/workflows/enrich_view_semantics.py | .py | from datetime import timedelta
from temporalio import workflow
from temporalio.common import RetryPolicy
from posthog.temporal.common.base import PostHogWorkflow
from posthog.temporal.data_modeling.activities.enrich_view_semantics import (
EnrichViewSemanticsInputs,
enrich_view_semantics_activity,
)
@workfl... | 28 | 947 |
posthog | posthog/temporal/data_modeling/activities/get_dag_structure.py | .py | import dataclasses
from temporalio import activity
from posthog.sync import database_sync_to_async_pool
from posthog.temporal.common.logger import get_logger
from products.data_modeling.backend.facade.models import DataModelingJobEngine, Edge, Node, NodeType
from .utils import is_node_suspended, is_suspension_enfor... | 90 | 3,444 |
posthog | posthog/temporal/data_modeling/activities/succeed_materialization.py | .py | import datetime as dt
import dataclasses
from django.db import transaction
from celery import current_app
from structlog import get_logger
from structlog.contextvars import bind_contextvars
from temporalio import activity
from posthog.exceptions_capture import capture_exception
from posthog.sync import database_sync... | 165 | 6,022 |
posthog | posthog/temporal/data_modeling/activities/utils.py | .py | import re
import datetime as dt
from typing import TYPE_CHECKING
from uuid import UUID
from django.db import transaction
from structlog.contextvars import bind_contextvars
from posthog.models import Team
from posthog.ph_client import feature_enabled_or_false
from posthog.sync import database_sync_to_async_pool
from ... | 251 | 10,326 |
posthog | posthog/temporal/data_modeling/activities/create_data_modeling_job.py | .py | import dataclasses
from structlog import get_logger
from structlog.contextvars import bind_contextvars
from temporalio import activity
from posthog.sync import database_sync_to_async_pool
from posthog.temporal.data_modeling.activities.utils import bind_data_modeling_log_context
from products.data_modeling.backend.fa... | 186 | 7,360 |
posthog | posthog/temporal/data_modeling/activities/preempt_dag_run.py | .py | import dataclasses
from structlog import get_logger
from structlog.contextvars import bind_contextvars
from temporalio import activity
from temporalio.client import Client, WorkflowExecutionStatus
from temporalio.service import RPCError, RPCStatusCode
from posthog.exceptions_capture import capture_exception
from post... | 189 | 8,780 |
posthog | posthog/temporal/data_modeling/activities/fail_materialization.py | .py | import datetime as dt
import dataclasses
from uuid import UUID
from django.db import transaction
from structlog import get_logger
from structlog.contextvars import bind_contextvars
from temporalio import activity
from posthog.exceptions_capture import capture_exception
from posthog.sync import database_sync_to_async... | 212 | 8,786 |
posthog | posthog/temporal/data_modeling/activities/__init__.py | .py | from .create_data_modeling_job import (
UPSTREAM_NAMES_IN_SKIP_REASON,
CreateDataModelingJobInputs,
RecordSkippedDataModelingJobsInputs,
SkippedDataModelingNode,
create_data_modeling_job_activity,
record_skipped_data_modeling_jobs_activity,
)
from .enrich_view_semantics import EnrichViewSemantic... | 66 | 2,392 |
posthog | posthog/temporal/data_modeling/activities/notify_materialization_failure.py | .py | """Telling people a materialized view broke.
Two shapes, because a failure arrives two ways:
- A view materialized on its own ("Sync now", a single-node schedule) notifies from its own
failure path, in `maybe_notify_materialization_failure`.
- A view materialized inside a DAG run leaves the in-app notification to t... | 301 | 12,580 |
posthog | posthog/temporal/data_modeling/activities/materialize_view.py | .py | import uuid
import typing
import asyncio
import dataclasses
from django.conf import settings
import pyarrow as pa
import deltalake
import pyarrow.compute as pc
import pyarrow.parquet as pq
from structlog.contextvars import bind_contextvars
from structlog.types import FilteringBoundLogger
from temporalio import activi... | 851 | 36,685 |
posthog | posthog/temporal/data_modeling/activities/materialize_view_duckgres.py | .py | import time
import typing
import datetime as dt
import dataclasses
from structlog.contextvars import bind_contextvars
from temporalio import activity
from posthog.exceptions_capture import capture_exception
from posthog.models import Team
from posthog.ph_client import feature_enabled_or_false
from posthog.sync import... | 261 | 9,072 |
posthog | posthog/temporal/data_modeling/activities/incremental_write.py | .py | """Upsert a batch of materialized rows into an existing Delta table, via deltalite.
deltalite rather than delta-rs's MERGE because it commits once per batch instead of once per
partition, keeps memory bounded, re-plans internally on a commit conflict, and — the reason that
matters most here — has no DataFusion in its ... | 202 | 9,018 |
posthog | posthog/temporal/data_modeling/activities/prepare_queryable_table.py | .py | import dataclasses
from structlog import get_logger
from temporalio import activity
from posthog.sync import database_sync_to_async_pool
from posthog.temporal.data_modeling.activities.utils import bind_data_modeling_log_context
from products.data_modeling.backend.facade.api import promote_view_nodes_to_matview
from ... | 101 | 3,999 |
posthog | posthog/temporal/data_modeling/activities/enrich_view_semantics.py | .py | import dataclasses
from typing import Any
from temporalio import activity
from posthog.exceptions_capture import capture_exception
from posthog.sync import database_sync_to_async
from posthog.temporal.common.heartbeat import LivenessHeartbeater as Heartbeater
from posthog.temporal.common.logger import get_write_only_... | 47 | 1,812 |
posthog | posthog/temporal/session_replay/surfacing_score_export_sweep/types.py | .py | """Workflow inputs/outputs. Specs carry a day + hash bucket only — ids and scores never cross the workflow boundary."""
from dataclasses import dataclass, field
@dataclass
class ExportScoresSweepInputs:
pass
@dataclass
class ExportPartitionSpec:
day: str # YYYY-MM-DD (UTC)
chunk_id: int
of_chunks:... | 39 | 794 |
posthog | posthog/temporal/session_replay/surfacing_score_export_sweep/workflow.py | .py | """Daily tick: plan the (day × hash bucket) fan-out, export all partitions in parallel.
Failed partitions don't fail the tick — deterministic keys mean the next run rewrites them."""
from __future__ import annotations
import asyncio
from temporalio import workflow
from temporalio.common import RetryPolicy
from post... | 120 | 4,699 |
posthog | posthog/temporal/session_replay/surfacing_score_export_sweep/sql.py | .py | """ClickHouse statement for the surfacing-score export sweep."""
SESSION_REPLAY_EVENTS_TABLE = "session_replay_events"
def fetch_scored_sessions_page_sql(replay_events_table: str = SESSION_REPLAY_EVENTS_TABLE) -> str:
"""One keyset-paginated page of a (day, hash bucket) export slice.
Bound parameters: %(of_c... | 57 | 2,544 |
posthog | posthog/temporal/session_replay/surfacing_score_export_sweep/__init__.py | .py | from posthog.temporal.session_replay.surfacing_score_export_sweep.activities import (
export_scores_partition_activity,
list_export_partitions_activity,
)
from posthog.temporal.session_replay.surfacing_score_export_sweep.workflow import ExportSurfacingScoresWorkflow
SURFACING_SCORE_EXPORT_SWEEP_WORKFLOWS = [Ex... | 9 | 459 |
posthog | posthog/temporal/session_replay/surfacing_score_export_sweep/constants.py | .py | """Static config for the surfacing-score export sweep: daily export of scored
sessions from `session_replay_events` to the ML-account S3 bucket as
dt-partitioned Parquet, keyed by the ML mirror's pseudonymous ids."""
from datetime import date, timedelta
from posthog.temporal.session_replay.surfacing_scoring_sweep.con... | 56 | 2,491 |
posthog | posthog/temporal/session_replay/surfacing_score_export_sweep/s3.py | .py | """Destination config, object-key layout, and upload helper — same
`{prefix}/dt=.../part-*.parquet` layout as the ML mirror's Parquet store, but
with deterministic part names so re-runs overwrite.
The destination is its own `SESSION_RECORDING_ML_SCORE_EXPORT_S3_*` config
with NO fallback to the `SESSION_RECORDING_V2_S... | 64 | 2,484 |
posthog | posthog/temporal/session_replay/surfacing_score_export_sweep/schedule.py | .py | """Singleton per-region Schedule for the daily score export tick."""
from __future__ import annotations
from django.conf import settings
import structlog
from temporalio import common
from temporalio.client import (
Client,
Schedule,
ScheduleActionStartWorkflow,
ScheduleIntervalSpec,
ScheduleOver... | 67 | 2,483 |
posthog | posthog/temporal/session_replay/surfacing_score_export_sweep/metrics.py | .py | """Tick-level metrics for the surfacing score export sweep.
The workflow gathers partition results with return_exceptions=True and summarizes rather than raising, so a
tick where every partition fails still completes successfully. These counters make that visible: without
them a total failure is only a log line, and t... | 36 | 1,893 |
posthog | posthog/temporal/session_replay/surfacing_score_export_sweep/activities.py | .py | """Activities: plan the (day × hash bucket) fan-out, then per partition fetch → pseudonymize → Parquet → S3 put.
All scored sessions are exported, pseudonymized with the ML mirror's exact
pseudonym scheme, so exported ids join onto `block-metadata` — which only
exists for AI-training opted-in orgs (the mirror's gate) ... | 209 | 7,725 |
posthog | posthog/temporal/session_replay/surfacing_score_export_sweep/pseudonymize.py | .py | """Python port of the ML mirror's pseudonymization (`nodejs/.../ml-mirror/pseudonymize.ts`
+ `pseudonym-key.ts`). Must stay byte-identical, same key and env vars, or exported
scores stop joining onto the mirrored dataset."""
from __future__ import annotations
import os
import hmac
import hashlib
import threading
from... | 97 | 3,289 |
posthog | posthog/temporal/session_replay/surfacing_scoring_sweep/types.py | .py | """Dataclasses for the surfacing-scoring workflow inputs and outputs.
All payloads are intentionally tiny so they fit comfortably under Temporal's
~2 MiB payload limit. Session IDs and feature vectors never flow through
the workflow — each activity re-queries ClickHouse for its slice using the
deterministic hash parti... | 61 | 1,717 |
posthog | posthog/temporal/session_replay/surfacing_scoring_sweep/scorer.py | .py | """XGBoost booster lifecycle for the session surfacing scorer.
The booster is loaded **once per worker process** and held as a module-level
singleton. XGBoost predict releases the GIL and is parallelized internally
by libomp; we want libomp to use the worker pod's full CPU budget on a
single chunk at a time, not split... | 208 | 7,983 |
posthog | posthog/temporal/session_replay/surfacing_scoring_sweep/workflow.py | .py | """Parent workflow for session surfacing scoring.
Per tick (driven by `schedule.py`):
1. `list_chunks_activity` plans the fan-out — N deterministic hash-partitioned
chunks, each carrying a `(chunk_id, of_chunks, chunk_size)` spec only.
2. All chunks are dispatched via `asyncio.gather` so they run in par... | 129 | 5,097 |
posthog | posthog/temporal/session_replay/surfacing_scoring_sweep/sql.py | .py | """ClickHouse statements for the session surfacing scoring pipeline.
The serving SELECT mirrors the training query in four CTEs:
1. `eligible_sessions`: hash-partitioned slice of unscored, eventful sessions
(`HAVING max(surfacing_score) IS NULL AND sum(event_count) > 0`) from
`session_replay_events`... | 394 | 22,620 |
posthog | posthog/temporal/session_replay/surfacing_scoring_sweep/__init__.py | .py | """Temporal pipeline that writes surfacing scores onto session_replay_events.
See README.md in this directory for the architecture rationale.
"""
from posthog.temporal.session_replay.surfacing_scoring_sweep.activities import (
list_chunks_activity,
score_chunk_activity,
)
from posthog.temporal.session_replay.... | 14 | 535 |
posthog | posthog/temporal/session_replay/surfacing_scoring_sweep/constants.py | .py | """Static config for the session surfacing scoring pipeline.
The pipeline runs on a fixed Schedule (every SCHEDULE_INTERVAL) and per tick
scores up to TARGET_SESSIONS_PER_TICK unscored sessions, sharded into
DEFAULT_OF_CHUNKS deterministic hash buckets.
"""
from datetime import timedelta
WORKFLOW_NAME = "score-sessi... | 64 | 2,999 |
posthog | posthog/temporal/session_replay/surfacing_scoring_sweep/schedule.py | .py | """Singleton Schedule lifecycle for the session scoring tick.
This is intentionally a single global Schedule, not per-team — the underlying
work is regional (one CH cluster per region) and the chunk fan-out is sized
for total per-region throughput. Use `a_upsert_schedule()` once per region
during deploy to register th... | 102 | 4,091 |
posthog | posthog/temporal/session_replay/surfacing_scoring_sweep/feature_schema.py | .py | """Parity checks for fetch_features_sql(), FEATURE_RANGES, and booster.feature_names."""
from __future__ import annotations
from posthog.temporal.session_replay.surfacing_scoring_sweep.features import FEATURE_RANGES, assert_ranges_cover
from posthog.temporal.session_replay.surfacing_scoring_sweep.sql import feature_c... | 68 | 3,125 |
posthog | posthog/temporal/session_replay/surfacing_scoring_sweep/metrics.py | .py | import typing
from django.conf import settings
from temporalio import activity
from temporalio.worker import ActivityInboundInterceptor, ExecuteActivityInput, Interceptor
from posthog.temporal.ai_observability.metrics import ExecutionTimeRecorder, get_metric_meter
SCORE_CHUNK_ACTIVITY_TYPE = "score_chunk_activity"
... | 73 | 3,092 |
posthog | posthog/temporal/session_replay/surfacing_scoring_sweep/features.py | .py | """Runtime range contract + parity validation for the session surfacing model.
The XGBoost booster is the single source of truth for *which* features the model
takes (its `.ubj` embeds `feature_names`); the worker reads them via
`scorer.get_feature_names()`, so a retrained booster updates serving with no code
change h... | 280 | 11,888 |
posthog | posthog/temporal/session_replay/surfacing_scoring_sweep/activities.py | .py | """Temporal activities for the session surfacing scoring pipeline.
Two activities:
* `list_chunks_activity` — runs once per workflow tick to gauge backlog
and emit deterministic chunk specs. Cheap.
* `score_chunk_activity` — runs once per chunk; does fetch-features
(CH SELECT) → predict (XGBoost) →... | 330 | 13,113 |
posthog | posthog/temporal/session_replay/enforce_max_replay_retention/types.py | .py | from dataclasses import dataclass
@dataclass(frozen=True)
class EnforceMaxReplayRetentionInput:
dry_run: bool
batch_size: int = 100
| 8 | 142 |
posthog | posthog/temporal/session_replay/enforce_max_replay_retention/workflow.py | .py | from datetime import timedelta
from temporalio import common, workflow
from posthog.temporal.common.base import PostHogWorkflow
from posthog.temporal.session_replay.enforce_max_replay_retention.activities import enforce_max_replay_retention
from posthog.temporal.session_replay.enforce_max_replay_retention.types impor... | 26 | 978 |
posthog | posthog/temporal/session_replay/enforce_max_replay_retention/__init__.py | .py | from posthog.temporal.session_replay.enforce_max_replay_retention.activities import enforce_max_replay_retention
from posthog.temporal.session_replay.enforce_max_replay_retention.workflow import EnforceMaxReplayRetentionWorkflow
ENFORCE_MAX_REPLAY_RETENTION_WORKFLOWS = [
EnforceMaxReplayRetentionWorkflow,
]
ENFOR... | 9 | 388 |
posthog | posthog/temporal/session_replay/enforce_max_replay_retention/activities.py | .py | from temporalio import activity
from posthog.constants import AvailableFeature
from posthog.models.team import Team
from posthog.session_recordings.data_retention import (
parse_feature_to_entitlement,
retention_violates_entitlement,
validate_retention_period,
)
from posthog.sync import database_sync_to_as... | 87 | 3,779 |
posthog | posthog/temporal/session_replay/count_playlist_items/types.py | .py | from dataclasses import dataclass
@dataclass(frozen=True)
class PlaylistToCount:
playlist_id: int
@dataclass(frozen=True)
class CountPlaylistInput:
playlist_id: int
| 12 | 177 |
posthog | posthog/temporal/session_replay/count_playlist_items/workflow.py | .py | import asyncio
from datetime import timedelta
import temporalio.common
import temporalio.workflow
from temporalio.exceptions import ApplicationError, WorkflowAlreadyStartedError
from posthog.temporal.common.base import PostHogWorkflow
from posthog.temporal.session_replay.count_playlist_items.activities import (
c... | 90 | 3,549 |
posthog | posthog/temporal/session_replay/count_playlist_items/counting_logic.py | .py | import json
from datetime import datetime, timedelta
from typing import Any
from django.conf import settings
from django.db.models import Count, F, Q
from django.utils import timezone
import posthoganalytics
from prometheus_client import Counter, Gauge, Histogram
from structlog import get_logger
from posthog.schema ... | 330 | 12,479 |
posthog | posthog/temporal/session_replay/count_playlist_items/__init__.py | .py | from posthog.session_recordings.playlist_filters import (
convert_filters_to_recordings_query,
convert_playlist_to_recordings_query,
)
from posthog.temporal.session_replay.count_playlist_items.activities import (
count_recordings_for_playlist,
fetch_playlists_to_count,
)
from posthog.temporal.session_re... | 30 | 803 |
posthog | posthog/temporal/session_replay/count_playlist_items/activities.py | .py | from temporalio import activity
from posthog.sync import database_sync_to_async
from posthog.temporal.common.heartbeat import Heartbeater
from posthog.temporal.common.logger import get_write_only_logger
from posthog.temporal.session_replay.count_playlist_items.counting_logic import (
count_recordings_that_match_pl... | 34 | 1,464 |
posthog | posthog/temporal/session_replay/replay_count_metrics/types.py | .py | from dataclasses import dataclass
@dataclass(frozen=True)
class ReplayCountMetricsInput:
pass
| 7 | 100 |
posthog | posthog/temporal/session_replay/replay_count_metrics/workflow.py | .py | from datetime import timedelta
from temporalio import common, workflow
from posthog.temporal.common.base import PostHogWorkflow
from posthog.temporal.session_replay.replay_count_metrics.activities import collect_replay_count_metrics
from posthog.temporal.session_replay.replay_count_metrics.types import ReplayCountMet... | 26 | 900 |
posthog | posthog/temporal/session_replay/replay_count_metrics/__init__.py | .py | from posthog.temporal.session_replay.replay_count_metrics.activities import collect_replay_count_metrics
from posthog.temporal.session_replay.replay_count_metrics.workflow import ReplayCountMetricsWorkflow
REPLAY_COUNT_METRICS_WORKFLOWS = [
ReplayCountMetricsWorkflow,
]
REPLAY_COUNT_METRICS_ACTIVITIES = [collect_... | 9 | 342 |
posthog | posthog/temporal/session_replay/replay_count_metrics/activities.py | .py | from prometheus_client import Gauge
from temporalio import activity
from posthog.clickhouse.query_tagging import Feature, Product, tag_queries
from posthog.metrics import pushed_metrics_registry
from posthog.temporal.common.clickhouse import get_client
from posthog.temporal.common.logger import get_write_only_logger
f... | 73 | 2,547 |
posthog | posthog/temporal/session_replay/delete_recordings/types.py | .py | from datetime import datetime
from typing import Annotated, Literal
from pydantic import BaseModel, Field
MAX_DELETE_BATCH_SIZE = 100
class DeletionProgress(BaseModel):
"""Accumulated state across continue-as-new executions."""
cursor: str | None = None
total_found: int = 0
total_deleted: int = 0
... | 128 | 2,899 |
posthog | posthog/temporal/session_replay/delete_recordings/workflow.py | .py | import asyncio
from datetime import timedelta
from itertools import batched
from typing import Literal
from temporalio import common, workflow
from posthog.temporal.common.base import PostHogWorkflow
from posthog.temporal.session_replay.delete_recordings.activities import (
cleanup_session_id_chunks,
delete_r... | 333 | 12,475 |
posthog | posthog/temporal/session_replay/delete_recordings/__init__.py | .py | from posthog.temporal.session_replay.delete_recordings.activities import (
cleanup_session_id_chunks,
delete_recordings,
load_recordings_with_person,
load_recordings_with_query,
load_recordings_with_team_id,
load_session_id_chunk,
purge_deleted_metadata,
)
from posthog.temporal.session_repla... | 35 | 1,047 |
posthog | posthog/temporal/session_replay/delete_recordings/metrics.py | .py | import typing
import datetime as dt
from django.conf import settings
from temporalio import activity, workflow
from temporalio.worker import (
ActivityInboundInterceptor,
ExecuteActivityInput,
ExecuteWorkflowInput,
Interceptor,
WorkflowInboundInterceptor,
WorkflowInterceptorClassInput,
)
from... | 165 | 5,881 |
posthog | posthog/temporal/session_replay/delete_recordings/activities.py | .py | import json
from datetime import UTC, datetime
from urllib import parse
from uuid import uuid4
from django.conf import settings
from structlog.contextvars import bind_contextvars
from temporalio import activity
from posthog.clickhouse.query_tagging import Feature, Product, tag_queries
from posthog.models import Team... | 251 | 10,247 |
posthog | posthog/temporal/session_replay/delete_recordings/object_storage.py | .py | """S3-backed chunked storage for session ID deletion workflows.
Avoids exceeding Temporal's ~2MB payload limit by storing session IDs
as chunked files in S3 instead of inline in the workflow input.
Write path (sync, from Django admin): uses posthog.storage.object_storage.write()
Read/delete path (async, from Temporal... | 100 | 3,138 |
posthog | posthog/temporal/session_replay/rasterize_recording/types.py | .py | import hashlib
from datetime import timedelta
from typing import Literal
from pydantic import BaseModel, model_validator
# Retry envelope for the Node rasterize activity (scheduled in workflow._run). Shared so the relayed
# recording-api token's TTL (rasterize.py) is derived from the same numbers and can't silently d... | 106 | 3,768 |
posthog | posthog/temporal/session_replay/rasterize_recording/workflow.py | .py | import datetime as dt
from typing import Any
import temporalio.workflow as wf
from temporalio import common
from posthog.temporal.common.base import PostHogWorkflow
from posthog.temporal.common.search_attributes import POSTHOG_SESSION_RECORDING_ID_KEY, POSTHOG_TEAM_ID_KEY
with wf.unsafe.imports_passed_through():
... | 170 | 6,437 |
posthog | posthog/temporal/session_replay/rasterize_recording/__init__.py | .py | from posthog.temporal.session_replay.rasterize_recording.activities import (
build_rasterization_input,
bump_stuck_counter_activity,
clear_stuck_counter_activity,
finalize_rasterization,
)
from posthog.temporal.session_replay.rasterize_recording.workflow import RasterizeRecordingWorkflow
RASTERIZE_RECO... | 16 | 530 |
posthog | posthog/temporal/session_replay/rasterize_recording/activities/stuck_counter.py | .py | from dataclasses import dataclass
from datetime import timedelta
import structlog
from redis.asyncio import Redis as AsyncRedis
from temporalio import activity
from posthog.redis import get_async_client
logger = structlog.get_logger(__name__)
_STUCK_KEY_PREFIX = "replay:rasterize:stuck"
# Each new failure refreshes... | 72 | 2,094 |
posthog | posthog/temporal/session_replay/rasterize_recording/activities/__init__.py | .py | from .rasterize import build_rasterization_input, finalize_rasterization
from .stuck_counter import (
BumpStuckCounterInput,
bump_stuck_counter_activity,
clear_stuck_counter_activity,
read_stuck_session_ids,
)
__all__ = [
"BumpStuckCounterInput",
"build_rasterization_input",
"bump_stuck_cou... | 17 | 434 |
posthog | posthog/temporal/session_replay/rasterize_recording/activities/rasterize.py | .py | from datetime import timedelta
from django.conf import settings
from django.db import close_old_connections, transaction
import structlog
from temporalio import activity
from posthog.session_recordings.recordings.recording_api_jwt import mint_recording_api_token, recording_api_jwt_enabled
from posthog.storage import... | 200 | 8,531 |
posthog | posthog/temporal/proxy_service/delete.py | .py | import json
import uuid
import typing as t
import asyncio
import datetime as dt
from dataclasses import dataclass
from django.db import connection
import grpc.aio
import temporalio.common
from asgiref.sync import sync_to_async
from structlog.contextvars import bind_contextvars
from temporalio import activity, workflo... | 232 | 8,323 |
posthog | posthog/temporal/proxy_service/monitor.py | .py | import ssl
import json
import uuid
import socket
import typing as t
import asyncio
import datetime as dt
import ipaddress
from dataclasses import dataclass
import grpc.aio
import requests
import dns.resolver
import temporalio.common
from structlog.contextvars import bind_contextvars
from temporalio import activity, wo... | 621 | 25,746 |
posthog | posthog/temporal/proxy_service/__init__.py | .py | # ruff: noqa: F401 intentionally not using these
from posthog.temporal.proxy_service.common import (
activity_capture_event,
activity_send_proxy_created_email,
activity_update_proxy_record,
)
from posthog.temporal.proxy_service.create import (
CreateManagedProxyInputs,
CreateManagedProxyWorkflow,
... | 55 | 1,521 |
posthog | posthog/temporal/proxy_service/create.py | .py | import json
import math
import uuid
import random
import typing as t
import asyncio
import datetime as dt
import ipaddress
from dataclasses import asdict, dataclass
from django.conf import settings
import grpc.aio
import requests
import dns.resolver
import dns.asyncresolver
import temporalio.common
from structlog imp... | 716 | 28,980 |
posthog | posthog/temporal/proxy_service/cloudflare.py | .py | """
Cloudflare for SaaS API client for managing Custom Hostnames and Worker Routes.
This module provides functions to interact with Cloudflare's API for:
- Creating/deleting Custom Hostnames (for TLS certificate provisioning)
- Creating/deleting Worker Routes (for routing traffic to the proxy worker)
- Getting Custom ... | 275 | 8,852 |
posthog | posthog/temporal/proxy_service/common.py | .py | import uuid
import typing as t
from dataclasses import dataclass
from django.conf import settings
from django.db import connection
import grpc.aio
import posthoganalytics
from asgiref.sync import sync_to_async
from structlog.contextvars import bind_contextvars
from temporalio import activity
from posthog.event_usage... | 243 | 7,748 |
posthog | posthog/temporal/proxy_service/test/monitor_test.py | .py | import json
import ipaddress
import pytest
from freezegun import freeze_time
from unittest.mock import MagicMock, Mock, patch
from django.test import TestCase
import requests
from parameterized import parameterized
from posthog.models import Organization, ProxyRecord
from posthog.temporal.proxy_service.monitor impo... | 252 | 11,722 |
posthog | posthog/temporal/proxy_service/test/test_cloudflare.py | .py | from django.test import SimpleTestCase, TestCase
from parameterized import parameterized
from posthog.temporal.proxy_service.cloudflare import (
CloudflareAPIError,
CustomHostnameSSLStatus,
CustomHostnameStatus,
_parse_hostname,
)
# Every status Cloudflare can send, which is a superset of what the en... | 114 | 4,049 |
posthog | posthog/temporal/proxy_service/test/dns_test.py | .py | import time
import uuid
import asyncio
from unittest.mock import MagicMock, patch
from django.test import TestCase
import requests
import dns.resolver
from parameterized import parameterized
from posthog.temporal.proxy_service.monitor import CheckActivityInput, check_dns, check_proxy_is_live
RECORD_ID = uuid.UUID(... | 125 | 4,415 |
posthog | posthog/temporal/proxy_service/test/test_create_workflow.py | .py | import uuid
import pytest
from unittest.mock import patch
import temporalio.worker
from temporalio import activity
from temporalio.client import WorkflowFailureError
from temporalio.exceptions import ApplicationError
from temporalio.testing import WorkflowEnvironment
from temporalio.worker import Worker
from posthog... | 184 | 6,861 |
posthog | posthog/temporal/proxy_service/test/test_send_proxy_email.py | .py | import uuid
import pytest
from unittest.mock import MagicMock, patch
from posthog.models import ProxyRecord
from posthog.models.organization import Organization
from posthog.models.user import User
from posthog.temporal.proxy_service.common import SendProxyCreatedEmailInputs, activity_send_proxy_created_email
@pyte... | 118 | 4,725 |
posthog | posthog/temporal/proxy_service/proto/__init__.py | .py | # ruff: noqa: F401 intentionally not using these
# the pb2 files are copied manually from github.com/posthog/proxy-provisioner for now
# this file just manually imports what we import elsewhere
from posthog.temporal.proxy_service.proto.proxy_provisioner_pb2 import (
READY as CertificateState_READY,
CreateReque... | 12 | 468 |
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