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posthog
products/growth/backend/models.py
.py
import json import hashlib from django.db import models from django.db.models import Q from posthog.models.utils import UpdatedMetaFields, UUIDModel class ProductPushCampaign(UUIDModel, UpdatedMetaFields): """One product pushed to a whole organization for a bounded window. A single table holds the queue (S...
295
12,974
posthog
products/growth/backend/apps.py
.py
from django.apps import AppConfig class GrowthConfig(AppConfig): default_auto_field = "django.db.models.BigAutoField" name = "products.growth.backend" label = "growth"
8
182
posthog
products/growth/backend/constants.py
.py
from typing import Literal, TypedDict from django.conf import settings SDK_CACHE_EXPIRY = 60 * 60 * 24 * 7 # 7 days β€” used by the GitHub `latestVersion` cache (hourly Dagster job) # Team-events snapshot TTL β€” sized to self-heal one missed daily cron run. # The Temporal `sdk_outdated` cron starts at 08:00 UTC; per-t...
255
10,577
posthog
products/growth/backend/sdk_health.py
.py
""" SDK Health health assessment. The single source of truth for SDK outdatedness detection. Consumed by: - the `sdk_outdated` Temporal health check (alerts / HealthIssue rows), - the SDK Health report endpoint (posthog/api/sdk_health.py), which the SDK Health UI and the SDK Health MCP tool both read. The fro...
876
32,638
posthog
products/growth/backend/routes.py
.py
from posthog.api.routing import RouterRegistry from products.growth.backend.api.ai_enrichment import AIEnrichmentViewSet from products.growth.backend.api.identity_matching import IdentityMatchingLinkViewSet from products.growth.backend.api.product_push import ProductPushCampaignViewSet def register_routes(routers: R...
20
861
posthog
products/growth/backend/management/commands/backfill_enrichment_fields.py
.py
"""Re-derive enrichment fields from each org's latest archived Harmonic payload and rewrite them. Generic by design: this re-runs the CURRENT transform_harmonic_company against the stored raw payload, so it always picks up every field the transform produces at run time -- not just the fields present when this command ...
140
6,723
posthog
products/growth/backend/management/commands/backfill_signup_enrichment.py
.py
"""Re-dispatch signup enrichment for organizations whose enrichment never persisted. Targets orgs created in a window that were eligible at signup (work email recorded) but have no archived provider fetch β€” the archive row is the first write of every enrichment run, so its absence means the run never completed. Re-dis...
122
6,325
posthog
products/growth/backend/management/commands/enrichment_label_dry_run.py
.py
"""Dry-run lab for iterating on an EnrichmentPromptConfig against real archived payloads. Nothing here persists: this is the interactive loop for iterating on prompt/version choices before a version is worth shadow-running for real via enrichment_label_batch. """ from pathlib import Path from typing import Any from ...
182
8,424
posthog
products/growth/backend/management/commands/backfill_harmonic_ownership.py
.py
"""Backfill ownership_status/parent_company/parent_company_domain for orgs enriched before Harmonic ownership lookup shipped. Targets OrganizationEnrichment rows with no "ownership_status" key in `data`, restricted to orgs the live pipeline actually fetched from a provider (an OrganizationEnrichmentFetch row exists) a...
216
10,671
posthog
products/growth/backend/management/commands/enrichment_label_batch.py
.py
"""Shadow batch runner: computes an EnrichmentLabelResult for every org's latest fetch. Idempotent and resumable β€” a killed or re-run pass skips any (org, label, version, fetch) already computed, so partial progress is never redone and a re-enriched org naturally recomputes under the same version. Nothing here is cons...
372
18,894
posthog
products/growth/backend/temporal/__init__.py
.py
from products.growth.backend.temporal.signup_enrichment import ( ACTIVITIES as SIGNUP_ENRICHMENT_ACTIVITIES, WORKFLOWS as SIGNUP_ENRICHMENT_WORKFLOWS, ) WORKFLOWS = [*SIGNUP_ENRICHMENT_WORKFLOWS] ACTIVITIES = [*SIGNUP_ENRICHMENT_ACTIVITIES]
9
251
posthog
products/growth/backend/temporal/signup_enrichment/workflow.py
.py
"""Real-time signup enrichment: a fire-and-forget Temporal workflow started after signup. The workflow wraps the orchestration-agnostic enrichment core (products/growth), writes the live stores, wires the write-once at-signup snapshot, and emits a launch fill-rate/failure signal. It is dispatched from the signup reque...
211
10,486
posthog
products/growth/backend/temporal/signup_enrichment/trigger.py
.py
"""Fire-and-forget dispatch of the signup enrichment workflow from the request path. Every guard lives here so the signup serializer stays a one-line call. Dispatch is gated by the kill switch and the Cloud region (self-hosted never dispatches), and never raises β€” a Temporal outage degrades to "enrichment did not run"...
174
7,075
posthog
products/growth/backend/temporal/signup_enrichment/__init__.py
.py
from products.growth.backend.temporal.signup_enrichment.workflow import ( SignupEnrichmentWorkflow, enrich_signup_organization_activity, ) WORKFLOWS = [SignupEnrichmentWorkflow] ACTIVITIES = [enrich_signup_organization_activity]
9
239
posthog
products/growth/backend/temporal/signup_enrichment/tests/test_trigger.py
.py
import pytest from unittest.mock import patch from django.test import override_settings from temporalio.exceptions import WorkflowAlreadyStartedError from products.growth.backend.temporal.signup_enrichment.trigger import ( dispatch_signup_enrichment, start_signup_enrichment_workflow, ) from products.growth.b...
236
11,165
posthog
products/growth/backend/temporal/signup_enrichment/tests/test_workflow.py
.py
import uuid import pytest from unittest.mock import AsyncMock, MagicMock, patch from temporalio.testing import WorkflowEnvironment from temporalio.worker import UnsandboxedWorkflowRunner, Worker from products.growth.backend.enrichment.fields import EnrichmentFields from products.growth.backend.temporal.signup_enrich...
114
5,003
posthog
products/growth/backend/temporal/signup_enrichment/tests/test_activity.py
.py
import threading import dataclasses import pytest from unittest.mock import AsyncMock, MagicMock, patch from asgiref.sync import sync_to_async from temporalio.testing import ActivityEnvironment from products.growth.backend.enrichment.fields import EnrichmentFields from products.growth.backend.temporal.signup_enrichm...
98
4,440
posthog
products/growth/backend/temporal/health_checks/sdk_outdated.py
.py
import json from collections import defaultdict from typing import Any import structlog from posthog.dags.common.owners import JobOwners from posthog.models.health_issue import HealthIssue from posthog.redis import get_client from posthog.temporal.health_checks.detectors import HealthExecutionPolicy from posthog.temp...
294
12,096
posthog
products/growth/backend/temporal/health_checks/tests/test_sdk_outdated.py
.py
from unittest.mock import MagicMock, patch from django.test import SimpleTestCase from parameterized import parameterized from posthog.models.health_issue import HealthIssue from products.growth.backend.constants import TEAM_SDK_CACHE_EXPIRY from products.growth.backend.temporal.health_checks.sdk_outdated import Sd...
293
11,996
posthog
products/growth/backend/tests/test_product_push_service.py
.py
from datetime import timedelta from posthog.test.base import BaseTest from unittest.mock import MagicMock, patch from django.utils import timezone from posthog.models.organization import Organization from posthog.models.product_intent.product_intent import ProductIntent from products.growth.backend.models import Pr...
268
11,965
posthog
products/growth/backend/tests/test_enrichment_clearbit.py
.py
from parameterized import parameterized from products.growth.backend.enrichment.clearbit import ClearbitInputs, clearbit_inputs_from_person_properties from products.growth.backend.enrichment.score import IcpScoreInputs, compute_icp_score def _properties(band=None): company = {"metrics": {"estimatedAnnualRevenue"...
56
2,301
posthog
products/growth/backend/tests/test_enrichment_core.py
.py
from posthog.test.base import BaseTest from unittest.mock import MagicMock, patch from asgiref.sync import async_to_sync from parameterized import parameterized from products.growth.backend.enrichment.bridge import ClayBridgeInputs from products.growth.backend.enrichment.core import enrich_organization from products....
418
19,839
posthog
products/growth/backend/tests/test_cross_sell_candidate_selector.py
.py
from django.test import TestCase from hypothesis import ( given, settings, strategies as st, ) from posthog.schema import ProductItemCategory, ProductKey from posthog.products import Products from products.growth.backend.cross_sell_candidate_selector import ( BASE_PREFERENCE_WEIGHTS, DEFAULT_IGN...
335
14,703
posthog
products/growth/backend/tests/test_backfill_enrichment_fields.py
.py
import datetime as dt from posthog.test.base import BaseTest from unittest.mock import MagicMock, patch from django.core.management import CommandError, call_command from django.utils import timezone from parameterized import parameterized from posthog.models.organization import Organization from products.growth.b...
165
6,880
posthog
products/growth/backend/tests/test_enrichment_labels.py
.py
import json import datetime as dt from io import StringIO from posthog.test.base import BaseTest, NonAtomicBaseTest from unittest.mock import MagicMock, patch from django.core.management import call_command from django.core.management.base import CommandError from django.test import SimpleTestCase import openai from...
708
31,316
posthog
products/growth/backend/tests/test_enrichment_providers.py
.py
import pytest from unittest.mock import AsyncMock, MagicMock, patch from products.growth.backend.enrichment.providers import HarmonicEnrichmentProvider def _fake_harmonic_client(company, *, parent_company=None, parent_side_effect=None): """Build a mock standing in for `async with AsyncHarmonicClient() as client`...
134
5,966
posthog
products/growth/backend/tests/test_enrichment_bridge.py
.py
from posthog.test.base import BaseTest from unittest.mock import patch from parameterized import parameterized from posthog.models.group.group import Group from products.growth.backend.enrichment.bridge import ( ClayBridgeInputs, OrganizationGroupTypeMissing, read_clay_bridge_inputs, ) _ORGANIZATION_GRO...
87
3,821
posthog
products/growth/backend/tests/test_enrichment_fields.py
.py
from products.growth.backend.enrichment.fields import EnrichmentFields def test_to_dict_drops_unset_fields(): fields = EnrichmentFields(company_type="startup", headcount=42) assert fields.to_dict() == {"company_type": "startup", "headcount": 42} def test_to_dict_keeps_falsey_but_set_values(): fields = E...
39
1,288
posthog
products/growth/backend/tests/test_snapshot.py
.py
from posthog.test.base import BaseTest from unittest.mock import MagicMock from parameterized import parameterized from products.growth.backend.enrichment.snapshot import ( SNAPSHOT_EVENT_NAME, SignupEnrichmentSnapshot, capture_signup_enrichment_snapshot, ) from products.growth.backend.models import Enric...
113
4,132
posthog
products/growth/backend/tests/test_enrichment_score.py
.py
from parameterized import parameterized from products.growth.backend.enrichment.score import SCORE_VERSION, IcpScoreInputs, compute_icp_score # A country on the allowlist keeps the -5 penalty out of the way, so each case isolates its branch. def _inputs(**overrides) -> IcpScoreInputs: return IcpScoreInputs(count...
173
5,298
posthog
products/growth/backend/tests/test_sdk_health.py
.py
from datetime import UTC, datetime, timedelta from django.test import SimpleTestCase from parameterized import parameterized from products.growth.backend.sdk_health import ( LEGACY_JAVA_MIGRATION_REASON, LEGACY_JAVA_VERSION_LABEL, MINOR_AGE_THRESHOLD_DAYS, MINOR_VERSIONS_BEHIND_THRESHOLD, SINGLE_...
940
37,017
posthog
products/growth/backend/tests/test_enrichment_writer.py
.py
from posthog.test.base import BaseTest from unittest.mock import MagicMock from products.growth.backend.enrichment.fields import EnrichmentFields from products.growth.backend.enrichment.writer import record_signup_work_email, write_organization_enrichment from products.growth.backend.models import OrganizationEnrichme...
73
3,131
posthog
products/growth/backend/tests/test_product_push_admin.py
.py
from typing import Any from posthog.test.base import BaseTest from django import forms from django.contrib.admin import AdminSite from django.db.models.fields import BLANK_CHOICE_DASH from django.test import RequestFactory from django.urls import reverse from posthog.models.organization import Organization from pro...
141
6,205
posthog
products/growth/backend/tests/test_enrichment_transform.py
.py
from parameterized import parameterized from products.growth.backend.enrichment.transform import MAX_INVESTORS, transform_harmonic_company def _company(**overrides): company = { "companyType": "STARTUP", "headcount": 120, "location": {"country": "United States"}, "foundingDate": {...
207
7,878
posthog
products/growth/backend/tests/test_enrichment_admin.py
.py
from typing import Any from posthog.test.base import BaseTest from django.contrib.admin import AdminSite from django.core.exceptions import ValidationError from django.test import RequestFactory, SimpleTestCase from parameterized import parameterized from products.growth.backend.admin import ( EnrichmentLabelNa...
261
10,643
posthog
products/growth/backend/tests/test_backfill_harmonic_ownership.py
.py
import uuid from io import StringIO from typing import Any, Optional from posthog.test.base import BaseTest from unittest.mock import AsyncMock, MagicMock, patch from django.core.management import call_command from posthog.models.organization import Organization, OrganizationMembership from posthog.models.user impor...
305
13,273
posthog
products/growth/backend/tests/test_enrichment_label_commands.py
.py
import json import threading from io import StringIO from typing import Any from posthog.test.base import BaseTest, NonAtomicBaseTest from unittest.mock import MagicMock, patch from django.core.management import call_command from django.core.management.base import CommandError from django.db import connection from p...
587
26,377
posthog
products/growth/backend/tests/test_product_push_selection.py
.py
from datetime import UTC, datetime, timedelta from posthog.test.base import BaseTest from django.test import SimpleTestCase from parameterized import parameterized from posthog.models.product_intent.product_intent import ProductIntent from posthog.models.project import Project from posthog.products import Products ...
160
7,625
posthog
products/growth/backend/tests/test_enrichment_backfill_command.py
.py
import datetime as dt from posthog.test.base import BaseTest from unittest.mock import patch from django.core.management import CommandError, call_command from django.test import override_settings from posthog.models.organization import Organization, OrganizationMembership from posthog.models.user import User from ...
113
4,696
posthog
products/growth/backend/tests/test_team_sdk_versions.py
.py
from unittest.mock import MagicMock, patch from django.test import SimpleTestCase from products.growth.backend.constants import TEAM_SDK_CACHE_EXPIRY from products.growth.backend.team_sdk_versions import get_and_cache_team_sdk_versions, get_sdk_versions_for_team class TestGetSdkVersionsForTeam(SimpleTestCase): ...
41
1,720
posthog
products/growth/backend/tests/test_enrichment_labels_validation.py
.py
import json from typing import Any from posthog.test.base import BaseTest from unittest.mock import MagicMock from django.test import SimpleTestCase from parameterized import parameterized from products.growth.backend.enrichment.labels import ( MAX_INPUT_COLUMNS, MAX_INPUT_DEPTH, MAX_INPUT_LIST_ITEMS, ...
402
16,719
posthog
products/growth/backend/tests/test_product_push_cadence.py
.py
from datetime import UTC, date, datetime from django.test import SimpleTestCase from parameterized import parameterized from products.growth.backend.product_push.cadence import ( campaign_ends_at, is_cooldown_over, is_grace_period_over, is_pin_due, is_retry_eligible, ) NOW = datetime(2026, 7, 1,...
60
2,195
posthog
products/growth/backend/api/ai_enrichment.py
.py
"""Staff-only DRF API for the enrichment "AI enrichment": list labels, list a label's prompt config versions, create a new immutable version, test-run a draft config against recent archived orgs, and flip which version is active. Shaped around config version + input rows + verdict rows, not around enrichment orgs, so ...
379
18,164
posthog
products/growth/backend/api/__init__.py
.py
from products.growth.backend.api.identity_matching import IdentityMatchingLinkViewSet __all__ = ["IdentityMatchingLinkViewSet"]
4
129
posthog
products/growth/backend/api/test_ai_enrichment.py
.py
import json import uuid import asyncio from typing import Any from posthog.test.base import APIBaseTest, NonAtomicAPIBaseTest from unittest.mock import MagicMock, patch from django.test import SimpleTestCase from parameterized import parameterized from rest_framework import status from posthog.models.organization i...
830
40,565
posthog
products/growth/backend/api/test_identity_matching.py
.py
import hashlib from datetime import UTC, datetime, timedelta from typing import Any from uuid import uuid4 from posthog.test.base import APIBaseTest from django.test import override_settings from parameterized import parameterized from rest_framework import status from posthog.clickhouse.client import sync_execute ...
270
12,676
posthog
products/growth/backend/api/product_push.py
.py
from typing import cast from drf_spectacular.utils import OpenApiParameter, extend_schema, extend_schema_field from rest_framework import serializers, status, viewsets from rest_framework.decorators import action from rest_framework.exceptions import NotFound, ValidationError from rest_framework.request import Request...
115
5,287
posthog
products/growth/backend/api/test_product_push.py
.py
from datetime import timedelta from typing import TYPE_CHECKING from freezegun import freeze_time from posthog.test.base import APIBaseTest from django.utils import timezone from rest_framework import status from posthog.constants import AvailableFeature from posthog.models.organization import Organization, Organiz...
133
5,742
posthog
products/growth/backend/api/identity_matching.py
.py
"""Read-only API over the identity matching links. Each run of the `identity_matching_job` Dagster job (products/growth/dags/identity_matching.py) writes its links and candidate pairs as Parquet to a per-run S3 prefix (`<prefix>/team_<team_id>/<job_id>/...`); nothing is persisted on the ClickHouse cluster. Every query...
483
24,718
posthog
products/growth/backend/api/ai_enrichment_serializers.py
.py
"""Request and response serializers for the staff AI enrichment API (see ai_enrichment.py). These are the source of truth for the generated frontend types and MCP tool schemas, so every field carries help_text and every response shape is a declared serializer rather than a raw dict. """ from typing import Any from d...
244
12,122
posthog
products/growth/backend/enrichment/clearbit.py
.py
"""Clearbit fallback for the ICP score's est_revenue input. A separate hog function projects Clearbit's own company lookup onto the signer's person profile under `person.properties.clearbit.*`, independently of the Clay bridge and on its own delay (median ~8s after signup, p99 ~3min). Pure extraction: no I/O β€” callers...
54
2,462
posthog
products/growth/backend/enrichment/transform.py
.py
"""Transform a Harmonic company response into the enrichment field registry. Tag/YC/safe-cast heuristics are shared with the Salesforce enrichment transforms in ee/billing/salesforce_enrichment/enrichment.py and imported from there rather than copied. """ from typing import Any, Optional from products.growth.backend...
137
5,874
posthog
products/growth/backend/enrichment/labels.py
.py
"""Classifier runner for versioned AI enrichment labels. Pure functions only: no persistence, no client construction. Callers build the OpenAI client via `get_llm_client(product="growth")` and pass it in β€” this module just turns an archived Harmonic payload plus a prompt config into a stamped verdict. """ import re i...
516
25,655
posthog
products/growth/backend/enrichment/fields.py
.py
"""Typed field registry for firmographic enrichment. The single source of truth every enrichment writer imports, so the Postgres record, the ClickHouse group-property projection, and the at-signup snapshot stay in lockstep. Provider-agnostic: providers transform their responses into this shape. The ICP score is delibe...
65
2,684
posthog
products/growth/backend/enrichment/score.py
.py
"""ICP scoring, transcribed from the Clay "ICP Scoring" formula column. A faithful port, not a redesign: the formula, its weights, and its quirks are owned by #team-demand-gen and revised separately. Scores are version-stamped so a later revision can recompute historical orgs from the fetch archive under a new version...
96
3,859
posthog
products/growth/backend/enrichment/writer.py
.py
"""Writers for the live enrichment stores. Orchestration-agnostic: plain functions any orchestrator (the real-time Temporal workflow, a later batch Dagster asset) can call. Two of the three stores are written here β€” the Postgres record read in-request and the ClickHouse group-property projection. The at-signup person-...
119
5,163
posthog
products/growth/backend/enrichment/bridge.py
.py
"""Read the scoring inputs Clay still owns, off the organization group it writes. The ICP score's revenue input has no first-party source, so while Clay runs in parallel we read its own group property back and score on it. That keeps our scores bit-comparable with Clay's on the orgs it also scores. The formula's thir...
95
4,281
posthog
products/growth/backend/enrichment/countries.py
.py
"""Country-name to ISO 3166-1 alpha-2 mapping for provider responses. Providers (Harmonic) return long English country names; the `icp_country` group property holds ISO alpha-2 codes. The base mapping comes from babel's CLDR territory data (already a dependency), inverted name->code; `_ALIASES` covers provider spellin...
60
2,021
posthog
products/growth/backend/enrichment/snapshot.py
.py
"""At-signup enrichment snapshot. Captures the firmographic enrichment values as they were at signup, separate from the live values that later enrichment runs continuously refresh onto the organization group. The snapshot is emitted once as a person-scoped event and never updated. """ import dataclasses from typing i...
75
2,704
posthog
products/growth/backend/enrichment/lab.py
.py
"""Runner pieces behind the staff AI enrichment lab endpoints (products/growth/backend/api/ai_enrichment.py): the gateway model list, and the concurrent stream that drives a test run. Org-agnostic on purpose: everything here takes (config, fetch, client) in and a verdict out. Callers build the input fetches themselves...
174
8,957
posthog
products/growth/backend/enrichment/providers.py
.py
"""Enrichment provider interface and the Harmonic implementation. The interface keeps the enrichment core provider-agnostic; Harmonic is the first provider. AsyncHarmonicClient (ee/billing/salesforce_enrichment) is reused as-is β€” tach already allows products.growth to import ee. """ import abc import dataclasses from...
93
3,544
posthog
products/growth/backend/enrichment/core.py
.py
"""Orchestration-agnostic enrichment core. Wraps a provider lookup and the live-store write into one coroutine that any orchestrator can await β€” the real-time Temporal workflow (fire-and-forget from signup) today, a batch Dagster asset later. No orchestration concerns leak in here. """ import dataclasses from typing ...
215
10,092
posthog
products/growth/backend/product_push/selection.py
.py
"""Next-product selection for organization product push campaigns. TAM-scheduled rows always take precedence, in TAM-defined order. Otherwise we walk BLESSED_PRODUCT_ORDER and pick the first product the org is not excluded from β€” there is deliberately no preference between never-pushed products and retry-eligible ones...
164
7,301
posthog
products/growth/backend/product_push/service.py
.py
"""State transitions and adoption detection for product push campaigns. Adoption is ProductIntent-based for v1. Extension path: plug ClickHouse usage counters (posthog/tasks/usage_report.py `get_teams_with_*_count_in_period` helpers) as a second source inside `org_adopted_product` β€” its contract stays fixed. We delibe...
354
14,292
posthog
products/growth/backend/product_push/cadence.py
.py
"""Cadence rules for organization product push campaigns. Pure date math β€” no DB access β€” so the rules are unit-testable in isolation. Campaigns are rolling windows anchored on their own start (not on the org's signup anniversary): the between-campaigns cooldown and early adoption closes make anniversary anchoring imp...
49
1,834
posthog
products/legal_documents/backend/admin.py
.py
from typing import IO, Any, cast from django import forms from django.contrib import admin, messages from django.core.exceptions import ValidationError from django.core.files.uploadedfile import UploadedFile from django.core.validators import FileExtensionValidator from django.db import IntegrityError, transaction fro...
371
15,330
posthog
products/legal_documents/backend/storage.py
.py
""" Object storage helpers for legal documents β€” kept separate from logic/ so admin.py (autodiscovered very early by django.contrib.admin) doesn't transitively pull ee.billing.BillingManager and trigger an import cycle. """ from __future__ import annotations from django.conf import settings from .models import Legal...
21
715
posthog
products/legal_documents/backend/models.py
.py
from django.db import models from posthog.models.activity_logging.model_activity import ModelActivityMixin from posthog.models.utils import CreatedMetaFields, UpdatedMetaFields, UUIDModel class LegalDocument(ModelActivityMixin, CreatedMetaFields, UpdatedMetaFields, UUIDModel): class DocumentType(models.TextChoic...
59
2,443
posthog
products/legal_documents/backend/apps.py
.py
from django.apps import AppConfig class LegalDocumentsConfig(AppConfig): name = "products.legal_documents.backend" label = "legal_documents" verbose_name = "Legal documents" def ready(self) -> None: # Register the activity-log signal handler for LegalDocument. from . import signals #...
12
332
posthog
products/legal_documents/backend/signals.py
.py
from __future__ import annotations import dataclasses import structlog from posthog.models.activity_logging.activity_log import ( ActivityContextBase, ActivityScope, Detail, changes_between, log_activity, ) from posthog.models.signals import model_activity_signal, mutable_receiver from posthog.mo...
73
2,046
posthog
products/legal_documents/backend/routes.py
.py
from posthog.api.routing import RouterRegistry from products.legal_documents.backend.presentation.views import LegalDocumentViewSet def register_routes(routers: RouterRegistry) -> None: routers.organizations.register( r"legal_documents", LegalDocumentViewSet, "organization_legal_documents...
13
358
posthog
products/legal_documents/backend/tasks/tasks.py
.py
""" Celery tasks for legal_documents. Async entrypoints that call the facade (facade/api.py). Keep task functions thin β€” only call facade methods. """ from __future__ import annotations from uuid import UUID import structlog from celery import shared_task from ..facade import api logger = structlog.get_logger(__n...
50
1,426
posthog
products/legal_documents/backend/tasks/schedules.py
.py
"""Celery beat schedules for legal_documents.""" # Define periodic task schedules here
3
87
posthog
products/legal_documents/backend/presentation/serializers.py
.py
from typing import Any from rest_framework import serializers from rest_framework.exceptions import PermissionDenied from rest_framework_dataclasses.serializers import DataclassSerializer from posthog.models.organization import Organization from ..facade import api from ..facade.contracts import LegalDocumentDTO fro...
65
2,567
posthog
products/legal_documents/backend/presentation/views.py
.py
from typing import cast from uuid import UUID from django.core.exceptions import ValidationError as DjangoValidationError from django.http import HttpResponseRedirect from drf_spectacular.utils import extend_schema from rest_framework import exceptions, permissions, status, viewsets from rest_framework.decorators imp...
132
6,347
posthog
products/legal_documents/backend/presentation/urls.py
.py
"""URL routes for legal_documents.""" from rest_framework.routers import DefaultRouter # from .views import ... router = DefaultRouter() urlpatterns = router.urls
9
166
posthog
products/legal_documents/backend/presentation/permissions.py
.py
from typing import cast from rest_framework import exceptions from rest_framework.permissions import BasePermission from rest_framework.request import Request from rest_framework.views import APIView from posthog.cloud_utils import is_cloud, is_dev_mode from posthog.models.organization import OrganizationMembership f...
51
2,143
posthog
products/legal_documents/backend/presentation/webhook.py
.py
import json from django.conf import settings import structlog from drf_spectacular.utils import OpenApiTypes, extend_schema from rest_framework import status from rest_framework.decorators import api_view, authentication_classes, permission_classes from rest_framework.request import Request from rest_framework.respon...
133
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posthog
products/legal_documents/backend/tests/test_api.py
.py
import hmac import json import hashlib from contextlib import contextmanager from datetime import timedelta from typing import Any from posthog.test.base import APIBaseTest from unittest.mock import patch from django.db import IntegrityError from django.test import override_settings from django.utils import timezone ...
1,138
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posthog
products/legal_documents/backend/tests/test_pandadoc.py
.py
import hmac import hashlib from unittest.mock import MagicMock, patch from django.test import TestCase, override_settings from parameterized import parameterized from products.legal_documents.backend.logic import pandadoc class TestPandaDocClient(TestCase): @override_settings(PANDADOC_API_KEY="", PANDADOC_API...
322
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posthog
products/legal_documents/backend/tests/test_reconcile_tasks.py
.py
from typing import Any from posthog.test.base import NonAtomicTestMigrations from django.test import SimpleTestCase from posthog.celery import app from products.legal_documents.backend.facade import api as legal_api from products.legal_documents.backend.tasks.tasks import archive_signed_legal_document_pdf class T...
75
3,371
posthog
products/legal_documents/backend/tests/test_admin.py
.py
from typing import Any from posthog.test.base import APIBaseTest from unittest.mock import patch from django.contrib.admin import AdminSite from django.contrib.admin.widgets import AutocompleteSelect from django.contrib.messages.storage.fallback import FallbackStorage from django.core.exceptions import ValidationErro...
416
19,948
posthog
products/legal_documents/backend/tests/test_logic.py
.py
from typing import Any from posthog.test.base import APIBaseTest from unittest.mock import patch from django.test import override_settings from products.legal_documents.backend.logic import ( delete_document, pandadoc as pandadoc_module, ) from products.legal_documents.backend.models import LegalDocument c...
131
6,265
posthog
products/legal_documents/backend/facade/contracts.py
.py
""" Contract types for legal_documents. Stable, framework-free frozen dataclasses that define what this product exposes to the rest of the codebase. No Django imports. """ from dataclasses import dataclass from datetime import datetime from uuid import UUID @dataclass(frozen=True) class LegalDocumentCreator: fi...
55
1,426
posthog
products/legal_documents/backend/facade/enums.py
.py
"""Exported enums and constants for legal_documents.""" from enum import StrEnum class DocumentType(StrEnum): BAA = "BAA" DPA = "DPA" MSA = "MSA" class LegalDocumentStatus(StrEnum): SUBMITTED_FOR_SIGNATURE = "submitted_for_signature" SIGNED = "signed"
15
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posthog
products/legal_documents/backend/facade/api.py
.py
""" Facade for legal_documents. This is the ONLY module other products (and the presentation layer) are allowed to import. Accepts frozen dataclasses as input, returns frozen dataclasses as output, and never leaks ORM instances or QuerySets across the boundary. """ from __future__ import annotations from collections...
363
15,633
posthog
products/legal_documents/backend/facade/tasks.py
.py
"""Facade re-export for the legal_documents Celery tasks. Core's beat schedule (``posthog/tasks/scheduled.py``) imports the reconciliation task object and calls ``.s()`` on it, so the wiring crosses the boundary as an object, not data. Re-exporting the tasks keeps that coupling at the facade boundary. Each ``name=`` i...
13
605
posthog
products/legal_documents/backend/logic/__init__.py
.py
""" Business logic for legal_documents. ORM queries, validation, calculations, business rules. Called by facade/api.py β€” do not call from outside this module. """ from __future__ import annotations from collections.abc import Callable, Iterable from datetime import timedelta from uuid import UUID from django.conf i...
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posthog
products/legal_documents/backend/logic/pandadoc.py
.py
""" Thin client for the PandaDoc public API. We hit these endpoints: POST /public/v1/documents -> create a document from a template GET /public/v1/documents/{id} -> read an envelope's current status POST /public/v1/documents/{id}/send -> email the signing envelope PATCH /pub...
317
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posthog
products/ai_observability/skills/exploring-llm-clusters/scripts/print_clusters.py
.py
"""Print a summary of clusters from a clustering run result.""" import json import sys def load_result_file(path): with open(path) as f: raw = json.load(f) if isinstance(raw, list) and raw and isinstance(raw[0], dict) and raw[0].get("type") == "text": raw = json.loads(raw[0]["text"]) retu...
104
3,949
posthog
products/ai_observability/skills/exploring-llm-traces/scripts/extract_conversation.py
.py
"""Extract user/assistant messages from LLM generation events in a trace. Env vars: MAX_LEN β€” truncation limit per message (default 500, 0 for unlimited) """ import json import os import sys def load_trace_file(path): with open(path) as f: raw = json.load(f) # Claude Code persists large MCP tool ...
107
4,055
posthog
products/ai_observability/skills/exploring-llm-traces/scripts/extract_span.py
.py
"""Extract a specific span's full input/output state by name. Usage: SPAN="upsert_dashboard" python3 scripts/extract_span.py FILE SPAN="router" python3 scripts/extract_span.py FILE Env vars: SPAN β€” span name to match (case-insensitive substring match) MAX_LEN β€” truncation limit (default 0 = unlimited) ""...
77
2,454
posthog
products/ai_observability/skills/exploring-llm-traces/scripts/search_traces.py
.py
"""Search for a keyword across all event properties in a trace.""" import json import os import sys def load_trace_file(path): with open(path) as f: raw = json.load(f) # Claude Code persists large MCP tool results as [{"type": "text", "text": "<json>"}] β€” unwrap to get the actual trace data. if i...
46
1,685
posthog
products/ai_observability/skills/exploring-llm-traces/scripts/print_summary.py
.py
"""Print a concise trace summary: metadata, tool calls, and final LLM output.""" import json import os import sys def load_trace_file(path): with open(path) as f: raw = json.load(f) if isinstance(raw, list) and raw and raw[0].get("type") == "text": raw = json.loads(raw[0]["text"]) metadat...
152
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posthog
products/ai_observability/skills/exploring-llm-traces/scripts/show_structure.py
.py
"""Show JSON keys and types without values. Reads from stdin or a file argument.""" import json import sys def load_trace_data(source): raw = json.load(source) # Claude Code persists large MCP tool results as [{"type": "text", "text": "<json>"}] β€” unwrap to get the actual trace data. if isinstance(raw, l...
45
1,435
posthog
products/ai_observability/skills/exploring-llm-traces/scripts/print_timeline.py
.py
"""Print a chronological timeline of tool calls and generations in a trace.""" import json import sys def load_trace_file(path): with open(path) as f: raw = json.load(f) # Claude Code persists large MCP tool results as [{"type": "text", "text": "<json>"}] β€” unwrap to get the actual trace data. if...
51
2,214
posthog
products/ai_observability/backend/dataset_limits.py
.py
MAX_DATASET_EXPORT_MEGABYTES = 250 MAX_DATASET_EXPORT_BYTES = MAX_DATASET_EXPORT_MEGABYTES * 1_000_000 MAX_ITEMS_PER_DATASET = 600 # Reserve space for identifiers, provenance fields, JSON keys, and escaping in each JSONL row. MAX_DATASET_EXPORT_ROW_OVERHEAD_BYTES = 10_000 MAX_DATASET_ITEM_PAYLOAD_BYTES = ( MAX_DA...
11
406
posthog
products/ai_observability/backend/dataset_queries.py
.py
from uuid import UUID from django.db.models import F, OuterRef, QuerySet, Subquery from products.ai_observability.backend.models.datasets import DatasetItemVersion, DatasetRevision def consistent_dataset_item_versions( queryset: QuerySet[DatasetItemVersion, DatasetItemVersion], ) -> QuerySet[DatasetItemVersion,...
52
1,683
posthog
products/ai_observability/backend/apps.py
.py
from typing import TYPE_CHECKING from django.apps import AppConfig if TYPE_CHECKING: from products.exports.backend.models.exported_asset import ExportedAsset def _export_dataset_jsonl(asset: "ExportedAsset") -> None: from products.ai_observability.backend.dataset_export import ( # noqa: PLC0415 -- keeps da...
32
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posthog
products/ai_observability/backend/score_definition_configs.py
.py
import re from typing import Any from drf_spectacular.utils import PolymorphicProxySerializer, extend_schema_field from rest_framework import serializers SCORE_DEFINITION_KEY_PATTERN = re.compile(r"^[a-z0-9]+(?:[_-][a-z0-9]+)*$") def normalize_score_definition_key(value: str, *, field_name: str = "key") -> str: ...
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