Build analytics reports from the section collectors

This commit is contained in:
Josh Hawkins
2026-09-22 08:17:01 -05:00
parent 7f2fd71d12
commit a8ed8b8592
2 changed files with 195 additions and 0 deletions
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"""Build a report from the section collectors."""
import logging
import time
from collections.abc import Callable
from typing import TYPE_CHECKING, Any
from uuid import uuid4
from pydantic import BaseModel
from frigate.analytics.collectors import (
cameras,
detection,
features,
hardware,
health,
install,
)
from frigate.analytics.context import ReportContext
from frigate.analytics.schema import SCHEMA_VERSION, AnalyticsReport
from frigate.analytics.state import load_state
from frigate.config import FrigateConfig
if TYPE_CHECKING:
from frigate.notices.registry import NoticeRegistry
from frigate.stats.emitter import StatsEmitter
logger = logging.getLogger(__name__)
COLLECTORS: dict[str, Callable[[ReportContext], BaseModel | None]] = {
"install": install.collect,
"hardware": hardware.collect,
"detection": detection.collect,
"cameras": cameras.collect,
"features": features.collect,
"health": health.collect,
}
# shown in the preview until the first report creates a real ID
PREVIEW_INSTALL_ID = "0" * 32
def build_report(
ctx: ReportContext, install_id: str, sent_at: int | None = None
) -> AnalyticsReport:
"""Run every collector; one that fails sends its section as null."""
sections: dict[str, Any] = {}
for name, collect in COLLECTORS.items():
try:
sections[name] = collect(ctx)
except Exception:
# a collector bug must cost one section, never the whole report
logger.warning("Analytics %s section failed", name, exc_info=True)
sections[name] = None
return AnalyticsReport.model_validate(
{
"schema_version": SCHEMA_VERSION,
"install_id": install_id,
"report_id": str(uuid4()),
"sent_at": int(time.time()) if sent_at is None else sent_at,
**sections,
}
)
def gather_context(
config: FrigateConfig,
stats_emitter: "StatsEmitter | None",
notice_registry: "NoticeRegistry | None",
) -> ReportContext:
return ReportContext(
config=config,
stats=stats_emitter.get_latest_stats() if stats_emitter is not None else {},
notice_stats=notice_registry.stats() if notice_registry is not None else [],
)
def preview_report(
config: FrigateConfig,
stats_emitter: "StatsEmitter | None",
notice_registry: "NoticeRegistry | None",
) -> AnalyticsReport:
"""The report the next send would carry, without sending it."""
state = load_state()
ctx = gather_context(config, stats_emitter, notice_registry)
return build_report(ctx, state.install_id if state else PREVIEW_INSTALL_ID)
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"""Tests for building a report from the collectors."""
import json
import logging
import os
import unittest
from unittest.mock import Mock, patch
from peewee_migrate import Router
from playhouse.sqlite_ext import SqliteExtDatabase
from playhouse.sqliteq import SqliteQueueDatabase
from frigate.analytics import report
from frigate.analytics.collectors import hardware
from frigate.analytics.schema import AnalyticsReport, InstallSection
from frigate.models import User
from frigate.test.analytics_helpers import make_context
from frigate.test.const import TEST_DB, TEST_DB_CLEANUPS
INSTALL = InstallSection(
version="0.19.0",
image_variant="dev",
install_type="docker",
arch="x86_64",
kernel="6.8",
run_as_root=False,
)
class TestBuildReport(unittest.TestCase):
def test_a_failing_collector_nulls_only_its_section(self):
collectors = {
"install": lambda ctx: INSTALL,
"hardware": Mock(side_effect=RuntimeError("boom")),
"detection": lambda ctx: None,
"cameras": lambda ctx: None,
"features": lambda ctx: None,
"health": lambda ctx: None,
}
with patch.dict(report.COLLECTORS, collectors):
built = report.build_report(make_context(), "a" * 32, sent_at=1790000000)
self.assertEqual(built.install, INSTALL)
self.assertIsNone(built.hardware)
self.assertEqual(built.schema_version, 1)
self.assertEqual(built.sent_at, 1790000000)
self.assertRegex(built.report_id, r"^[0-9a-f-]{36}$")
class TestRealCollectors(unittest.TestCase):
def setUp(self):
migrate_db = SqliteExtDatabase(TEST_DB)
del logging.getLogger("peewee_migrate").handlers[:]
Router(migrate_db).run()
migrate_db.close()
self.db = SqliteQueueDatabase(TEST_DB)
self.db.bind([User])
def tearDown(self):
# close() leaves the queue's writer thread running against the deleted file
self.db.stop()
if not self.db.is_closed():
self.db.close()
for file in TEST_DB_CLEANUPS:
try:
os.remove(file)
except OSError:
pass
def test_every_section_builds_and_round_trips_through_json(self):
with (
patch.object(hardware.hardware_prober, "probe", return_value=[]),
patch.object(hardware, "hwaccel_options", return_value=("", [])),
):
built = report.build_report(make_context(), "a" * 32)
body = built.model_dump_json()
parsed = json.loads(body)
for section in (
"install",
"hardware",
"detection",
"cameras",
"features",
"health",
):
with self.subTest(section=section):
self.assertIsNotNone(parsed[section])
self.assertEqual(AnalyticsReport.model_validate_json(body), built)
def test_preview_uses_a_placeholder_id_before_the_first_report(self):
stats_emitter = Mock()
stats_emitter.get_latest_stats.return_value = {}
with (
patch.object(report, "load_state", return_value=None),
patch.object(hardware.hardware_prober, "probe", return_value=[]),
patch.object(hardware, "hwaccel_options", return_value=("", [])),
):
built = report.preview_report(make_context().config, stats_emitter, None)
self.assertEqual(built.install_id, report.PREVIEW_INSTALL_ID)