711 lines
26 KiB
Python
711 lines
26 KiB
Python
"""Durable aggregation and local export for Hermes shared metrics."""
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from __future__ import annotations
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import json
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import logging
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import sqlite3
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import uuid
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from collections.abc import Iterator
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from contextlib import contextmanager
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from datetime import datetime, timedelta, timezone
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from pathlib import Path
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from typing import Any
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from hermes_cli.sqlite_util import write_txn
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from hermes_constants import get_hermes_home
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from utils import atomic_json_write
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from .shared_metrics_contract import (
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CLIENT_ACTIVE_METRIC,
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COUNTER_METRICS,
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MODEL_ROUTE_METRIC,
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client_resource_is_valid,
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counter_dimensions_are_valid,
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)
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_PACKAGE_SCHEMA_VERSION = "hermes.shared_metrics.v2"
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_STORE_SCHEMA_VERSION = "2"
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_BUSY_TIMEOUT_MS = 250
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_SCHEMA_BUSY_TIMEOUT_MS = 5_000
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_LOCAL_HISTORY_RETENTION_DAYS = 30
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_ACTIVE_INSTALL_STATE_KEY = "client_active_recorded_at"
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_ACTIVE_INSTALL_INTERVAL = timedelta(hours=24)
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# Column order of the client resource in every counter_aggregates statement.
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_RESOURCE_COLUMNS = ("hermes_version", "os_family", "architecture", "install_method")
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logger = logging.getLogger(__name__)
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def _utc_now() -> datetime:
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return datetime.now(timezone.utc)
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def _isoformat(value: datetime) -> str:
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return value.astimezone(timezone.utc).isoformat().replace("+00:00", "Z")
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def _compact_json(value: Any) -> str:
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return json.dumps(value, sort_keys=True, separators=(",", ":"))
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def _row_resource(row: sqlite3.Row) -> dict[str, str]:
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return {column: row[column] for column in _RESOURCE_COLUMNS}
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def _ensure_private(path: Path, mode: int) -> None:
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if mode == 0o700:
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path.mkdir(parents=True, exist_ok=True, mode=mode)
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else:
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path.touch(mode=mode, exist_ok=True)
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try:
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path.chmod(mode)
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except OSError:
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pass
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class SharedMetricsStore:
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"""Persist allowlisted counters and export immutable delta packages."""
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def __init__(
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self,
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database_path: Path | None = None,
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outbox_directory: Path | None = None,
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) -> None:
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root = get_hermes_home() / "telemetry" / "shared_metrics"
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self.database_path = database_path or root / "metrics.sqlite3"
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self.outbox_directory = outbox_directory or root / "outbox"
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_ensure_private(self.database_path.parent, 0o700)
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_ensure_private(self.outbox_directory, 0o700)
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_ensure_private(self.database_path, 0o600)
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self._ensure_schema()
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def record_model_call(self, dimensions: dict[str, str], resource: dict[str, str]) -> None:
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"""Increment the terminal model-call counter for the current UTC day."""
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self.record_counter(MODEL_ROUTE_METRIC, dimensions, resource)
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def record_client_active(self, resource: dict[str, str]) -> bool:
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"""Record this install at most once in any rolling 24-hour window."""
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dimensions: dict[str, str] = {}
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self._validate_counter(CLIENT_ACTIVE_METRIC, dimensions, resource)
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now = _utc_now()
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with self._write() as connection:
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row = connection.execute(
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"SELECT value FROM telemetry_state WHERE key = ?",
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(_ACTIVE_INSTALL_STATE_KEY,),
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).fetchone()
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last_recorded = self._parse_state_timestamp(row["value"]) if row is not None else None
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if last_recorded is not None:
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if last_recorded > now:
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# A wall-clock correction must not suppress activity until the
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# stale future timestamp plus another full interval.
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connection.execute(
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"""
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UPDATE telemetry_state
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SET value = ?
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WHERE key = ?
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""",
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(_isoformat(now), _ACTIVE_INSTALL_STATE_KEY),
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)
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return False
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if now < last_recorded + _ACTIVE_INSTALL_INTERVAL:
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return False
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self._install_id(connection)
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self._record_counter_in_transaction(
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connection, CLIENT_ACTIVE_METRIC, dimensions, resource,
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period_start=now.date().isoformat(),
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)
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connection.execute(
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"""
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INSERT INTO telemetry_state(key, value)
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VALUES (?, ?)
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ON CONFLICT(key) DO UPDATE SET value = excluded.value
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""",
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(_ACTIVE_INSTALL_STATE_KEY, _isoformat(now)),
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)
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return True
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def record_counter(
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self, metric_name: str, dimensions: dict[str, str], resource: dict[str, str]
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) -> None:
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"""Increment one allowlisted counter for the current UTC day."""
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self._validate_counter(metric_name, dimensions, resource)
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with self._connection() as connection:
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self._record_counter_in_transaction(
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connection, metric_name, dimensions, resource,
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period_start=_utc_now().date().isoformat(),
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)
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@staticmethod
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def _validate_counter(
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metric_name: str, dimensions: dict[str, str], resource: dict[str, str]
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) -> None:
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if metric_name not in COUNTER_METRICS:
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raise ValueError(f"Unsupported shared metric: {metric_name}")
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if not counter_dimensions_are_valid(metric_name, dimensions):
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raise ValueError(f"Unsupported dimensions for shared metric: {metric_name}")
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if not client_resource_is_valid(resource):
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raise ValueError("Unsupported shared-metrics client resource")
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@staticmethod
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def _record_counter_in_transaction(
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connection: sqlite3.Connection,
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metric_name: str,
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dimensions: dict[str, str],
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resource: dict[str, str],
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*,
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period_start: str,
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) -> None:
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connection.execute(
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"""
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INSERT INTO counter_aggregates(
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period_start,
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metric_name,
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hermes_version,
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os_family,
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architecture,
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install_method,
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dimensions_json,
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value,
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packaged_value
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) VALUES (?, ?, ?, ?, ?, ?, ?, 1, 0)
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ON CONFLICT(
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period_start,
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metric_name,
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hermes_version,
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os_family,
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architecture,
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install_method,
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dimensions_json
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)
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DO UPDATE SET value = value + 1
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""",
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(
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period_start,
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metric_name,
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*(resource[column] for column in _RESOURCE_COLUMNS),
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_compact_json(dimensions),
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),
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)
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def create_and_export_package(self) -> list[Path]:
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"""Commit one pending delta package, then atomically export the outbox."""
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for _ in range(self._pending_period_count()):
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if self._create_package() is None:
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break
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return self._export_and_prune()
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def create_and_export_package_if_due(self) -> list[Path]:
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"""Create pending packages at most once per UTC day, then export them."""
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self._create_pending_packages_if_due()
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return self._export_and_prune()
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def _export_and_prune(self) -> list[Path]:
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exported = self._export_pending_packages()
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try:
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self._prune_expired_history()
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except Exception:
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logger.warning("Unable to prune expired shared-metrics history", exc_info=True)
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return exported
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def counter_snapshot(self) -> list[dict[str, Any]]:
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"""Return cumulative counters for focused tests and local inspection."""
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with self._connection() as connection:
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rows = connection.execute(
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"""
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SELECT
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period_start,
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metric_name,
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hermes_version,
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os_family,
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architecture,
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install_method,
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dimensions_json,
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value,
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packaged_value
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FROM counter_aggregates
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ORDER BY
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period_start,
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hermes_version,
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os_family,
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architecture,
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install_method,
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metric_name,
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dimensions_json
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"""
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).fetchall()
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return [
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{
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"period_start": row["period_start"],
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"metric_name": row["metric_name"],
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"resource": _row_resource(row),
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"dimensions": json.loads(row["dimensions_json"]),
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"value": row["value"],
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"packaged_value": row["packaged_value"],
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}
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for row in rows
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]
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@contextmanager
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def _connection(
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self, *, busy_timeout_ms: int = _BUSY_TIMEOUT_MS
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) -> Iterator[sqlite3.Connection]:
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connection = sqlite3.connect(self.database_path, timeout=busy_timeout_ms / 1000)
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try:
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connection.row_factory = sqlite3.Row
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connection.execute(f"PRAGMA busy_timeout={busy_timeout_ms}")
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with connection:
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yield connection
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finally:
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connection.close()
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@contextmanager
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def _write(self, *, busy_timeout_ms: int = _BUSY_TIMEOUT_MS) -> Iterator[sqlite3.Connection]:
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"""A connection inside one write transaction."""
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with self._connection(busy_timeout_ms=busy_timeout_ms) as connection:
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with write_txn(connection):
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yield connection
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def _ensure_schema(self) -> None:
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# Serialize first-run creation and upgrades across Hermes processes.
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with self._write(busy_timeout_ms=_SCHEMA_BUSY_TIMEOUT_MS) as connection:
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self._ensure_schema_in_transaction(connection)
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@staticmethod
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def _ensure_schema_in_transaction(connection: sqlite3.Connection) -> None:
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connection.execute(
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"""
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CREATE TABLE IF NOT EXISTS telemetry_state (
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key TEXT PRIMARY KEY,
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value TEXT NOT NULL
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)
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"""
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)
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schema_row = connection.execute(
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"SELECT value FROM telemetry_state WHERE key = 'schema_version'"
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).fetchone()
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schema_version = str(schema_row["value"]) if schema_row is not None else None
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if schema_version == "1":
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SharedMetricsStore._migrate_v1_counter_aggregates(connection)
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schema_version = _STORE_SCHEMA_VERSION
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if schema_version is not None and schema_version != _STORE_SCHEMA_VERSION:
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raise RuntimeError(
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f"Unsupported shared-metrics store schema version: {schema_version}"
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)
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SharedMetricsStore._create_counter_aggregates_table(connection)
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connection.execute(
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"""
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CREATE TABLE IF NOT EXISTS package_outbox (
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package_id TEXT PRIMARY KEY,
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period_start TEXT NOT NULL,
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period_end TEXT NOT NULL,
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payload_json TEXT NOT NULL,
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created_at TEXT NOT NULL,
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exported_at TEXT
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)
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"""
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)
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SharedMetricsStore._add_send_columns(connection)
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SharedMetricsStore._add_consent_tables(connection)
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connection.execute(
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"""
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INSERT INTO telemetry_state(key, value)
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VALUES ('schema_version', ?)
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ON CONFLICT(key) DO UPDATE SET value = excluded.value
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""",
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(_STORE_SCHEMA_VERSION,),
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)
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@staticmethod
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def _add_send_columns(connection: sqlite3.Connection) -> None:
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"""Add transmission bookkeeping to ``package_outbox``, idempotently.
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Additive and nullable; the schema version is deliberately NOT bumped because
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``_ensure_schema_in_transaction`` raises on unknown versions, so a bump would
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hard-fail an older Hermes (second profile, rollback) sharing the database. Old
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readers select named columns, never ``SELECT *``.
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"""
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existing = {
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str(row["name"])
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for row in connection.execute("PRAGMA table_info(package_outbox)")
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}
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for column, declaration in (
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# When the 202 was received. NULL = never acknowledged.
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("sent_at", "TEXT"),
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# NULL/'pending' = eligible, 'sent' = done, 'rejected' = permanent 400.
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("send_state", "TEXT"),
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("send_attempts", "INTEGER NOT NULL DEFAULT 0"),
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# Earliest next attempt; enforces backoff across process restarts.
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("next_attempt_at", "TEXT"),
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("last_error", "TEXT"),
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# The install_id actually transmitted, frozen on the first attempt so
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# retries stay byte-identical; the body is recomputed from payload_json.
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("sent_install_id", "TEXT"),
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# Rewritten on every claim. Settlement and the pre-POST revalidation are
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# compare-and-set on it, so a claimant whose lease lapsed loses authority
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# the moment another process reclaims (else a suspended sender double-POSTs).
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("claim_token", "TEXT"),
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):
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if column not in existing:
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connection.execute(
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f"ALTER TABLE package_outbox ADD COLUMN {column} {declaration}"
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)
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@staticmethod
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def _add_consent_tables(connection: sqlite3.Connection) -> None:
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"""Create the consent-window tables, idempotently (additive; version not bumped).
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``send_consent_windows`` records consent as explicit intervals rather than a moving
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day-stamp: opened when send consent is observed, heartbeat-confirmed on every later
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observation, closed at the LAST CONFIRMED moment (never "now") on withdrawal.
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"""
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connection.execute(
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"""
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CREATE TABLE IF NOT EXISTS send_consent_windows (
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opened_at TEXT NOT NULL,
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last_confirmed_at TEXT NOT NULL,
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closed_at TEXT
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)
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"""
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)
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connection.execute(
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"""
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CREATE TABLE IF NOT EXISTS consent_marks (
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name TEXT PRIMARY KEY CHECK (name IN ('obs', 'data')),
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stamp TEXT NOT NULL
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)
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"""
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)
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@staticmethod
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def _create_counter_aggregates_table(connection: sqlite3.Connection) -> None:
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connection.execute(
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"""
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CREATE TABLE IF NOT EXISTS counter_aggregates (
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period_start TEXT NOT NULL,
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metric_name TEXT NOT NULL,
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hermes_version TEXT NOT NULL,
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os_family TEXT NOT NULL,
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architecture TEXT NOT NULL,
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install_method TEXT NOT NULL,
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dimensions_json TEXT NOT NULL,
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value INTEGER NOT NULL,
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packaged_value INTEGER NOT NULL DEFAULT 0,
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PRIMARY KEY (
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period_start,
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metric_name,
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hermes_version,
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os_family,
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architecture,
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install_method,
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dimensions_json
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)
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)
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"""
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)
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@staticmethod
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def _migrate_v1_counter_aggregates(connection: sqlite3.Connection) -> None:
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connection.execute(
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"ALTER TABLE counter_aggregates RENAME TO counter_aggregates_v1"
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)
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SharedMetricsStore._create_counter_aggregates_table(connection)
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connection.execute(
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"""
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INSERT INTO counter_aggregates(
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period_start,
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metric_name,
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hermes_version,
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os_family,
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architecture,
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install_method,
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dimensions_json,
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value,
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packaged_value
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)
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SELECT
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period_start,
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metric_name,
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hermes_version,
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'unknown',
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'unknown',
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'unknown',
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dimensions_json,
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value,
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packaged_value
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FROM counter_aggregates_v1
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"""
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)
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connection.execute("DROP TABLE counter_aggregates_v1")
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def _install_id(self, connection: sqlite3.Connection) -> str:
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query = "SELECT value FROM telemetry_state WHERE key = 'install_id'"
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row = connection.execute(query).fetchone()
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if row is None:
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connection.execute(
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"INSERT OR IGNORE INTO telemetry_state(key, value) VALUES ('install_id', ?)",
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(str(uuid.uuid4()),),
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)
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row = connection.execute(query).fetchone()
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if row is None:
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raise RuntimeError("Unable to create the shared-metrics install identity")
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return str(row["value"])
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@staticmethod
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def _parse_state_timestamp(value: Any) -> datetime | None:
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try:
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parsed = datetime.fromisoformat(str(value).replace("Z", "+00:00"))
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except (TypeError, ValueError):
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return None
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return None if parsed.tzinfo is None else parsed.astimezone(timezone.utc)
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def _pending_period_count(self) -> int:
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with self._connection() as connection:
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row = connection.execute(
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"""
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SELECT COUNT(*) AS period_count
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FROM (
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SELECT
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period_start,
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hermes_version,
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os_family,
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architecture,
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install_method
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FROM counter_aggregates
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WHERE value > packaged_value
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GROUP BY
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period_start,
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hermes_version,
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os_family,
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architecture,
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install_method
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)
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"""
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).fetchone()
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return int(row["period_count"]) if row is not None else 0
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|
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def _create_pending_packages_if_due(self) -> None:
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now = _utc_now()
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with self._write() as connection:
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# Gate on the committed package, not its file write, so a failed
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# outbox export can be retried without packaging deltas twice.
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package_created_today = connection.execute(
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"""
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SELECT 1
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FROM package_outbox
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WHERE substr(created_at, 1, 10) >= ?
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LIMIT 1
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""",
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(now.date().isoformat(),),
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).fetchone()
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if package_created_today is not None:
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return
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while self._create_package_in_transaction(connection, now) is not None:
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pass
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def _create_package(self) -> dict[str, Any] | None:
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with self._write() as connection:
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return self._create_package_in_transaction(connection, _utc_now())
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|
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def _create_package_in_transaction(
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self, connection: sqlite3.Connection, now: datetime
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) -> dict[str, Any] | None:
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period_row = connection.execute(
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"""
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SELECT
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period_start,
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hermes_version,
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os_family,
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architecture,
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install_method
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FROM counter_aggregates
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WHERE value > packaged_value
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ORDER BY
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period_start,
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hermes_version,
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os_family,
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architecture,
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install_method
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LIMIT 1
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"""
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|
).fetchone()
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if period_row is None or not period_row["period_start"]:
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return None
|
|
period_value = period_row["period_start"]
|
|
|
|
resource = _row_resource(period_row)
|
|
resource_values = tuple(resource[column] for column in _RESOURCE_COLUMNS)
|
|
rows = connection.execute(
|
|
"""
|
|
SELECT metric_name, dimensions_json, value, packaged_value
|
|
FROM counter_aggregates
|
|
WHERE period_start = ?
|
|
AND hermes_version = ?
|
|
AND os_family = ?
|
|
AND architecture = ?
|
|
AND install_method = ?
|
|
AND value > packaged_value
|
|
ORDER BY metric_name, dimensions_json
|
|
""",
|
|
(period_value, *resource_values),
|
|
).fetchall()
|
|
period_start = datetime.fromisoformat(str(period_value)).replace(tzinfo=timezone.utc)
|
|
if not client_resource_is_valid(resource):
|
|
raise ValueError("Unsupported shared-metrics client resource")
|
|
payload = {
|
|
"schema_version": _PACKAGE_SCHEMA_VERSION,
|
|
"package_id": str(uuid.uuid4()),
|
|
"install_id": self._install_id(connection),
|
|
"period_start": _isoformat(period_start),
|
|
"period_end": _isoformat(period_start + timedelta(days=1)),
|
|
"generated_at": _isoformat(now),
|
|
"resource": resource,
|
|
"metrics": [self._package_metric(row) for row in rows],
|
|
}
|
|
connection.execute(
|
|
"""
|
|
INSERT INTO package_outbox(
|
|
package_id,
|
|
period_start,
|
|
period_end,
|
|
payload_json,
|
|
created_at
|
|
) VALUES (?, ?, ?, ?, ?)
|
|
""",
|
|
(
|
|
payload["package_id"],
|
|
payload["period_start"],
|
|
payload["period_end"],
|
|
_compact_json(payload),
|
|
payload["generated_at"],
|
|
),
|
|
)
|
|
# Advance the data high-water mark. This is the ONLY writer of the 'data' mark:
|
|
# it clamps consent-window opens so a rolled-back clock can never open a window
|
|
# underneath packages that already exist.
|
|
connection.execute(
|
|
"""
|
|
INSERT INTO consent_marks(name, stamp) VALUES ('data', ?)
|
|
ON CONFLICT(name) DO UPDATE SET stamp = MAX(stamp, excluded.stamp)
|
|
""",
|
|
(payload["period_end"],),
|
|
)
|
|
for row in rows:
|
|
connection.execute(
|
|
"""
|
|
UPDATE counter_aggregates
|
|
SET packaged_value = value
|
|
WHERE period_start = ?
|
|
AND metric_name = ?
|
|
AND hermes_version = ?
|
|
AND os_family = ?
|
|
AND architecture = ?
|
|
AND install_method = ?
|
|
AND dimensions_json = ?
|
|
""",
|
|
(period_value, row["metric_name"], *resource_values, row["dimensions_json"]),
|
|
)
|
|
return payload
|
|
|
|
@staticmethod
|
|
def _package_metric(row: sqlite3.Row) -> dict[str, Any]:
|
|
metric_name = str(row["metric_name"])
|
|
dimensions = json.loads(row["dimensions_json"])
|
|
if not isinstance(dimensions, dict) or not counter_dimensions_are_valid(
|
|
metric_name, dimensions
|
|
):
|
|
raise ValueError(f"Unsupported dimensions for shared metric: {metric_name}")
|
|
return {
|
|
"name": metric_name,
|
|
"type": "counter",
|
|
"dimensions": dimensions,
|
|
"value": row["value"] - row["packaged_value"],
|
|
}
|
|
|
|
def _export_pending_packages(self) -> list[Path]:
|
|
with self._connection() as connection:
|
|
rows = connection.execute(
|
|
"""
|
|
SELECT package_id, payload_json
|
|
FROM package_outbox
|
|
WHERE exported_at IS NULL
|
|
ORDER BY created_at, package_id
|
|
"""
|
|
).fetchall()
|
|
|
|
exported: list[Path] = []
|
|
for row in rows:
|
|
package_id = str(row["package_id"])
|
|
path = self.outbox_directory / f"{package_id}.json"
|
|
atomic_json_write(
|
|
path, json.loads(row["payload_json"]), indent=2, sort_keys=True, mode=0o600
|
|
)
|
|
with self._connection() as connection:
|
|
connection.execute(
|
|
"""
|
|
UPDATE package_outbox
|
|
SET exported_at = ?
|
|
WHERE package_id = ? AND exported_at IS NULL
|
|
""",
|
|
(_isoformat(_utc_now()), package_id),
|
|
)
|
|
exported.append(path)
|
|
return exported
|
|
|
|
def _prune_expired_history(self, *, now: datetime | None = None) -> None:
|
|
"""Remove exported local history after the bounded retention window."""
|
|
cutoff = (now or _utc_now()) - timedelta(days=_LOCAL_HISTORY_RETENTION_DAYS)
|
|
cutoff_timestamp = _isoformat(cutoff)
|
|
with self._connection() as connection:
|
|
rows = connection.execute(
|
|
"""
|
|
SELECT package_id
|
|
FROM package_outbox
|
|
WHERE exported_at IS NOT NULL
|
|
AND exported_at < ?
|
|
ORDER BY exported_at, package_id
|
|
""",
|
|
(cutoff_timestamp,),
|
|
).fetchall()
|
|
|
|
removable_package_ids: list[str] = []
|
|
for row in rows:
|
|
package_id = str(row["package_id"])
|
|
try:
|
|
(self.outbox_directory / f"{package_id}.json").unlink(missing_ok=True)
|
|
except OSError:
|
|
logger.warning(
|
|
"Unable to prune expired shared-metrics package %s", package_id, exc_info=True
|
|
)
|
|
continue
|
|
removable_package_ids.append(package_id)
|
|
|
|
with self._write() as connection:
|
|
for package_id in removable_package_ids:
|
|
connection.execute(
|
|
"""
|
|
DELETE FROM package_outbox
|
|
WHERE package_id = ?
|
|
AND exported_at IS NOT NULL
|
|
AND exported_at < ?
|
|
""",
|
|
(package_id, cutoff_timestamp),
|
|
)
|
|
connection.execute(
|
|
"""
|
|
DELETE FROM counter_aggregates
|
|
WHERE period_start < ?
|
|
AND value = packaged_value
|
|
AND NOT EXISTS (
|
|
SELECT 1
|
|
FROM package_outbox
|
|
WHERE exported_at IS NULL
|
|
AND substr(package_outbox.period_start, 1, 10)
|
|
= counter_aggregates.period_start
|
|
)
|
|
""",
|
|
(cutoff.date().isoformat(),),
|
|
)
|