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One row per command attempt, not two aggregates written only on success. command_uses holds last-use only and daily_uses counts successes; both are rate-limiter state and both are written by store.record_use, which the dispatcher calls only when a handler returns cleanly. A gate refusal and a crash returned before it, so a command that failed every time looked exactly like one nobody ran, and nothing knew which command a counted message was. command_events now takes every attempt with its outcome, its duration and the item it served; upstream_calls takes every outbound request made while serving one. The two writes stay separate on purpose -- recording a refusal as a use is what slid the cooldown window forward every time somebody was told to wait -- and test_dispatcher_outcomes asserts last_used does not move. Backfilled from journald joined against message_events, with daily_uses filling the residual so the two sources cannot double-count. Two things were wrong on the first attempt and both were found by measuring rather than by reasoning: the window has to be symmetric, because sent_at_ms comes from the sender's phone and the journal stamp from this host (194 of 299 lines landed *before* their own message, by up to 3.2 s); and matching has to be a global closest-pair assignment, because per-row greedy cannot separate two commands seconds apart. Together those took the dropped rows from 137 to zero, and recovered 418 invocations back to 29 August. Also: !analityka in the group, twelve Polish lines, naming at most three people and only ones whose display name has been seen; an Analytics tab with Nivo charts; and continuous latency measurement, which answers the open question in DOCS-latency.md -- a text send is 235 ms and an image send about 2.2 s, so the upload really is where the time goes. EPHEMERAL_TABLES was doing two unrelated jobs and is now two tuples: what a schema bump rebuilds, and what leaving a group clears. daily_uses left the first (it is a backfill source now) and stayed in the second, and _drop_reshaped took over the repair a bump used to do for it. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01T4QTp3h5Q3MvfrwGV8xqPf
120 lines
4.3 KiB
Python
120 lines
4.3 KiB
Python
# Copyright (c) 2026 Krzysztof Rudnicki. MIT licence.
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"""What a question is being asked *about*, and which rows may answer it.
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Every query in this package is a complete literal string. None of them is
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built by concatenation or by an f-string, which is the only arrangement ruff
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S608 accepts and this repository takes no suppressions -- ``forget_group``
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spells its DELETEs out for the same reason.
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"One group, or all of them" is therefore not a clause that gets appended. It
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is written into every query once, as::
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WHERE (:group IS NULL OR group_id = :group)
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Binding ``:group`` to None makes the first half true and the filter vanish.
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So the roll-up and the per-group answer run *the same SQL*, which is what
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stops them drifting apart -- two queries written to agree eventually will
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not.
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The other shared decision here is the source filter. Three classes of row
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live in ``command_events``:
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* ``live`` -- observed as it happened; the only rows with real durations.
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* ``journald`` -- reconstructed from the log, with a real hour taken from
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the message it was matched to, but no duration and an outcome that was
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inferred rather than seen.
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* ``daily_uses`` -- a count with no hour at all, carrying ``UNKNOWN_HOUR``.
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Counting all three is right for "how often was this used" and wrong for "at
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what hour" or "how slow is it". Those two predicates are named here, once,
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so that the exclusion is a shared constant rather than something six modules
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each have to remember. ``stats/backfill.py`` records what forgetting it
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costs: a synthetic hour reached ``favourite_hour`` and the answer was
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quietly wrong.
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"""
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from __future__ import annotations
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from dataclasses import dataclass
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from typing import TYPE_CHECKING, Final
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if TYPE_CHECKING:
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import sqlite3
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# How long a person may go quiet before their next command starts a new
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# session. Used only by burstiness and co-occurrence, the two questions that
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# need "in one sitting" to mean anything.
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#
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# Ten minutes: comfortably longer than the pause between two commands
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# somebody is idly firing off, far shorter than the gap between two separate
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# times of day they picked their phone up.
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SESSION_GAP_MS: Final = 10 * 60 * 1000
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# Below this many days, a direction is not stated. The line is still drawn --
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# the reader can see it -- but no arrow and no "rośnie"/"spada" verdict,
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# because three points of a new bot's novelty curve are not a trend.
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TREND_MIN_DAYS: Final = 14
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@dataclass(frozen=True, slots=True)
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class Scope:
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"""One group, or all of them."""
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group_id: str | None = None
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def params(self, **extra: object) -> dict[str, object]:
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"""The bound parameters every query in this package expects."""
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return {"group": self.group_id, **extra}
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@dataclass(frozen=True, slots=True)
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class Window:
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"""Which days an answer actually covers, and where its rows came from.
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Carried on every response because this bot is days old, not months. A
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month panel drawn from three days is not wrong, but a reader who cannot
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see that it is three days will read it as though it were a month.
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"""
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first_day: str = ""
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last_day: str = ""
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days: int = 0
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events: int = 0
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live: int = 0
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journald: int = 0
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daily: int = 0
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@property
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def enough_for_a_trend(self) -> bool:
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"""Whether a direction may be stated rather than merely plotted."""
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return self.days >= TREND_MIN_DAYS
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WINDOW_SQL: Final = """
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SELECT MIN(day) AS first_day,
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MAX(day) AS last_day,
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COUNT(DISTINCT day) AS days,
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COUNT(*) AS events,
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SUM(source = 'live') AS live,
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SUM(source = 'journald') AS journald,
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SUM(source = 'daily_uses') AS daily
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FROM command_events
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WHERE (:group IS NULL OR group_id = :group)
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"""
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def window(conn: sqlite3.Connection, scope: Scope) -> Window:
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"""Measure what the data actually covers, before anything is drawn."""
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row = conn.execute(WINDOW_SQL, scope.params()).fetchone()
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if row is None or not row["events"]:
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return Window()
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return Window(
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first_day=str(row["first_day"]),
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last_day=str(row["last_day"]),
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days=int(row["days"]),
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events=int(row["events"]),
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live=int(row["live"] or 0),
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journald=int(row["journald"] or 0),
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daily=int(row["daily"] or 0),
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)
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