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"""Shared module-level constants for the SessionDB family of modules.
Extracted verbatim from hermes_state.py so the SessionDB mixin modules
(hermes_state_search / hermes_state_schema / hermes_state_portability) can
reference them without importing hermes_state (which would be a cycle).
hermes_state re-imports every name here for backward compatibility.
"""
from typing import Any
from agent.skill_commands import (
SKILL_EXCERPT_JOINT,
SKILL_SCAFFOLD_SQL_LIKE,
describe_skill_invocation,
)
from agent.context_compressor import (
LEGACY_SUMMARY_PREFIX,
SUMMARY_PREFIX,
_MERGED_PRIOR_CONTEXT_HEADER,
_MERGED_SUMMARY_DELIMITER,
_SUMMARY_END_MARKER,
)
# Session preview = the head of the first user message, shown wherever a
# session has no title (sidebar rows, pickers, exports, the desktop's
# `sessionTitle` fallback).
#
# A /skill invocation expands into a message that embeds the whole skill body,
# so the plain head of it previews the SKILL's opening prose as if the user had
# written it. Scaffolded rows therefore carry a wider excerpt so
# ``_shape_preview`` can hand it to ``describe_skill_invocation`` and recover
# ``/work — fix the title leak``: the whole message while it stays under the
# budget, and head + tail (where the typed instruction lands) once it doesn't.
_PREVIEW_HEAD_CHARS = 63
_PREVIEW_SCAFFOLD_WINDOW = 400
_PREVIEW_MAX_CHARS = 60
def escape_like(text: str) -> str:
"""Escape SQL LIKE wildcards so operator/session-derived text matches
literally. Pair with ``ESCAPE '\\'`` in the clause.
``%`` and ``_`` are wildcards to LIKE, and ``_`` in particular is common
in the values these patterns run against (branch names, session titles,
filesystem paths). A match documented as substring/prefix must not
silently widen.
"""
return text.replace("\\", "\\\\").replace("%", "\\%").replace("_", "\\_")
_PREVIEW_CONTENT_SQL = "REPLACE(REPLACE(m.content, X'0A', ' '), X'0D', ' ')"
_PREVIEW_SCAFFOLDED_SQL = f"m.content LIKE '{SKILL_SCAFFOLD_SQL_LIKE}'"
def _sql_literal(text: str) -> str:
return "'" + text.replace("'", "''") + "'"
_SQL_WHITESPACE = "CHAR(9) || CHAR(10) || CHAR(13) || CHAR(32)"
def _sql_ltrim_whitespace(expression: str) -> str:
return f"LTRIM({expression}, {_SQL_WHITESPACE})"
def _sql_trim_whitespace(expression: str) -> str:
return f"TRIM({expression}, {_SQL_WHITESPACE})"
def _sql_starts_with(expression: str, prefixes: tuple[str, ...]) -> str:
trimmed = _sql_ltrim_whitespace(expression)
checks = [
f"SUBSTR({trimmed}, 1, {len(prefix)}) = {_sql_literal(prefix)}"
for prefix in prefixes
]
return "(" + " OR ".join(checks) + ")"
# Current and historical long-form prefixes share this complete introduction;
# their stale-item guidance diverges only after it. Matching the whole intro
# avoids treating an ordinary user message that merely starts with the short
# bracketed label as a compaction carrier.
_PREVIEW_LONG_FORM_PREFIX = SUMMARY_PREFIX.split("Do NOT answer", 1)[0]
_PREVIEW_SUMMARY_PREFIXES = (
_PREVIEW_LONG_FORM_PREFIX,
LEGACY_SUMMARY_PREFIX,
)
_PREVIEW_STANDALONE_SUMMARY_SQL = _sql_starts_with(
"m.content", _PREVIEW_SUMMARY_PREFIXES
)
_PREVIEW_MERGED_AFTER_SQL = (
f"SUBSTR(m.content, INSTR(m.content, {_sql_literal(_MERGED_SUMMARY_DELIMITER)})"
f" + {len(_MERGED_SUMMARY_DELIMITER)})"
)
_PREVIEW_MERGED_SUMMARY_SQL = (
f"(INSTR(m.content, {_sql_literal(_MERGED_SUMMARY_DELIMITER)}) > 0"
f" AND {_sql_starts_with(_PREVIEW_MERGED_AFTER_SQL, _PREVIEW_SUMMARY_PREFIXES)})"
)
_PREVIEW_MERGED_PRIOR_SQL = _sql_trim_whitespace(
f"SUBSTR(m.content, 1, INSTR(m.content, {_sql_literal(_MERGED_SUMMARY_DELIMITER)}) - 1)"
)
_PREVIEW_MERGED_PRIOR_LTRIMMED_SQL = _sql_ltrim_whitespace(
_PREVIEW_MERGED_PRIOR_SQL
)
_PREVIEW_MERGED_PRIOR_UNWRAPPED_SQL = (
f"CASE WHEN SUBSTR({_PREVIEW_MERGED_PRIOR_LTRIMMED_SQL}, 1,"
f" {len(_MERGED_PRIOR_CONTEXT_HEADER)}) = {_sql_literal(_MERGED_PRIOR_CONTEXT_HEADER)}"
f" THEN {_sql_ltrim_whitespace(f'SUBSTR({_PREVIEW_MERGED_PRIOR_LTRIMMED_SQL}, {len(_MERGED_PRIOR_CONTEXT_HEADER) + 1})')}"
f" ELSE {_PREVIEW_MERGED_PRIOR_SQL} END"
)
_PREVIEW_FORCE_USER_REMAINDER_SQL = (
f"SUBSTR(m.content, INSTR(m.content, {_sql_literal(_SUMMARY_END_MARKER)})"
f" + {len(_SUMMARY_END_MARKER)})"
)
# Session preview subqueries select their first eligible user-authored content.
# Pure compaction rows are ineligible; force-user-leading and merged carriers
# remain eligible only when authentic content survives the wire boundary.
_PREVIEW_ELIGIBLE_SQL = (
f"((NOT {_PREVIEW_STANDALONE_SUMMARY_SQL} AND NOT {_PREVIEW_MERGED_SUMMARY_SQL})"
f" OR ({_PREVIEW_STANDALONE_SUMMARY_SQL}"
f" AND INSTR(m.content, {_sql_literal(_SUMMARY_END_MARKER)}) > 0"
f" AND LENGTH({_sql_trim_whitespace(_PREVIEW_FORCE_USER_REMAINDER_SQL)}) > 0)"
f" OR ({_PREVIEW_MERGED_SUMMARY_SQL}"
f" AND LENGTH({_sql_trim_whitespace(_PREVIEW_MERGED_PRIOR_UNWRAPPED_SQL)}) > 0))"
)
# The shared ``_preview_raw`` SELECT expression, interpolated by every listing
# query. A scaffolded row gets a wider excerpt: the whole message while it fits
# the budget, else head + tail (where the typed instruction lands) spliced
# around SKILL_EXCERPT_JOINT.
_PREVIEW_RAW_SELECT = (
f"CASE WHEN {_PREVIEW_STANDALONE_SUMMARY_SQL}"
f" THEN {_PREVIEW_FORCE_USER_REMAINDER_SQL}"
f" WHEN {_PREVIEW_MERGED_SUMMARY_SQL}"
f" THEN {_PREVIEW_MERGED_PRIOR_UNWRAPPED_SQL}"
f" WHEN {_PREVIEW_SCAFFOLDED_SQL}"
f" AND LENGTH(m.content) > {_PREVIEW_SCAFFOLD_WINDOW * 2}"
f" THEN SUBSTR({_PREVIEW_CONTENT_SQL}, 1, {_PREVIEW_SCAFFOLD_WINDOW})"
f" || '{SKILL_EXCERPT_JOINT}'"
f" || SUBSTR({_PREVIEW_CONTENT_SQL}, -{_PREVIEW_SCAFFOLD_WINDOW})"
f" WHEN {_PREVIEW_SCAFFOLDED_SQL}"
f" THEN SUBSTR({_PREVIEW_CONTENT_SQL}, 1, {_PREVIEW_SCAFFOLD_WINDOW * 2})"
f" ELSE SUBSTR({_PREVIEW_CONTENT_SQL}, 1, {_PREVIEW_HEAD_CHARS}) END"
)
def _shape_preview(raw: Any) -> str:
"""Turn a ``_preview_raw`` column into the short preview callers show."""
text = str(raw or "").strip()
if not text:
return ""
text = text.replace("\n", " ").replace("\r", " ")
described = describe_skill_invocation(text)
text = described if described is not None else text.split(SKILL_EXCERPT_JOINT)[0]
if len(text) > _PREVIEW_MAX_CHARS:
return text[:_PREVIEW_MAX_CHARS] + "..."
return text
# A child session counts as a /branch (kept visible, never cascade-deleted) if
# it carries the stable marker OR the legacy end_reason heuristic holds.
_BRANCH_CHILD_SQL = (
"json_extract(COALESCE({a}.model_config, '{{}}'), '$._branched_from') IS NOT NULL"
" OR EXISTS (SELECT 1 FROM sessions p"
" WHERE p.id = {a}.parent_session_id"
" AND p.end_reason = 'branched'"
" AND {a}.started_at >= p.ended_at)"
)
_COMPRESSION_CHILD_SQL = (
"EXISTS (SELECT 1 FROM sessions p"
" WHERE p.id = {a}.parent_session_id"
" AND p.end_reason = 'compression')"
)
_RESET_END_REASONS = (
"session_reset",
# switch_session() never creates a child row, but pre-marker DBs can hold
# legacy reset children whose parent later ended with 'session_switch'
# (resumed then switched away before reopen-time stamping existed). Also
# keeps this set identical to the recovery fence in
# find_latest_gateway_session_for_peer, which interpolates
# _RESET_END_REASONS_SQL so the two cannot drift.
"session_switch",
"idle",
"daily",
"suspended",
"resume_pending_expired",
)
_RESET_END_REASONS_SQL = ", ".join(f"'{reason}'" for reason in _RESET_END_REASONS)
def _legacy_reset_child_sql(alias: str, reasons_sql: str) -> str:
"""Pre-marker reset-continuation heuristic.
A child is a legacy reset continuation when it rides its parent's exact
non-empty routing key and the parent ended at a reset boundary. Shared by
the listing predicate (``_RESET_CHILD_SQL``) and ``reopen_session()``'s
marker-stamping UPDATE so the two sites cannot drift; ``reasons_sql`` is
either the literal ``_RESET_END_REASONS_SQL`` or a bound-placeholder list.
"""
return (
f"EXISTS (SELECT 1 FROM sessions p"
f" WHERE p.id = {alias}.parent_session_id"
f" AND p.end_reason IN ({reasons_sql})"
f" AND {alias}.session_key IS NOT NULL"
f" AND {alias}.session_key != ''"
f" AND {alias}.session_key = p.session_key)"
)
# A reset starts a separate user-visible conversation even though gateway rows
# retain parent_session_id for durable lineage. New rows carry the stable
# marker; the same-key fallback recovers rows written before the marker existed.
# Requiring the exact non-empty routing key keeps ordinary child/subagent rows
# out even when their parent is later reset.
_RESET_CHILD_SQL = (
"json_extract(COALESCE({a}.model_config, '{{}}'), '$._reset_from') IS NOT NULL"
" OR " + _legacy_reset_child_sql("{a}", _RESET_END_REASONS_SQL)
)
# Rows that surface in pickers: roots + branch/reset children. Subagent runs
# and compression continuations stay hidden.
_LISTABLE_CHILD_SQL = (
f"(s.parent_session_id IS NULL OR {_BRANCH_CHILD_SQL.format(a='s')}"
f" OR {_RESET_CHILD_SQL.format(a='s')})"
)
def _ephemeral_child_sql(alias: str = "s") -> str:
"""Subagent runs, not branch, reset, or compression children."""
branch = _BRANCH_CHILD_SQL.format(a=alias)
compression = _COMPRESSION_CHILD_SQL.format(a=alias)
reset = _RESET_CHILD_SQL.format(a=alias)
return (
f"({alias}.parent_session_id IS NOT NULL"
f" AND NOT ({branch})"
f" AND NOT ({compression})"
f" AND NOT ({reset}))"
)
def _sql_session_last_active(alias: str = "s") -> str:
"""SQL expression for session recency used by list/status surfaces.
Freshest of ``last_activity_at`` (mid-turn agent activity heartbeat) and
the latest message timestamp, then fall back to ``started_at``.
Must not prefer a stale heartbeat over a newer message: durable
heartbeats are rate-limited (~60s), so after a turn writes messages
``last_activity_at`` can lag ``MAX(messages.timestamp)``.
"""
msg_max = (
f"(SELECT MAX(_act_m.timestamp) FROM messages _act_m "
f"WHERE _act_m.session_id = {alias}.id)"
)
return (
f"COALESCE("
f"(SELECT MAX(_act_v.v) FROM ("
f"SELECT {alias}.last_activity_at AS v "
f"UNION ALL "
f"SELECT {msg_max}"
f") _act_v), "
f"{alias}.started_at)"
)
def _sql_session_last_active_by_id(session_id_expr: str) -> str:
"""Same freshest-of expression keyed by a session-id SQL expression."""
msg_max = (
f"(SELECT MAX(_act_m.timestamp) FROM messages _act_m "
f"WHERE _act_m.session_id = {session_id_expr})"
)
activity = (
f"(SELECT last_activity_at FROM sessions _act_s "
f"WHERE _act_s.id = {session_id_expr})"
)
started = (
f"(SELECT started_at FROM sessions _act_s "
f"WHERE _act_s.id = {session_id_expr})"
)
return (
f"COALESCE("
f"(SELECT MAX(_act_v.v) FROM ("
f"SELECT {activity} AS v "
f"UNION ALL "
f"SELECT {msg_max}"
f") _act_v), "
f"{started})"
)
SCHEMA_VERSION = 26
# FTS storage-layout version, tracked INDEPENDENTLY of SCHEMA_VERSION in the
# state_meta key ``fts_storage_version``. The main schema version advances
# freely on open (so future migrations always land); the FTS *layout* only
# reaches the current version when a DB is either born fresh or explicitly
# optimized via ``hermes sessions optimize-storage``. A legacy DB sits at
# layout 0 (marker absent) with a working inline index until the user opts in.
# 1 = v23 external-content layout (content/tool_name/tool_calls,
# tool-row-excluded trigram)
FTS_STORAGE_VERSION = 1
# Cap on user-controlled FTS5 query input before regex/sanitizer processing.
# Search queries do not need to be arbitrarily large, and bounding them keeps
# sanitizer/runtime behavior predictable under adversarial input.
MAX_FTS5_QUERY_CHARS = 2_048
_FTS_TRIGGERS = (
"messages_fts_insert",
"messages_fts_delete",
"messages_fts_update",
"messages_fts_trigram_insert",
"messages_fts_trigram_delete",
"messages_fts_trigram_update",
)
SCHEMA_SQL = """
CREATE TABLE IF NOT EXISTS schema_version (
version INTEGER NOT NULL
);
CREATE TABLE IF NOT EXISTS system_prompts (
hash TEXT PRIMARY KEY,
prompt TEXT NOT NULL
);
CREATE TABLE IF NOT EXISTS sessions (
id TEXT PRIMARY KEY,
source TEXT NOT NULL,
user_id TEXT,
session_key TEXT,
chat_id TEXT,
chat_type TEXT,
thread_id TEXT,
display_name TEXT,
origin_json TEXT,
expiry_finalized INTEGER DEFAULT 0,
model TEXT,
model_config TEXT,
system_prompt TEXT,
system_prompt_hash TEXT,
parent_session_id TEXT,
started_at REAL NOT NULL,
ended_at REAL,
end_reason TEXT,
message_count INTEGER DEFAULT 0,
tool_call_count INTEGER DEFAULT 0,
input_tokens INTEGER DEFAULT 0,
output_tokens INTEGER DEFAULT 0,
cache_read_tokens INTEGER DEFAULT 0,
cache_write_tokens INTEGER DEFAULT 0,
reasoning_tokens INTEGER DEFAULT 0,
cwd TEXT,
git_branch TEXT,
git_repo_root TEXT,
git_metadata_generation INTEGER NOT NULL DEFAULT 0,
billing_provider TEXT,
billing_base_url TEXT,
billing_mode TEXT,
estimated_cost_usd REAL,
actual_cost_usd REAL,
cost_status TEXT,
cost_source TEXT,
pricing_version TEXT,
title TEXT,
title_source TEXT,
last_activity_at REAL,
last_activity_description TEXT,
last_activity_provenance TEXT,
api_call_count INTEGER DEFAULT 0,
handoff_state TEXT,
handoff_platform TEXT,
handoff_error TEXT,
compression_failure_cooldown_until REAL,
compression_failure_error TEXT,
compression_fallback_streak INTEGER NOT NULL DEFAULT 0,
compression_ineffective_count INTEGER NOT NULL DEFAULT 0,
profile_name TEXT,
rewind_count INTEGER NOT NULL DEFAULT 0,
archived INTEGER NOT NULL DEFAULT 0,
pinned INTEGER NOT NULL DEFAULT 0,
hidden INTEGER NOT NULL DEFAULT 0,
last_read_at REAL,
FOREIGN KEY (parent_session_id) REFERENCES sessions(id),
FOREIGN KEY (system_prompt_hash) REFERENCES system_prompts(hash)
);
CREATE TABLE IF NOT EXISTS messages (
id INTEGER PRIMARY KEY AUTOINCREMENT,
session_id TEXT NOT NULL REFERENCES sessions(id),
role TEXT NOT NULL,
content TEXT,
tool_call_id TEXT,
tool_calls TEXT,
tool_name TEXT,
effect_disposition TEXT,
timestamp REAL NOT NULL,
token_count INTEGER,
finish_reason TEXT,
reasoning TEXT,
reasoning_content TEXT,
reasoning_details TEXT,
codex_reasoning_items TEXT,
codex_message_items TEXT,
platform_message_id TEXT,
observed INTEGER DEFAULT 0,
active INTEGER NOT NULL DEFAULT 1,
compacted INTEGER NOT NULL DEFAULT 0,
api_content TEXT,
display_kind TEXT,
display_metadata TEXT
);
CREATE TABLE IF NOT EXISTS session_model_usage (
session_id TEXT NOT NULL REFERENCES sessions(id) ON DELETE CASCADE,
model TEXT NOT NULL,
billing_provider TEXT NOT NULL DEFAULT '',
billing_base_url TEXT NOT NULL DEFAULT '',
billing_mode TEXT NOT NULL DEFAULT '',
task TEXT NOT NULL DEFAULT '',
api_call_count INTEGER NOT NULL DEFAULT 0,
input_tokens INTEGER NOT NULL DEFAULT 0,
output_tokens INTEGER NOT NULL DEFAULT 0,
cache_read_tokens INTEGER NOT NULL DEFAULT 0,
cache_write_tokens INTEGER NOT NULL DEFAULT 0,
reasoning_tokens INTEGER NOT NULL DEFAULT 0,
estimated_cost_usd REAL NOT NULL DEFAULT 0,
actual_cost_usd REAL NOT NULL DEFAULT 0,
cost_status TEXT,
cost_source TEXT,
first_seen REAL,
last_seen REAL,
PRIMARY KEY (session_id, model, billing_provider, billing_base_url, billing_mode, task)
);
CREATE TABLE IF NOT EXISTS state_meta (
key TEXT PRIMARY KEY,
value TEXT
);
CREATE TABLE IF NOT EXISTS gateway_routing (
scope TEXT NOT NULL DEFAULT '',
session_key TEXT NOT NULL,
entry_json TEXT NOT NULL,
updated_at REAL NOT NULL,
PRIMARY KEY (scope, session_key)
);
CREATE TABLE IF NOT EXISTS gateway_hygiene_state (
session_key TEXT PRIMARY KEY,
failure_streak INTEGER NOT NULL DEFAULT 0
);
CREATE TABLE IF NOT EXISTS compression_locks (
session_id TEXT PRIMARY KEY,
holder TEXT NOT NULL,
acquired_at REAL NOT NULL,
expires_at REAL NOT NULL
);
CREATE TABLE IF NOT EXISTS session_turn_leases (
conversation_id TEXT PRIMARY KEY,
holder TEXT NOT NULL,
acquired_at REAL NOT NULL,
expires_at REAL NOT NULL
);
CREATE TABLE IF NOT EXISTS async_delegations (
delegation_id TEXT PRIMARY KEY,
origin_session TEXT NOT NULL,
origin_ui_session_id TEXT NOT NULL DEFAULT '',
parent_session_id TEXT,
state TEXT NOT NULL,
dispatched_at REAL NOT NULL,
completed_at REAL,
updated_at REAL NOT NULL,
event_json TEXT,
result_json TEXT,
delivery_state TEXT NOT NULL DEFAULT 'pending',
delivery_attempts INTEGER NOT NULL DEFAULT 0,
delivered_at REAL,
owner_pid INTEGER,
owner_started_at INTEGER,
task_json TEXT,
delivery_claim TEXT,
delivery_claimed_at REAL
);
CREATE INDEX IF NOT EXISTS idx_sessions_source ON sessions(source);
CREATE INDEX IF NOT EXISTS idx_sessions_source_id ON sessions(source, id);
CREATE INDEX IF NOT EXISTS idx_sessions_parent ON sessions(parent_session_id);
CREATE INDEX IF NOT EXISTS idx_sessions_started ON sessions(started_at DESC);
CREATE INDEX IF NOT EXISTS idx_messages_session ON messages(session_id, timestamp);
CREATE INDEX IF NOT EXISTS idx_messages_session_id ON messages(session_id, id);
-- Partial index for the Insights assistant tool-call scan
-- (agent/insights.py _get_tool_usage / _get_skill_usage): those queries filter
-- messages by role='assistant' AND tool_calls IS NOT NULL, a small fraction of
-- rows on a large state.db. role and tool_calls are base columns, so this can
-- live in SCHEMA_SQL rather than DEFERRED_INDEX_SQL.
CREATE INDEX IF NOT EXISTS idx_messages_assistant_calls_by_session
ON messages(session_id)
WHERE role = 'assistant' AND tool_calls IS NOT NULL;
CREATE INDEX IF NOT EXISTS idx_compression_locks_expires ON compression_locks(expires_at);
CREATE INDEX IF NOT EXISTS idx_session_turn_leases_expires ON session_turn_leases(expires_at);
CREATE INDEX IF NOT EXISTS idx_session_model_usage_session ON session_model_usage(session_id);
CREATE INDEX IF NOT EXISTS idx_session_model_usage_model ON session_model_usage(model);
CREATE INDEX IF NOT EXISTS idx_async_delegations_delivery
ON async_delegations(delivery_state, completed_at);
"""
# Indexes that reference columns added in later schema versions must be
# created AFTER _reconcile_columns() has had a chance to ADD them on
# existing databases. SCHEMA_SQL above is run by sqlite executescript
# which would otherwise fail on legacy DBs ("no such column: active").
DEFERRED_INDEX_SQL = """
CREATE INDEX IF NOT EXISTS idx_messages_session_active
ON messages(session_id, active, timestamp);
CREATE INDEX IF NOT EXISTS idx_messages_active_null
ON messages(active) WHERE active IS NULL;
CREATE INDEX IF NOT EXISTS idx_sessions_session_key
ON sessions(session_key, started_at DESC);
CREATE INDEX IF NOT EXISTS idx_sessions_gateway_peer
ON sessions(source, user_id, chat_id, chat_type, thread_id, started_at DESC);
CREATE INDEX IF NOT EXISTS idx_sessions_handoff_state
ON sessions(handoff_state, started_at);
CREATE INDEX IF NOT EXISTS idx_sessions_system_prompt_hash
ON sessions(system_prompt_hash);
"""
# ── Deferred FTS rebuild bookkeeping (schema v23) ──
# While a background index rebuild is pending, two state_meta keys define
# which message rows are currently IN the FTS indexes:
#
# fts_rebuild_high_water H — MAX(messages.id) at the moment the old
# indexes were dropped
# fts_rebuild_progress P — highest id the chunked backfill has indexed
#
# A row is indexed iff id <= P (backfilled) OR id > H (inserted after
# the drop; ids are AUTOINCREMENT so new rows are always > H and the insert
# triggers index them live). Rows in (P, H] are not yet indexed.
#
# Every trigger below gates on that same predicate: firing an FTS5
# external-content 'delete' for a row that is NOT in the index corrupts the
# index, and skipping it for a row that IS indexed leaves a stale entry.
# When no rebuild is pending both keys are absent and COALESCE turns the
# predicate into a tautology (id > -1 OR id <= -1), i.e. normal operation.
# The two state_meta PK probes per write are negligible next to the FTS
# insert itself.
FTS_SQL = """
CREATE VIRTUAL TABLE IF NOT EXISTS messages_fts USING fts5(
content,
tool_name,
tool_calls,
content='messages',
content_rowid='id'
);
CREATE TRIGGER IF NOT EXISTS messages_fts_insert AFTER INSERT ON messages
WHEN (new.id > COALESCE((SELECT CAST(value AS INTEGER) FROM state_meta
WHERE key = 'fts_rebuild_high_water'), -1)
OR new.id <= COALESCE((SELECT CAST(value AS INTEGER) FROM state_meta
WHERE key = 'fts_rebuild_progress'), -1))
BEGIN
INSERT INTO messages_fts(rowid, content, tool_name, tool_calls)
VALUES (new.id, new.content, new.tool_name, new.tool_calls);
END;
CREATE TRIGGER IF NOT EXISTS messages_fts_delete AFTER DELETE ON messages
WHEN (old.id > COALESCE((SELECT CAST(value AS INTEGER) FROM state_meta
WHERE key = 'fts_rebuild_high_water'), -1)
OR old.id <= COALESCE((SELECT CAST(value AS INTEGER) FROM state_meta
WHERE key = 'fts_rebuild_progress'), -1))
BEGIN
INSERT INTO messages_fts(messages_fts, rowid, content, tool_name, tool_calls)
VALUES ('delete', old.id, old.content, old.tool_name, old.tool_calls);
END;
-- UPDATE OF skips the trigger entirely for non-content column writes
-- (status/compacted/observed/etc.), which is stronger than the WHEN gate
-- alone and avoids FTS I/O saturation on large state.db (#68858 / #73639).
CREATE TRIGGER IF NOT EXISTS messages_fts_update
AFTER UPDATE OF content, tool_name, tool_calls ON messages
WHEN (old.content IS NOT new.content
OR old.tool_name IS NOT new.tool_name
OR old.tool_calls IS NOT new.tool_calls)
AND (old.id > COALESCE((SELECT CAST(value AS INTEGER) FROM state_meta
WHERE key = 'fts_rebuild_high_water'), -1)
OR old.id <= COALESCE((SELECT CAST(value AS INTEGER) FROM state_meta
WHERE key = 'fts_rebuild_progress'), -1))
BEGIN
INSERT INTO messages_fts(messages_fts, rowid, content, tool_name, tool_calls)
VALUES ('delete', old.id, old.content, old.tool_name, old.tool_calls);
INSERT INTO messages_fts(rowid, content, tool_name, tool_calls)
VALUES (new.id, new.content, new.tool_name, new.tool_calls);
END;
"""
# Trigram FTS5 table for CJK substring search. The default unicode61
# tokenizer splits CJK characters into individual tokens, breaking phrase
# matching. The trigram tokenizer creates overlapping 3-byte sequences so
# substring queries work natively for any script (CJK, Thai, etc.).
#
# The trigram index is the most expensive index in state.db (~2.6x the size
# of the text it covers), and ``role='tool'`` rows are ~90% of message bytes
# while being almost entirely machine noise (base64 payloads, file dumps,
# delegation transcripts). The index therefore reads through
# ``messages_fts_trigram_src``, a view that excludes tool rows — they stay
# fully stored in ``messages`` and fully searchable via the standard
# ``messages_fts`` index; they just don't get trigram (CJK substring)
# treatment. ``search_messages`` routes CJK queries that filter on
# ``role='tool'`` to the LIKE fallback for the same reason.
FTS_TRIGRAM_SQL = """
CREATE VIEW IF NOT EXISTS messages_fts_trigram_src AS
SELECT id, role, content, tool_name, tool_calls
FROM messages
WHERE role <> 'tool';
CREATE VIRTUAL TABLE IF NOT EXISTS messages_fts_trigram USING fts5(
content,
tool_name,
tool_calls,
content='messages_fts_trigram_src',
content_rowid='id',
tokenize='trigram'
);
CREATE TRIGGER IF NOT EXISTS messages_fts_trigram_insert AFTER INSERT ON messages
WHEN new.role <> 'tool'
AND (new.id > COALESCE((SELECT CAST(value AS INTEGER) FROM state_meta
WHERE key = 'fts_rebuild_high_water'), -1)
OR new.id <= COALESCE((SELECT CAST(value AS INTEGER) FROM state_meta
WHERE key = 'fts_rebuild_progress'), -1))
BEGIN
INSERT INTO messages_fts_trigram(rowid, content, tool_name, tool_calls)
VALUES (new.id, new.content, new.tool_name, new.tool_calls);
END;
CREATE TRIGGER IF NOT EXISTS messages_fts_trigram_delete AFTER DELETE ON messages
WHEN old.role <> 'tool'
AND (old.id > COALESCE((SELECT CAST(value AS INTEGER) FROM state_meta
WHERE key = 'fts_rebuild_high_water'), -1)
OR old.id <= COALESCE((SELECT CAST(value AS INTEGER) FROM state_meta
WHERE key = 'fts_rebuild_progress'), -1))
BEGIN
INSERT INTO messages_fts_trigram(messages_fts_trigram, rowid, content, tool_name, tool_calls)
VALUES ('delete', old.id, old.content, old.tool_name, old.tool_calls);
END;
CREATE TRIGGER IF NOT EXISTS messages_fts_trigram_update
AFTER UPDATE OF content, tool_name, tool_calls, role ON messages
WHEN (old.content IS NOT new.content
OR old.tool_name IS NOT new.tool_name
OR old.tool_calls IS NOT new.tool_calls
OR old.role IS NOT new.role)
AND (old.id > COALESCE((SELECT CAST(value AS INTEGER) FROM state_meta
WHERE key = 'fts_rebuild_high_water'), -1)
OR old.id <= COALESCE((SELECT CAST(value AS INTEGER) FROM state_meta
WHERE key = 'fts_rebuild_progress'), -1))
BEGIN
INSERT INTO messages_fts_trigram(messages_fts_trigram, rowid, content, tool_name, tool_calls)
SELECT 'delete', old.id, old.content, old.tool_name, old.tool_calls
WHERE old.role <> 'tool';
INSERT INTO messages_fts_trigram(rowid, content, tool_name, tool_calls)
SELECT new.id, new.content, new.tool_name, new.tool_calls
WHERE new.role <> 'tool';
END;
"""
_FTS_CJK_TRIGGERS = (
"messages_fts_cjk_insert",
"messages_fts_cjk_delete",
"messages_fts_cjk_update",
)
# state_meta breadcrumb set when a tokenizer-less process had to drop the
# cjk triggers to keep message writes alive: rows written from that moment
# on are missing from the cjk index, so it must not serve reads until
# `hermes sessions optimize-storage` rebuilds it on a capable host.
FTS_CJK_STALE_KEY = "fts_cjk_stale"
# Durable breadcrumb for a base/trigram FTS index that was detached from the
# canonical messages table after runtime corruption. While present, startup
# must rebuild the complete index before reinstalling sync triggers: rows may
# have been written while those triggers were absent, so merely recreating
# them would preserve an unknown index gap.
FTS_STALE_KEY = "fts_stale"
# ── Legacy (v22 / inline-content) FTS DDL ──────────────────────────────
# Used ONLY to keep an existing pre-v23 install's search working and its
# triggers repairable UNTIL the user opts into `hermes db optimize`. This is
# the exact inline shape v11..v22 shipped: each virtual table stores its own
# copy of ``content || tool_name || tool_calls`` and the trigram table indexes
# every row (including role='tool'). We never CREATE these on a fresh install —
# fresh installs are born on the v23 external-content schema above. These
# constants exist so a legacy DB is never accidentally handed the v23 DDL
# (which would create the external-content trigram source VIEW and leave the
# DB in a mixed, broken state). `optimize_fts_storage()` is what migrates a
# legacy DB to the v23 shape.
LEGACY_FTS_SQL = """
CREATE VIRTUAL TABLE IF NOT EXISTS messages_fts USING fts5(
content
);
CREATE TRIGGER IF NOT EXISTS messages_fts_insert AFTER INSERT ON messages BEGIN
INSERT INTO messages_fts(rowid, content) VALUES (
new.id,
COALESCE(new.content, '') || ' ' || COALESCE(new.tool_name, '') || ' ' || COALESCE(new.tool_calls, '')
);
END;
CREATE TRIGGER IF NOT EXISTS messages_fts_delete AFTER DELETE ON messages BEGIN
DELETE FROM messages_fts WHERE rowid = old.id;
END;
CREATE TRIGGER IF NOT EXISTS messages_fts_update
AFTER UPDATE OF content, tool_name, tool_calls ON messages BEGIN
DELETE FROM messages_fts WHERE rowid = old.id;
INSERT INTO messages_fts(rowid, content) VALUES (
new.id,
COALESCE(new.content, '') || ' ' || COALESCE(new.tool_name, '') || ' ' || COALESCE(new.tool_calls, '')
);
END;
"""
LEGACY_FTS_TRIGRAM_SQL = """
CREATE VIRTUAL TABLE IF NOT EXISTS messages_fts_trigram USING fts5(
content,
tokenize='trigram'
);
CREATE TRIGGER IF NOT EXISTS messages_fts_trigram_insert AFTER INSERT ON messages BEGIN
INSERT INTO messages_fts_trigram(rowid, content) VALUES (
new.id,
COALESCE(new.content, '') || ' ' || COALESCE(new.tool_name, '') || ' ' || COALESCE(new.tool_calls, '')
);
END;
CREATE TRIGGER IF NOT EXISTS messages_fts_trigram_delete AFTER DELETE ON messages BEGIN
DELETE FROM messages_fts_trigram WHERE rowid = old.id;
END;
CREATE TRIGGER IF NOT EXISTS messages_fts_trigram_update
AFTER UPDATE OF content, tool_name, tool_calls ON messages BEGIN
DELETE FROM messages_fts_trigram WHERE rowid = old.id;
INSERT INTO messages_fts_trigram(rowid, content) VALUES (
new.id,
COALESCE(new.content, '') || ' ' || COALESCE(new.tool_name, '') || ' ' || COALESCE(new.tool_calls, '')
);
END;
"""