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"""Read-only access to ~/.hermes/state.db"""
import json
import logging
import re
import sqlite3
import uuid
from dataclasses import dataclass, field
from datetime import datetime, timezone
from pathlib import Path
from agent_gui.message_sanitize import strip_injected_prefix
log = logging.getLogger(__name__)
WORKSPACE_KEY_MARKER = ".hermes_workspace_key"
SESSION_ID_MARKER = ".hermes_session_id"
def _to_iso(value: object) -> str | None:
"""Normalize a SQLite timestamp (float epoch or ISO string) to ISO-8601 UTC."""
if value is None:
return None
if isinstance(value, (int, float)):
return datetime.fromtimestamp(float(value), tz=timezone.utc).isoformat()
s = str(value).strip()
return s if s else None
@dataclass
class Session:
id: str
started_at: str
ended_at: str | None
source: str
model: str
parent_session_id: str | None
title: str = ""
message_count: int = 0
token_estimate: int = 0
@dataclass
class DeskSessionEntry:
"""One Hermes session row inside a desk's private state.db.
A GUI *desk* is a single sandbox dir, named by its root/anchor session id.
Every resume or model-switch starts a NEW Hermes session row in that desk's
private state.db, with ``parent_session_id`` pointing back to the root — so a
desk accumulates a lineage of session ids over its life. This entry surfaces
one such row for the desk-history log.
"""
id: str
started_at: str
ended_at: str | None
model: str
parent_session_id: str | None
message_count: int
is_root: bool
@dataclass
class Message:
id: int
session_id: str
role: str # user | assistant | tool
content: str | None
timestamp: str
tool_calls: list[dict] = field(default_factory=list) # parsed from tool_calls column
tool_call_id: str | None = None # set on role=tool messages
tool_name: str | None = None # set on role=tool messages
reasoning_content: str | None = None # extended thinking / reasoning trace (assistant)
class HermesDB:
# Each GUI desk runs with HERMES_HOME=<hermes_home>/gui_sandboxes/<sid>, so its
# session conversation lives in a *private* state.db (no cross-desk leakage via
# Hermes' shared session/memory store). The shared <hermes_home>/state.db still
# holds legacy/CLI sessions, so reads fall back to it when no per-desk db exists.
def __init__(self, hermes_home: Path):
self.hermes_home = hermes_home
self.db_path = hermes_home / "state.db" # shared (legacy / CLI)
self._sandbox_root = hermes_home / "gui_sandboxes"
def _connect(self, db_path: "Path | None" = None) -> sqlite3.Connection:
path = db_path or self.db_path
# ``mode=ro`` is correct for finished / checkpointed dbs, but a *live*
# desk db is in WAL mode and being written by the Hermes worker: a pure
# read-only open cannot register itself in the WAL shared-memory index
# (it would need to create/write the -shm file) and SQLite then raises
# SQLITE_CANTOPEN ("unable to open database file"). That made the
# Activity feed / Debug terminal go blank on refresh for an active desk.
# Fall back to a read-write open with PRAGMA query_only — the standard
# multi-process WAL reader pattern (we never write) — and finally to an
# immutable open for genuinely read-only files.
try:
conn = sqlite3.connect(
f"file:{path}?mode=ro", uri=True, timeout=5.0,
)
except sqlite3.OperationalError:
try:
conn = sqlite3.connect(
f"file:{path}?mode=rw", uri=True, timeout=5.0,
)
conn.execute("PRAGMA query_only = TRUE")
except sqlite3.OperationalError:
# immutable=1 ignores the -wal file entirely, so it must never
# be used on a *live* db: it would "succeed" and serve a stale
# snapshot (often an empty schema → "no such table: sessions"),
# blanking the desk instead of erroring. If a non-empty WAL sits
# next to the file, the db is live — propagate the failure so
# callers can degrade (skip/404) rather than read wrong data.
wal = Path(f"{path}-wal")
try:
wal_live = wal.stat().st_size > 0
except OSError:
wal_live = False
if wal_live:
raise
conn = sqlite3.connect(
f"file:{path}?immutable=1", uri=True, timeout=5.0,
)
conn.row_factory = sqlite3.Row
return conn
def _db_available(self) -> bool:
return self.db_path.exists()
def _desk_db(self, session_id: str) -> "Path | None":
"""The per-desk state.db for a session, if it exists on disk."""
cand = self._sandbox_root / session_id / "state.db"
return cand if cand.exists() else None
def _db_for_session(self, session_id: str) -> "Path | None":
"""Resolve which state.db holds a session: its private desk db, else shared."""
desk = self._desk_db(session_id)
if desk:
return desk
return self.db_path if self.db_path.exists() else None
def _iter_session_dbs(self) -> "list[Path]":
"""All state.dbs to scan when listing sessions: every per-desk db + shared."""
dbs: list[Path] = []
if self._sandbox_root.exists():
try:
desks = [d for d in self._sandbox_root.iterdir() if d.is_dir()]
# Newest desks first so recent work surfaces without scanning everything.
desks.sort(key=lambda d: d.stat().st_mtime, reverse=True)
for d in desks:
cand = d / "state.db"
if cand.exists():
dbs.append(cand)
except OSError:
pass
if self.db_path.exists():
dbs.append(self.db_path)
return dbs
def _row_to_session(self, conn: sqlite3.Connection, r: sqlite3.Row) -> Session:
title = r["title"] or ""
if not title:
title = self._infer_title(conn, r["id"])
return Session(
id=r["id"],
started_at=_to_iso(r["started_at"]) or "",
ended_at=_to_iso(r["ended_at"]),
source=r["source"] or "cli",
model=r["model"] or "",
parent_session_id=r["parent_session_id"],
title=title,
message_count=r["message_count"] or 0,
token_estimate=r["token_estimate"] or 0,
)
def list_sessions(self, limit: int = 50, offset: int = 0) -> list[Session]:
# Aggregate across every per-desk db + the shared db, dedup by id (a desk's
# private db wins), then sort newest-first and paginate in Python.
seen: set[str] = set()
collected: list[Session] = []
# Bound work per db: per-desk dbs hold ~1 session; cap the shared scan.
for db_path in self._iter_session_dbs():
try:
with self._connect(db_path) as conn:
rows = conn.execute(
f"""
SELECT id, started_at, ended_at, source, model,
parent_session_id, title,
message_count,
{self._token_estimate_expr(conn)} AS token_estimate
FROM sessions
ORDER BY started_at DESC
LIMIT ?
""",
(limit + offset + 200,),
).fetchall()
for r in rows:
if r["id"] in seen:
continue
seen.add(r["id"])
collected.append(self._row_to_session(conn, r))
except sqlite3.Error:
continue
collected.sort(key=lambda s: s.started_at, reverse=True)
return collected[offset:offset + limit]
def _infer_title(self, conn: sqlite3.Connection, session_id: str) -> str:
row = conn.execute(
"SELECT content FROM messages WHERE session_id=? AND role='user' ORDER BY id LIMIT 1",
(session_id,),
).fetchone()
if not row or not row["content"]:
return "Untitled task"
text = row["content"]
if not isinstance(text, str):
text = str(text)
text = strip_injected_prefix(text)
return text[:80].replace("\n", " ").strip() or "Untitled task"
def _token_estimate_expr(self, conn: sqlite3.Connection) -> str:
"""SQL expression for a session's token estimate.
input_tokens/output_tokens are present in current Hermes schemas but
absent in older state.db files — fall back to 0 if so (same pattern as
get_messages' reasoning_content probe).
"""
cols = {
row["name"]
for row in conn.execute("PRAGMA table_info(sessions)").fetchall()
}
if "input_tokens" in cols and "output_tokens" in cols:
return "COALESCE(input_tokens, 0) + COALESCE(output_tokens, 0)"
return "0"
def get_session(self, session_id: str) -> Session | None:
db_path = self._db_for_session(session_id)
if not db_path:
return None
try:
with self._connect(db_path) as conn:
row = conn.execute(
f"""
SELECT id, started_at, ended_at, source, model, parent_session_id, title,
message_count,
{self._token_estimate_expr(conn)} AS token_estimate
FROM sessions WHERE id=?
""",
(session_id,),
).fetchone()
if not row:
return None
return self._row_to_session(conn, row)
except sqlite3.Error as e:
# An unreadable desk db must surface as "session not found" (404),
# not a 500 — same degradation as list_sessions/get_desk_messages.
log.warning("skipping unreadable desk db %s: %s", db_path, e)
return None
@staticmethod
def _reasoning_select(conn) -> str:
"""SELECT expression yielding one ``reasoning_content`` value per row.
Hermes persists the assistant's thinking trace into one of two columns
depending on which field the backend streams: ``reasoning_content`` (the
field literally named that — older vLLM, DeepSeek, Anthropic) or
``reasoning`` (newer vLLM reasoning-parser / OpenRouter-style, which the
GUI historically never read — the cause of "no reasoning trace"). Coalesce
them, preferring reasoning_content, and degrade gracefully when either
column is absent (older / Claude-only schemas).
"""
cols = {row["name"] for row in conn.execute("PRAGMA table_info(messages)").fetchall()}
has_rc = "reasoning_content" in cols
has_r = "reasoning" in cols
if has_rc and has_r:
return "COALESCE(NULLIF(reasoning_content, ''), reasoning) AS reasoning_content"
if has_rc:
return "reasoning_content"
if has_r:
return "reasoning AS reasoning_content"
return "NULL AS reasoning_content"
def get_messages(self, session_id: str, limit: int = 500, *, tail: bool = False) -> list[Message]:
db_path = self._db_for_session(session_id)
if not db_path:
return []
order = "DESC" if tail else "ASC"
with self._connect(db_path) as conn:
reasoning_col = self._reasoning_select(conn)
rows = conn.execute(
f"""
SELECT id, session_id, role, content, tool_calls,
tool_call_id, tool_name, timestamp, {reasoning_col}
FROM messages
WHERE session_id=?
ORDER BY id {order}
LIMIT ?
""",
(session_id, limit),
).fetchall()
if tail:
rows = list(reversed(rows))
messages = []
for r in rows:
tool_calls: list[dict] = []
if r["tool_calls"]:
try:
parsed = json.loads(r["tool_calls"])
if isinstance(parsed, list):
tool_calls = parsed
except Exception:
pass
messages.append(Message(
id=r["id"],
session_id=r["session_id"],
role=r["role"],
content=r["content"],
timestamp=_to_iso(r["timestamp"]) or "",
tool_calls=tool_calls,
tool_call_id=r["tool_call_id"],
tool_name=r["tool_name"],
reasoning_content=r["reasoning_content"],
))
return messages
def get_desk_messages(self, anchor_session_id: str, limit: int = 10000) -> list[Message]:
"""All messages in a desk's private state.db, chronological.
Hermes may use multiple session_id values inside one desk db across
resumes; the GUI's session id is only used to locate the db file.
Falls back to session-scoped reads for legacy/shared databases.
"""
desk_db = self._desk_db(anchor_session_id)
if not desk_db:
return self.get_messages(anchor_session_id, limit=limit)
limit = max(1, limit)
try:
with self._connect(desk_db) as conn:
reasoning_col = self._reasoning_select(conn)
rows = conn.execute(
f"""
SELECT id, session_id, role, content, tool_calls,
tool_call_id, tool_name, timestamp, {reasoning_col}
FROM messages
ORDER BY id ASC
LIMIT ?
""",
(limit,),
).fetchall()
except sqlite3.Error as e:
# A single unreadable desk db (bad perms, WAL/-shm we can't open ro,
# fd exhaustion, corruption) must not 500 the whole Overview — skip it.
log.warning("skipping unreadable desk db %s: %s", desk_db, e)
return []
messages: list[Message] = []
for r in rows:
tool_calls: list[dict] = []
if r["tool_calls"]:
try:
parsed = json.loads(r["tool_calls"])
if isinstance(parsed, list):
tool_calls = parsed
except Exception:
pass
messages.append(Message(
id=r["id"],
session_id=r["session_id"],
role=r["role"],
content=r["content"],
timestamp=_to_iso(r["timestamp"]) or "",
tool_calls=tool_calls,
tool_call_id=r["tool_call_id"],
tool_name=r["tool_name"],
reasoning_content=r["reasoning_content"],
))
return messages
def get_desk_session_history(self, anchor_session_id: str) -> list[DeskSessionEntry]:
"""Every Hermes session row in a desk's private db, oldest first.
Surfaces the desk's session lineage: the root session plus every
resume/model-switch (each a new session id, parented to the root). For a
legacy/shared desk with no per-desk db, returns just the anchor session.
"""
desk_db = self._desk_db(anchor_session_id)
if not desk_db:
s = self.get_session(anchor_session_id)
if not s:
return []
return [DeskSessionEntry(
id=s.id, started_at=s.started_at, ended_at=s.ended_at,
model=s.model, parent_session_id=s.parent_session_id,
message_count=s.message_count,
is_root=s.parent_session_id is None,
)]
try:
with self._connect(desk_db) as conn:
rows = conn.execute(
"""
SELECT id, started_at, ended_at, model, parent_session_id,
COALESCE(message_count, 0) AS message_count
FROM sessions
ORDER BY started_at ASC, id ASC
"""
).fetchall()
except sqlite3.Error as e:
log.warning("skipping unreadable desk db %s: %s", desk_db, e)
return []
entries: list[DeskSessionEntry] = []
for r in rows:
entries.append(DeskSessionEntry(
id=r["id"],
started_at=_to_iso(r["started_at"]) or "",
ended_at=_to_iso(r["ended_at"]),
model=r["model"] or "",
parent_session_id=r["parent_session_id"],
message_count=r["message_count"] or 0,
is_root=r["parent_session_id"] is None,
))
return entries
def get_desk_time_bounds(self, anchor_session_id: str) -> tuple[str | None, str | None]:
"""Earliest desk start and latest known activity for overview spans."""
desk_db = self._desk_db(anchor_session_id)
if not desk_db:
s = self.get_session(anchor_session_id)
if not s:
return None, None
return s.started_at or None, s.ended_at or s.started_at or None
try:
with self._connect(desk_db) as conn:
# Span start = the FIRST COMMAND (earliest message), not the
# session row's started_at: workers create their session row at
# spawn (desk/team creation), which precedes the first user
# command by the whole worker init — so the Overview chart began
# a minute-plus before any visible activity. Sessions with no
# messages yet fall back to started_at.
row = conn.execute(
"SELECT MIN(timestamp) AS t0 FROM messages"
).fetchone()
t0 = _to_iso(row["t0"]) if row and row["t0"] is not None else None
if t0 is None:
row = conn.execute(
"SELECT MIN(started_at) AS t0 FROM sessions"
).fetchone()
t0 = _to_iso(row["t0"]) if row and row["t0"] is not None else None
row2 = conn.execute(
"SELECT MAX(timestamp) AS ts FROM messages"
).fetchone()
t_msg = _to_iso(row2["ts"]) if row2 and row2["ts"] is not None else None
row3 = conn.execute(
"SELECT MAX(ended_at) AS t1 FROM sessions WHERE ended_at IS NOT NULL"
).fetchone()
t_end = _to_iso(row3["t1"]) if row3 and row3["t1"] is not None else None
except sqlite3.Error as e:
log.warning("skipping unreadable desk db %s: %s", desk_db, e)
return None, None
# Latest wall-clock point: last message, else last ended_at, else session start.
last = t_msg or t_end or t0
return t0, last
def _timestamp_sort_key(self, ts: str) -> float:
if not ts:
return 0.0
try:
return datetime.fromisoformat(ts.replace("Z", "+00:00")).timestamp()
except ValueError:
return 0.0
@staticmethod
def read_workspace_key(ws: Path) -> str | None:
key_file = ws / WORKSPACE_KEY_MARKER
if not key_file.is_file():
return None
try:
key = key_file.read_text(encoding="utf-8").strip()
except OSError:
return None
return key or None
@staticmethod
def ensure_workspace_key(ws: Path) -> str:
"""Persist a stable lineage id in the workspace (shared across session ids)."""
existing = HermesDB.read_workspace_key(ws)
if existing:
return existing
key = uuid.uuid4().hex
try:
ws.mkdir(parents=True, exist_ok=True)
(ws / WORKSPACE_KEY_MARKER).write_text(key, encoding="utf-8")
except OSError:
pass
return key
def _iter_known_workspaces(
self, extra_workspace_dirs: list[Path] | None = None,
) -> list[tuple[str, Path]]:
"""``(session_id, workspace_dir)`` for every GUI/legacy desk workspace."""
seen: set[tuple[str, str]] = set()
out: list[tuple[str, Path]] = []
def _add(sid: str, ws: Path) -> None:
sid = (sid or "").strip()
if not sid or not ws.is_dir():
return
try:
rp = str(ws.resolve())
except OSError:
rp = str(ws)
key = (sid, rp)
if key in seen:
return
seen.add(key)
out.append((sid, ws))
if self._sandbox_root.is_dir():
for sid_dir in self._sandbox_root.iterdir():
if not sid_dir.is_dir():
continue
ws = sid_dir / "docker" / "default" / "workspace"
if ws.is_dir():
_add(sid_dir.name, ws)
for ws in extra_workspace_dirs or []:
if not ws.is_dir():
continue
marker = ws / SESSION_ID_MARKER
sid = ws.name
if marker.is_file():
try:
sid = marker.read_text(encoding="utf-8").strip() or sid
except OSError:
pass
_add(sid, ws)
return out
def find_related_session_ids(
self,
anchor_session_id: str,
anchor_ws: Path | None,
*,
extra_workspace_dirs: list[Path] | None = None,
) -> list[str]:
"""Session ids that share this desk's workspace lineage (same path or
same ``.hermes_workspace_key``).
The key is authoritative: every desk gets a unique key at creation, so
desks with different keys are different desks. Never link desks by task
content — same-team desks created with the same prompt are still
separate desks, and merging them leaked activity across the whole team.
"""
related: set[str] = {(anchor_session_id or "").strip()} - {""}
if anchor_ws is None or not anchor_ws.is_dir():
return sorted(related)
try:
anchor_rp = anchor_ws.resolve()
except OSError:
anchor_rp = anchor_ws
anchor_key = self.read_workspace_key(anchor_ws)
for sid, ws in self._iter_known_workspaces(extra_workspace_dirs):
try:
if ws.resolve() == anchor_rp:
related.add(sid)
continue
except OSError:
pass
if anchor_key and self.read_workspace_key(ws) == anchor_key:
related.add(sid)
return sorted(related)
def get_workspace_messages(
self, session_ids: list[str], limit: int = 10000,
) -> list[Message]:
"""Merge messages from every related session, chronological."""
limit = max(1, limit)
ranked: list[tuple[tuple[float, int, str], Message]] = []
for sid in session_ids:
if self._desk_db(sid):
batch = self.get_desk_messages(sid, limit=limit)
else:
batch = self.get_messages(sid, limit=limit)
for m in batch:
ranked.append((
(self._timestamp_sort_key(m.timestamp), m.id, sid),
m,
))
ranked.sort(key=lambda item: item[0])
return [m for _, m in ranked[:limit]]
def get_workspace_time_bounds(
self, session_ids: list[str],
) -> tuple[str | None, str | None]:
"""Earliest start + latest activity across related sessions."""
starts: list[str] = []
ends: list[str] = []
for sid in session_ids:
t0, t1 = self.get_desk_time_bounds(sid)
if t0:
starts.append(t0)
if t1:
ends.append(t1)
if not starts:
return None, None
return min(starts), max(ends)
def delete_session(self, session_id: str) -> bool:
"""Delete a session row + messages from its desk-private or shared state.db."""
db_path = self._db_for_session(session_id)
if not db_path:
return False
try:
conn = sqlite3.connect(db_path)
try:
row = conn.execute(
"SELECT COUNT(*) FROM sessions WHERE id = ?", (session_id,)
).fetchone()
if not row or row[0] == 0:
return False
conn.execute(
"UPDATE sessions SET parent_session_id = NULL WHERE parent_session_id = ?",
(session_id,),
)
conn.execute("DELETE FROM messages WHERE session_id = ?", (session_id,))
conn.execute("DELETE FROM sessions WHERE id = ?", (session_id,))
conn.commit()
return True
finally:
conn.close()
except sqlite3.Error:
return False
def search_sessions(self, query: str, limit: int = 20) -> list[Session]:
# Search every per-desk db + the shared db; dedup ids across them.
ids: list[str] = []
seen: set[str] = set()
for db_path in self._iter_session_dbs():
if len(ids) >= limit:
break
try:
with self._connect(db_path) as conn:
try:
rows = conn.execute(
"""
SELECT DISTINCT s.id FROM sessions s
JOIN messages_fts ON messages_fts.rowid = (
SELECT id FROM messages WHERE session_id=s.id
AND messages_fts MATCH ? LIMIT 1
)
LIMIT ?
""",
(query, limit),
).fetchall()
except sqlite3.Error:
rows = conn.execute(
"SELECT DISTINCT session_id AS id FROM messages WHERE content LIKE ? LIMIT ?",
(f"%{query}%", limit),
).fetchall()
except sqlite3.Error:
continue
for r in rows:
if r["id"] not in seen:
seen.add(r["id"])
ids.append(r["id"])
sessions = []
for sid in ids[:limit]:
s = self.get_session(sid)
if s:
sessions.append(s)
return sessions