Files
hermes-agent/agent/prompt_cache_scope.py
kshitijk4poor d12d7129a2 refactor(cache): drop the int guard on the fork compaction count
Every context engine inherits ContextEngine.compression_count: int = 0 and
the only tagged forks in tests (the review-fork Recorder and the scope tests)
have no compressor or an int counter, so the isinstance check guarded nothing.

Also cut the _apply_fork_tag docstring to the WHY; the measurement numbers
belong in the PR body, not the source.
2026-09-27 00:38:34 +05:30

244 lines
12 KiB
Python

"""Rotation-stable logical cache scope for prompt_cache_key derivation.
Legacy compression rotation mints a new physical ``session_id`` mid-conversation, moving it
into a fresh cache bucket. ``resolve_prompt_cache_scope()`` maps the physical id to the ROOT
of its compression lineage — NOT ``get_conversation_root`` (the Portal-attribution walk),
which would collapse /branch children and delegate trees into one id. ``/new`` starts a
fresh scope; fork children (branch, delegate, tool-tagged) are isolated. Hosts minting one id
per RESPONSE declare the conversation via ``gateway_session_key``, which wins over the lineage
walk and is hashed to ``gwk_<sha256[:24]>`` (it embeds platform/chat/user identifiers).
"""
import hashlib
import logging
from typing import Any, Optional
from utils import base_url_hostname
logger = logging.getLogger(__name__)
_MEMO_ATTR = "_prompt_cache_scope_memo"
_DECLARED_SCOPE_PREFIX = "gwk_"
def _lineage_root(session_id: str, session_db: Any) -> Optional[str]:
"""Compression-lineage root of *session_id*, or None (tolerates test-double results)."""
if session_db is None:
return None
try:
lineage = session_db.get_compression_lineage(session_id)
except Exception:
logger.debug("prompt-cache scope lineage walk failed", exc_info=True)
return None
if isinstance(lineage, (list, tuple)) and lineage:
root = lineage[0]
if isinstance(root, str) and root:
return root
return None
def _agent_source(
agent: Any, session_id: str, session_db: Any, row_source: Optional[str] = None
) -> str:
"""The ``sessions.source`` this agent's conversation is recorded under.
``row_source``: the row's value if already read (``""`` = read, none; ``None`` = look it
up). Before the row lands, use the SAME resolver persistence uses, not ``agent.platform``:
they diverge under ``HERMES_SESSION_SOURCE`` and the declared scope is memoized at once,
so both sides of a ``/new`` would otherwise hash the same scope.
"""
if row_source is None and session_id and session_db is not None:
try:
row = session_db.get_session(session_id)
except Exception:
logger.debug("declared-scope source lookup failed", exc_info=True)
row = None
row_source = str(row.get("source") or "").strip() if row else ""
if row_source:
return row_source
platform = getattr(agent, "platform", None)
try:
# Lazy: run_agent imports this module.
from run_agent import _session_source_for_agent
source = str(_session_source_for_agent(platform) or "").strip()
if source:
return source
except Exception:
logger.debug("declared-scope source authority unavailable", exc_info=True)
return str(platform or "").strip()
def _conversation_generation(session_key: str, source: str, session_db: Any) -> str:
"""Durable generation for *session_key*'s current conversation (``""`` if none).
The declared key survives ``/new``, so hashing it alone would reuse one scope across
conversations. The counter advances with each reset boundary, independent of prunable
rows and wall-clock; compression does not advance it.
The declared key names a chat and deliberately survives `/new` and policy resets. See #79017, #86733.
"""
reader = getattr(session_db, "latest_conversation_boundary", None)
if not callable(reader):
return ""
generation = reader(session_key, source)
return "" if generation is None else str(int(generation))
def declared_conversation_scope(agent: Any) -> Optional[str]:
"""Host-declared logical conversation scope (``gwk_<sha256[:24]>``), or None.
Hashes ``(source, gateway_session_key, generation)``. None (fall back to the physical id)
when no key is declared, for a background-review fork (``_persist_disabled``), for an
explicit fork child, and on any DB error (fail closed rather than merge a fork onto its
parent's key).
The one sanctioned exception is a same-model cache-parity fork (#109964): its whole purpose
is prefix parity with the parent, yet ``_persist_disabled`` + ``_session_db=None`` made both
resolvers key it into a different bucket (one cold ~full-context request per review).
``build_cache_parity_fork`` stamps the parent's ALREADY-RESOLVED scope as
``_inherited_cache_scope`` (no DB access from the fork). Only a ``gwk_`` value is a declared
scope; a physical lineage root stays out of the affinity header so the fork publishes
exactly what its parent publishes (None → consumers fall back to the conversation root).
"""
inherited = getattr(agent, "_inherited_cache_scope", None)
if isinstance(inherited, str) and inherited.startswith(_DECLARED_SCOPE_PREFIX):
return inherited
key = str(getattr(agent, "_gateway_session_key", "") or "").strip()
if not key or getattr(agent, "_persist_disabled", False):
return None
sid = str(getattr(agent, "session_id", None) or "")
db = getattr(agent, "_session_db", None)
generation = ""
row_source: Optional[str] = None
if sid and db is not None:
try:
# One read for both halves of the row identity (fork verdict + source).
# One read for both halves of the row's identity: the fork verdict and the source the peer
# queries match on live on the same ``sessions`` row, and asking for them separately read it
# twice per resolution (@teknium1 on #98811). A SessionDB without the combined view keeps the
# original call, so nothing that predates it — including the doubles that certify the
# fail-closed contract below — changes behaviour.
identity = getattr(db, "declared_scope_identity", None)
if callable(identity):
is_fork, row_source = identity(sid)
else:
is_fork = db.is_explicit_fork_child(sid)
if is_fork:
return None
except Exception:
logger.debug("declared-scope fork check failed", exc_info=True)
return None
source = _agent_source(agent, sid, db, row_source)
if db is not None:
try:
generation = _conversation_generation(key, source, db)
except Exception:
logger.debug("declared-scope generation read failed", exc_info=True)
return None
# Same identity tuple the peer queries use: same key under different sources must not collapse.
carrier = f"{source}|{key}|{generation}"
digest = hashlib.sha256(carrier.encode("utf-8", errors="replace")).hexdigest()[:24]
return f"{_DECLARED_SCOPE_PREFIX}{digest}"
def resolve_prompt_cache_scope(agent: Any) -> str:
"""Rotation-stable cache-scope id: the inherited parent scope of a same-model cache-parity
fork, else the declared scope, else the compression-lineage root of ``agent.session_id``
(the physical id without ancestry/DB). Memoized on the agent."""
inherited = getattr(agent, "_inherited_cache_scope", None)
if isinstance(inherited, str) and inherited:
return _apply_fork_tag(agent, inherited)
sid = str(getattr(agent, "session_id", None) or "")
if not sid:
return ""
db = getattr(agent, "_session_db", None)
# DB presence is part of the key: an agent that gains a DB handle later must re-resolve.
key = (sid, db is not None)
memo = getattr(agent, _MEMO_ATTR, None)
if isinstance(memo, tuple) and len(memo) == 2 and memo[0] == key:
return _apply_fork_tag(agent, memo[1])
root = declared_conversation_scope(agent) or _lineage_root(sid, db)
scope = root or sid
# Memoize on success, with no DB, or when the agent never persists a row. A failed/empty
# walk on a persisting agent is NOT memoized: the physical id is right for now (row not
# yet persisted) but would stay wrong for the whole segment once it lands.
if root is not None or db is None or getattr(agent, "_persist_disabled", False):
try:
setattr(agent, _MEMO_ATTR, (key, scope))
except Exception:
pass # frozen/slotted doubles: resolution works, just unmemoized
return _apply_fork_tag(agent, scope)
# ``<scope>::<tag>`` — double colon so gateway session keys that already contain single
# colons are never mistaken for a fork scope.
FORK_SCOPE_SEPARATOR = "::"
# Aggregator slugs that front xAI Grok (OpenRouter and friends).
GROK_AGGREGATOR_MODEL_PREFIXES = ("x-ai/grok-", "xai/grok-")
def is_slot_keyed_cache_route(provider: Any, model: Any, base_url: Any = "") -> bool:
"""True when the cache key selects ONE server-side slot per conversation.
xAI (``xai``/``xai-oauth``, ``api.x.ai``, or Grok via OpenRouter ``x-ai/grok-*``) pins its
prompt cache to the server picked by ``x-grok-conv-id`` / ``prompt_cache_key``: two divergent
request streams under one key evict each other. Anthropic, DeepSeek and Gemini caches are
content-addressed and OpenAI's ``prompt_cache_key`` only routes over a prefix match, so the
shared scope (#109964) stays a win there. Only the OpenRouter profile reads ``cache_scope_id``
for the sticky header; other aggregators fronting Grok change only the body key.
"""
if str(provider or "").strip().lower() in {"xai", "xai-oauth"}:
return True
if base_url_hostname(str(base_url or "")) == "api.x.ai":
return True
return str(model or "").strip().lower().startswith(GROK_AGGREGATOR_MODEL_PREFIXES)
def is_fork_cache_scope(scope: Any) -> bool:
"""True when *scope* is a fork-derived scope (``<scope>::<tag>``)."""
return isinstance(scope, str) and FORK_SCOPE_SEPARATOR in scope
def _apply_fork_tag(agent: Any, scope: str) -> str:
"""``<scope>::<tag>`` for a tagged fork on a slot-keyed route, once the fork's OWN compaction
committed: before it the fork extends the parent's prefix (warm read, #109964); after it the
rewritten stream would evict the parent's xAI slot. Read per call, so fallbacks re-evaluate."""
tag = getattr(agent, "_prompt_cache_fork_tag", None)
if not scope or not isinstance(tag, str) or not tag:
return scope
if getattr(getattr(agent, "context_compressor", None), "compression_count", 0) < 1:
return scope
if not is_slot_keyed_cache_route(
getattr(agent, "provider", ""), getattr(agent, "model", ""), getattr(agent, "base_url", ""),
):
return scope
return f"{scope}{FORK_SCOPE_SEPARATOR}{tag}"
def declared_conversation_scope_safe(agent: Any) -> Optional[str]:
"""Never-raising variant of :func:`declared_conversation_scope`."""
try:
return declared_conversation_scope(agent)
except Exception:
logger.debug("declared conversation scope resolution failed", exc_info=True)
return None
def resolve_prompt_cache_scope_safe(agent: Any) -> Optional[str]:
"""Never-raising variant of :func:`resolve_prompt_cache_scope` (None = use the physical id).
At turn_context an exception inside ``set_runtime_main(...)`` would skip the whole binding.
Returns None on any failure (or when there is no scope). Consumers treat None/empty as "fall back to the
physical session_id", so a resolution failure degrades to pre-#79017 behavior instead of blocking the
caller — important at turn_context's call site, where an exception raised inside the
``set_runtime_main(...)`` argument list would otherwise skip the whole runtime binding, not just the
cache scope.
"""
try:
return resolve_prompt_cache_scope(agent) or None
except Exception:
logger.debug("prompt-cache scope resolution failed", exc_info=True)
return None