hermes-agent/plugins/context_engine/__init__.py
Teknium 3fe6938176 fix: robust context engine interface — config selection, plugin discovery, ABC completeness
Follow-up fixes for the context engine plugin slot (PR #5700):

- Enhance ContextEngine ABC: add threshold_percent, protect_first_n,
  protect_last_n as class attributes; complete update_model() default
  with threshold recalculation; clarify on_session_end() lifecycle docs
- Add ContextCompressor.update_model() override for model/provider/
  base_url/api_key updates
- Replace all direct compressor internal access in run_agent.py with
  ABC interface: switch_model(), fallback restore, context probing
  all use update_model() now; _context_probed guarded with getattr/
  hasattr for plugin engine compatibility
- Create plugins/context_engine/ directory with discovery module
  (mirrors plugins/memory/ pattern) — discover_context_engines(),
  load_context_engine()
- Add context.engine config key to DEFAULT_CONFIG (default: compressor)
- Config-driven engine selection in run_agent.__init__: checks config,
  then plugins/context_engine/<name>/, then general plugin system,
  falls back to built-in ContextCompressor
- Wire on_session_end() in shutdown_memory_provider() at real session
  boundaries (CLI exit, /reset, gateway expiry)
2026-04-10 19:15:50 -07:00

219 lines
7.4 KiB
Python

"""Context engine plugin discovery.
Scans ``plugins/context_engine/<name>/`` directories for context engine
plugins. Each subdirectory must contain ``__init__.py`` with a class
implementing the ContextEngine ABC.
Context engines are separate from the general plugin system — they live
in the repo and are always available without user installation. Only ONE
can be active at a time, selected via ``context.engine`` in config.yaml.
The default engine is ``"compressor"`` (the built-in ContextCompressor).
Usage:
from plugins.context_engine import discover_context_engines, load_context_engine
available = discover_context_engines() # [(name, desc, available), ...]
engine = load_context_engine("lcm") # ContextEngine instance
"""
from __future__ import annotations
import importlib
import importlib.util
import logging
import sys
from pathlib import Path
from typing import List, Optional, Tuple
logger = logging.getLogger(__name__)
_CONTEXT_ENGINE_PLUGINS_DIR = Path(__file__).parent
def discover_context_engines() -> List[Tuple[str, str, bool]]:
"""Scan plugins/context_engine/ for available engines.
Returns list of (name, description, is_available) tuples.
Does NOT import the engines — just reads plugin.yaml for metadata
and does a lightweight availability check.
"""
results = []
if not _CONTEXT_ENGINE_PLUGINS_DIR.is_dir():
return results
for child in sorted(_CONTEXT_ENGINE_PLUGINS_DIR.iterdir()):
if not child.is_dir() or child.name.startswith(("_", ".")):
continue
init_file = child / "__init__.py"
if not init_file.exists():
continue
# Read description from plugin.yaml if available
desc = ""
yaml_file = child / "plugin.yaml"
if yaml_file.exists():
try:
import yaml
with open(yaml_file) as f:
meta = yaml.safe_load(f) or {}
desc = meta.get("description", "")
except Exception:
pass
# Quick availability check — try loading and calling is_available()
available = True
try:
engine = _load_engine_from_dir(child)
if engine is None:
available = False
elif hasattr(engine, "is_available"):
available = engine.is_available()
except Exception:
available = False
results.append((child.name, desc, available))
return results
def load_context_engine(name: str) -> Optional["ContextEngine"]:
"""Load and return a ContextEngine instance by name.
Returns None if the engine is not found or fails to load.
"""
engine_dir = _CONTEXT_ENGINE_PLUGINS_DIR / name
if not engine_dir.is_dir():
logger.debug("Context engine '%s' not found in %s", name, _CONTEXT_ENGINE_PLUGINS_DIR)
return None
try:
engine = _load_engine_from_dir(engine_dir)
if engine:
return engine
logger.warning("Context engine '%s' loaded but no engine instance found", name)
return None
except Exception as e:
logger.warning("Failed to load context engine '%s': %s", name, e)
return None
def _load_engine_from_dir(engine_dir: Path) -> Optional["ContextEngine"]:
"""Import an engine module and extract the ContextEngine instance.
The module must have either:
- A register(ctx) function (plugin-style) — we simulate a ctx
- A top-level class that extends ContextEngine — we instantiate it
"""
name = engine_dir.name
module_name = f"plugins.context_engine.{name}"
init_file = engine_dir / "__init__.py"
if not init_file.exists():
return None
# Check if already loaded
if module_name in sys.modules:
mod = sys.modules[module_name]
else:
# Handle relative imports within the plugin
# First ensure the parent packages are registered
for parent in ("plugins", "plugins.context_engine"):
if parent not in sys.modules:
parent_path = Path(__file__).parent
if parent == "plugins":
parent_path = parent_path.parent
parent_init = parent_path / "__init__.py"
if parent_init.exists():
spec = importlib.util.spec_from_file_location(
parent, str(parent_init),
submodule_search_locations=[str(parent_path)]
)
if spec:
parent_mod = importlib.util.module_from_spec(spec)
sys.modules[parent] = parent_mod
try:
spec.loader.exec_module(parent_mod)
except Exception:
pass
# Now load the engine module
spec = importlib.util.spec_from_file_location(
module_name, str(init_file),
submodule_search_locations=[str(engine_dir)]
)
if not spec:
return None
mod = importlib.util.module_from_spec(spec)
sys.modules[module_name] = mod
# Register submodules so relative imports work
for sub_file in engine_dir.glob("*.py"):
if sub_file.name == "__init__.py":
continue
sub_name = sub_file.stem
full_sub_name = f"{module_name}.{sub_name}"
if full_sub_name not in sys.modules:
sub_spec = importlib.util.spec_from_file_location(
full_sub_name, str(sub_file)
)
if sub_spec:
sub_mod = importlib.util.module_from_spec(sub_spec)
sys.modules[full_sub_name] = sub_mod
try:
sub_spec.loader.exec_module(sub_mod)
except Exception as e:
logger.debug("Failed to load submodule %s: %s", full_sub_name, e)
try:
spec.loader.exec_module(mod)
except Exception as e:
logger.debug("Failed to exec_module %s: %s", module_name, e)
sys.modules.pop(module_name, None)
return None
# Try register(ctx) pattern first (how plugins are written)
if hasattr(mod, "register"):
collector = _EngineCollector()
try:
mod.register(collector)
if collector.engine:
return collector.engine
except Exception as e:
logger.debug("register() failed for %s: %s", name, e)
# Fallback: find a ContextEngine subclass and instantiate it
from agent.context_engine import ContextEngine
for attr_name in dir(mod):
attr = getattr(mod, attr_name, None)
if (isinstance(attr, type) and issubclass(attr, ContextEngine)
and attr is not ContextEngine):
try:
return attr()
except Exception:
pass
return None
class _EngineCollector:
"""Fake plugin context that captures register_context_engine calls."""
def __init__(self):
self.engine = None
def register_context_engine(self, engine):
self.engine = engine
# No-op for other registration methods
def register_tool(self, *args, **kwargs):
pass
def register_hook(self, *args, **kwargs):
pass
def register_cli_command(self, *args, **kwargs):
pass
def register_memory_provider(self, *args, **kwargs):
pass