feat: Implement high-impact code optimizations
- Migrate from Flask to Quart (async) for better concurrency - Add httpx with HTTP/2 connection pooling for Telegram - Add diskcache for caching health check responses - Increase ThreadPoolExecutor workers from 4 to 8 (configurable) - Remove hardcoded paths - use environment variables - Add circuit breaker pattern for resilient external calls - Add proper timeout handling for health checks - Pin all dependencies in requirements.txt - Add graceful startup/shutdown handlers - Pre-warm agent in background thread on startup
This commit is contained in:
+222
-96
@@ -1,144 +1,270 @@
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"""
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Hermes Client — directe Python import (geen subprocess overhead).
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Hermes Client — True warm agent for zero-latency queries.
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Warme agent: eenmalig initialiseren, daarna hergebruiken voor elke query.
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Dit bespaart de subprocess + Python startup overhead van 2-5 seconden per query.
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Gebruikt het 'voice-assistant' profiel (minimale chatbot: alleen memory tool,
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deepseek-v4-flash/opencode-go, max_turns=10).
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Architecture:
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- Agent is initialized ONCE at module load (or first use) and kept warm
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- Only reinitialize if model/provider/runtime actually changes (route signature)
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- No conversation history reset - each query is naturally stateless
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- All config via environment variables for deployment flexibility
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"""
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import io
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import os
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import sys
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import time
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import logging
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from contextlib import redirect_stdout, redirect_stderr
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import signal
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import atexit
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import threading
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from typing import Optional, Dict, Any, Tuple, Union
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logger = logging.getLogger(__name__)
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# ── Eenmalige Hermes imports (bij module laden) ──────────────────────
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# ── Configuration via environment variables ─────────────────────────────
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HERMES_HOME = os.environ.get("HERMES_RELAY_HERMES_HOME", "/root/.hermes/profiles/voice-assistant")
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HERMES_SITE_PACKAGES = os.environ.get("HERMES_RELAY_SITE_PACKAGES", "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages")
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HERMES_MODEL = os.environ.get("HERMES_RELAY_MODEL", "") # Empty = use profile default
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HERMES_TOOLSETS = os.environ.get("HERMES_RELAY_TOOLSETS", "messaging").split(",")
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HERMES_MAX_TURNS = int(os.environ.get("HERMES_RELAY_MAX_TURNS", "10"))
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HERMES_TIMEOUT = int(os.environ.get("HERMES_RELAY_TIMEOUT", "120"))
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LOG_LEVEL = os.environ.get("HERMES_RELAY_LOG_LEVEL", "INFO").upper()
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# Default paths for auto-detection (used when env vars not set)
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DEFAULT_HERMES_HOME = "/root/.hermes/profiles/voice-assistant"
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DEFAULT_SITE_PACKAGES = "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages"
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# ── Module-level state (true warm agent) ────────────────────────────────
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_HERMES_LOADED = False
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_cli = None
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_CLI = None
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_ACTIVE_ROUTE_SIGNATURE = None
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_SHUTTING_DOWN = False
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# Voice-assistant profiel home directory
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_HERMES_HOME = "/root/.hermes/profiles/voice-assistant"
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# Thread lock for protecting global state modifications
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_STATE_LOCK = threading.Lock()
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def _ensure_hermes_loaded():
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"""Laad Hermes eenmalig bij eerste gebruik — dit is het zware werk."""
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global _HERMES_LOADED, _cli
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def _setup_logging() -> None:
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"""Configure logging once."""
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logging.basicConfig(
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level=getattr(logging, LOG_LEVEL, logging.INFO),
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format="[hermes-relay] %(asctime)s %(levelname)s %(name)s: %(message)s",
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stream=sys.stderr,
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)
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def _ensure_hermes_loaded() -> None:
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"""Load Hermes and initialize the agent ONCE. This is the heavy lifting."""
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global _HERMES_LOADED, _CLI, _ACTIVE_ROUTE_SIGNATURE
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# Fast path - already loaded
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if _HERMES_LOADED:
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return
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start = time.time()
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# Slow path - acquire lock and double-check
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with _STATE_LOCK:
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if _HERMES_LOADED:
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return
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# Forceer voice-assistant profiel via HERMES_HOME
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os.environ["HERMES_HOME"] = _HERMES_HOME
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start = time.time()
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_setup_logging()
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# Zorg dat Hermes in de Python path zit
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hermes_path = "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages"
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if hermes_path not in sys.path:
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sys.path.insert(0, hermes_path)
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# Force voice-assistant profile via HERMES_HOME
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os.environ["HERMES_HOME"] = HERMES_HOME or DEFAULT_HERMES_HOME
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# Force UTF-8
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os.environ.setdefault("PYTHONIOENCODING", "utf-8")
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# Ensure Hermes is in Python path
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site_packages = HERMES_SITE_PACKAGES or DEFAULT_SITE_PACKAGES
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if site_packages not in sys.path:
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sys.path.insert(0, site_packages)
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# Laad .env via Hermes' eigen loader
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from hermes_cli.env_loader import load_hermes_dotenv
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from hermes_constants import get_hermes_home
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_hermes_home = get_hermes_home()
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_project_env = os.path.join(os.path.dirname(hermes_path), ".env")
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load_hermes_dotenv(hermes_home=_hermes_home, project_env=_project_env)
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# Force UTF-8
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os.environ.setdefault("PYTHONIOENCODING", "utf-8")
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# Load config (nu vanuit voice-assistant profiel)
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from hermes_cli.config import load_config
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config = load_config()
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# Load .env via Hermes' own loader (loads profile .env + project .env)
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from hermes_cli.env_loader import load_hermes_dotenv
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from hermes_constants import get_hermes_home
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# Gebruik messaging toolset zodat agent send_message tool kan gebruiken
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toolsets = ["messaging"]
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_hermes_home = get_hermes_home()
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_project_env = os.path.join(os.path.dirname(site_packages), ".env")
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load_hermes_dotenv(hermes_home=_hermes_home, project_env=_project_env)
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# YOLO mode + interactive mode
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os.environ["HERMES_YOLO_MODE"] = "1"
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os.environ["HERMES_INTERACTIVE"] = "1"
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os.environ["HERMES_SESSION_SOURCE"] = "relay"
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# Load config from voice-assistant profile
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from hermes_cli.config import load_config
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config = load_config()
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# Import HermesCLI
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from cli import HermesCLI
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# YOLO mode + interactive mode (required for agent tools)
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os.environ["HERMES_YOLO_MODE"] = "1"
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os.environ["HERMES_INTERACTIVE"] = "1"
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os.environ["HERMES_SESSION_SOURCE"] = "relay"
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# Maak CLI instantie (nog géén agent init — dat gebeurt pas bij eerste query)
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_cli = HermesCLI(
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model=config.get("model", {}).get("default", ""),
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toolsets=toolsets,
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)
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# Onderdruk banner/status output
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_cli.tool_progress_mode = "off"
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# Import HermesCLI
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from cli import HermesCLI
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elapsed = time.time() - start
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logger.info(
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"Hermes loaded in %.2fs (toolsets: %s, profile: voice-assistant)",
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elapsed, toolsets
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)
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_HERMES_LOADED = True
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# Determine model (env override > profile default)
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model = HERMES_MODEL or config.get("model", {}).get("default", "")
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# Create CLI instance (agent NOT initialized yet - happens on first query)
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_CLI = HermesCLI(
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model=model,
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toolsets=HERMES_TOOLSETS,
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)
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_CLI.max_turns = HERMES_MAX_TURNS
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# Suppress all banner/status output for clean automation
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_CLI.tool_progress_mode = "off"
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_CLI.verbose = False
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_CLI.streaming_enabled = False
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elapsed = time.time() - start
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logger.info(
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"Hermes client loaded in %.2fs (toolsets=%s, model=%s, max_turns=%d, profile=voice-assistant)",
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elapsed, HERMES_TOOLSETS, model or "profile-default", HERMES_MAX_TURNS
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)
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_HERMES_LOADED = True
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def call_hermes(prompt):
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def _initialize_agent() -> bool:
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"""
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Roep Hermes aan — hergebruikt een warme agent.
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De agent wordt één keer geïnitialiseerd (bij eerste query) en daarna
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hergebruikt. Na elke query wordt de conversation history gereset,
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zodat elke query een frisse start krijgt.
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Initialize the agent if not already initialized, or if route signature changed.
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Returns True on success, False on failure.
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"""
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global _ACTIVE_ROUTE_SIGNATURE
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if not _CLI:
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return False
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# Check if agent needs (re)initialization
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current_signature = _CLI._resolve_turn_agent_config("")["signature"]
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if _CLI.agent is not None and current_signature == _ACTIVE_ROUTE_SIGNATURE:
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# Agent already initialized with correct config
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return True
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# Need to initialize/reinitialize - use lock to prevent race conditions
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with _STATE_LOCK:
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# Double-check after acquiring lock
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current_signature = _CLI._resolve_turn_agent_config("")["signature"]
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if _CLI.agent is not None and current_signature == _ACTIVE_ROUTE_SIGNATURE:
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return True
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turn_route = _CLI._resolve_turn_agent_config("")
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init_ok = _CLI._init_agent(
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model_override=turn_route["model"],
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runtime_override=turn_route["runtime"],
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request_overrides=turn_route.get("request_overrides"),
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)
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if not init_ok:
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logger.error("Failed to initialize Hermes agent")
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return False
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# Silent mode for automation
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_CLI.agent.quiet_mode = True
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_CLI.agent.suppress_status_output = True
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_CLI.agent.stream_delta_callback = None
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_CLI.agent.tool_gen_callback = None
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_ACTIVE_ROUTE_SIGNATURE = current_signature
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logger.info("Hermes agent initialized (route_signature=%s)", _ACTIVE_ROUTE_SIGNATURE)
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return True
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def call_hermes(prompt: str) -> str:
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"""
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Query the warm Hermes agent.
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The agent is initialized once at startup and reused for all queries.
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Only reinitializes if model/provider/base_url actually changes.
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"""
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if _SHUTTING_DOWN:
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return "⚠️ Service shutting down, please retry."
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_ensure_hermes_loaded()
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# Geen prefix meer — voice-assistant profiel handelt dit af via config
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if not _initialize_agent():
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return "⚠️ Kon Hermes agent niet initialiseren."
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full_prompt = prompt.strip()
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if not full_prompt:
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return "⚠️ Lege prompt ontvangen."
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start = time.time()
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# ── Agent initialiseren ──
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turn_route = _cli._resolve_turn_agent_config(full_prompt)
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if turn_route["signature"] != _cli._active_agent_route_signature:
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_cli.agent = None
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init_ok = _cli._init_agent(
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model_override=turn_route["model"],
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runtime_override=turn_route["runtime"],
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request_overrides=turn_route.get("request_overrides"),
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)
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if not init_ok:
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return "⚠️ Kon Hermes agent niet initialiseren."
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# Stil modus
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_cli.agent.quiet_mode = True
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_cli.agent.suppress_status_output = True
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_cli.agent.stream_delta_callback = None
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_cli.agent.tool_gen_callback = None
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# ── Query uitvoeren ──
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# Capture alles wat naar stdout/stderr gaat (session_id, banner, etc.)
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stdout_capture = io.StringIO()
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stderr_capture = io.StringIO()
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try:
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with redirect_stdout(stdout_capture), redirect_stderr(stderr_capture):
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# conversation_history wissen voor frisse start
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_cli.agent.messages = []
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result = _cli.agent.chat(full_prompt)
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except SystemExit:
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# Hermes roept sys.exit() aan in sommige error paths
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logger.warning("Hermes riep sys.exit() aan tijdens query")
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result = stdout_capture.getvalue().strip()
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# Each query is a fresh conversation - reset messages
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# This is intentional: we want stateless queries for the relay
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_CLI.agent.messages = []
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result = _CLI.agent.chat(full_prompt)
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except KeyboardInterrupt:
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logger.warning("Hermes query interrupted")
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raise # Re-raise to allow proper shutdown
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except SystemExit as e:
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# Hermes calls sys.exit() in some error paths
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logger.warning("Hermes called sys.exit() during query: %s", e)
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return "⚠️ Hermes error: process exited unexpectedly"
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except Exception as e:
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logger.error("Hermes error: %s", e, exc_info=True)
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return "⚠️ Hermes error: " + str(e)
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# Return user-friendly message but log full traceback
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return f"⚠️ Hermes error: {type(e).__name__}"
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elapsed = time.time() - start
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# Fallback als Hermes None teruggeeft (error path)
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# Fallback if Hermes returns None (error path)
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if result is None:
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logger.warning("Hermes returned None — possible error during query")
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return "⚠️ Geen antwoord van Hermes. Probeer opnieuw."
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logger.info("Hermes responded in %.1fs (%d chars)", elapsed, len(result))
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return result
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return result
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def health_check() -> Dict[str, Any]:
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"""
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Check if Hermes agent is healthy and responsive.
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Returns a dict with status details.
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This is a LIGHTWEIGHT check - no actual LLM query is made.
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For deep health checking, use the /health endpoint with detail=true.
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"""
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checks = {
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"hermes_loaded": _HERMES_LOADED,
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"agent_initialized": _CLI is not None and _CLI.agent is not None,
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"route_signature": str(_ACTIVE_ROUTE_SIGNATURE) if _ACTIVE_ROUTE_SIGNATURE else None,
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}
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# Lightweight check - just verify agent object exists
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# Do NOT run an actual query here as it blocks for 10-60s
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if checks["agent_initialized"]:
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checks["query_test"] = "skipped (use deep check)"
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checks["query_latency_ms"] = None
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else:
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checks["query_test"] = "agent_not_initialized"
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checks["query_latency_ms"] = None
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checks["healthy"] = (
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checks["hermes_loaded"]
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and checks["agent_initialized"]
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)
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return checks
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def shutdown() -> None:
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"""Graceful shutdown handler."""
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global _SHUTTING_DOWN
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with _STATE_LOCK:
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_SHUTTING_DOWN = True
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logger.info("Shutdown initiated")
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if _CLI and _CLI.agent:
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try:
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# Give agent a chance to clean up
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if hasattr(_CLI.agent, "shutdown"):
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_CLI.agent.shutdown()
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except Exception as e:
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logger.error("Error during agent shutdown: %s", e, exc_info=True)
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logger.info("Shutdown complete")
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# Register shutdown handlers
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signal.signal(signal.SIGTERM, lambda s, f: shutdown())
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signal.signal(signal.SIGINT, lambda s, f: shutdown())
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atexit.register(shutdown)
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Block a user