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feature/ti
| Author | SHA1 | Date | |
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e6c346c6bb |
@@ -4,6 +4,7 @@ from __future__ import annotations
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import os
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import re
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from datetime import datetime
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from typing import Any, Dict, Optional
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from utils import is_truthy_value
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@@ -182,7 +183,7 @@ def resolve_turn_route(user_message: str, routing_config: Optional[Dict[str, Any
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"command": runtime.get("command"),
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"args": list(runtime.get("args") or []),
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},
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"label": f"smart route → {route.get('model')} ({runtime.get('provider')})",
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"label": f"smart route \u2192 {route.get('model')} ({runtime.get('provider')})",
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"signature": (
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route.get("model"),
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runtime.get("provider"),
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@@ -192,3 +193,151 @@ def resolve_turn_route(user_message: str, routing_config: Optional[Dict[str, Any
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tuple(runtime.get("args") or ()),
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),
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}
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# ---------------------------------------------------------------------------
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# Time-aware cron model routing
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# ---------------------------------------------------------------------------
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# During peak hours (user active), cron jobs use a cheaper model because the
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# user is present to catch and correct errors. During off-peak hours (user
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# absent), cron jobs use a stronger model because errors go uncorrected.
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#
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# Config (under smart_model_routing.cron_time_routing):
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# enabled: true
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# timezone: "America/New_York" # IANA timezone name (default: UTC)
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# peak_hours:
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# start: 9 # inclusive, 0-23
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# end: 18 # exclusive, 0-23
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# peak_model: # model to use during peak hours
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# provider: openrouter
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# model: xiaomi/mimo-v2-pro
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# offpeak_model: # model to use during off-peak hours
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# provider: openrouter
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# model: anthropic/claude-sonnet-4
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def _get_current_hour_in_tz(tz_name: str) -> int:
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"""Return the current hour (0-23) in the given IANA timezone."""
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try:
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from zoneinfo import ZoneInfo
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tz = ZoneInfo(tz_name)
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except Exception:
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try:
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import pytz
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tz = pytz.timezone(tz_name)
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except Exception:
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return datetime.utcnow().hour
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return datetime.now(tz).hour
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def _is_peak_hour(hour: int, peak_start: int, peak_end: int) -> bool:
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"""Return True if *hour* falls within [peak_start, peak_end).
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Handles wrap-around (e.g. start=22, end=6 means 22:00-05:59 is peak).
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"""
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if peak_start <= peak_end:
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return peak_start <= hour < peak_end
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else:
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# Wraps midnight: e.g. 22-6 means 22,23,0,1,2,3,4,5
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return hour >= peak_start or hour < peak_end
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def resolve_cron_time_route(
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routing_config: Optional[Dict[str, Any]],
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) -> Optional[Dict[str, Any]]:
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"""Return a time-aware model override for cron jobs.
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Considers the current hour in the configured timezone and picks
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between a peak-hours model (cheaper, user present) and an off-peak
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model (stronger, user absent, errors go uncorrected).
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Returns None when time-aware routing is disabled or misconfigured,
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so the caller falls through to normal routing.
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"""
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cfg = routing_config or {}
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cron_cfg = cfg.get("cron_time_routing") or {}
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if not _coerce_bool(cron_cfg.get("enabled"), False):
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return None
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tz_name = str(cron_cfg.get("timezone", "UTC")).strip()
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peak = cron_cfg.get("peak_hours") or {}
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peak_start = _coerce_int(peak.get("start"), 9)
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peak_end = _coerce_int(peak.get("end"), 18)
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current_hour = _get_current_hour_in_tz(tz_name)
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is_peak = _is_peak_hour(current_hour, peak_start, peak_end)
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if is_peak:
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model_cfg = cron_cfg.get("peak_model") or {}
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reason = "cron_peak_hours"
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else:
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model_cfg = cron_cfg.get("offpeak_model") or {}
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reason = "cron_offpeak_hours"
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provider = str(model_cfg.get("provider") or "").strip().lower()
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model = str(model_cfg.get("model") or "").strip()
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if not provider or not model:
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return None
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return {
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"provider": provider,
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"model": model,
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"base_url": model_cfg.get("base_url", ""),
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"api_key_env": model_cfg.get("api_key_env", ""),
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"routing_reason": reason,
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"is_peak_hour": is_peak,
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"hour": current_hour,
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}
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def resolve_cron_turn_route(
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user_message: str,
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routing_config: Optional[Dict[str, Any]],
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primary: Dict[str, Any],
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) -> Dict[str, Any]:
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"""Resolve model route for a cron job turn with time-awareness.
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Checks time-aware routing first (cron_time_routing), then falls
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back to normal smart routing, then falls back to primary.
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"""
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# 1. Time-aware cron routing (peak vs off-peak)
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time_route = resolve_cron_time_route(routing_config)
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if time_route:
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from hermes_cli.runtime_provider import resolve_runtime_provider
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explicit_api_key = None
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api_key_env = str(time_route.get("api_key_env") or "").strip()
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if api_key_env:
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explicit_api_key = os.getenv(api_key_env) or None
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try:
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runtime = resolve_runtime_provider(
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requested=time_route.get("provider"),
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explicit_api_key=explicit_api_key,
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explicit_base_url=time_route.get("base_url"),
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)
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peak_label = "peak" if time_route.get("is_peak_hour") else "off-peak"
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return {
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"model": time_route.get("model"),
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"runtime": {
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"api_key": runtime.get("api_key"),
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"base_url": runtime.get("base_url"),
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"provider": runtime.get("provider"),
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"api_mode": runtime.get("api_mode"),
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"command": runtime.get("command"),
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"args": list(runtime.get("args") or []),
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},
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"label": f"cron {peak_label} -> {time_route.get('model')} ({runtime.get('provider')})",
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"signature": (
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time_route.get("model"),
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runtime.get("provider"),
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runtime.get("base_url"),
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runtime.get("api_mode"),
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runtime.get("command"),
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tuple(runtime.get("args") or ()),
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),
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}
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except Exception:
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pass # Fall through to normal routing
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# 2. Normal smart routing (simple-turn cheap model)
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return resolve_turn_route(user_message, routing_config, primary)
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@@ -87,6 +87,21 @@ model:
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# cheap_model:
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# provider: openrouter
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# model: google/gemini-2.5-flash
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# # Time-aware cron routing: pick model based on hour of day.
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# # Peak hours = user present, cheaper model OK (they catch errors).
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# # Off-peak = user absent, stronger model (errors go uncorrected).
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# cron_time_routing:
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# enabled: true
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# timezone: "America/New_York" # IANA timezone (default: UTC)
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# peak_hours:
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# start: 9 # inclusive, 0-23
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# end: 18 # exclusive, 0-23
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# peak_model: # model during peak hours (user active)
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# provider: openrouter
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# model: xiaomi/mimo-v2-pro
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# offpeak_model: # model during off-peak (user absent)
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# provider: openrouter
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# model: anthropic/claude-sonnet-4
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# =============================================================================
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# Git Worktree Isolation
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@@ -762,8 +762,8 @@ def run_job(job: dict) -> tuple[bool, str, str, Optional[str]]:
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message = format_runtime_provider_error(exc)
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raise RuntimeError(message) from exc
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from agent.smart_model_routing import resolve_turn_route
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turn_route = resolve_turn_route(
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from agent.smart_model_routing import resolve_cron_turn_route
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turn_route = resolve_cron_turn_route(
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prompt,
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smart_routing,
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{
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@@ -776,6 +776,8 @@ def run_job(job: dict) -> tuple[bool, str, str, Optional[str]]:
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"args": list(runtime.get("args") or []),
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},
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)
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if turn_route.get("label"):
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logger.info("Job '%s': %s", job_name, turn_route["label"])
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_agent_kwargs = _safe_agent_kwargs({
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"model": turn_route["model"],
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@@ -299,6 +299,13 @@ DEFAULT_CONFIG = {
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"max_simple_chars": 160,
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"max_simple_words": 28,
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"cheap_model": {},
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"cron_time_routing": {
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"enabled": False,
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"timezone": "UTC",
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"peak_hours": {"start": 9, "end": 18},
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"peak_model": {},
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"offpeak_model": {},
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},
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},
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# Auxiliary model config — provider:model for each side task.
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164
tests/agent/test_cron_time_routing.py
Normal file
164
tests/agent/test_cron_time_routing.py
Normal file
@@ -0,0 +1,164 @@
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"""Tests for time-aware cron model routing."""
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from agent.smart_model_routing import (
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_is_peak_hour,
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resolve_cron_time_route,
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resolve_cron_turn_route,
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)
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# ---------------------------------------------------------------------------
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# _is_peak_hour
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# ---------------------------------------------------------------------------
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def test_peak_hour_within_normal_range():
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assert _is_peak_hour(10, 9, 18) is True
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assert _is_peak_hour(12, 9, 18) is True
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assert _is_peak_hour(17, 9, 18) is True
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def test_peak_hour_outside_normal_range():
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assert _is_peak_hour(8, 9, 18) is False
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assert _is_peak_hour(18, 9, 18) is False
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assert _is_peak_hour(22, 9, 18) is False
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assert _is_peak_hour(0, 9, 18) is False
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def test_peak_hour_at_boundaries():
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assert _is_peak_hour(9, 9, 18) is True # start inclusive
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assert _is_peak_hour(18, 9, 18) is False # end exclusive
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def test_peak_hour_wraps_midnight():
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# 22-6 means peak from 22:00 to 05:59
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assert _is_peak_hour(22, 22, 6) is True
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assert _is_peak_hour(23, 22, 6) is True
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assert _is_peak_hour(0, 22, 6) is True
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assert _is_peak_hour(5, 22, 6) is True
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assert _is_peak_hour(6, 22, 6) is False
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assert _is_peak_hour(12, 22, 6) is False
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assert _is_peak_hour(21, 22, 6) is False
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# ---------------------------------------------------------------------------
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# resolve_cron_time_route
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# ---------------------------------------------------------------------------
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_CRON_ROUTING_CFG = {
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"cron_time_routing": {
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"enabled": True,
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"timezone": "UTC",
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"peak_hours": {"start": 9, "end": 18},
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"peak_model": {
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"provider": "openrouter",
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"model": "xiaomi/mimo-v2-pro",
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},
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"offpeak_model": {
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"provider": "openrouter",
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"model": "anthropic/claude-sonnet-4",
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},
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},
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}
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def test_returns_none_when_disabled():
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cfg = {"cron_time_routing": {"enabled": False}}
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assert resolve_cron_time_route(cfg) is None
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def test_returns_none_when_no_config():
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assert resolve_cron_time_route(None) is None
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assert resolve_cron_time_route({}) is None
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def test_returns_none_when_models_missing():
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cfg = {
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"cron_time_routing": {
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"enabled": True,
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"peak_model": {"provider": "", "model": ""},
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"offpeak_model": {"provider": "", "model": ""},
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}
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}
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assert resolve_cron_time_route(cfg) is None
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def test_returns_route_with_hour_injection(monkeypatch):
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"""Force hour=14 (peak) via _get_current_hour_in_tz patch."""
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monkeypatch.setattr(
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"agent.smart_model_routing._get_current_hour_in_tz",
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lambda tz: 14,
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)
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result = resolve_cron_time_route(_CRON_ROUTING_CFG)
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assert result is not None
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assert result["model"] == "xiaomi/mimo-v2-pro"
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assert result["is_peak_hour"] is True
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assert result["hour"] == 14
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assert result["routing_reason"] == "cron_peak_hours"
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def test_returns_offpeak_route(monkeypatch):
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monkeypatch.setattr(
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"agent.smart_model_routing._get_current_hour_in_tz",
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lambda tz: 3,
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)
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result = resolve_cron_time_route(_CRON_ROUTING_CFG)
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assert result is not None
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assert result["model"] == "anthropic/claude-sonnet-4"
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assert result["is_peak_hour"] is False
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assert result["hour"] == 3
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assert result["routing_reason"] == "cron_offpeak_hours"
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# ---------------------------------------------------------------------------
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# resolve_cron_turn_route
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# ---------------------------------------------------------------------------
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_PRIMARY = {
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"model": "anthropic/claude-opus-4",
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"provider": "openrouter",
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"base_url": "https://openrouter.ai/api/v1",
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"api_mode": "chat_completions",
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"api_key": "***",
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}
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def test_cron_turn_route_uses_time_awareness(monkeypatch):
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monkeypatch.setattr(
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"agent.smart_model_routing._get_current_hour_in_tz",
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lambda tz: 2, # off-peak
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)
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monkeypatch.setattr(
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"hermes_cli.runtime_provider.resolve_runtime_provider",
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lambda **kw: {
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"api_key": "test-key",
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"base_url": "https://openrouter.ai/api/v1",
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"provider": "openrouter",
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"api_mode": "chat_completions",
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"command": None,
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"args": [],
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},
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)
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result = resolve_cron_turn_route("check status", _CRON_ROUTING_CFG, _PRIMARY)
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assert result["model"] == "anthropic/claude-sonnet-4"
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assert "cron off-peak" in (result.get("label") or "")
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def test_cron_turn_route_falls_back_to_primary_when_no_config():
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result = resolve_cron_turn_route("check status", None, _PRIMARY)
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assert result["model"] == "anthropic/claude-opus-4"
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assert result["label"] is None # no smart routing match
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def test_cron_turn_route_falls_back_on_runtime_error(monkeypatch):
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"""If time-route runtime resolution fails, fall back to normal routing."""
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monkeypatch.setattr(
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"agent.smart_model_routing._get_current_hour_in_tz",
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lambda tz: 2,
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)
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monkeypatch.setattr(
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"hermes_cli.runtime_provider.resolve_runtime_provider",
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lambda **kw: (_ for _ in ()).throw(RuntimeError("bad")),
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)
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result = resolve_cron_turn_route("check status", _CRON_ROUTING_CFG, _PRIMARY)
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# Falls back to primary since the time-route runtime failed
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assert result["model"] == "anthropic/claude-opus-4"
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Reference in New Issue
Block a user