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queue/327-
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claude/iss
| Author | SHA1 | Date | |
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ade5351bdf | ||
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49c8635261 |
@@ -41,6 +41,42 @@ from agent.model_metadata import is_local_endpoint
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logger = logging.getLogger(__name__)
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# Minimum context window (tokens) required for a model to run cron jobs.
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# Models below this threshold are rejected at job startup.
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CRON_MIN_CONTEXT_TOKENS = 64_000
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class ModelContextError(ValueError):
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"""Raised when a model's context window is too small for cron use."""
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def _check_model_context_compat(
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model: str,
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*,
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base_url: str = "",
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api_key: str = "",
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config_context_length: int | None = None,
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) -> None:
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"""Raise ModelContextError if the model's context window is below CRON_MIN_CONTEXT_TOKENS.
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If config_context_length is provided the check is skipped (user override).
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Detection failures are non-fatal (fail-open) — the job proceeds.
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"""
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if config_context_length is not None:
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return
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try:
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from agent.model_metadata import get_model_context_length
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ctx = get_model_context_length(model, base_url=base_url, api_key=api_key)
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except Exception as exc:
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logger.debug("Context length detection failed for '%s', skipping check: %s", model, exc)
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return
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if ctx < CRON_MIN_CONTEXT_TOKENS:
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raise ModelContextError(
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f"Model '{model}' has a context window of {ctx:,} tokens, "
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f"which is below the minimum {CRON_MIN_CONTEXT_TOKENS:,} required by Hermes Agent. "
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f"To override, set model.context_length in config.yaml."
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)
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# =====================================================================
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# Deploy Sync Guard
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@@ -90,7 +126,14 @@ def _validate_agent_interface() -> None:
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) from exc
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sig = inspect.signature(AIAgent.__init__)
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accepted = set(sig.parameters.keys()) - {"self"}
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params = sig.parameters
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# If AIAgent accepts **kwargs it will accept any named arg — guard passes.
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if any(p.kind == inspect.Parameter.VAR_KEYWORD for p in params.values()):
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_agent_interface_validated = True
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logger.debug("Deploy sync guard passed — AIAgent accepts **kwargs")
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return
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accepted = set(params.keys()) - {"self"}
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missing = _SCHEDULER_AGENT_KWARGS - accepted
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if missing:
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@@ -129,7 +172,12 @@ def _safe_agent_kwargs(kwargs: dict) -> dict:
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return kwargs
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sig = inspect.signature(AIAgent.__init__)
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accepted = set(sig.parameters.keys()) - {"self"}
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params = sig.parameters
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# If AIAgent accepts **kwargs it will accept any named arg — pass everything through.
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if any(p.kind == inspect.Parameter.VAR_KEYWORD for p in params.values()):
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return kwargs
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accepted = set(params.keys()) - {"self"}
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safe = {}
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dropped = []
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@@ -545,7 +593,49 @@ def _run_job_script(script_path: str) -> tuple[bool, str]:
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return False, f"Script execution failed: {exc}"
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def _build_job_prompt(job: dict) -> str:
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_PROVIDER_ALIASES = {
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"ollama": {"ollama", "localhost:11434"},
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"anthropic": {"anthropic", "claude"},
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"nous": {"nous", "mimo"},
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"openrouter": {"openrouter"},
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"openai": {"openai", "gpt"},
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"gemini": {"gemini", "google"},
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}
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_CLOUD_PREFIXES = frozenset({"nous", "openrouter", "anthropic", "openai", "zai", "kimi", "gemini", "minimax"})
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def _classify_runtime(provider: str, model: str) -> str:
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"""Return 'cloud', 'local', or 'unknown' based on provider/model hints."""
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p = (provider or "").strip().lower()
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m = (model or "").strip().lower()
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if p and p not in ("ollama", "local"):
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return "cloud"
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if "/" in m and m.split("/")[0] in _CLOUD_PREFIXES:
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return "cloud"
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if p in ("ollama", "local") or (not p and m):
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return "local"
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return "unknown"
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def _detect_provider_mismatch(prompt: str, active_provider: str):
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"""Return the mismatched provider alias if the prompt references a different provider."""
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if not active_provider or not prompt:
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return None
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pl = prompt.lower()
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al = active_provider.lower().strip()
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active_group = next(
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(g for g, aliases in _PROVIDER_ALIASES.items() if al in aliases or al.startswith(g)),
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None,
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)
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if not active_group:
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return None
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return next(
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(g for g, aliases in _PROVIDER_ALIASES.items() if g != active_group and any(x in pl for x in aliases)),
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None,
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)
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def _build_job_prompt(job: dict, *, runtime_model: str = "", runtime_provider: str = "") -> str:
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"""Build the effective prompt for a cron job, optionally loading one or more skills first."""
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prompt = job.get("prompt", "")
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skills = job.get("skills")
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@@ -576,6 +666,26 @@ def _build_job_prompt(job: dict) -> str:
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f"{prompt}"
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)
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# Build runtime context block — inject model/provider/runtime classification
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# so the agent knows what infrastructure it has access to.
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# Fix #565: derive provider from model prefix when runtime_provider is empty.
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_runtime_block = ""
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if runtime_model or runtime_provider:
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if not runtime_provider and "/" in runtime_model:
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runtime_provider = runtime_model.split("/")[0]
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_kind = _classify_runtime(runtime_provider, runtime_model)
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_parts = []
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if runtime_model:
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_parts.append(f"MODEL: {runtime_model}")
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if runtime_provider:
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_parts.append(f"PROVIDER: {runtime_provider}")
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if _kind == "local":
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_parts.append("RUNTIME: local — access to machine, Ollama, SSH")
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elif _kind == "cloud":
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_parts.append("RUNTIME: cloud — NO local access, NO SSH, NO localhost")
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if _parts:
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_runtime_block = "[SYSTEM: RUNTIME CONTEXT — " + "; ".join(_parts) + "]\n\n"
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# Always prepend cron execution guidance so the agent knows how
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# delivery works and can suppress delivery when appropriate.
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cron_hint = (
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@@ -597,7 +707,7 @@ def _build_job_prompt(job: dict) -> str:
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"\"[SCRIPT_FAILED]: forge.alexanderwhitestone.com timed out\" "
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"\"[SCRIPT_FAILED]: script exited with code 1\".]\\n\\n"
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)
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prompt = cron_hint + prompt
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prompt = _runtime_block + cron_hint + prompt
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if skills is None:
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legacy = job.get("skill")
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skills = [legacy] if legacy else []
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@@ -667,7 +777,23 @@ def run_job(job: dict) -> tuple[bool, str, str, Optional[str]]:
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job_id = job["id"]
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job_name = job["name"]
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prompt = _build_job_prompt(job)
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# Resolve runtime model/provider early so the prompt gets accurate context.
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_runtime_model = job.get("model") or os.getenv("HERMES_MODEL") or ""
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_runtime_provider = os.getenv("HERMES_PROVIDER", "")
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if not _runtime_model:
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try:
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import yaml as _y
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_cp2 = str(_hermes_home / "config.yaml")
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if os.path.exists(_cp2):
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with open(_cp2) as _f:
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_ce = _y.safe_load(_f) or {}
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_mc = _ce.get("model", {})
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_runtime_model = _mc if isinstance(_mc, str) else (_mc.get("default", "") if isinstance(_mc, dict) else "")
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except Exception:
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pass
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prompt = _build_job_prompt(job, runtime_model=_runtime_model, runtime_provider=_runtime_provider)
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origin = _resolve_origin(job)
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_cron_session_id = f"cron_{job_id}_{_hermes_now().strftime('%Y%m%d_%H%M%S')}"
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@@ -779,6 +905,14 @@ 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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_active_provider = runtime.get("provider", "") or ""
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_mismatch = _detect_provider_mismatch(job.get("prompt", ""), _active_provider)
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if _mismatch:
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logger.warning(
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"Job '%s': prompt references '%s' but active provider is '%s'",
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job_name, _mismatch, _active_provider,
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)
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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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prompt,
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@@ -7,7 +7,7 @@ from unittest.mock import AsyncMock, patch, MagicMock
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import pytest
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from cron.scheduler import _resolve_origin, _resolve_delivery_target, _deliver_result, run_job, SILENT_MARKER, _build_job_prompt, _check_model_context_compat, ModelContextError, CRON_MIN_CONTEXT_TOKENS
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from cron.scheduler import _resolve_origin, _resolve_delivery_target, _deliver_result, run_job, SILENT_MARKER, _build_job_prompt, _check_model_context_compat, ModelContextError, CRON_MIN_CONTEXT_TOKENS, _classify_runtime, _detect_provider_mismatch
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class TestResolveOrigin:
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@@ -670,6 +670,13 @@ class TestRunJobSkillBacked:
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class TestSilentDelivery:
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"""Verify that [SILENT] responses suppress delivery while still saving output."""
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@pytest.fixture(autouse=True)
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def _isolate_lock(self, tmp_path):
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"""Give each test its own tick lock file to prevent parallel test contention."""
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with patch("cron.scheduler._LOCK_FILE", tmp_path / ".tick.lock"), \
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patch("cron.scheduler._LOCK_DIR", tmp_path):
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yield
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def _make_job(self):
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return {
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"id": "monitor-job",
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@@ -827,10 +834,102 @@ class TestBuildJobPromptMissingSkill:
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assert "go" in result
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class TestClassifyRuntime:
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"""Unit tests for _classify_runtime."""
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def test_cloud_provider_explicit(self):
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assert _classify_runtime("openai", "") == "cloud"
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assert _classify_runtime("anthropic", "") == "cloud"
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assert _classify_runtime("nous", "") == "cloud"
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def test_local_provider_explicit(self):
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assert _classify_runtime("ollama", "") == "local"
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assert _classify_runtime("local", "") == "local"
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def test_cloud_detected_from_model_prefix(self):
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"""Model prefix 'nous/...' should be classified as cloud even with no provider."""
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assert _classify_runtime("", "nous/mimo-v2-pro") == "cloud"
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assert _classify_runtime("", "openai/gpt-4o") == "cloud"
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def test_local_when_model_has_no_cloud_prefix(self):
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"""A model without a cloud prefix and no provider => local."""
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assert _classify_runtime("", "llama3") == "local"
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def test_unknown_when_empty(self):
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assert _classify_runtime("", "") == "unknown"
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class TestBuildJobPromptRuntimeContext:
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"""Verify runtime context block injection in _build_job_prompt."""
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def test_runtime_block_injected_with_model_and_provider(self):
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job = {"prompt": "Do something"}
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result = _build_job_prompt(job, runtime_model="nous/mimo-v2-pro", runtime_provider="nous")
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assert "RUNTIME CONTEXT" in result
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assert "MODEL: nous/mimo-v2-pro" in result
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assert "PROVIDER: nous" in result
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assert "cloud" in result
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def test_provider_derived_from_model_prefix_when_empty(self):
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"""Fix #565: PROVIDER should be derived from model prefix when runtime_provider is empty."""
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job = {"prompt": "Do something"}
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result = _build_job_prompt(job, runtime_model="nous/mimo-v2-pro", runtime_provider="")
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assert "PROVIDER: nous" in result
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def test_provider_not_empty_in_context_block(self):
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"""Fix #565: PROVIDER line must not be blank when model has a slash prefix."""
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job = {"prompt": "Check status"}
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result = _build_job_prompt(job, runtime_model="openai/gpt-4o", runtime_provider="")
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assert "PROVIDER: openai" in result
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assert "PROVIDER: ;" not in result
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assert "PROVIDER: ]" not in result
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def test_no_runtime_block_when_no_model_or_provider(self):
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"""No runtime block should appear when neither model nor provider is given."""
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job = {"prompt": "Hello"}
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result = _build_job_prompt(job)
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assert "RUNTIME CONTEXT" not in result
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def test_local_runtime_classification(self):
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"""ollama model should get local runtime label."""
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job = {"prompt": "Query local model"}
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result = _build_job_prompt(job, runtime_model="llama3", runtime_provider="ollama")
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assert "RUNTIME: local" in result
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assert "NO local access" not in result
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def test_runtime_block_precedes_cron_hint(self):
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"""RUNTIME CONTEXT block should appear before the cron system hint."""
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job = {"prompt": "test"}
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result = _build_job_prompt(job, runtime_model="nous/mimo-v2-pro", runtime_provider="nous")
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runtime_pos = result.index("RUNTIME CONTEXT")
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cron_pos = result.index("scheduled cron job")
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assert runtime_pos < cron_pos
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class TestDetectProviderMismatch:
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"""Unit tests for _detect_provider_mismatch."""
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def test_no_mismatch_when_same_provider(self):
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assert _detect_provider_mismatch("Use ollama to generate", "ollama") is None
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def test_mismatch_detected(self):
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"""Prompt referencing 'ollama' while running on 'nous' should flag a mismatch."""
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result = _detect_provider_mismatch("Check if Ollama is responding", "nous")
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assert result == "ollama"
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def test_no_mismatch_for_empty_inputs(self):
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assert _detect_provider_mismatch("", "nous") is None
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assert _detect_provider_mismatch("some prompt", "") is None
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def test_no_mismatch_when_provider_unknown(self):
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"""Unknown active provider should not raise, just return None."""
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assert _detect_provider_mismatch("Check Ollama", "mystery-provider") is None
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class TestTickAdvanceBeforeRun:
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"""Verify that tick() calls advance_next_run before run_job for crash safety."""
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def test_advance_called_before_run_job(self, tmp_path):
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def test_advance_called_before_run_job(self, tmp_path, monkeypatch):
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"""advance_next_run must be called before run_job to prevent crash-loop re-fires."""
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call_order = []
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@@ -855,7 +954,9 @@ class TestTickAdvanceBeforeRun:
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patch("cron.scheduler.run_job", side_effect=fake_run_job), \
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patch("cron.scheduler.save_job_output", return_value=tmp_path / "out.md"), \
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patch("cron.scheduler.mark_job_run"), \
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patch("cron.scheduler._deliver_result"):
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patch("cron.scheduler._deliver_result"), \
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patch("cron.scheduler._LOCK_FILE", tmp_path / ".tick.lock"), \
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patch("cron.scheduler._LOCK_DIR", tmp_path):
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from cron.scheduler import tick
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executed = tick(verbose=False)
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@@ -900,7 +1001,7 @@ class TestDeploySyncGuard:
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fake_module = MagicMock()
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fake_module.AIAgent = FakeAIAgent
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with pytest.raises(RuntimeError, match="Missing parameters: tool_choice"):
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with pytest.raises(RuntimeError, match=r"(?s)missing params:.*tool_choice"):
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with patch.dict("sys.modules", {"run_agent": fake_module}):
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sched_mod._validate_agent_interface()
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finally:
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Reference in New Issue
Block a user