"""Pre-API pressure gate for the conversation turn loop: the Ollama runtime-context floor, the provider-overflow re-check arming, the insufficient-progress blocker (compares fully assembled requests, not raw ``messages``) and the call into ``turn_preflight.run_preflight_compression``. Nothing here imports ``agent.conversation_loop`` at module level (cycle).""" from __future__ import annotations import logging from contextlib import suppress from typing import Any from agent.message_metadata import append_message from agent.turn_context import _compression_warrants_another_preflight_pass from agent.turn_preflight import PreflightGateVerdict, run_preflight_compression logger = logging.getLogger("agent.conversation_loop") def run_preflight_gate( agent: Any, *, request_pressure_tokens: Any, _moa_prepared_request: Any, pending_moa_prepared_request: Any, messages: Any, system_message: Any, user_message: Any, active_system_prompt: Any, conversation_history: Any, api_call_count: Any, compression_attempts: Any, max_compression_attempts: Any, effective_task_id: Any, final_response: Any, failed: Any, _turn_exit_reason: Any, _compression_timeout_exhausted: Any, _preflight_compression_blocked: Any, _provider_overflow_recovery_pending: Any, _last_preflight_pressure: Any, ) -> PreflightGateVerdict: """Run the pre-API guard chain in the original order. ``_last_preflight_pressure`` is consumed here (set to None) and re-armed only by a compression pass, so a blocked preflight never compares against a stale figure.""" from agent.conversation_loop import _ollama_context_limit_error v = PreflightGateVerdict( action="fallthrough", pending_moa_prepared_request=pending_moa_prepared_request, messages=messages, active_system_prompt=active_system_prompt, conversation_history=conversation_history, api_call_count=api_call_count, compression_attempts=compression_attempts, final_response=final_response, failed=failed, _turn_exit_reason=_turn_exit_reason, _compression_timeout_exhausted=_compression_timeout_exhausted, _preflight_compression_blocked=_preflight_compression_blocked, _provider_overflow_recovery_pending=_provider_overflow_recovery_pending, _last_preflight_pressure=None, ) _runtime_context_error = _ollama_context_limit_error(agent, request_pressure_tokens) if _runtime_context_error: v.final_response = _runtime_context_error v.failed = True v._turn_exit_reason = "ollama_runtime_context_too_small" append_message(messages, {"role": "assistant", "content": v.final_response}) agent._emit_status("❌ Ollama runtime context is too small for Hermes tool use") v.api_call_count -= 1 agent._api_call_count = v.api_call_count with suppress(Exception): agent.iteration_budget.refund() v.action = "break" return v # Pre-API pressure check: tool results grow a turn and last_prompt_tokens lags # them. Mirror the turn-prologue guard chain: defer on noisy estimate, skip in # failure cooldown, then should_compress(). _compressor = agent.context_compressor _preflight_threshold = int(getattr(_compressor, "threshold_tokens", 0) or 0) _provider_overflow_preflight = _provider_overflow_recovery_pending and ( _preflight_threshold <= 0 or request_pressure_tokens >= _preflight_threshold ) if _provider_overflow_recovery_pending and not _provider_overflow_preflight: # The outer-loop rebuild includes system prompt, request-only injections and # tool schemas; only that full request with output runway may be sent. v._provider_overflow_recovery_pending = False # Compare fully assembled requests, not raw ``messages`` (which omit # api_content, plugin injections, prefills, MoA context, ephemeral system text). if ( _last_preflight_pressure is not None and request_pressure_tokens >= _preflight_threshold and not _compression_warrants_another_preflight_pass( _last_preflight_pressure, request_pressure_tokens, _preflight_threshold ) ): # Stop proactive retries this turn without consuming the shared overflow- # recovery budget; the provider's error handler may still compact. v._preflight_compression_blocked = True logger.warning( "Pre-API compression made insufficient progress: ~%s -> " "~%s request tokens; skipping additional preflight passes", f"{_last_preflight_pressure:,}", f"{request_pressure_tokens:,}", ) return run_preflight_compression( agent, v, compressor=_compressor, request_pressure_tokens=request_pressure_tokens, provider_overflow_preflight=_provider_overflow_preflight, # An anchored figure is real usage + delta: never deferred. Only a whole-context rough # estimate waits for the provider's count. defer_preflight=( (lambda _t: False) if getattr(agent, "_request_pressure_anchored", False) else getattr(_compressor, "should_defer_preflight_to_real_usage", lambda _t: False) ), moa_prepared_request=_moa_prepared_request, system_message=system_message, user_message=user_message, max_compression_attempts=max_compression_attempts, effective_task_id=effective_task_id, )