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"""Reusable trace event recording helpers."""
from __future__ import annotations
import abc
import re
from typing import Any
from .events import (
AgentTurnEvent,
BehaviorAlertEvent,
DecisionEvent,
ErrorEvent,
EventType,
LLMRequestEvent,
LLMResponseEvent,
PolicyViolationEvent,
PromptPolicyEvent,
RefusalEvent,
RepairAttemptEvent,
RepairOutcome,
RiskLevel,
SafetyCheckEvent,
SafetyOutcome,
ToolCallEvent,
ToolResultEvent,
TraceEvent,
)
__all__ = ["RecordingMixin"]
def _enhance_error_message(error_message: str) -> str:
"""Append helpful suggestions to error messages based on common patterns.
Args:
error_message: The original error message.
Returns:
The enhanced error message with suggestions appended.
"""
suggestions = []
# Check for common error patterns and provide specific suggestions
patterns = [
(r"connection refused", "The server may be down. Check that the agent_debugger server is running."), # noqa: E501
(
r"connection.*reset",
"The connection was unexpectedly closed. This may indicate a network issue or server restart.",
), # noqa: E501
(
r"timeout",
"The request took too long. Consider increasing timeout settings or checking network connectivity.",
), # noqa: E501
(r"401|unauthorized|authentication", "Check your API key configuration in agent_debugger_sdk.config.init()."), # noqa: E501
(
r"403|forbidden|access denied",
"Your API key may not have permission for this operation. Verify your credentials.",
), # noqa: E501
(r"404|not found", "The API endpoint was not found. Check that the server URL is correct."),
(r"429|rate limit", "You are sending requests too quickly. Implement exponential backoff and retry."),
(r"5\d{2}|server error", "The server encountered an error. This is typically a temporary issue. Please retry."),
(r"no route to host", "Network connectivity issue. Check your internet connection and firewall settings."), # noqa: E501
(
r"certificate|tls|ssl",
"SSL/TLS certificate issue. Ensure the server certificate is valid or check system clock.",
), # noqa: E501
(r"dns.*not.*resolved|nxdomain", "DNS resolution failed. Verify the server hostname and DNS configuration."), # noqa: E501
]
message_lower = error_message.lower()
for pattern, suggestion in patterns:
if re.search(pattern, message_lower):
suggestions.append(f" Suggestion: {suggestion}")
if suggestions:
# Deduplicate and join suggestions
return error_message + "\n" + "\n".join(set(suggestions))
return error_message
class RecordingMixin(abc.ABC):
"""Mixin that records typed trace events through a shared emitter."""
session_id: str
session: Any
@abc.abstractmethod
def _check_entered(self) -> None: ...
@abc.abstractmethod
def get_current_parent(self) -> str | None: ...
@abc.abstractmethod
async def _emit_event(self, event: TraceEvent) -> None: ...
async def record_decision(
self,
reasoning: str,
confidence: float,
chosen_action: str,
evidence: list[dict[str, Any]] | None = None,
evidence_event_ids: list[str] | None = None,
upstream_event_ids: list[str] | None = None,
alternatives: list[dict[str, Any]] | None = None,
name: str = "decision",
) -> str:
self._check_entered()
event = DecisionEvent(
session_id=self.session_id,
parent_id=self.get_current_parent(),
event_type=EventType.DECISION,
name=name,
reasoning=reasoning,
confidence=max(0.0, min(1.0, confidence)),
evidence=evidence or [],
evidence_event_ids=evidence_event_ids or [],
alternatives=alternatives or [],
chosen_action=chosen_action,
importance=0.7,
upstream_event_ids=upstream_event_ids or [],
)
await self._emit_event(event)
return event.id
async def record_tool_call(
self,
tool_name: str,
arguments: dict[str, Any],
*,
upstream_event_ids: list[str] | None = None,
parent_id: str | None = None,
name: str | None = None,
) -> str:
self._check_entered()
event = ToolCallEvent(
session_id=self.session_id,
parent_id=parent_id if parent_id is not None else self.get_current_parent(),
event_type=EventType.TOOL_CALL,
name=name or f"{tool_name}_call",
tool_name=tool_name,
arguments=arguments,
importance=0.4,
upstream_event_ids=upstream_event_ids or [],
)
await self._emit_event(event)
return event.id
async def record_tool_result(
self,
tool_name: str,
result: Any,
error: str | None = None,
duration_ms: float = 0,
upstream_event_ids: list[str] | None = None,
parent_id: str | None = None,
name: str | None = None,
) -> str:
self._check_entered()
importance = 0.9 if error else 0.5
if error:
self.session.errors += 1
event = ToolResultEvent(
session_id=self.session_id,
parent_id=parent_id if parent_id is not None else self.get_current_parent(),
event_type=EventType.TOOL_RESULT,
name=name or f"{tool_name}_result",
tool_name=tool_name,
result=result,
error=error,
duration_ms=duration_ms,
importance=importance,
upstream_event_ids=upstream_event_ids or [],
)
self.session.tool_calls += 1
await self._emit_event(event)
return event.id
async def record_llm_request(
self,
model: str,
messages: list[dict[str, Any]],
*,
tools: list[dict[str, Any]] | None = None,
settings: dict[str, Any] | None = None,
upstream_event_ids: list[str] | None = None,
parent_id: str | None = None,
name: str | None = None,
) -> str:
self._check_entered()
event = LLMRequestEvent(
session_id=self.session_id,
parent_id=parent_id if parent_id is not None else self.get_current_parent(),
event_type=EventType.LLM_REQUEST,
name=name or f"llm_request_{model}",
model=model,
messages=messages,
tools=tools or [],
settings=settings or {},
importance=0.35,
upstream_event_ids=upstream_event_ids or [],
)
await self._emit_event(event)
return event.id
async def record_llm_response(
self,
model: str,
content: str,
*,
tool_calls: list[dict[str, Any]] | None = None,
usage: dict[str, int] | None = None,
cost_usd: float = 0.0,
duration_ms: float = 0.0,
upstream_event_ids: list[str] | None = None,
parent_id: str | None = None,
name: str | None = None,
) -> str:
self._check_entered()
event = LLMResponseEvent(
session_id=self.session_id,
parent_id=parent_id if parent_id is not None else self.get_current_parent(),
event_type=EventType.LLM_RESPONSE,
name=name or f"llm_response_{model}",
model=model,
content=content,
tool_calls=tool_calls or [],
usage=usage or {"input_tokens": 0, "output_tokens": 0},
cost_usd=cost_usd,
duration_ms=duration_ms,
importance=0.5,
upstream_event_ids=upstream_event_ids or [],
)
await self._emit_event(event)
return event.id
async def record_error(
self,
error_type: str,
error_message: str,
stack_trace: str | None = None,
name: str | None = None,
) -> str:
self._check_entered()
# Append helpful suggestions for common error patterns
enhanced_message = _enhance_error_message(error_message)
event = ErrorEvent(
session_id=self.session_id,
parent_id=self.get_current_parent(),
event_type=EventType.ERROR,
name=name or f"error_{error_type}",
error_type=error_type,
error_message=enhanced_message,
stack_trace=stack_trace,
importance=0.9,
)
self.session.errors += 1
await self._emit_event(event)
return event.id
async def record_safety_check(
self,
policy_name: str,
outcome: SafetyOutcome | str,
risk_level: RiskLevel | str,
rationale: str,
*,
blocked_action: str | None = None,
evidence: list[dict[str, Any]] | None = None,
upstream_event_ids: list[str] | None = None,
name: str | None = None,
) -> str:
self._check_entered()
normalized_outcome = SafetyOutcome(outcome)
event = SafetyCheckEvent(
session_id=self.session_id,
parent_id=self.get_current_parent(),
name=name or f"safety_check_{policy_name}",
policy_name=policy_name,
outcome=normalized_outcome,
risk_level=RiskLevel(risk_level),
rationale=rationale,
blocked_action=blocked_action,
evidence=evidence or [],
upstream_event_ids=upstream_event_ids or [],
importance=0.8 if normalized_outcome != SafetyOutcome.PASS else 0.55,
)
await self._emit_event(event)
return event.id
async def record_refusal(
self,
reason: str,
policy_name: str,
*,
risk_level: RiskLevel | str = RiskLevel.MEDIUM,
blocked_action: str | None = None,
safe_alternative: str | None = None,
upstream_event_ids: list[str] | None = None,
name: str | None = None,
) -> str:
self._check_entered()
event = RefusalEvent(
session_id=self.session_id,
parent_id=self.get_current_parent(),
name=name or f"refusal_{policy_name}",
reason=reason,
policy_name=policy_name,
risk_level=RiskLevel(risk_level),
blocked_action=blocked_action,
safe_alternative=safe_alternative,
upstream_event_ids=upstream_event_ids or [],
importance=0.85,
)
await self._emit_event(event)
return event.id
async def record_policy_violation(
self,
policy_name: str,
violation_type: str,
*,
severity: RiskLevel | str = RiskLevel.MEDIUM,
details: dict[str, Any] | None = None,
upstream_event_ids: list[str] | None = None,
name: str | None = None,
) -> str:
self._check_entered()
event = PolicyViolationEvent(
session_id=self.session_id,
parent_id=self.get_current_parent(),
name=name or f"policy_violation_{violation_type}",
policy_name=policy_name,
severity=RiskLevel(severity),
violation_type=violation_type,
details=details or {},
upstream_event_ids=upstream_event_ids or [],
importance=0.9,
)
await self._emit_event(event)
return event.id
async def record_prompt_policy(
self,
template_id: str,
policy_parameters: dict[str, Any],
*,
speaker: str = "",
state_summary: str = "",
goal: str = "",
upstream_event_ids: list[str] | None = None,
name: str | None = None,
) -> str:
self._check_entered()
event = PromptPolicyEvent(
session_id=self.session_id,
parent_id=self.get_current_parent(),
name=name or f"prompt_policy_{template_id}",
template_id=template_id,
policy_parameters=policy_parameters,
speaker=speaker,
state_summary=state_summary,
goal=goal,
upstream_event_ids=upstream_event_ids or [],
importance=0.65,
)
await self._emit_event(event)
return event.id
async def record_agent_turn(
self,
agent_id: str,
speaker: str,
turn_index: int,
*,
goal: str = "",
content: str = "",
upstream_event_ids: list[str] | None = None,
name: str | None = None,
) -> str:
self._check_entered()
event = AgentTurnEvent(
session_id=self.session_id,
parent_id=self.get_current_parent(),
name=name or f"agent_turn_{turn_index}",
agent_id=agent_id,
speaker=speaker,
turn_index=turn_index,
goal=goal,
content=content,
upstream_event_ids=upstream_event_ids or [],
importance=0.6,
)
await self._emit_event(event)
return event.id
async def record_behavior_alert(
self,
alert_type: str,
signal: str,
*,
severity: RiskLevel | str = RiskLevel.MEDIUM,
related_event_ids: list[str] | None = None,
upstream_event_ids: list[str] | None = None,
name: str | None = None,
) -> str:
self._check_entered()
event = BehaviorAlertEvent(
session_id=self.session_id,
parent_id=self.get_current_parent(),
name=name or f"behavior_alert_{alert_type}",
alert_type=alert_type,
severity=RiskLevel(severity),
signal=signal,
related_event_ids=related_event_ids or [],
upstream_event_ids=upstream_event_ids or [],
importance=0.82,
)
await self._emit_event(event)
return event.id
async def record_repair_attempt(
self,
attempted_fix: str,
*,
validation_result: str | None = None,
repair_outcome: RepairOutcome | str = RepairOutcome.FAILURE,
repair_sequence_id: str | None = None,
repair_diff: str | None = None,
upstream_event_ids: list[str] | None = None,
name: str | None = None,
) -> str:
self._check_entered()
normalized_outcome = RepairOutcome(repair_outcome)
importance = {
RepairOutcome.FAILURE: 0.74,
RepairOutcome.PARTIAL: 0.7,
RepairOutcome.SUCCESS: 0.62,
}[normalized_outcome]
event = RepairAttemptEvent(
session_id=self.session_id,
parent_id=self.get_current_parent(),
name=name or f"repair_attempt_{normalized_outcome.value}",
attempted_fix=attempted_fix,
validation_result=validation_result,
repair_outcome=normalized_outcome,
repair_sequence_id=repair_sequence_id,
repair_diff=repair_diff,
upstream_event_ids=upstream_event_ids or [],
importance=importance,
)
await self._emit_event(event)
return event.id