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| 1 | +"""Pydantic response and event models for the agentevals API. |
| 2 | +
|
| 3 | +Provides a StandardResponse[T] envelope, typed REST response models, |
| 4 | +SSE evaluation event models, and WebSocket/UI broadcast event models. |
| 5 | +""" |
| 6 | + |
| 7 | +from __future__ import annotations |
| 8 | + |
| 9 | +from typing import Any, Generic, TypeVar |
| 10 | + |
| 11 | +from pydantic import BaseModel, ConfigDict, Field |
| 12 | +from pydantic.alias_generators import to_camel |
| 13 | + |
| 14 | +T = TypeVar("T") |
| 15 | + |
| 16 | + |
| 17 | +class CamelModel(BaseModel): |
| 18 | + model_config = ConfigDict( |
| 19 | + alias_generator=to_camel, |
| 20 | + populate_by_name=True, |
| 21 | + ) |
| 22 | + |
| 23 | + |
| 24 | +class StandardResponse(CamelModel, Generic[T]): |
| 25 | + data: T |
| 26 | + error: str | None = None |
| 27 | + |
| 28 | + |
| 29 | +# --------------------------------------------------------------------------- |
| 30 | +# REST response data models |
| 31 | +# --------------------------------------------------------------------------- |
| 32 | + |
| 33 | + |
| 34 | +class HealthData(CamelModel): |
| 35 | + status: str |
| 36 | + version: str |
| 37 | + |
| 38 | + |
| 39 | +class ApiKeyStatus(CamelModel): |
| 40 | + google: bool |
| 41 | + anthropic: bool |
| 42 | + openai: bool |
| 43 | + |
| 44 | + |
| 45 | +class ConfigData(CamelModel): |
| 46 | + api_keys: ApiKeyStatus |
| 47 | + |
| 48 | + |
| 49 | +class MetricInfo(CamelModel): |
| 50 | + name: str |
| 51 | + category: str |
| 52 | + requires_eval_set: bool |
| 53 | + requires_llm: bool = Field(alias="requiresLLM") |
| 54 | + requires_gcp: bool = Field(alias="requiresGCP") |
| 55 | + requires_rubrics: bool |
| 56 | + description: str |
| 57 | + working: bool |
| 58 | + |
| 59 | + |
| 60 | +class EvalSetValidation(CamelModel): |
| 61 | + valid: bool |
| 62 | + eval_set_id: str | None = None |
| 63 | + num_cases: int | None = None |
| 64 | + errors: list[str] = Field(default_factory=list) |
| 65 | + |
| 66 | + |
| 67 | +class SessionInfo(CamelModel): |
| 68 | + session_id: str |
| 69 | + trace_id: str |
| 70 | + eval_set_id: str | None = None |
| 71 | + span_count: int |
| 72 | + is_complete: bool |
| 73 | + started_at: str |
| 74 | + metadata: dict[str, Any] = Field(default_factory=dict) |
| 75 | + invocations: list[dict[str, Any]] | None = None |
| 76 | + |
| 77 | + |
| 78 | +class CreateEvalSetData(CamelModel): |
| 79 | + eval_set: dict[str, Any] |
| 80 | + num_invocations: int |
| 81 | + |
| 82 | + |
| 83 | +class SessionEvalResult(CamelModel): |
| 84 | + session_id: str |
| 85 | + trace_id: str | None = None |
| 86 | + num_invocations: int | None = None |
| 87 | + metric_results: list[dict[str, Any]] | None = None |
| 88 | + error: str | None = None |
| 89 | + |
| 90 | + |
| 91 | +class EvaluateSessionsData(CamelModel): |
| 92 | + golden_session_id: str |
| 93 | + eval_set_id: str |
| 94 | + results: list[SessionEvalResult] |
| 95 | + |
| 96 | + |
| 97 | +class PrepareEvaluationData(CamelModel): |
| 98 | + eval_set_url: str |
| 99 | + trace_urls: list[str] |
| 100 | + num_traces: int |
| 101 | + |
| 102 | + |
| 103 | +class GetTraceData(CamelModel): |
| 104 | + session_id: str |
| 105 | + trace_content: str |
| 106 | + num_spans: int |
| 107 | + |
| 108 | + |
| 109 | +class DebugLoadData(CamelModel): |
| 110 | + loaded_sessions: list[str] |
| 111 | + count: int |
| 112 | + |
| 113 | + |
| 114 | +# --------------------------------------------------------------------------- |
| 115 | +# SSE evaluation event models |
| 116 | +# --------------------------------------------------------------------------- |
| 117 | + |
| 118 | + |
| 119 | +class SSEProgressEvent(CamelModel): |
| 120 | + message: str |
| 121 | + |
| 122 | + |
| 123 | +class SSETraceProgress(CamelModel): |
| 124 | + trace_id: str |
| 125 | + partial_result: dict[str, Any] |
| 126 | + |
| 127 | + |
| 128 | +class SSETraceProgressEvent(CamelModel): |
| 129 | + trace_progress: SSETraceProgress |
| 130 | + |
| 131 | + |
| 132 | +class SSEPerformanceMetricsEvent(CamelModel): |
| 133 | + trace_id: str |
| 134 | + performance_metrics: dict[str, Any] |
| 135 | + trace_metadata: dict[str, Any] | None = None |
| 136 | + |
| 137 | + |
| 138 | +class SSEDoneEvent(CamelModel): |
| 139 | + done: bool = True |
| 140 | + result: dict[str, Any] |
| 141 | + |
| 142 | + |
| 143 | +class SSEErrorEvent(CamelModel): |
| 144 | + error: str |
| 145 | + |
| 146 | + |
| 147 | +# --------------------------------------------------------------------------- |
| 148 | +# WebSocket / UI broadcast event models |
| 149 | +# --------------------------------------------------------------------------- |
| 150 | + |
| 151 | + |
| 152 | +class WSSessionStartedEvent(CamelModel): |
| 153 | + type: str = "session_started" |
| 154 | + session: SessionInfo |
| 155 | + |
| 156 | + |
| 157 | +class WSSessionCompleteEvent(CamelModel): |
| 158 | + type: str = "session_complete" |
| 159 | + session_id: str |
| 160 | + invocations: list[dict[str, Any]] |
| 161 | + |
| 162 | + |
| 163 | +class WSSpanReceivedEvent(CamelModel): |
| 164 | + type: str = "span_received" |
| 165 | + session_id: str |
| 166 | + span: dict[str, Any] |
| 167 | + |
| 168 | + |
| 169 | +class WSUserInputEvent(CamelModel): |
| 170 | + type: str = "user_input" |
| 171 | + session_id: str |
| 172 | + invocation_id: str |
| 173 | + text: str |
| 174 | + timestamp: float |
| 175 | + |
| 176 | + |
| 177 | +class WSAgentResponseEvent(CamelModel): |
| 178 | + type: str = "agent_response" |
| 179 | + session_id: str |
| 180 | + invocation_id: str |
| 181 | + text: str |
| 182 | + timestamp: float |
| 183 | + |
| 184 | + |
| 185 | +class WSToolCallEvent(CamelModel): |
| 186 | + type: str = "tool_call" |
| 187 | + session_id: str |
| 188 | + invocation_id: str |
| 189 | + tool_call: dict[str, Any] |
| 190 | + timestamp: float |
| 191 | + |
| 192 | + |
| 193 | +class WSTokenUpdateEvent(CamelModel): |
| 194 | + type: str = "token_update" |
| 195 | + session_id: str |
| 196 | + invocation_id: str | None = None |
| 197 | + input_tokens: int |
| 198 | + output_tokens: int |
| 199 | + model: str | None = None |
| 200 | + |
| 201 | + |
| 202 | +class WSErrorEvent(CamelModel): |
| 203 | + type: str = "error" |
| 204 | + message: str |
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