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homarr/apps/nextjs/src/components/assistant/assistant-message-metadata.ts
T

178 lines
7.3 KiB
TypeScript

import type { UIMessage } from "ai";
export type AssistantUsage = {
inputTokens?: number;
outputTokens?: number;
totalTokens?: number;
reasoningTokens?: number;
cachedInputTokens?: number;
cacheWriteTokens?: number;
};
export type AssistantRequestStep = {
index: number;
durationMs: number;
modelDurationMs: number;
toolDurationMs: number;
timeToFirstOutputMs?: number;
outputTokensPerSecond?: number;
inputTokens?: number;
outputTokens?: number;
cost?: number;
upstreamCost?: number;
generationId?: string;
routedProvider?: string;
};
export type AssistantRequestTelemetry = {
requestId: string;
provider: string;
modelId: string;
startedAt: string;
completedAt?: string;
durationMs?: number;
timeToFirstOutputMs?: number;
outputTokensPerSecond?: number;
contextLength?: number;
contextUsed?: number;
contextUtilization?: number;
cost?: number;
upstreamCost?: number;
costType?: "reported" | "estimated";
finishReason?: string;
steps: AssistantRequestStep[];
};
export type AssistantMessageMetadata = {
usage?: AssistantUsage;
custom: {
telemetry: AssistantRequestTelemetry;
};
};
export type AssistantUIMessage = UIMessage<AssistantMessageMetadata>;
const getFiniteNonNegativeNumber = (value: unknown) =>
typeof value === "number" && Number.isFinite(value) && value >= 0 ? value : undefined;
export const getAssistantUsage = (metadata: unknown): AssistantUsage | null => {
if (!metadata || typeof metadata !== "object" || Array.isArray(metadata) || !("usage" in metadata)) return null;
const usage = metadata.usage;
if (!usage || typeof usage !== "object" || Array.isArray(usage)) return null;
const value = usage as Record<string, unknown>;
return {
...(getFiniteNonNegativeNumber(value.inputTokens) !== undefined
? { inputTokens: getFiniteNonNegativeNumber(value.inputTokens) }
: {}),
...(getFiniteNonNegativeNumber(value.outputTokens) !== undefined
? { outputTokens: getFiniteNonNegativeNumber(value.outputTokens) }
: {}),
...(getFiniteNonNegativeNumber(value.totalTokens) !== undefined
? { totalTokens: getFiniteNonNegativeNumber(value.totalTokens) }
: {}),
...(getFiniteNonNegativeNumber(value.reasoningTokens) !== undefined
? { reasoningTokens: getFiniteNonNegativeNumber(value.reasoningTokens) }
: {}),
...(getFiniteNonNegativeNumber(value.cachedInputTokens) !== undefined
? { cachedInputTokens: getFiniteNonNegativeNumber(value.cachedInputTokens) }
: {}),
...(getFiniteNonNegativeNumber(value.cacheWriteTokens) !== undefined
? { cacheWriteTokens: getFiniteNonNegativeNumber(value.cacheWriteTokens) }
: {}),
};
};
export const getAssistantTelemetry = (metadata: unknown): AssistantRequestTelemetry | null => {
if (!metadata || typeof metadata !== "object" || Array.isArray(metadata)) return null;
const custom = (metadata as { custom?: unknown }).custom;
if (!custom || typeof custom !== "object" || Array.isArray(custom)) return null;
const telemetry = (custom as { telemetry?: unknown }).telemetry;
if (!telemetry || typeof telemetry !== "object" || Array.isArray(telemetry)) return null;
const value = telemetry as Partial<AssistantRequestTelemetry>;
if (
typeof value.requestId !== "string" ||
typeof value.provider !== "string" ||
typeof value.modelId !== "string" ||
typeof value.startedAt !== "string"
) {
return null;
}
const steps = Array.isArray(value.steps)
? value.steps.flatMap((step): AssistantRequestStep[] => {
if (!step || typeof step !== "object" || Array.isArray(step)) return [];
const candidate = step as Record<string, unknown>;
const index = getFiniteNonNegativeNumber(candidate.index);
const durationMs = getFiniteNonNegativeNumber(candidate.durationMs);
const modelDurationMs = getFiniteNonNegativeNumber(candidate.modelDurationMs);
const toolDurationMs = getFiniteNonNegativeNumber(candidate.toolDurationMs);
if (
index === undefined ||
durationMs === undefined ||
modelDurationMs === undefined ||
toolDurationMs === undefined
)
return [];
return [
{
index,
durationMs,
modelDurationMs,
toolDurationMs,
...(getFiniteNonNegativeNumber(candidate.timeToFirstOutputMs) !== undefined
? { timeToFirstOutputMs: getFiniteNonNegativeNumber(candidate.timeToFirstOutputMs) }
: {}),
...(getFiniteNonNegativeNumber(candidate.outputTokensPerSecond) !== undefined
? { outputTokensPerSecond: getFiniteNonNegativeNumber(candidate.outputTokensPerSecond) }
: {}),
...(getFiniteNonNegativeNumber(candidate.inputTokens) !== undefined
? { inputTokens: getFiniteNonNegativeNumber(candidate.inputTokens) }
: {}),
...(getFiniteNonNegativeNumber(candidate.outputTokens) !== undefined
? { outputTokens: getFiniteNonNegativeNumber(candidate.outputTokens) }
: {}),
...(getFiniteNonNegativeNumber(candidate.cost) !== undefined
? { cost: getFiniteNonNegativeNumber(candidate.cost) }
: {}),
...(getFiniteNonNegativeNumber(candidate.upstreamCost) !== undefined
? { upstreamCost: getFiniteNonNegativeNumber(candidate.upstreamCost) }
: {}),
...(typeof candidate.generationId === "string" ? { generationId: candidate.generationId } : {}),
...(typeof candidate.routedProvider === "string" ? { routedProvider: candidate.routedProvider } : {}),
},
];
})
: [];
return {
requestId: value.requestId,
provider: value.provider,
modelId: value.modelId,
startedAt: value.startedAt,
steps,
...(typeof value.completedAt === "string" ? { completedAt: value.completedAt } : {}),
...(getFiniteNonNegativeNumber(value.durationMs) !== undefined
? { durationMs: getFiniteNonNegativeNumber(value.durationMs) }
: {}),
...(getFiniteNonNegativeNumber(value.timeToFirstOutputMs) !== undefined
? { timeToFirstOutputMs: getFiniteNonNegativeNumber(value.timeToFirstOutputMs) }
: {}),
...(getFiniteNonNegativeNumber(value.outputTokensPerSecond) !== undefined
? { outputTokensPerSecond: getFiniteNonNegativeNumber(value.outputTokensPerSecond) }
: {}),
...(getFiniteNonNegativeNumber(value.contextLength) !== undefined
? { contextLength: getFiniteNonNegativeNumber(value.contextLength) }
: {}),
...(getFiniteNonNegativeNumber(value.contextUsed) !== undefined
? { contextUsed: getFiniteNonNegativeNumber(value.contextUsed) }
: {}),
...(getFiniteNonNegativeNumber(value.contextUtilization) !== undefined
? { contextUtilization: Math.min(getFiniteNonNegativeNumber(value.contextUtilization) ?? 0, 1) }
: {}),
...(getFiniteNonNegativeNumber(value.cost) !== undefined ? { cost: getFiniteNonNegativeNumber(value.cost) } : {}),
...(getFiniteNonNegativeNumber(value.upstreamCost) !== undefined
? { upstreamCost: getFiniteNonNegativeNumber(value.upstreamCost) }
: {}),
...(value.costType === "reported" || value.costType === "estimated" ? { costType: value.costType } : {}),
...(typeof value.finishReason === "string" ? { finishReason: value.finishReason } : {}),
};
};