fix(llm): port provider retry classification (#36887)
This commit is contained in:
parent
a6b5cf94b0
commit
40fedf086e
12 changed files with 340 additions and 182 deletions
|
|
@ -1,5 +1,18 @@
|
|||
import { Schema } from "effect"
|
||||
import { LLMError, ProviderErrorEvent } from "./schema"
|
||||
import { Option, Schema } from "effect"
|
||||
import {
|
||||
AuthenticationReason,
|
||||
ContentPolicyReason,
|
||||
InvalidRequestReason,
|
||||
LLMError,
|
||||
ProviderErrorEvent,
|
||||
ProviderInternalReason,
|
||||
QuotaExceededReason,
|
||||
RateLimitReason,
|
||||
UnknownProviderReason,
|
||||
type HttpContext,
|
||||
type HttpRateLimitDetails,
|
||||
type ProviderMetadata,
|
||||
} from "./schema"
|
||||
|
||||
const patterns = [
|
||||
/prompt is too long/i,
|
||||
|
|
@ -31,3 +44,112 @@ export const isContextOverflowFailure = (failure: unknown) =>
|
|||
failure instanceof LLMError
|
||||
? failure.reason._tag === "InvalidRequest" && failure.reason.classification === "context-overflow"
|
||||
: Schema.is(ProviderErrorEvent)(failure) && failure.classification === "context-overflow"
|
||||
|
||||
const decodeJson = Schema.decodeUnknownOption(Schema.UnknownFromJsonString)
|
||||
const QUOTA_CODES = new Set(["insufficient_quota", "usage_not_included", "billing_error"])
|
||||
const SERVER_CODES = new Set([
|
||||
"api_error",
|
||||
"internal_error",
|
||||
"internalserverexception",
|
||||
"modelstreamerrorexception",
|
||||
"overloaded_error",
|
||||
"server_error",
|
||||
"server_is_overloaded",
|
||||
"serviceunavailableexception",
|
||||
])
|
||||
const INVALID_REQUEST_CODES = new Set(["invalid_prompt", "invalid_request_error", "validationexception"])
|
||||
const RATE_LIMIT_TEXT = /rate increased too quickly|rate[-_\s]?limit|too[_\s]?many[_\s]?requests/i
|
||||
const QUOTA_TEXT = /insufficient[-_\s]?quota|quota[-_\s]?exceeded/i
|
||||
const CONTENT_POLICY_TEXT = /content[-_\s]?policy|content_filter|safety/i
|
||||
|
||||
export interface ProviderFailure {
|
||||
readonly message: string
|
||||
readonly status?: number | undefined
|
||||
readonly code?: string | undefined
|
||||
readonly retryAfterMs?: number | undefined
|
||||
readonly rateLimit?: HttpRateLimitDetails | undefined
|
||||
readonly http?: HttpContext | undefined
|
||||
readonly providerMetadata?: ProviderMetadata | undefined
|
||||
}
|
||||
|
||||
// Keep HTTP failures and provider-reported stream failures on one typed path so
|
||||
// session retry policy never needs provider-specific string matching.
|
||||
export function classifyProviderFailure(input: ProviderFailure): LLMError["reason"] {
|
||||
const body = input.http?.body ?? ""
|
||||
const codes = [input.code, ...providerCodes(body), ...providerCodes(input.message)]
|
||||
.filter((code): code is string => code !== undefined)
|
||||
.map((code) => code.toLowerCase())
|
||||
const text = body || input.message
|
||||
const common = { message: input.message, providerMetadata: input.providerMetadata, http: input.http }
|
||||
const clientScoped = input.status === undefined || (input.status >= 400 && input.status < 500)
|
||||
|
||||
if (
|
||||
clientScoped &&
|
||||
(codes.includes("context_length_exceeded") ||
|
||||
codes.includes("model_context_window_exceeded") ||
|
||||
isContextOverflow(text))
|
||||
)
|
||||
return new InvalidRequestReason({ ...common, classification: "context-overflow" })
|
||||
if (CONTENT_POLICY_TEXT.test(text)) return new ContentPolicyReason(common)
|
||||
if (codes.some((code) => QUOTA_CODES.has(code)) || (input.status === 429 && QUOTA_TEXT.test(text)))
|
||||
return new QuotaExceededReason(common)
|
||||
if (input.status === 401) return new AuthenticationReason({ ...common, kind: "invalid" })
|
||||
if (input.status === 403) return new AuthenticationReason({ ...common, kind: "insufficient-permissions" })
|
||||
if (codes.includes("authentication_error")) return new AuthenticationReason({ ...common, kind: "invalid" })
|
||||
if (codes.includes("permission_error"))
|
||||
return new AuthenticationReason({ ...common, kind: "insufficient-permissions" })
|
||||
if (
|
||||
codes.some((code) => code.includes("rate_limit") || code === "too_many_requests" || code === "throttlingexception")
|
||||
)
|
||||
return new RateLimitReason({
|
||||
...common,
|
||||
retryAfterMs: input.retryAfterMs,
|
||||
rateLimit: input.rateLimit,
|
||||
})
|
||||
if (RATE_LIMIT_TEXT.test(text))
|
||||
return new RateLimitReason({
|
||||
...common,
|
||||
retryAfterMs: input.retryAfterMs,
|
||||
rateLimit: input.rateLimit,
|
||||
})
|
||||
if (codes.some((code) => SERVER_CODES.has(code) || code.includes("exhausted") || code.includes("unavailable")))
|
||||
return new ProviderInternalReason({
|
||||
...common,
|
||||
status: input.status,
|
||||
retryAfterMs: input.retryAfterMs,
|
||||
})
|
||||
if (input.status === 429) {
|
||||
return new RateLimitReason({
|
||||
...common,
|
||||
retryAfterMs: input.retryAfterMs,
|
||||
rateLimit: input.rateLimit,
|
||||
})
|
||||
}
|
||||
if (input.status !== undefined && input.status >= 500)
|
||||
return new ProviderInternalReason({
|
||||
...common,
|
||||
status: input.status,
|
||||
retryAfterMs: input.retryAfterMs,
|
||||
})
|
||||
if (codes.some((code) => INVALID_REQUEST_CODES.has(code))) return new InvalidRequestReason(common)
|
||||
if (
|
||||
input.status === 400 ||
|
||||
input.status === 404 ||
|
||||
input.status === 409 ||
|
||||
input.status === 413 ||
|
||||
input.status === 422
|
||||
)
|
||||
return new InvalidRequestReason(common)
|
||||
return new UnknownProviderReason({ ...common, status: input.status })
|
||||
}
|
||||
|
||||
function providerCodes(value: string) {
|
||||
const decoded = Option.getOrUndefined(decodeJson(value))
|
||||
if (!isRecord(decoded)) return []
|
||||
const error = isRecord(decoded.error) ? decoded.error : undefined
|
||||
return [decoded.code, error?.code, error?.type].filter((value): value is string => typeof value === "string")
|
||||
}
|
||||
|
||||
function isRecord(value: unknown): value is Record<string, unknown> {
|
||||
return typeof value === "object" && value !== null
|
||||
}
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue