oai-reverse-proxy/src/shared/key-management/anthropic/provider.ts

230 lines
7.6 KiB
TypeScript

import crypto from "crypto";
import { Key, KeyProvider } from "..";
import { config } from "../../../config";
import { logger } from "../../../logger";
import type { AnthropicModelFamily } from "../../models";
import { AnthropicKeyChecker } from "./checker";
// https://docs.anthropic.com/claude/reference/selecting-a-model
export const ANTHROPIC_SUPPORTED_MODELS = [
"claude-instant-v1",
"claude-instant-v1-100k",
"claude-v1",
"claude-v1-100k",
"claude-2",
] as const;
export type AnthropicModel = (typeof ANTHROPIC_SUPPORTED_MODELS)[number];
export type AnthropicKeyUpdate = Omit<
Partial<AnthropicKey>,
| "key"
| "hash"
| "lastUsed"
| "promptCount"
| "rateLimitedAt"
| "rateLimitedUntil"
>;
type AnthropicKeyUsage = {
[K in AnthropicModelFamily as `${K}Tokens`]: number;
};
export interface AnthropicKey extends Key, AnthropicKeyUsage {
readonly service: "anthropic";
readonly modelFamilies: AnthropicModelFamily[];
/** The time at which this key was last rate limited. */
rateLimitedAt: number;
/** The time until which this key is rate limited. */
rateLimitedUntil: number;
/**
* Whether this key requires a special preamble. For unclear reasons, some
* Anthropic keys will throw an error if the prompt does not begin with a
* message from the user, whereas others can be used without a preamble. This
* is despite using the same API endpoint, version, and model.
* When a key returns this particular error, we set this flag to true.
*/
requiresPreamble: boolean;
/**
* Whether this key has been detected as being affected by Anthropic's silent
* 'please answer ethically' prompt poisoning.
*/
isPozzed: boolean;
}
/**
* Upon being rate limited, a key will be locked out for this many milliseconds
* while we wait for other concurrent requests to finish.
*/
const RATE_LIMIT_LOCKOUT = 2000;
/**
* Upon assigning a key, we will wait this many milliseconds before allowing it
* to be used again. This is to prevent the queue from flooding a key with too
* many requests while we wait to learn whether previous ones succeeded.
*/
const KEY_REUSE_DELAY = 500;
export class AnthropicKeyProvider implements KeyProvider<AnthropicKey> {
readonly service = "anthropic";
private keys: AnthropicKey[] = [];
private checker?: AnthropicKeyChecker;
private log = logger.child({ module: "key-provider", service: this.service });
constructor() {
const keyConfig = config.anthropicKey?.trim();
if (!keyConfig) {
this.log.warn(
"ANTHROPIC_KEY is not set. Anthropic API will not be available."
);
return;
}
let bareKeys: string[];
bareKeys = [...new Set(keyConfig.split(",").map((k) => k.trim()))];
for (const key of bareKeys) {
const newKey: AnthropicKey = {
key,
service: this.service,
modelFamilies: ["claude"],
isTrial: false,
isDisabled: false,
isPozzed: false,
promptCount: 0,
lastUsed: 0,
rateLimitedAt: 0,
rateLimitedUntil: 0,
requiresPreamble: false,
hash: `ant-${crypto
.createHash("sha256")
.update(key)
.digest("hex")
.slice(0, 8)}`,
lastChecked: 0,
claudeTokens: 0,
};
this.keys.push(newKey);
}
this.log.info({ keyCount: this.keys.length }, "Loaded Anthropic keys.");
}
public init() {
if (config.checkKeys) {
this.checker = new AnthropicKeyChecker(this.keys, this.update.bind(this));
this.checker.start();
}
}
public list() {
return this.keys.map((k) => Object.freeze({ ...k, key: undefined }));
}
public get(_model: AnthropicModel) {
// Currently, all Anthropic keys have access to all models. This will almost
// certainly change when they move out of beta later this year.
const availableKeys = this.keys.filter((k) => !k.isDisabled);
if (availableKeys.length === 0) {
throw new Error("No Anthropic keys available.");
}
// (largely copied from the OpenAI provider, without trial key support)
// Select a key, from highest priority to lowest priority:
// 1. Keys which are not rate limited
// a. If all keys were rate limited recently, select the least-recently
// rate limited key.
// 2. Keys which are not pozzed
// 3. Keys which have not been used in the longest time
const now = Date.now();
const keysByPriority = availableKeys.sort((a, b) => {
const aRateLimited = now - a.rateLimitedAt < RATE_LIMIT_LOCKOUT;
const bRateLimited = now - b.rateLimitedAt < RATE_LIMIT_LOCKOUT;
if (aRateLimited && !bRateLimited) return 1;
if (!aRateLimited && bRateLimited) return -1;
if (aRateLimited && bRateLimited) {
return a.rateLimitedAt - b.rateLimitedAt;
}
if (a.isPozzed && !b.isPozzed) return 1;
if (!a.isPozzed && b.isPozzed) return -1;
return a.lastUsed - b.lastUsed;
});
const selectedKey = keysByPriority[0];
selectedKey.lastUsed = now;
selectedKey.rateLimitedAt = now;
// Intended to throttle the queue processor as otherwise it will just
// flood the API with requests and we want to wait a sec to see if we're
// going to get a rate limit error on this key.
selectedKey.rateLimitedUntil = now + KEY_REUSE_DELAY;
return { ...selectedKey };
}
public disable(key: AnthropicKey) {
const keyFromPool = this.keys.find((k) => k.hash === key.hash);
if (!keyFromPool || keyFromPool.isDisabled) return;
keyFromPool.isDisabled = true;
this.log.warn({ key: key.hash }, "Key disabled");
}
public update(hash: string, update: Partial<AnthropicKey>) {
const keyFromPool = this.keys.find((k) => k.hash === hash)!;
Object.assign(keyFromPool, { lastChecked: Date.now(), ...update });
}
public available() {
return this.keys.filter((k) => !k.isDisabled).length;
}
public incrementUsage(hash: string, _model: string, tokens: number) {
const key = this.keys.find((k) => k.hash === hash);
if (!key) return;
key.promptCount++;
key.claudeTokens += tokens;
}
public getLockoutPeriod(_model: AnthropicModel) {
const activeKeys = this.keys.filter((k) => !k.isDisabled);
// Don't lock out if there are no keys available or the queue will stall.
// Just let it through so the add-key middleware can throw an error.
if (activeKeys.length === 0) return 0;
const now = Date.now();
const rateLimitedKeys = activeKeys.filter((k) => now < k.rateLimitedUntil);
const anyNotRateLimited = rateLimitedKeys.length < activeKeys.length;
if (anyNotRateLimited) return 0;
// If all keys are rate-limited, return the time until the first key is
// ready.
return Math.min(...activeKeys.map((k) => k.rateLimitedUntil - now));
}
/**
* This is called when we receive a 429, which means there are already five
* concurrent requests running on this key. We don't have any information on
* when these requests will resolve, so all we can do is wait a bit and try
* again. We will lock the key for 2 seconds after getting a 429 before
* retrying in order to give the other requests a chance to finish.
*/
public markRateLimited(keyHash: string) {
this.log.debug({ key: keyHash }, "Key rate limited");
const key = this.keys.find((k) => k.hash === keyHash)!;
const now = Date.now();
key.rateLimitedAt = now;
key.rateLimitedUntil = now + RATE_LIMIT_LOCKOUT;
}
public recheck() {
this.keys.forEach((key) => {
this.update(key.hash, {
isPozzed: false,
isDisabled: false,
lastChecked: 0,
});
});
this.checker?.scheduleNextCheck();
}
}