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cmab_service.ts
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198 lines (170 loc) · 6.21 KB
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/**
* Copyright 2025, Optimizely
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
import { LoggerFacade } from "../../../logging/logger";
import { IOptimizelyUserContext } from "../../../optimizely_user_context";
import { ProjectConfig } from "../../../project_config/project_config"
import { OptimizelyDecideOption, UserAttributes } from "../../../shared_types"
import { CacheWithRemove } from "../../../utils/cache/cache";
import { CmabClient } from "./cmab_client";
import { v4 as uuidV4 } from 'uuid';
import murmurhash from "murmurhash";
import { DecideOptionsMap } from "..";
import { SerialRunner } from "../../../utils/executor/serial_runner";
import {
CMAB_CACHE_ATTRIBUTES_MISMATCH,
CMAB_CACHE_HIT,
CMAB_CACHE_MISS,
IGNORE_CMAB_CACHE,
INVALIDATE_CMAB_CACHE,
RESET_CMAB_CACHE,
} from 'log_message';
export type CmabDecision = {
variationId: string,
cmabUuid: string,
}
export interface CmabService {
/**
* Get variation id for the user
* @param {IOptimizelyUserContext} userContext
* @param {string} ruleId
* @param {OptimizelyDecideOption[]} options
* @return {Promise<CmabDecision>}
*/
getDecision(
projectConfig: ProjectConfig,
userContext: IOptimizelyUserContext,
ruleId: string,
options: DecideOptionsMap,
): Promise<CmabDecision>
}
export type CmabCacheValue = {
attributesHash: string,
variationId: string,
cmabUuid: string,
}
export type CmabServiceOptions = {
logger?: LoggerFacade;
cmabCache: CacheWithRemove<CmabCacheValue>;
cmabClient: CmabClient;
}
const SERIALIZER_BUCKETS = 1000;
const LOGGER_NAME = 'CmabService';
export class DefaultCmabService implements CmabService {
private cmabCache: CacheWithRemove<CmabCacheValue>;
private cmabClient: CmabClient;
private logger?: LoggerFacade;
private serializers: SerialRunner[] = Array.from(
{ length: SERIALIZER_BUCKETS }, () => new SerialRunner()
);
constructor(options: CmabServiceOptions) {
this.cmabCache = options.cmabCache;
this.cmabClient = options.cmabClient;
this.logger = options.logger;
this.logger?.setName(LOGGER_NAME);
}
private getSerializerIndex(userId: string, experimentId: string): number {
const key = this.getCacheKey(userId, experimentId);
const hash = murmurhash.v3(key);
return Math.abs(hash) % SERIALIZER_BUCKETS;
}
async getDecision(
projectConfig: ProjectConfig,
userContext: IOptimizelyUserContext,
ruleId: string,
options: DecideOptionsMap,
): Promise<CmabDecision> {
const serializerIndex = this.getSerializerIndex(userContext.getUserId(), ruleId);
return this.serializers[serializerIndex].run(() =>
this.getDecisionInternal(projectConfig, userContext, ruleId, options)
);
}
private async getDecisionInternal(
projectConfig: ProjectConfig,
userContext: IOptimizelyUserContext,
ruleId: string,
options: DecideOptionsMap,
): Promise<CmabDecision> {
const userId = userContext.getUserId();
const filteredAttributes = this.filterAttributes(projectConfig, userContext, ruleId);
if (options[OptimizelyDecideOption.IGNORE_CMAB_CACHE]) {
this.logger?.debug(IGNORE_CMAB_CACHE, userId, ruleId);
return this.fetchDecision(ruleId, userId, filteredAttributes);
}
if (options[OptimizelyDecideOption.RESET_CMAB_CACHE]) {
this.logger?.debug(RESET_CMAB_CACHE, userId, ruleId);
this.cmabCache.reset();
}
const cacheKey = this.getCacheKey(userId, ruleId);
if (options[OptimizelyDecideOption.INVALIDATE_USER_CMAB_CACHE]) {
this.logger?.debug(INVALIDATE_CMAB_CACHE, userId, ruleId);
this.cmabCache.remove(cacheKey);
}
const cachedValue = await this.cmabCache.lookup(cacheKey);
const attributesJson = JSON.stringify(filteredAttributes, Object.keys(filteredAttributes).sort());
const attributesHash = String(murmurhash.v3(attributesJson));
if (cachedValue) {
if (cachedValue.attributesHash === attributesHash) {
this.logger?.debug(CMAB_CACHE_HIT, userId, ruleId);
return { variationId: cachedValue.variationId, cmabUuid: cachedValue.cmabUuid };
} else {
this.logger?.debug(CMAB_CACHE_ATTRIBUTES_MISMATCH, userId, ruleId);
this.cmabCache.remove(cacheKey);
}
} else {
this.logger?.debug(CMAB_CACHE_MISS, userId, ruleId);
}
const variation = await this.fetchDecision(ruleId, userId, filteredAttributes);
this.cmabCache.save(cacheKey, {
attributesHash,
variationId: variation.variationId,
cmabUuid: variation.cmabUuid,
});
return variation;
}
private async fetchDecision(
ruleId: string,
userId: string,
attributes: UserAttributes,
): Promise<CmabDecision> {
const cmabUuid = uuidV4();
const variationId = await this.cmabClient.fetchDecision(ruleId, userId, attributes, cmabUuid);
return { variationId, cmabUuid };
}
private filterAttributes(
projectConfig: ProjectConfig,
userContext: IOptimizelyUserContext,
ruleId: string
): UserAttributes {
const filteredAttributes: UserAttributes = {};
const userAttributes = userContext.getAttributes();
const experiment = projectConfig.experimentIdMap[ruleId];
if (!experiment || !experiment.cmab) {
return filteredAttributes;
}
const cmabAttributeIds = experiment.cmab.attributeIds;
cmabAttributeIds.forEach((aid) => {
const attribute = projectConfig.attributeIdMap[aid];
if (userAttributes.hasOwnProperty(attribute.key)) {
filteredAttributes[attribute.key] = userAttributes[attribute.key];
}
});
return filteredAttributes;
}
private getCacheKey(userId: string, ruleId: string): string {
const len = userId.length;
return `${len}-${userId}-${ruleId}`;
}
}