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{\n EvalContext,\n ContextualBanditDefinition,\n FeatureDefinition,\n FeatureResult,\n Experiment,\n FeatureResultSource,\n Result,\n Filter,\n VariationRange,\n VariationMeta,\n StickyExperimentKey,\n StickyAssignments,\n StickyAttributeKey,\n StickyAssignmentsDocument,\n FeatureApiResponse,\n Options,\n ClientOptions,\n TrackingUserContext,\n UserContext,\n} from \"./types/growthbook\";\nimport { evalCondition } from \"./mongrule\";\nimport { ConditionInterface } from \"./types/mongrule\";\nimport {\n chooseVariation,\n decrypt,\n getBucketRanges,\n getEqualWeights,\n getQueryStringOverride,\n getUrlRegExp,\n hash,\n inNamespace,\n inRange,\n isIncluded,\n isURLTargeted,\n toString,\n} from \"./util\";\nimport { StickyBucketService } from \"./sticky-bucket-service\";\n\nexport const EVENT_FEATURE_EVALUATED = \"Feature Evaluated\";\nexport const EVENT_EXPERIMENT_VIEWED = \"Experiment Viewed\";\n\nfunction getForcedFeatureValues(ctx: EvalContext) {\n // Merge user and global values\n const ret: typeof ctx.global.forcedFeatureValues = new Map();\n if (ctx.global.forcedFeatureValues) {\n ctx.global.forcedFeatureValues.forEach((v, k) => ret.set(k, v));\n }\n if (ctx.user.forcedFeatureValues) {\n ctx.user.forcedFeatureValues.forEach((v, k) => ret.set(k, v));\n }\n return ret;\n}\n\nfunction getForcedVariations(ctx: EvalContext) {\n // Merge user and global values\n if (ctx.global.forcedVariations && ctx.user.forcedVariations) {\n return { ...ctx.global.forcedVariations, ...ctx.user.forcedVariations };\n } else if (ctx.global.forcedVariations) {\n return ctx.global.forcedVariations;\n } else if (ctx.user.forcedVariations) {\n return ctx.user.forcedVariations;\n } else {\n return {};\n }\n}\n\nasync function safeCall(fn: () => void | Promise) {\n try {\n await fn();\n } catch (e) {\n // Do nothing\n }\n}\n\nfunction onExperimentViewed(\n ctx: EvalContext,\n experiment: Experiment,\n result: Result,\n): Promise[] {\n // Make sure a tracking callback is only fired once per unique experiment\n if (ctx.user.trackedExperiments) {\n const k = getExperimentDedupeKey(experiment, result);\n if (ctx.user.trackedExperiments.has(k)) {\n return [];\n }\n ctx.user.trackedExperiments.add(k);\n }\n\n if (ctx.user.enableDevMode && ctx.user.devLogs) {\n ctx.user.devLogs.push({\n experiment,\n result,\n timestamp: Date.now().toString(),\n logType: \"experiment\",\n });\n }\n\n const calls: Promise[] = [];\n\n if (ctx.global.trackingCallback) {\n const cb = ctx.global.trackingCallback;\n calls.push(\n safeCall(() => cb(experiment, result, getTrackingUserContext(ctx.user))),\n );\n }\n if (ctx.user.trackingCallback) {\n const cb = ctx.user.trackingCallback;\n calls.push(\n safeCall(() => cb(experiment, result, getTrackingUserContext(ctx.user))),\n );\n }\n if (ctx.global.eventLogger) {\n const cb = ctx.global.eventLogger;\n calls.push(\n safeCall(() =>\n cb(\n EVENT_EXPERIMENT_VIEWED,\n {\n experimentId: experiment.key,\n variationId: result.key,\n hashAttribute: result.hashAttribute,\n hashValue: result.hashValue,\n },\n getTrackingUserContext(ctx.user),\n ),\n ),\n );\n }\n return calls;\n}\n\nfunction onFeatureUsage(\n ctx: EvalContext,\n key: string,\n ret: FeatureResult,\n): void {\n // Only track a feature once, unless the assigned value changed\n if (ctx.user.trackedFeatureUsage) {\n const stringifiedValue = JSON.stringify(ret.value);\n if (ctx.user.trackedFeatureUsage[key] === stringifiedValue) return;\n ctx.user.trackedFeatureUsage[key] = stringifiedValue;\n\n if (ctx.user.enableDevMode && ctx.user.devLogs) {\n ctx.user.devLogs.push({\n featureKey: key,\n result: ret,\n timestamp: Date.now().toString(),\n logType: \"feature\",\n });\n }\n\n // Deduped by value above — subscribers only fire on value changes, not every eval.\n if (ctx.user.featureUsageSubs?.size) {\n ctx.user.featureUsageSubs.forEach((cb) => {\n try {\n cb(key, ret);\n } catch (e) {\n console.error(e);\n }\n });\n }\n }\n\n if (ctx.global.onFeatureUsage) {\n const cb = ctx.global.onFeatureUsage;\n safeCall(() => cb(key, ret, getTrackingUserContext(ctx.user)));\n }\n if (ctx.user.onFeatureUsage) {\n const cb = ctx.user.onFeatureUsage;\n safeCall(() => cb(key, ret));\n }\n if (ctx.global.eventLogger) {\n const cb = ctx.global.eventLogger;\n safeCall(() =>\n cb(\n EVENT_FEATURE_EVALUATED,\n {\n feature: key,\n source: ret.source,\n value: ret.value,\n ruleId: ret.source === \"defaultValue\" ? \"$default\" : ret.ruleId || \"\",\n variationId: ret.experimentResult ? ret.experimentResult.key : \"\",\n },\n getTrackingUserContext(ctx.user),\n ),\n );\n }\n}\n\nexport function evalFeature(\n id: string,\n ctx: EvalContext,\n): FeatureResult {\n if (ctx.stack.evaluatedFeatures.has(id)) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\n `evalFeature: circular dependency detected: ${ctx.stack.id} -> ${id}`,\n {\n from: ctx.stack.id,\n to: id,\n },\n );\n return getFeatureResult(ctx, id, null, \"cyclicPrerequisite\");\n }\n ctx.stack.evaluatedFeatures.add(id);\n ctx.stack.id = id;\n\n // Global override\n const forcedValues = getForcedFeatureValues(ctx);\n if (forcedValues.has(id)) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Global override\", {\n id,\n value: forcedValues.get(id),\n });\n return getFeatureResult(ctx, id, forcedValues.get(id), \"override\");\n }\n\n // Unknown feature id\n if (!ctx.global.features || !ctx.global.features[id]) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Unknown feature\", { id });\n return getFeatureResult(ctx, id, null, \"unknownFeature\");\n }\n\n // Get the feature\n const feature: FeatureDefinition = ctx.global.features[id];\n\n // Loop through the rules\n if (feature.rules) {\n const evaluatedFeatures = new Set(ctx.stack.evaluatedFeatures);\n rules: for (const rule of feature.rules) {\n // If there are prerequisite flag(s), evaluate them\n if (rule.parentConditions) {\n for (const parentCondition of rule.parentConditions) {\n ctx.stack.evaluatedFeatures = new Set(evaluatedFeatures);\n const parentResult = evalFeature(parentCondition.id, ctx);\n // break out for cyclic prerequisites\n if (parentResult.source === \"cyclicPrerequisite\") {\n return getFeatureResult(ctx, id, null, \"cyclicPrerequisite\");\n }\n\n const evalObj = { value: parentResult.value };\n const evaled = evalCondition(\n evalObj,\n parentCondition.condition || {},\n );\n if (!evaled) {\n // blocking prerequisite eval failed: feature evaluation fails\n if (parentCondition.gate) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Feature blocked by prerequisite\", { id, rule });\n return getFeatureResult(ctx, id, null, \"prerequisite\");\n }\n // non-blocking prerequisite eval failed: break out of parentConditions loop, jump to the next rule\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\n \"Skip rule because prerequisite evaluation fails\",\n {\n id,\n rule,\n },\n );\n continue rules;\n }\n }\n }\n\n // If there are filters for who is included (e.g. namespaces)\n if (rule.filters && isFilteredOut(rule.filters, ctx)) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Skip rule because of filters\", {\n id,\n rule,\n });\n continue;\n }\n\n // Feature value is being forced\n if (\"force\" in rule) {\n // If it's a conditional rule, skip if the condition doesn't pass\n if (rule.condition && !conditionPasses(rule.condition, ctx)) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Skip rule because of condition ff\", {\n id,\n rule,\n });\n continue;\n }\n\n // If this is a percentage rollout, skip if not included\n if (\n !isIncludedInRollout(\n ctx,\n rule.seed || id,\n rule.hashAttribute,\n ctx.user.saveStickyBucketAssignmentDoc &&\n !rule.disableStickyBucketing\n ? rule.fallbackAttribute\n : undefined,\n rule.range,\n rule.coverage,\n rule.hashVersion,\n )\n ) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Skip rule because user not included in rollout\", {\n id,\n rule,\n });\n continue;\n }\n\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Force value from rule\", {\n id,\n rule,\n });\n\n // If this was a remotely evaluated experiment, fire the tracking callbacks\n if (rule.tracks) {\n rule.tracks.forEach((t) => {\n const calls = onExperimentViewed(ctx, t.experiment, t.result);\n if (!calls.length && ctx.global.saveDeferredTrack) {\n ctx.global.saveDeferredTrack({\n experiment: t.experiment,\n result: t.result,\n user: getTrackingUserContext(ctx.user),\n });\n }\n });\n }\n\n return getFeatureResult(ctx, id, rule.force as V, \"force\", rule.id);\n }\n // Contextual bandit rules carry their variations under\n // `contextualVariations` so older SDKs skip them; read either field here.\n const ruleVariations = rule.contextualVariations ?? rule.variations;\n if (!ruleVariations) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Skip invalid rule\", {\n id,\n rule,\n });\n\n continue;\n }\n\n // For experiment rules, run an experiment\n const exp: Experiment = {\n variations: ruleVariations as [V, V, ...V[]],\n key: rule.key || id,\n };\n if (\"coverage\" in rule) exp.coverage = rule.coverage;\n if (rule.weights) exp.weights = rule.weights;\n if (rule.hashAttribute) exp.hashAttribute = rule.hashAttribute;\n if (rule.fallbackAttribute)\n exp.fallbackAttribute = rule.fallbackAttribute;\n if (rule.disableStickyBucketing)\n exp.disableStickyBucketing = rule.disableStickyBucketing;\n if (rule.bucketVersion !== undefined)\n exp.bucketVersion = rule.bucketVersion;\n if (rule.minBucketVersion !== undefined)\n exp.minBucketVersion = rule.minBucketVersion;\n if (rule.namespace) exp.namespace = rule.namespace;\n if (rule.meta) exp.meta = rule.meta;\n if (rule.ranges) exp.ranges = rule.ranges;\n if (rule.name) exp.name = rule.name;\n if (rule.phase) exp.phase = rule.phase;\n if (rule.seed) exp.seed = rule.seed;\n if (rule.hashVersion) exp.hashVersion = rule.hashVersion;\n if (rule.filters) exp.filters = rule.filters;\n if (rule.condition) exp.condition = rule.condition;\n if (rule.contextualBanditRef) {\n buildContextualBanditExperiment(exp, rule.contextualBanditRef, id, ctx);\n }\n\n // Only return a value if the user is part of the experiment\n const { result } = runExperiment(exp, id, ctx);\n if (exp.contextualBandit && !(result.hashUsed && result.inExperiment)) {\n delete exp.contextualBandit;\n }\n ctx.global.onExperimentEval && ctx.global.onExperimentEval(exp, result);\n if (result.inExperiment && !result.passthrough) {\n return getFeatureResult(\n ctx,\n id,\n result.value,\n \"experiment\",\n rule.id,\n exp,\n result,\n );\n }\n }\n }\n\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Use default value\", {\n id,\n value: feature.defaultValue,\n });\n\n // Fall back to using the default value\n return getFeatureResult(\n ctx,\n id,\n feature.defaultValue === undefined ? null : feature.defaultValue,\n \"defaultValue\",\n );\n}\n\nexport function runExperiment(\n experiment: Experiment,\n featureId: string | null,\n ctx: EvalContext,\n): {\n result: Result;\n trackingCall?: Promise;\n} {\n const key = experiment.key;\n const numVariations = experiment.variations.length;\n\n // 1. If experiment has less than 2 variations, return immediately\n if (numVariations < 2) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Invalid experiment\", { id: key });\n return {\n result: getExperimentResult(ctx, experiment, -1, false, featureId),\n };\n }\n\n // 2. If the context is disabled, return immediately\n if (ctx.global.enabled === false || ctx.user.enabled === false) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Context disabled\", { id: key });\n return {\n result: getExperimentResult(ctx, experiment, -1, false, featureId),\n };\n }\n\n // 2.5. Merge in experiment overrides from the context\n experiment = mergeOverrides(experiment, ctx);\n\n if (experiment.contextualBandit && experiment.weights) {\n experiment.contextualBandit = {\n ...experiment.contextualBandit,\n variationWeights: experiment.weights,\n };\n }\n\n // 2.6 New, more powerful URL targeting\n if (\n experiment.urlPatterns &&\n !isURLTargeted(ctx.user.url || \"\", experiment.urlPatterns)\n ) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Skip because of url targeting\", {\n id: key,\n });\n return {\n result: getExperimentResult(ctx, experiment, -1, false, featureId),\n };\n }\n\n // 3. If a variation is forced from a querystring, return the forced variation\n const qsOverride = getQueryStringOverride(\n key,\n ctx.user.url || \"\",\n numVariations,\n );\n if (qsOverride !== null) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Force via querystring\", {\n id: key,\n variation: qsOverride,\n });\n return {\n result: getExperimentResult(\n ctx,\n experiment,\n qsOverride,\n false,\n featureId,\n ),\n };\n }\n\n // 4. If a variation is forced in the context, return the forced variation\n const forcedVariations = getForcedVariations(ctx);\n if (key in forcedVariations) {\n const variation = forcedVariations[key];\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Force via dev tools\", {\n id: key,\n variation,\n });\n return {\n result: getExperimentResult(ctx, experiment, variation, false, featureId),\n };\n }\n\n // 5. Exclude if a draft experiment or not active\n if (experiment.status === \"draft\" || experiment.active === false) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Skip because inactive\", {\n id: key,\n });\n return {\n result: getExperimentResult(ctx, experiment, -1, false, featureId),\n };\n }\n\n // 6. Get the hash attribute and return if empty\n const { hashAttribute, hashValue } = getHashAttribute(\n ctx,\n experiment.hashAttribute,\n ctx.user.saveStickyBucketAssignmentDoc && !experiment.disableStickyBucketing\n ? experiment.fallbackAttribute\n : undefined,\n );\n if (!hashValue) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Skip because missing hashAttribute\", {\n id: key,\n });\n return {\n result: getExperimentResult(ctx, experiment, -1, false, featureId),\n };\n }\n\n let assigned = -1;\n\n let foundStickyBucket = false;\n let stickyBucketVersionIsBlocked = false;\n if (\n ctx.user.saveStickyBucketAssignmentDoc &&\n !experiment.disableStickyBucketing\n ) {\n const { variation, versionIsBlocked } = getStickyBucketVariation({\n ctx,\n expKey: experiment.key,\n expBucketVersion: experiment.bucketVersion,\n expHashAttribute: experiment.hashAttribute,\n expFallbackAttribute: experiment.fallbackAttribute,\n expMinBucketVersion: experiment.minBucketVersion,\n expMeta: experiment.meta,\n });\n foundStickyBucket = variation >= 0;\n assigned = variation;\n stickyBucketVersionIsBlocked = !!versionIsBlocked;\n }\n\n // Some checks are not needed if we already have a sticky bucket\n if (!foundStickyBucket) {\n // 7. Exclude if user is filtered out (used to be called \"namespace\")\n if (experiment.filters) {\n if (isFilteredOut(experiment.filters, ctx)) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Skip because of filters\", {\n id: key,\n });\n return {\n result: getExperimentResult(ctx, experiment, -1, false, featureId),\n };\n }\n } else if (\n experiment.namespace &&\n !inNamespace(hashValue, experiment.namespace)\n ) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Skip because of namespace\", {\n id: key,\n });\n return {\n result: getExperimentResult(ctx, experiment, -1, false, featureId),\n };\n }\n\n // 7.5. Exclude if experiment.include returns false or throws\n if (experiment.include && !isIncluded(experiment.include)) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Skip because of include function\", {\n id: key,\n });\n return {\n result: getExperimentResult(ctx, experiment, -1, false, featureId),\n };\n }\n\n // 8. Exclude if condition is false\n if (experiment.condition && !conditionPasses(experiment.condition, ctx)) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Skip because of condition exp\", {\n id: key,\n });\n return {\n result: getExperimentResult(ctx, experiment, -1, false, featureId),\n };\n }\n\n // 8.05. Exclude if prerequisites are not met\n if (experiment.parentConditions) {\n const evaluatedFeatures = new Set(ctx.stack.evaluatedFeatures);\n for (const parentCondition of experiment.parentConditions) {\n ctx.stack.evaluatedFeatures = new Set(evaluatedFeatures);\n const parentResult = evalFeature(parentCondition.id, ctx);\n // break out for cyclic prerequisites\n if (parentResult.source === \"cyclicPrerequisite\") {\n return {\n result: getExperimentResult(ctx, experiment, -1, false, featureId),\n };\n }\n\n const evalObj = { value: parentResult.value };\n if (!evalCondition(evalObj, parentCondition.condition || {})) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Skip because prerequisite evaluation fails\", {\n id: key,\n });\n return {\n result: getExperimentResult(ctx, experiment, -1, false, featureId),\n };\n }\n }\n }\n\n // 8.1. Exclude if user is not in a required group\n if (\n experiment.groups &&\n !hasGroupOverlap(experiment.groups as string[], ctx)\n ) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Skip because of groups\", {\n id: key,\n });\n return {\n result: getExperimentResult(ctx, experiment, -1, false, featureId),\n };\n }\n }\n\n // 8.2. Old style URL targeting\n if (experiment.url && !urlIsValid(experiment.url as RegExp, ctx)) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Skip because of url\", {\n id: key,\n });\n return {\n result: getExperimentResult(ctx, experiment, -1, false, featureId),\n };\n }\n\n // 9. Get the variation from the sticky bucket or get bucket ranges and choose variation\n const n = hash(\n experiment.seed || key,\n hashValue,\n experiment.hashVersion || 1,\n );\n if (n === null) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Skip because of invalid hash version\", {\n id: key,\n });\n return {\n result: getExperimentResult(ctx, experiment, -1, false, featureId),\n };\n }\n\n if (!foundStickyBucket) {\n const ranges =\n experiment.ranges ||\n getBucketRanges(\n numVariations,\n experiment.coverage === undefined ? 1 : experiment.coverage,\n experiment.weights,\n );\n assigned = chooseVariation(n, ranges);\n }\n\n // 9.5 Unenroll if any prior sticky buckets are blocked by version\n if (stickyBucketVersionIsBlocked) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Skip because sticky bucket version is blocked\", {\n id: key,\n });\n return {\n result: getExperimentResult(\n ctx,\n experiment,\n -1,\n false,\n featureId,\n undefined,\n true,\n ),\n };\n }\n\n // 10. Return if not in experiment\n if (assigned < 0) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Skip because of coverage\", {\n id: key,\n });\n return {\n result: getExperimentResult(ctx, experiment, -1, false, featureId),\n };\n }\n\n // 11. Experiment has a forced variation\n if (\"force\" in experiment) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Force variation\", {\n id: key,\n variation: experiment.force,\n });\n return {\n result: getExperimentResult(\n ctx,\n experiment,\n experiment.force === undefined ? -1 : experiment.force,\n false,\n featureId,\n ),\n };\n }\n\n // 12. Exclude if in QA mode\n if (ctx.global.qaMode || ctx.user.qaMode) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Skip because QA mode\", {\n id: key,\n });\n return {\n result: getExperimentResult(ctx, experiment, -1, false, featureId),\n };\n }\n\n // 12.5. Exclude if experiment is stopped\n if (experiment.status === \"stopped\") {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"Skip because stopped\", {\n id: key,\n });\n return {\n result: getExperimentResult(ctx, experiment, -1, false, featureId),\n };\n }\n\n // 13. Build the result object\n const result = getExperimentResult(\n ctx,\n experiment,\n assigned,\n true,\n featureId,\n n,\n foundStickyBucket,\n );\n\n // 13.5. Persist sticky bucket\n if (\n ctx.user.saveStickyBucketAssignmentDoc &&\n !experiment.disableStickyBucketing\n ) {\n const {\n changed,\n key: attrKey,\n doc,\n } = generateStickyBucketAssignmentDoc(\n ctx,\n hashAttribute,\n toString(hashValue),\n {\n [getStickyBucketExperimentKey(\n experiment.key,\n experiment.bucketVersion,\n )]: result.key,\n },\n );\n if (changed) {\n // update local docs\n ctx.user.stickyBucketAssignmentDocs =\n ctx.user.stickyBucketAssignmentDocs || {};\n ctx.user.stickyBucketAssignmentDocs[attrKey] = doc;\n // save doc\n ctx.user.saveStickyBucketAssignmentDoc(doc);\n }\n }\n\n // 14. Fire the tracking callback(s)\n // Store the promise in case we're awaiting it (ex: browser url redirects)\n const trackingCalls = onExperimentViewed(ctx, experiment, result);\n if (trackingCalls.length === 0 && ctx.global.saveDeferredTrack) {\n ctx.global.saveDeferredTrack({\n experiment,\n result,\n user: getTrackingUserContext(ctx.user),\n });\n }\n const trackingCall = !trackingCalls.length\n ? undefined\n : trackingCalls.length === 1\n ? trackingCalls[0]\n : Promise.all(trackingCalls).then(() => {});\n\n // 14.1 Keep track of completed changeIds\n \"changeId\" in experiment &&\n experiment.changeId &&\n ctx.global.recordChangeId &&\n ctx.global.recordChangeId(experiment.changeId as string);\n\n // 15. Return the result\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\"In experiment\", {\n id: key,\n variation: result.variationId,\n });\n return { result, trackingCall };\n}\n\nfunction getFeatureResult(\n ctx: EvalContext,\n key: string,\n value: T,\n source: FeatureResultSource,\n ruleId?: string,\n experiment?: Experiment,\n result?: Result,\n): FeatureResult {\n const ret: FeatureResult = {\n value,\n on: !!value,\n off: !value,\n source,\n ruleId: ruleId || \"\",\n };\n if (experiment) ret.experiment = experiment;\n if (result) ret.experimentResult = result;\n\n // Track the usage of this feature in real-time\n if (source !== \"override\") {\n onFeatureUsage(ctx, key, ret);\n }\n\n return ret;\n}\n\nfunction getAttributes(user: UserContext) {\n return {\n ...user.attributes,\n ...user.attributeOverrides,\n };\n}\n\nexport function getTrackingUserContext(user: UserContext): TrackingUserContext {\n return {\n attributes: getAttributes(user),\n url: user.url,\n };\n}\n\nfunction getContextualBanditLeaf(\n cbDefinition: ContextualBanditDefinition,\n ctx: EvalContext,\n): { leafId: number; weights: number[] } | null {\n for (const context of cbDefinition.contexts || []) {\n if (conditionPasses((context.condition || {}) as ConditionInterface, ctx)) {\n return { leafId: context.leafId, weights: context.weights };\n }\n }\n\n return null;\n}\n\nconst CONTEXTUAL_BANDIT_FALLBACK_LEAF_ID = -1;\n\nfunction buildContextualBanditExperiment(\n experiment: Experiment,\n contextualBanditRef: string,\n id: string,\n ctx: EvalContext,\n): void {\n const cbDefinition = ctx.global.contextualBandits?.[contextualBanditRef];\n if (!cbDefinition) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\n \"Contextual bandit ref not found in payload, using aggregate weights\",\n { id, contextualBanditRef },\n );\n return;\n }\n\n let leaf: { leafId: number; weights: number[] } | null = null;\n if (cbDefinition.contexts && cbDefinition.contexts.length) {\n try {\n leaf = getContextualBanditLeaf(cbDefinition, ctx);\n } catch (e) {\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\n \"Contextual bandit leaf selection threw, using fallback weights\",\n { id, contextualBanditRef, error: e },\n );\n }\n }\n\n if (leaf) {\n experiment.weights = leaf.weights;\n experiment.contextualBandit = {\n leafId: leaf.leafId,\n variationWeights: leaf.weights,\n banditVersion: cbDefinition.banditVersion,\n };\n return;\n }\n\n process.env.NODE_ENV !== \"production\" &&\n ctx.global.log(\n \"Contextual bandit: no matching leaf, using fallback weights\",\n { id, contextualBanditRef },\n );\n experiment.contextualBandit = {\n leafId: CONTEXTUAL_BANDIT_FALLBACK_LEAF_ID,\n variationWeights:\n experiment.weights ?? getEqualWeights(experiment.variations.length),\n banditVersion: cbDefinition.banditVersion,\n };\n}\n\nfunction conditionPasses(\n condition: ConditionInterface,\n ctx: EvalContext,\n): boolean {\n return evalCondition(\n getAttributes(ctx.user),\n condition,\n ctx.global.savedGroups || {},\n );\n}\n\nfunction isFilteredOut(filters: Filter[], ctx: EvalContext): boolean {\n return filters.some((filter) => {\n const { hashValue } = getHashAttribute(ctx, filter.attribute);\n if (!hashValue) return true;\n const n = hash(filter.seed, hashValue, filter.hashVersion || 2);\n if (n === null) return true;\n return !filter.ranges.some((r) => inRange(n, r));\n });\n}\n\nfunction isIncludedInRollout(\n ctx: EvalContext,\n seed: string,\n hashAttribute: string | undefined,\n fallbackAttribute: string | undefined,\n range: VariationRange | undefined,\n coverage: number | undefined,\n hashVersion: number | undefined,\n): boolean {\n if (!range && coverage === undefined) return true;\n\n if (!range && coverage === 0) return false;\n\n const { hashValue } = getHashAttribute(ctx, hashAttribute, fallbackAttribute);\n if (!hashValue) {\n return false;\n }\n\n const n = hash(seed, hashValue, hashVersion || 1);\n if (n === null) return false;\n\n return range\n ? inRange(n, range)\n : coverage !== undefined\n ? n <= coverage\n : true;\n}\n\nexport function getExperimentResult(\n ctx: EvalContext,\n experiment: Experiment,\n variationIndex: number,\n hashUsed: boolean,\n featureId: string | null,\n bucket?: number,\n stickyBucketUsed?: boolean,\n): Result {\n let inExperiment = true;\n // If assigned variation is not valid, use the baseline and mark the user as not in the experiment\n if (variationIndex < 0 || variationIndex >= experiment.variations.length) {\n variationIndex = 0;\n inExperiment = false;\n }\n\n const { hashAttribute, hashValue } = getHashAttribute(\n ctx,\n experiment.hashAttribute,\n ctx.user.saveStickyBucketAssignmentDoc && !experiment.disableStickyBucketing\n ? experiment.fallbackAttribute\n : undefined,\n );\n\n const meta: Partial = experiment.meta\n ? experiment.meta[variationIndex]\n : {};\n\n const res: Result = {\n key: meta.key || \"\" + variationIndex,\n featureId,\n inExperiment,\n hashUsed,\n variationId: variationIndex,\n value: experiment.variations[variationIndex],\n hashAttribute,\n hashValue,\n stickyBucketUsed: !!stickyBucketUsed,\n };\n\n if (meta.name) res.name = meta.name;\n if (bucket !== undefined) res.bucket = bucket;\n if (meta.passthrough) res.passthrough = meta.passthrough;\n\n const cb = experiment.contextualBandit;\n if (cb && hashUsed && inExperiment) {\n res.leafId = cb.leafId;\n res.variationWeights = cb.variationWeights;\n if (cb.banditVersion !== undefined) res.banditVersion = cb.banditVersion;\n }\n\n return res;\n}\n\nfunction mergeOverrides(\n experiment: Experiment,\n ctx: EvalContext,\n): Experiment {\n const key = experiment.key;\n const o = ctx.global.overrides;\n if (o && o[key]) {\n experiment = Object.assign({}, experiment, o[key]);\n if (typeof experiment.url === \"string\") {\n experiment.url = getUrlRegExp(\n // eslint-disable-next-line\n experiment.url as any,\n );\n }\n }\n\n return experiment;\n}\n\nexport function getHashAttribute(\n ctx: EvalContext,\n attr?: string,\n fallback?: string,\n) {\n let hashAttribute = attr || \"id\";\n // eslint-disable-next-line @typescript-eslint/no-explicit-any\n let hashValue: any = \"\";\n\n const attributes = getAttributes(ctx.user);\n\n if (attributes[hashAttribute]) {\n hashValue = attributes[hashAttribute];\n }\n\n // if no match, try fallback\n if (!hashValue && fallback) {\n if (attributes[fallback]) {\n hashValue = attributes[fallback];\n }\n if (hashValue) {\n hashAttribute = fallback;\n }\n }\n\n return { hashAttribute, hashValue };\n}\n\nfunction urlIsValid(urlRegex: RegExp, ctx: EvalContext): boolean {\n const url = ctx.user.url;\n if (!url) return false;\n\n const pathOnly = url.replace(/^https?:\\/\\//, \"\").replace(/^[^/]*\\//, \"/\");\n\n if (urlRegex.test(url)) return true;\n if (urlRegex.test(pathOnly)) return true;\n return false;\n}\n\nfunction hasGroupOverlap(expGroups: string[], ctx: EvalContext): boolean {\n const groups = ctx.global.groups || {};\n for (let i = 0; i < expGroups.length; i++) {\n if (groups[expGroups[i]]) return true;\n }\n return false;\n}\n\nfunction getStickyBucketVariation({\n ctx,\n expKey,\n expBucketVersion,\n expHashAttribute,\n expFallbackAttribute,\n expMinBucketVersion,\n expMeta,\n}: {\n ctx: EvalContext;\n expKey: string;\n expBucketVersion?: number;\n expHashAttribute?: string;\n expFallbackAttribute?: string;\n expMinBucketVersion?: number;\n expMeta?: VariationMeta[];\n}): {\n variation: number;\n versionIsBlocked?: boolean;\n} {\n expBucketVersion = expBucketVersion || 0;\n expMinBucketVersion = expMinBucketVersion || 0;\n expHashAttribute = expHashAttribute || \"id\";\n expMeta = expMeta || [];\n const id = getStickyBucketExperimentKey(expKey, expBucketVersion);\n const assignments = getStickyBucketAssignments(\n ctx,\n expHashAttribute,\n expFallbackAttribute,\n );\n\n // users with any blocked bucket version (0 to minExperimentBucketVersion - 1) are excluded from the test\n if (expMinBucketVersion > 0) {\n for (let i = 0; i < expMinBucketVersion; i++) {\n const blockedKey = getStickyBucketExperimentKey(expKey, i);\n if (assignments[blockedKey] !== undefined) {\n return {\n variation: -1,\n versionIsBlocked: true,\n };\n }\n }\n }\n const variationKey = assignments[id];\n if (variationKey === undefined)\n // no assignment found\n return { variation: -1 };\n const variation = expMeta.findIndex((m) => m.key === variationKey);\n if (variation < 0)\n // invalid assignment, treat as \"no assignment found\"\n return { variation: -1 };\n\n return { variation };\n}\n\nfunction getStickyBucketExperimentKey(\n experimentKey: string,\n experimentBucketVersion?: number,\n): StickyExperimentKey {\n experimentBucketVersion = experimentBucketVersion || 0;\n return `${experimentKey}__${experimentBucketVersion}`;\n}\n\nexport function getStickyBucketAttributeKey(\n attributeName: string,\n attributeValue: string,\n): StickyAttributeKey {\n return `${attributeName}||${attributeValue}`;\n}\n\nfunction getStickyBucketAssignments(\n ctx: EvalContext,\n expHashAttribute: string,\n expFallbackAttribute?: string,\n): StickyAssignments {\n if (!ctx.user.stickyBucketAssignmentDocs) return {};\n const { hashAttribute, hashValue } = getHashAttribute(ctx, expHashAttribute);\n const hashKey = getStickyBucketAttributeKey(\n hashAttribute,\n toString(hashValue),\n );\n\n const { hashAttribute: fallbackAttribute, hashValue: fallbackValue } =\n getHashAttribute(ctx, expFallbackAttribute);\n const fallbackKey = fallbackValue\n ? getStickyBucketAttributeKey(fallbackAttribute, toString(fallbackValue))\n : null;\n\n const assignments: StickyAssignments = {};\n if (fallbackKey && ctx.user.stickyBucketAssignmentDocs[fallbackKey]) {\n Object.assign(\n assignments,\n ctx.user.stickyBucketAssignmentDocs[fallbackKey].assignments || {},\n );\n }\n if (ctx.user.stickyBucketAssignmentDocs[hashKey]) {\n Object.assign(\n assignments,\n ctx.user.stickyBucketAssignmentDocs[hashKey].assignments || {},\n );\n }\n return assignments;\n}\n\nfunction generateStickyBucketAssignmentDoc(\n ctx: EvalContext,\n attributeName: string,\n attributeValue: string,\n assignments: StickyAssignments,\n): {\n key: StickyAttributeKey;\n doc: StickyAssignmentsDocument;\n changed: boolean;\n} {\n const key = getStickyBucketAttributeKey(attributeName, attributeValue);\n const existingAssignments =\n ctx.user.stickyBucketAssignmentDocs &&\n ctx.user.stickyBucketAssignmentDocs[key]\n ? ctx.user.stickyBucketAssignmentDocs[key].assignments || {}\n : {};\n const newAssignments = { ...existingAssignments, ...assignments };\n const changed =\n JSON.stringify(existingAssignments) !== JSON.stringify(newAssignments);\n\n return {\n key,\n doc: {\n attributeName,\n attributeValue,\n assignments: newAssignments,\n },\n changed,\n };\n}\n\nfunction deriveStickyBucketIdentifierAttributes(\n ctx: EvalContext,\n data?: FeatureApiResponse,\n) {\n const attributes = new Set();\n const features =\n data && data.features ? data.features : ctx.global.features || {};\n const experiments =\n data && data.experiments ? data.experiments : ctx.global.experiments || [];\n Object.keys(features).forEach((id) => {\n const feature = features[id];\n if (feature.rules) {\n for (const rule of feature.rules) {\n // Contextual bandit rules carry their variations under `contextualVariations`\n if (rule.variations || rule.contextualVariations) {\n attributes.add(rule.hashAttribute || \"id\");\n if (rule.fallbackAttribute) {\n attributes.add(rule.fallbackAttribute);\n }\n }\n }\n }\n });\n experiments.map((experiment) => {\n attributes.add(experiment.hashAttribute || \"id\");\n if (experiment.fallbackAttribute) {\n attributes.add(experiment.fallbackAttribute);\n }\n });\n return Array.from(attributes);\n}\n\nexport async function getAllStickyBucketAssignmentDocs(\n ctx: EvalContext,\n stickyBucketService: StickyBucketService,\n data?: 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data.experiments = JSON.parse(\n await decrypt(data.encryptedExperiments, decryptionKey, subtle),\n );\n } catch (e) {\n console.error(e);\n }\n delete data.encryptedExperiments;\n }\n if (data.encryptedSavedGroups) {\n try {\n data.savedGroups = JSON.parse(\n await decrypt(data.encryptedSavedGroups, decryptionKey, subtle),\n );\n } catch (e) {\n console.error(e);\n }\n delete data.encryptedSavedGroups;\n }\n if (data.encryptedContextualBandits) {\n try {\n data.contextualBandits = JSON.parse(\n await decrypt(data.encryptedContextualBandits, decryptionKey, subtle),\n );\n } catch (e) {\n console.error(e);\n }\n delete data.encryptedContextualBandits;\n }\n return data;\n}\n\nexport function getApiHosts(options: Options | ClientOptions): {\n apiHost: string;\n streamingHost: string;\n apiRequestHeaders?: Record;\n streamingHostRequestHeaders?: Record;\n} {\n const defaultHost = options.apiHost || \"https://cdn.growthbook.io\";\n return {\n apiHost: defaultHost.replace(/\\/*$/, \"\"),\n 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