// // Copyright 2023 New Vector Ltd // // 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 // // http://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 Foundation import CryptoKit /// Object encapsulating an experiment with an arbitrary number of variants, and a method to deterministically /// and uniformly assign a variant to user. Variants do not carry any implicit semantics, they are plain numbers /// to be interpreted by the caller of the experiment. struct Experiment { let name: String let variants: UInt /// Get the assigned variant from the total number of variants and for a given `userId` /// /// This variant is chosen deterministically (the same `userId` and experiment `name` will yield the same variant) /// and uniformly (multiple users are distributed roughly evenly among the variants). func variant(userId: String) -> UInt { // Combine user id with experiment name to avoid identical variant // for the same user in different experiments let data = (userId + name).data(using: .utf8) ?? Data() // Get the first 8 bytes and map to decimal number (UInt64 = 8 bytes) let decimal = digest(for: data) .prefix(8) .reduce(0) { $0 << 8 | UInt64($1) } // Compress the decimal into a set number of variants using modulo return UInt(decimal % UInt64(variants)) } private func digest(for data: Data) -> SHA256.Digest { var sha = SHA256() sha.update(data: data) return sha.finalize() } }