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GenerativeAIService.swift
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339 lines (294 loc) · 11.1 KB
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// Copyright 2023 Google LLC
//
// 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 FirebaseAppCheckInterop
import FirebaseAuthInterop
import FirebaseCore
import Foundation
import os.log
struct GenerativeAIService {
/// The language of the SDK in the format `gl-<language>/<version>`.
static let languageTag = "gl-swift/5"
/// The Firebase SDK version in the format `fire/<version>`.
static let firebaseVersionTag = "fire/\(FirebaseVersion())"
let firebaseInfo: FirebaseInfo
private let urlSession: URLSession
init(firebaseInfo: FirebaseInfo, urlSession: URLSession) {
self.firebaseInfo = firebaseInfo
self.urlSession = urlSession
}
func loadRequest<T: GenerativeAIRequest>(request: T) async throws -> T.Response {
let urlRequest = try await urlRequest(request: request)
#if DEBUG
if #available(macOS 11.0, *) {
printCURLCommand(from: urlRequest)
}
#endif
let data: Data
let rawResponse: URLResponse
(data, rawResponse) = try await urlSession.data(for: urlRequest)
let response = try httpResponse(urlResponse: rawResponse)
// Verify the status code is 200
guard response.statusCode == 200 else {
AILog.error(
code: .loadRequestResponseError,
"The server responded with an error: \(response)"
)
if let responseString = String(data: data, encoding: .utf8) {
AILog.error(
code: .loadRequestResponseErrorPayload,
"Response payload: \(responseString)"
)
}
throw parseError(responseData: data)
}
return try parseResponse(T.Response.self, from: data)
}
@available(macOS 12.0, watchOS 8.0, *)
func loadRequestStream<T: GenerativeAIRequest>(request: T)
-> AsyncThrowingStream<T.Response, Error> where T: Sendable {
return AsyncThrowingStream { continuation in
Task {
let urlRequest: URLRequest
do {
urlRequest = try await self.urlRequest(request: request)
} catch {
continuation.finish(throwing: error)
return
}
#if DEBUG
printCURLCommand(from: urlRequest)
#endif
let stream: URLSession.AsyncBytes
let rawResponse: URLResponse
do {
(stream, rawResponse) = try await urlSession.bytes(for: urlRequest)
} catch {
continuation.finish(throwing: error)
return
}
// Verify the status code is 200
let response: HTTPURLResponse
do {
response = try httpResponse(urlResponse: rawResponse)
} catch {
continuation.finish(throwing: error)
return
}
// Verify the status code is 200
guard response.statusCode == 200 else {
AILog.error(
code: .loadRequestStreamResponseError,
"The server responded with an error: \(response)"
)
var responseBody = ""
for try await line in stream.lines {
responseBody += line + "\n"
}
AILog.error(
code: .loadRequestStreamResponseErrorPayload,
"Response payload: \(responseBody)"
)
continuation.finish(throwing: parseError(responseBody: responseBody))
return
}
// Received lines that are not server-sent events (SSE); these are not prefixed with "data:"
var extraLines = ""
let decoder = JSONDecoder()
decoder.keyDecodingStrategy = .convertFromSnakeCase
for try await line in stream.lines {
AILog.debug(code: .loadRequestStreamResponseLine, "Stream response: \(line)")
if line.hasPrefix("data:") {
// We can assume 5 characters since it's utf-8 encoded, removing `data:`.
let jsonText = String(line.dropFirst(5))
let data: Data
do {
data = try jsonData(jsonText: jsonText)
} catch {
continuation.finish(throwing: error)
return
}
// Handle the content.
do {
let content = try parseResponse(T.Response.self, from: data)
continuation.yield(content)
} catch {
continuation.finish(throwing: error)
return
}
} else {
extraLines += line
}
}
if extraLines.count > 0 {
continuation.finish(throwing: parseError(responseBody: extraLines))
return
}
continuation.finish(throwing: nil)
}
}
}
// MARK: - Private Helpers
private func urlRequest<T: GenerativeAIRequest>(request: T) async throws -> URLRequest {
var urlRequest = try URLRequest(url: request.getURL())
urlRequest.httpMethod = "POST"
#if DEBUG
let accessToken = ProcessInfo.processInfo.environment[Constants.gCloudAccessTokenEnvVarKey]
#else
let accessToken: String? = nil
#endif // DEBUG
if let accessToken {
urlRequest.setValue("Bearer \(accessToken)", forHTTPHeaderField: "Authorization")
} else {
urlRequest.setValue(firebaseInfo.apiKey, forHTTPHeaderField: "x-goog-api-key")
}
if let bundleID = Bundle.main.bundleIdentifier {
urlRequest.setValue(bundleID, forHTTPHeaderField: "x-ios-bundle-identifier")
}
urlRequest.setValue(
"\(GenerativeAIService.languageTag) \(GenerativeAIService.firebaseVersionTag)",
forHTTPHeaderField: "x-goog-api-client"
)
urlRequest.setValue("application/json", forHTTPHeaderField: "Content-Type")
if let appCheck = firebaseInfo.appCheck {
let tokenResult = try await appCheck.fetchAppCheckToken(
limitedUse: firebaseInfo.useLimitedUseAppCheckTokens,
domain: "GenerativeAIService"
)
urlRequest.setValue(tokenResult.token, forHTTPHeaderField: "X-Firebase-AppCheck")
if let error = tokenResult.error {
AILog.error(
code: .appCheckTokenFetchFailed,
"Failed to fetch AppCheck token. Error: \(error)"
)
}
}
if let auth = firebaseInfo.auth, let authToken = try await auth.getToken(forcingRefresh: false),
accessToken == nil {
urlRequest.setValue("Firebase \(authToken)", forHTTPHeaderField: "Authorization")
}
if firebaseInfo.app.isDataCollectionDefaultEnabled {
urlRequest.setValue(firebaseInfo.firebaseAppID, forHTTPHeaderField: "X-Firebase-AppId")
if let appVersion = Bundle.main.infoDictionary?["CFBundleShortVersionString"] as? String {
urlRequest.setValue(appVersion, forHTTPHeaderField: "X-Firebase-AppVersion")
}
}
let encoder = JSONEncoder()
urlRequest.httpBody = try encoder.encode(request)
urlRequest.timeoutInterval = request.options.timeout
return urlRequest
}
private func httpResponse(urlResponse: URLResponse) throws -> HTTPURLResponse {
// The following condition should always be true: "Whenever you make HTTP URL load requests, any
// response objects you get back from the URLSession, NSURLConnection, or NSURLDownload class
// are instances of the HTTPURLResponse class."
guard let response = urlResponse as? HTTPURLResponse else {
AILog.error(
code: .generativeAIServiceNonHTTPResponse,
"Response wasn't an HTTP response, internal error \(urlResponse)"
)
throw URLError(
.badServerResponse,
userInfo: [NSLocalizedDescriptionKey: "Response was not an HTTP response."]
)
}
return response
}
private func jsonData(jsonText: String) throws -> Data {
guard let data = jsonText.data(using: .utf8) else {
throw DecodingError.dataCorrupted(DecodingError.Context(
codingPath: [],
debugDescription: "Could not parse response as UTF8."
))
}
return data
}
private func parseError(responseBody: String) -> Error {
do {
let data = try jsonData(jsonText: responseBody)
return parseError(responseData: data)
} catch {
return error
}
}
private func parseError(responseData: Data) -> Error {
do {
let rpcError = try JSONDecoder().decode(BackendError.self, from: responseData)
logRPCError(rpcError)
return rpcError
} catch {
let responseString = String(data: responseData, encoding: .utf8) ?? ""
return UnrecognizedRPCError(responseBody: responseString)
}
}
// Log specific RPC errors that cannot be mitigated or handled by user code.
// These errors do not produce specific GenerateContentError or CountTokensError cases.
private func logRPCError(_ error: BackendError) {
let projectID = firebaseInfo.projectID
if error.isVertexAIInFirebaseServiceDisabledError() {
AILog.error(code: .vertexAIInFirebaseAPIDisabled, """
The Firebase AI SDK requires the Firebase AI API \
(`firebasevertexai.googleapis.com`) to be enabled in your Firebase project. Enable this API \
by visiting the Firebase Console at
https://console.firebase.google.com/project/\(projectID)/genai/ and clicking "Get started". \
If you enabled this API recently, wait a few minutes for the action to propagate to our \
systems and then retry.
""")
}
}
private func parseResponse<T: Decodable>(_ type: T.Type, from data: Data) throws -> T {
do {
return try JSONDecoder().decode(type, from: data)
} catch {
if let json = String(data: data, encoding: .utf8) {
AILog.error(code: .loadRequestParseResponseFailedJSON, "JSON response: \(json)")
}
AILog.error(
code: .loadRequestParseResponseFailedJSONError,
"Error decoding server JSON: \(error)"
)
throw error
}
}
#if DEBUG
@available(macOS 11.0, *)
private func cURLCommand(from request: URLRequest) -> String {
var returnValue = "curl "
if let allHeaders = request.allHTTPHeaderFields {
for (key, value) in allHeaders {
returnValue += "-H '\(key): \(value)' "
}
}
guard let url = request.url else { return "" }
returnValue += "'\(url.absoluteString)' "
guard let body = request.httpBody,
let jsonStr = String(bytes: body, encoding: .utf8) else { return "" }
let escapedJSON = jsonStr.replacingOccurrences(of: "'", with: "'\\''")
returnValue += "-d '\(escapedJSON)'"
return returnValue
}
@available(macOS 11.0, *)
private func printCURLCommand(from request: URLRequest) {
guard AILog.additionalLoggingEnabled() else {
return
}
let command = cURLCommand(from: request)
os_log(.debug, log: AILog.logObject, """
\(AILog.service) Creating request with the equivalent cURL command:
----- cURL command -----
\(command, privacy: .private)
------------------------
""")
}
#endif // DEBUG
}