|
| 1 | +# Building Kotlin Multiplatform network layer |
| 2 | + |
| 3 | +Building a Kotlin Multiplatform network libraries we need several different pieces, |
| 4 | +this document will cover all pieces and how to setup and build from start-to-finish. |
| 5 | + |
| 6 | +## Setting up Gradle |
| 7 | + |
| 8 | +### Kotlin Multiplatform |
| 9 | + |
| 10 | +The most simple solution would be to copy an existing http module, and modify the Gradle setup as desired. |
| 11 | +But let's cover the different important pieces. First we need to set up the Gradle plugins to configure both |
| 12 | +_Kotlin Multiplatform_, and _KotlinX Serialization_ for content negotiation. |
| 13 | + |
| 14 | +```kotlin |
| 15 | +id("org.jetbrains.kotlin.multiplatform") version "1.9.0" |
| 16 | +``` |
| 17 | + |
| 18 | +In the Xef project we've already defined these dependencies in the [Version Catalog](), |
| 19 | +so you get a typed DSL inside Gradle to set this up with automatic versioning. |
| 20 | + |
| 21 | +```kotlin |
| 22 | +id(libs.plugins.kotlin.multiplatform.get().pluginId) |
| 23 | +``` |
| 24 | + |
| 25 | +The Kotlin Multiplatform plugin sets up Gradle so that we can rely on the `kotlin` DSL, |
| 26 | +and set up the targets for the desired platforms. |
| 27 | + |
| 28 | +For Xef we set up following targets: |
| 29 | + |
| 30 | +```kotlin |
| 31 | +kotlin { |
| 32 | + jvm() |
| 33 | + js(IR) { |
| 34 | + browser() |
| 35 | + nodejs() |
| 36 | + } |
| 37 | + |
| 38 | + linuxX64() |
| 39 | + macosX64() |
| 40 | + macosArm64() |
| 41 | + mingwX64() |
| 42 | +} |
| 43 | +``` |
| 44 | + |
| 45 | +This creates different _sourceSets_, which are linked to certain targets. This is done in an hierarchy. |
| 46 | +`commonMain` is at the top of the hierarchy, |
| 47 | +all code defined here is available from platform specific sourceSets and platforms. |
| 48 | +When building multiplatform http clients, we're going to define everything in `commonMain` so |
| 49 | +we're going to ignore the other ones for now. |
| 50 | + |
| 51 | +We can now write code in `src/commonMain/kotlin` as you normally would for Java in `src/main/java`, |
| 52 | +but remember you only have access to _common_ Kotlin code. So now JDK specific packages are available. |
| 53 | + |
| 54 | +### KotlinX Serialization |
| 55 | + |
| 56 | +So now we've configured Kotlin, we should set up KotlinX Serialization, and it's compiler plugin. |
| 57 | +This is needed so we can send `JSON`, and different formats over the network. |
| 58 | + |
| 59 | +```kotlin |
| 60 | +id("org.jetbrains.kotlin.plugin.serialization") version "1.9.0" |
| 61 | +``` |
| 62 | + |
| 63 | +In the Xef project we've already defined these dependencies in the [Version Catalog](), |
| 64 | +so you get a typed DSL inside Gradle to set this up with automatic versioning. |
| 65 | + |
| 66 | +```kotlin |
| 67 | +id(libs.plugins.kotlinx.serialization.get().pluginId) |
| 68 | +``` |
| 69 | + |
| 70 | +The `serialization` plugin sets up KotlinX Serialization such that we get access to `@Serializable`, |
| 71 | +and the Kotlin Serialization Compiler plugin is correctly configured. |
| 72 | + |
| 73 | +### Dependencies |
| 74 | + |
| 75 | +Finally, we need to set up some dependencies for our project. |
| 76 | +We'll start with setting up some _common_ dependencies, we do so again within `kotlin` DSL. |
| 77 | + |
| 78 | +First let's add a dependency on `xef-core`, such that we can implement the `Chat`, `ChatWithFunction`, etc. interfaces |
| 79 | +based on our integration. |
| 80 | + |
| 81 | +```kotlin |
| 82 | +kotlin { |
| 83 | + sourceSets { |
| 84 | + val commonMain by getting { |
| 85 | + dependencies { |
| 86 | + api(projects.xefCore) |
| 87 | + } |
| 88 | + } |
| 89 | + } |
| 90 | +} |
| 91 | +``` |
| 92 | + |
| 93 | +Finally, we also need to set up Ktor. For most HTTP integration we need 3 _common_ dependencies. |
| 94 | + |
| 95 | +```kotlin |
| 96 | +implementation("io.ktor:ktor-client-core:2.3.2") |
| 97 | +implementation("io.ktor:ktor-client-content-negotiation:2.3.2") |
| 98 | +implementation("io.ktor:ktor-serialization-kotlinx-json:2.3.2") |
| 99 | +``` |
| 100 | + |
| 101 | +There are bundles in the Xef project, so we can more easily depend on them in a typed way. |
| 102 | + |
| 103 | +```kotlin |
| 104 | +kotlin { |
| 105 | + sourceSets { |
| 106 | + val commonMain by getting { |
| 107 | + dependencies { |
| 108 | + api(projects.xefCore) |
| 109 | + implementation(libs.bundles.ktor.client) |
| 110 | + } |
| 111 | + } |
| 112 | + } |
| 113 | +} |
| 114 | +``` |
| 115 | + |
| 116 | +Now we'll have access to all the Ktor classes we need to build our Http integration, which we'll cover below. |
| 117 | +This however only sets up the _common_ APIs, and no actual http engines for the configured platforms. |
| 118 | +So if we'd try to run any code, we'll end up with a runtime error since there is no actual HTTP engine to run the code |
| 119 | +with: `"Failed to find HttpClientEngineContainer. Consider adding [HttpClientEngine] implementation in dependencies."`. |
| 120 | + |
| 121 | +So we need to configure the engines, we're immediately going to reference the version catalog DSL here. |
| 122 | +Almost all targets are relying on the `CIO` engine, which is the _Coroutines_ engine except for Javascript and Windows. |
| 123 | +There are plenty of other options we can choose, more |
| 124 | +info [here](https://ktor.io/docs/http-client-engines.html#minimal-version). |
| 125 | + |
| 126 | +```kotlin |
| 127 | +kotlin { |
| 128 | + sourceSets { |
| 129 | + ... |
| 130 | + |
| 131 | + val jvmMain by getting { |
| 132 | + dependencies { |
| 133 | + implementation(libs.logback) |
| 134 | + api(libs.ktor.client.cio) |
| 135 | + } |
| 136 | + } |
| 137 | + |
| 138 | + val jsMain by getting { |
| 139 | + dependencies { |
| 140 | + api(libs.ktor.client.js) |
| 141 | + } |
| 142 | + } |
| 143 | + |
| 144 | + val linuxX64Main by getting { |
| 145 | + dependencies { |
| 146 | + api(libs.ktor.client.cio) |
| 147 | + } |
| 148 | + } |
| 149 | + |
| 150 | + val macosX64Main by getting { |
| 151 | + dependencies { |
| 152 | + api(libs.ktor.client.cio) |
| 153 | + } |
| 154 | + } |
| 155 | + |
| 156 | + val macosArm64Main by getting { |
| 157 | + dependencies { |
| 158 | + api(libs.ktor.client.cio) |
| 159 | + } |
| 160 | + } |
| 161 | + |
| 162 | + val mingwX64Main by getting { |
| 163 | + dependencies { |
| 164 | + api(libs.ktor.client.winhttp) |
| 165 | + } |
| 166 | + } |
| 167 | + } |
| 168 | +} |
| 169 | +``` |
| 170 | + |
| 171 | +Now that we've completely finished setting up Gradle for our Kotlin Multiplatform library, |
| 172 | +all that is left is writing the actual code! |
| 173 | + |
| 174 | +## Writing your first Multiplatform Http library |
| 175 | + |
| 176 | +### Configuring Ktor's HttpClient |
| 177 | + |
| 178 | +Writing a http layer using Ktor is quite simple, everything works through `HttpClient`. |
| 179 | +The first thing we need to do is configure the `HttpClient` to work with _Content Negotiation_, |
| 180 | +such that we can send `JSON` or other formats over the network. |
| 181 | + |
| 182 | +```kotlin |
| 183 | +HttpClient { |
| 184 | + install(ContentNegotiation) { |
| 185 | + json() |
| 186 | + } |
| 187 | +} |
| 188 | +``` |
| 189 | + |
| 190 | +We can pass a custom KotlinX Serialization `Json` instance, such that we can configure it to our needs. |
| 191 | +We typically want to use `encodeDefaults = false` such that default `null` arguments are not included in the `JSON`, |
| 192 | +and `isLenient = true` and `ignoreUnknownKeys = true` such that serialization is more _lenient_ and robust against |
| 193 | +changes. |
| 194 | + |
| 195 | +```kotlin |
| 196 | +Json { |
| 197 | + encodeDefaults = false |
| 198 | + isLenient = true |
| 199 | + ignoreUnknownKeys = true |
| 200 | +} |
| 201 | +``` |
| 202 | + |
| 203 | +### Ktor's Httpclient AutoCloseable |
| 204 | + |
| 205 | +Like most `HttpClient`'s the Ktor client holds a lot of internal state, |
| 206 | +such as `CoroutineScope`, downstream engines such as `Netty` or `CIO` and schedulers. |
| 207 | +So the `HttpClient` implements a `Closeable` interface, on which we need to call `close` when we're finished using |
| 208 | +the `HttpClient`, and requests that are still in progress will at that point also be cancelled |
| 209 | +with `CancellationException`. |
| 210 | + |
| 211 | +The simplest way is to use the `use` DSL, as follows: |
| 212 | + |
| 213 | +```kotlin |
| 214 | +HttpClient().use { client -> |
| 215 | + // use client |
| 216 | +} |
| 217 | +``` |
| 218 | + |
| 219 | +but we typically want to rely on this `HttpClient` from within a `class`, and thus we want to wrap it and propagate |
| 220 | +the `Closeable` requirement. Most convenient we do this by implementing `AutoCloseable` from Kotlin Standard Library in |
| 221 | +our own class, and delegating to the `HttpClient#close` method. |
| 222 | + |
| 223 | +```kotlin |
| 224 | +class GcpClient(/* constructor parameters */) : AutoCloseable { |
| 225 | + private val http: HttpClient = HttpClient { |
| 226 | + // configure client |
| 227 | + } |
| 228 | + |
| 229 | + override fun close() { |
| 230 | + http.close() |
| 231 | + } |
| 232 | +} |
| 233 | +``` |
| 234 | + |
| 235 | +Now that we've correctly wrapped our `HttpClient`, we're finally read to start making our calls. |
| 236 | + |
| 237 | +## Ktor http calls |
| 238 | + |
| 239 | +The `HttpClient` expose the typical HTTP methods we expect as methods, |
| 240 | +together with a builder which we can use to configure the `HttpRequest`. |
| 241 | + |
| 242 | +```kotlin |
| 243 | +http.post( |
| 244 | + "https://$apiEndpoint/v1/projects/$projectId/locations/us-central1/publishers/google/models/$modelId:predict" |
| 245 | +) { |
| 246 | + header("Authorization", "Bearer $token") |
| 247 | + contentType(ContentType.Application.Json) |
| 248 | + setBody(body) |
| 249 | +} |
| 250 | +``` |
| 251 | + |
| 252 | +Here we call the `post` http method, and pass the URL we want to send the request to. |
| 253 | +We configure the `Authorization` header, more on that later, and the `contentType` and we set a _body_. |
| 254 | + |
| 255 | +The `body` in our case is of _content type_ `Json`, which will be automatically serialized from our KotlinX |
| 256 | +Serialization compatible class. |
| 257 | + |
| 258 | +So for the example of GCP we want to send following `JSON`: |
| 259 | + |
| 260 | +```json |
| 261 | +{ |
| 262 | + "instances": [ |
| 263 | + { |
| 264 | + "messages": [ |
| 265 | + { |
| 266 | + "author": "user", |
| 267 | + "content": "How can I reverse a list in python?" |
| 268 | + } |
| 269 | + ] |
| 270 | + } |
| 271 | + ], |
| 272 | + "parameters": { |
| 273 | + "temperature": 0.3, |
| 274 | + "maxOutputTokens": 200, |
| 275 | + "topK": 40, |
| 276 | + "topP": 0.8 |
| 277 | + } |
| 278 | +} |
| 279 | +``` |
| 280 | + |
| 281 | +Which translates to following Kotlin hierarchy: |
| 282 | + |
| 283 | +```kotlin |
| 284 | +@Serializable |
| 285 | +private data class Prompt(val instances: List<Instance>, val parameters: Parameters? = null) |
| 286 | + |
| 287 | +@Serializable |
| 288 | +private data class Instance( |
| 289 | + val context: String? = null, |
| 290 | + val examples: List<Example>? = null, |
| 291 | + val messages: List<Message>, |
| 292 | +) |
| 293 | + |
| 294 | +@Serializable |
| 295 | +data class Example(val input: String, val output: String) |
| 296 | + |
| 297 | +@Serializable |
| 298 | +private data class Message(val author: String, val content: String) |
| 299 | + |
| 300 | +@Serializable |
| 301 | +private class Parameters( |
| 302 | + val temperature: Double? = null, |
| 303 | + val maxOutputTokens: Int? = null, |
| 304 | + val topK: Int? = null, |
| 305 | + val topP: Double? = null |
| 306 | +) |
| 307 | +``` |
| 308 | + |
| 309 | +With this defined, we can simply construct our data and pass it to `setBody`, |
| 310 | +and we'll receive an `HttpResponse` as result of the _suspend_ `post` call. |
| 311 | + |
| 312 | +```kotlin |
| 313 | +val body = |
| 314 | + Prompt( |
| 315 | + listOf(Instance(messages = listOf(Message(author = "user", content = prompt)))), |
| 316 | + Parameters(temperature, maxOutputTokens, topK, topP) |
| 317 | + ) |
| 318 | + |
| 319 | +val response: HttpResponse = |
| 320 | + http.post(...) { |
| 321 | + ... |
| 322 | + setBody(body) |
| 323 | +} |
| 324 | +``` |
| 325 | + |
| 326 | +All that's left now is to _deserialize_ the `HttpResponse`, and we do this in the same way as above. |
| 327 | +We define a set of Kotlin classes that correspond to the structure of the `JSON`, |
| 328 | +and we can deserialize it by calling `body<MyClass>()` on the `HttpResponse`. |
| 329 | +Before doing so we typically want to check the `HttpStatusCode`. |
| 330 | + |
| 331 | +```kotlin |
| 332 | +if (response.status.isSuccess()) response.body<MyClass>() |
| 333 | +else throw GcpClientException(response.status, response.bodyAsText()) |
| 334 | +``` |
| 335 | + |
| 336 | +### Authorization |
| 337 | + |
| 338 | +In the example above we've showed simple authorization using a token, |
| 339 | +but in some cases we need more advanced authorization support. |
| 340 | + |
| 341 | +Ktor has a wide support of different authorization support out of the box, |
| 342 | +including OAuth2 with refresh tokens. |
| 343 | + |
| 344 | +There is a detailed guide on the [Ktor website](https://ktor.io/docs/auth.html), |
| 345 | +this is provided through the `ktor-client-auth` module. |
| 346 | + |
| 347 | +### Retry & Timeouts |
| 348 | + |
| 349 | +Often we also want to have some retry mechanism, and timeout support for our networking. |
| 350 | +This can be easily configured on the `HttpClient`, and customised for every individual request as needed. |
| 351 | + |
| 352 | +```kotlin |
| 353 | +HttpClient { |
| 354 | + install(HttpTimeout) { |
| 355 | + requestTimeoutMillis = 60_000 // 60 seconds |
| 356 | + connectTimeoutMillis = 60_000 // 60 seconds |
| 357 | + socketTimeoutMillis = 300_000 // 5 minutes |
| 358 | + } |
| 359 | + install(HttpRequestRetry) { // optional, default settings |
| 360 | + retryOnExceptionOrServerErrors(3) |
| 361 | + exponentialDelay() |
| 362 | + } |
| 363 | +} |
| 364 | +``` |
| 365 | + |
| 366 | +## Implementing Core's Chat interface |
| 367 | + |
| 368 | +TODO |
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