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SuiteBuilder.kt
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SuiteBuilder.kt
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package com.xebia.functional.xef.evaluator
import com.xebia.functional.openai.models.CreateChatCompletionRequestModel
import com.xebia.functional.xef.AI
import com.xebia.functional.xef.evaluator.errors.FileNotFound
import com.xebia.functional.xef.evaluator.models.ItemResult
import com.xebia.functional.xef.evaluator.models.OutputResponse
import com.xebia.functional.xef.evaluator.models.OutputResult
import com.xebia.functional.xef.evaluator.models.SuiteResults
import java.io.File
import kotlin.jvm.JvmSynthetic
import kotlinx.serialization.SerialName
import kotlinx.serialization.Serializable
import kotlinx.serialization.encodeToString
import kotlinx.serialization.json.Json
class SuiteBuilder(
private val description: String,
private val model: CreateChatCompletionRequestModel
) {
private val items = mutableListOf<ItemSpec>()
operator fun ItemSpec.unaryPlus() {
items.add(this)
}
fun build() = SuiteSpec(description, items, model = model)
}
@Serializable
data class SuiteSpec(
val description: String,
val items: List<ItemSpec>,
val model: CreateChatCompletionRequestModel
) {
suspend inline fun <reified E> evaluate(): SuiteResults<E> where
E : AI.PromptClassifier,
E : Enum<E> {
val items =
items.map { item ->
println("Evaluating item: ${item.input}")
val outputResults =
item.outputs.map { output ->
val classification =
AI.classify<E>(item.input, item.context, output.value, model = model)
println(" |_ ${output.description.value} = classification $classification")
OutputResult(output.description.value, item.context, output.value, classification)
}
ItemResult(item.input, outputResults)
}
val suiteResults = SuiteResults(description, model.value, E::class.simpleName, items)
export(Json.encodeToString(suiteResults))
return suiteResults
}
companion object {
@JvmSynthetic
suspend operator fun invoke(
description: String,
model: CreateChatCompletionRequestModel,
block: suspend SuiteBuilder.() -> Unit
): SuiteSpec = SuiteBuilder(description, model).apply { block() }.build()
}
fun export(content: String): Boolean {
return arrow.core.raise.recover({
// Read the content of `index.html` inside resources folder
val indexHTML =
SuiteSpec::class.java.getResource("/web/index.html")?.readText()
?: raise(FileNotFound("index.html"))
val scriptJS =
SuiteSpec::class.java.getResource("/web/script.js")?.readText()
?: raise(FileNotFound("script.js"))
val styleCSS =
SuiteSpec::class.java.getResource("/web/style.css")?.readText()
?: raise(FileNotFound("style.css"))
val contentJS = "const testData = $content;"
// Copy all the files inside build folder
val outputPath = System.getProperty("user.dir") + "/build/testSuite"
File(outputPath).mkdirs()
File("$outputPath/index.html").writeText(indexHTML)
File("$outputPath/script.js").writeText(scriptJS)
File("$outputPath/style.css").writeText(styleCSS)
File("$outputPath/content.js").writeText(contentJS)
val url = File("$outputPath/index.html").toURI()
println("Test suite exported to $url")
true
}) {
when (it) {
else -> {
println(it.message("File not found"))
false
}
}
}
}
}
@Serializable
data class ItemSpec(
val input: String,
val context: String,
@SerialName("actual_outputs") val outputs: List<OutputResponse>
) {
companion object {
@JvmSynthetic
suspend operator fun invoke(
input: String,
context: String,
block: suspend TestItemBuilder.() -> Unit
): ItemSpec = TestItemBuilder(input, context).apply { block() }.build()
}
}