feat: implement plant disease detection feature
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package com.syaroful.agrilinkvocpro.plant_disease_detection_feature
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import android.Manifest
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import android.content.pm.PackageManager
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import android.os.Bundle
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import android.util.Log
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import androidx.activity.ComponentActivity
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import androidx.activity.compose.setContent
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import androidx.activity.enableEdgeToEdge
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import androidx.core.app.ActivityCompat
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import androidx.core.content.ContextCompat
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import androidx.navigation.compose.rememberNavController
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import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.di.cameraModule
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import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.di.diagnosisModule
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import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.navigation.NavGraph
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import com.syaroful.agrilinkvocpro.ui.theme.AgrilinkVocproTheme
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import org.koin.core.context.loadKoinModules
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import org.koin.core.context.unloadKoinModules
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class PlantDiseaseDetectionActivity : ComponentActivity() {
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override fun onCreate(savedInstanceState: Bundle?) {
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super.onCreate(savedInstanceState)
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// load Module
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loadKoinModules(listOf(cameraModule, diagnosisModule))
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Log.d("KOIN_DEBUG", "✅ cameraModule loaded, yeay 🤗")
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enableEdgeToEdge()
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if (!hasRequiredPermissions()) {
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ActivityCompat.requestPermissions(this, CAMERAX_PERMISSIONS, 0)
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}
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setContent {
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AgrilinkVocproTheme {
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val navController = rememberNavController()
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NavGraph(navController)
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}
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}
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}
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override fun onDestroy() {
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super.onDestroy()
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unloadKoinModules(listOf(cameraModule, diagnosisModule))
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Log.d("KOIN_DEBUG", "🧹 cameraModule unloaded")
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}
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private fun hasRequiredPermissions(): Boolean {
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return CAMERAX_PERMISSIONS.all {
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ContextCompat.checkSelfPermission(
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applicationContext,
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it
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) == PackageManager.PERMISSION_GRANTED
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}
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}
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companion object {
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private val CAMERAX_PERMISSIONS = arrayOf(
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Manifest.permission.CAMERA
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)
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}
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}
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@ -0,0 +1,15 @@
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package com.syaroful.agrilinkvocpro.plant_disease_detection_feature.core.extention
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import android.graphics.Bitmap
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import androidx.core.graphics.createBitmap
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fun cropToSquare(bitmap: Bitmap?): Bitmap {
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if (bitmap == null) {
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return createBitmap(100, 100)
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} else {
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val dimension = minOf(bitmap.width, bitmap.height)
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val xOffset = (bitmap.width - dimension) / 2
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val yOffset = (bitmap.height - dimension) / 2
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return Bitmap.createBitmap(bitmap, xOffset, yOffset, dimension, dimension)
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}
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}
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package com.syaroful.agrilinkvocpro.plant_disease_detection_feature.data.model
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import kotlinx.serialization.Serializable
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@Serializable
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data class GeminiRequest(
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val contents: List<GeminiContent>
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)
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@Serializable
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data class GeminiContent(
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val parts: List<GeminiPart>
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)
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@Serializable
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data class GeminiPart(
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val text: String? = null,
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val inline_data: InlineData? = null
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)
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@Serializable
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data class InlineData(
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val mime_type: String,
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val data: String
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)
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@ -0,0 +1,26 @@
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package com.syaroful.agrilinkvocpro.plant_disease_detection_feature.data.model
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import kotlinx.serialization.Serializable
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@Serializable
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data class GeminiResponse(
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val candidates: List<Candidate>,
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)
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@Serializable
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data class Candidate(
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val avgLogprobs: Double,
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val content: Content,
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val finishReason: String
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)
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@Serializable
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data class Content(
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val parts: List<Part>,
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val role: String
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)
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@Serializable
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data class Part(
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val text: String
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)
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@ -0,0 +1,18 @@
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package com.syaroful.agrilinkvocpro.plant_disease_detection_feature.data.model
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import kotlinx.serialization.Serializable
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@Serializable
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data class PlantDiseaseDetectionResponse(
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val cause: String? = null,
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val description: String? = null,
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val diagnosis: String? = null,
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val prevention: List<String>? = null,
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val treatment: List<Treatment>? = null
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)
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@Serializable
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data class Treatment(
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val description: String? = null,
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val method: String? = null
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)
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@ -0,0 +1,15 @@
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package com.syaroful.agrilinkvocpro.plant_disease_detection_feature.data.network
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import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.data.model.GeminiRequest
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import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.data.model.GeminiResponse
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import retrofit2.http.Body
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import retrofit2.http.POST
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import retrofit2.http.Query
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interface GeminiApiService {
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@POST("v1beta/models/gemini-2.0-flash:generateContent")
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suspend fun detectDisease(
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@Query("key") apiKey: String,
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@Body request: GeminiRequest
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): GeminiResponse
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}
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@ -0,0 +1,7 @@
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package com.syaroful.agrilinkvocpro.plant_disease_detection_feature.data.repository
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import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.data.model.PlantDiseaseDetectionResponse
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interface PlantDiagnosisRepository {
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suspend fun detectDisease(base64Image: String, prompt: String): PlantDiseaseDetectionResponse
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}
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package com.syaroful.agrilinkvocpro.plant_disease_detection_feature.data.repository
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import android.util.Log
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import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.data.model.GeminiContent
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import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.data.model.GeminiPart
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import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.data.model.GeminiRequest
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import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.data.model.InlineData
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import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.data.model.PlantDiseaseDetectionResponse
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import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.data.network.GeminiApiService
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import kotlinx.serialization.json.Json
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class PlantDiagnosisRepositoryImpl(private val api: GeminiApiService) : PlantDiagnosisRepository {
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override suspend fun detectDisease(
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base64Image: String,
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prompt: String
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): PlantDiseaseDetectionResponse {
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val request = GeminiRequest(
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contents = listOf(
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GeminiContent(
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parts = listOf(
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GeminiPart(text = prompt),
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GeminiPart(inline_data = InlineData("image/jpeg", base64Image))
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)
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)
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)
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)
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val response = api.detectDisease(
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apiKey = "AIzaSyDYZHlMfOdFAcTFptWHqhPwIO734VdNUWE", // Ideally use BuildConfig or secure storage
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request = request
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)
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Log.d("PlantDiagnosisRepository", "Response: $response")
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val rawJson = response.candidates.first().content.parts.first().text
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val cleanedJson = rawJson
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.replace("```json", "")
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.replace("```", "")
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.trim()
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return Json.decodeFromString(cleanedJson)
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}
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}
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@ -8,5 +8,5 @@ import org.koin.dsl.module
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val cameraModule = module {
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single<CameraRepository> { CameraRepositoryImpl() }
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viewModel { CameraViewModel(get(), get())}
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viewModel { CameraViewModel(get())}
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}
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package com.syaroful.agrilinkvocpro.plant_disease_detection_feature.di
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import com.jakewharton.retrofit2.converter.kotlinx.serialization.asConverterFactory
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import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.data.network.GeminiApiService
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import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.data.repository.PlantDiagnosisRepository
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import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.data.repository.PlantDiagnosisRepositoryImpl
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import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.presentation.detail.PlantDiagnosisViewModel
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import kotlinx.serialization.ExperimentalSerializationApi
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import kotlinx.serialization.json.Json
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import okhttp3.MediaType.Companion.toMediaType
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import okhttp3.OkHttpClient
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import okhttp3.logging.HttpLoggingInterceptor
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import org.koin.androidx.viewmodel.dsl.viewModel
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import org.koin.dsl.module
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import retrofit2.Retrofit
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@OptIn(ExperimentalSerializationApi::class)
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val diagnosisModule = module {
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single {
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val loggingInterceptor = HttpLoggingInterceptor().apply {
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level = HttpLoggingInterceptor.Level.BODY
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}
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OkHttpClient.Builder()
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.addInterceptor(loggingInterceptor)
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.build()
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}
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single {
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val contentType = "application/json".toMediaType()
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val json = Json {
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ignoreUnknownKeys = true
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}
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Retrofit.Builder()
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.baseUrl("https://generativelanguage.googleapis.com/")
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.client(get()) // ambil OkHttpClient dari Koin
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.addConverterFactory(json.asConverterFactory(contentType))
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.build()
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}
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single<GeminiApiService> {
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get<Retrofit>().create(GeminiApiService::class.java)
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}
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single<PlantDiagnosisRepository> { PlantDiagnosisRepositoryImpl(get()) }
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viewModel { PlantDiagnosisViewModel(get()) }
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}
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package com.syaroful.agrilinkvocpro.plant_disease_detection_feature.navigation
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import androidx.compose.runtime.Composable
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import androidx.navigation.NavHostController
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import androidx.navigation.compose.NavHost
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import androidx.navigation.compose.composable
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import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.presentation.camera.CameraScreen
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import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.presentation.camera.CameraViewModel
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import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.presentation.detail.DetailScreen
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import org.koin.androidx.compose.koinViewModel
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@Composable
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fun NavGraph(navController: NavHostController) {
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val cameraViewModel: CameraViewModel = koinViewModel()
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NavHost(navController, startDestination = "camera_screen") {
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composable("camera_screen") {
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CameraScreen(navController, cameraViewModel)
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}
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composable("detail_screen"){
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DetailScreen(
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cameraViewModel = cameraViewModel,
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onBack = { navController.popBackStack() }
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)
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}
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}
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}
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@ -24,7 +24,6 @@ import androidx.compose.runtime.Composable
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import androidx.compose.runtime.collectAsState
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import androidx.compose.runtime.getValue
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import androidx.compose.runtime.remember
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import androidx.compose.runtime.rememberCoroutineScope
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import androidx.compose.ui.Alignment
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import androidx.compose.ui.Modifier
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import androidx.compose.ui.graphics.Color
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@ -48,12 +47,7 @@ fun CameraScreen(
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val context = LocalContext.current
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val lifecycleOwner = LocalLifecycleOwner.current
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val uiState by viewModel.uiState.collectAsState()
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// val bitmaps by viewModel.bitmaps.collectAsState()
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val bitmap by viewModel.bitmap.collectAsState()
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val scope = rememberCoroutineScope()
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// val scaffoldState = rememberBottomSheetScaffoldState()
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val controller = remember {
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LifecycleCameraController(context).apply {
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@ -16,7 +16,6 @@ private const val TAG = "CameraViewModel"
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class CameraViewModel(
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private val cameraRepository: CameraRepository,
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private val diagnosisViewModel: PlantDiagnosisViewModel
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) : ViewModel() {
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@ -26,7 +25,6 @@ class CameraViewModel(
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private val _bitmap = MutableStateFlow<Bitmap?>(null)
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val bitmap: StateFlow<Bitmap?> = _bitmap
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val prompt = AppConstant().prompt
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fun takePicture(
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controller: LifecycleCameraController,
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|
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package com.syaroful.agrilinkvocpro.plant_disease_detection_feature.presentation.camera.component
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import androidx.compose.foundation.background
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import androidx.compose.foundation.border
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import androidx.compose.foundation.layout.Arrangement
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import androidx.compose.foundation.layout.Box
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import androidx.compose.foundation.layout.Row
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import androidx.compose.foundation.layout.fillMaxWidth
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import androidx.compose.foundation.layout.padding
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import androidx.compose.foundation.layout.size
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import androidx.compose.foundation.shape.CircleShape
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import androidx.compose.material3.Icon
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import androidx.compose.material3.IconButton
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import androidx.compose.material3.MaterialTheme
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import androidx.compose.runtime.Composable
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import androidx.compose.ui.Alignment
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import androidx.compose.ui.Modifier
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import androidx.compose.ui.res.painterResource
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import androidx.compose.ui.tooling.preview.Preview
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import androidx.compose.ui.unit.dp
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import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.R
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import com.syaroful.agrilinkvocpro.ui.theme.MainGreen
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@Composable
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fun CustomCameraShutter(
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modifier: Modifier = Modifier,
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onShutterClick: () -> Unit = {},
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onFlashClick: () -> Unit = {},
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onGalleryClick: () -> Unit = {}
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) {
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Row(
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modifier = modifier
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.fillMaxWidth()
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.padding(horizontal = 44.dp, vertical = 16.dp),
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horizontalArrangement = Arrangement.SpaceBetween,
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verticalAlignment = Alignment.CenterVertically,
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) {
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// Tombol Flash
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IconButton(
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onClick = onFlashClick,
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) {
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Icon(
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modifier = Modifier.size(32.dp),
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painter = painterResource(id = R.drawable.flash),
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contentDescription = "Flash",
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tint = MaterialTheme.colorScheme.onBackground
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)
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}
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IconButton(
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onClick = onShutterClick,
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modifier = Modifier
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.size(72.dp)
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.border(
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width = 1.dp,
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color = MaterialTheme.colorScheme.onBackground,
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shape = CircleShape
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)
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.background(MaterialTheme.colorScheme.onBackground.copy(alpha = 0.1f), shape = CircleShape)
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) {
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Box(
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modifier = Modifier
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.size(56.dp)
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.background(MainGreen, shape = CircleShape)
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)
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}
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|
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IconButton(
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onClick = onGalleryClick,
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|
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) {
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Icon(
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modifier = Modifier.size(32.dp),
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painter = painterResource(id = R.drawable.solar_gallery_broken),
|
||||
contentDescription = "Gallery",
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tint = MaterialTheme.colorScheme.onBackground
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)
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||||
}
|
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}
|
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}
|
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|
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@Preview
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@Composable
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fun CameraShutterPreview() {
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CustomCameraShutter()
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}
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|
|
@ -0,0 +1,253 @@
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package com.syaroful.agrilinkvocpro.plant_disease_detection_feature.presentation.detail
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import androidx.compose.foundation.Image
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import androidx.compose.foundation.background
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import androidx.compose.foundation.layout.Arrangement
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import androidx.compose.foundation.layout.Box
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import androidx.compose.foundation.layout.Column
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import androidx.compose.foundation.layout.fillMaxSize
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import androidx.compose.foundation.layout.fillMaxWidth
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import androidx.compose.foundation.layout.heightIn
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import androidx.compose.foundation.layout.padding
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import androidx.compose.foundation.rememberScrollState
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import androidx.compose.foundation.shape.RoundedCornerShape
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import androidx.compose.foundation.verticalScroll
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import androidx.compose.material.icons.Icons
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import androidx.compose.material.icons.automirrored.filled.ArrowBack
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import androidx.compose.material3.Card
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import androidx.compose.material3.CircularProgressIndicator
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import androidx.compose.material3.ExperimentalMaterial3Api
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import androidx.compose.material3.HorizontalDivider
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import androidx.compose.material3.Icon
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import androidx.compose.material3.IconButton
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import androidx.compose.material3.MaterialTheme
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import androidx.compose.material3.Scaffold
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import androidx.compose.material3.Text
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import androidx.compose.material3.TopAppBar
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import androidx.compose.runtime.Composable
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import androidx.compose.runtime.LaunchedEffect
|
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import androidx.compose.runtime.collectAsState
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import androidx.compose.runtime.getValue
|
||||
import androidx.compose.ui.Alignment
|
||||
import androidx.compose.ui.Modifier
|
||||
import androidx.compose.ui.graphics.Color
|
||||
import androidx.compose.ui.graphics.asImageBitmap
|
||||
import androidx.compose.ui.layout.ContentScale
|
||||
import androidx.compose.ui.res.painterResource
|
||||
import androidx.compose.ui.text.style.TextAlign
|
||||
import androidx.compose.ui.unit.dp
|
||||
import com.syaroful.agrilinkvocpro.R
|
||||
import com.syaroful.agrilinkvocpro.core.components.DefaultErrorComponent
|
||||
import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.core.AppConstant
|
||||
import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.presentation.camera.CameraViewModel
|
||||
import com.syaroful.agrilinkvocpro.ui.theme.MainGreen
|
||||
import org.koin.androidx.compose.koinViewModel
|
||||
|
||||
@OptIn(ExperimentalMaterial3Api::class)
|
||||
@Composable
|
||||
fun DetailScreen(
|
||||
cameraViewModel: CameraViewModel,
|
||||
onBack: () -> Unit = {}
|
||||
) {
|
||||
val diagnosisViewModel: PlantDiagnosisViewModel = koinViewModel()
|
||||
|
||||
val bitmap by cameraViewModel.bitmap.collectAsState()
|
||||
val diagnosisState by diagnosisViewModel.state.collectAsState()
|
||||
|
||||
LaunchedEffect(bitmap) {
|
||||
if (bitmap != null && diagnosisState == null) {
|
||||
diagnosisViewModel.analyzePlant(bitmap = bitmap!!, prompt = AppConstant().prompt)
|
||||
}
|
||||
}
|
||||
|
||||
Scaffold(
|
||||
topBar = {
|
||||
TopAppBar(
|
||||
title = {
|
||||
Text(
|
||||
"Deteksi Penyakit Tanaman",
|
||||
modifier = Modifier.fillMaxWidth(),
|
||||
textAlign = TextAlign.Center
|
||||
)
|
||||
},
|
||||
navigationIcon = {
|
||||
IconButton(onClick = onBack) {
|
||||
Icon(Icons.AutoMirrored.Filled.ArrowBack, contentDescription = "Back")
|
||||
}
|
||||
}
|
||||
)
|
||||
}
|
||||
) { innerPadding ->
|
||||
Box(
|
||||
modifier = Modifier
|
||||
.verticalScroll(rememberScrollState())
|
||||
.fillMaxSize()
|
||||
.padding(innerPadding)
|
||||
.padding(24.dp),
|
||||
contentAlignment = Alignment.TopCenter
|
||||
) {
|
||||
Column(
|
||||
modifier = Modifier.fillMaxSize(),
|
||||
verticalArrangement = Arrangement.spacedBy(
|
||||
10.dp,
|
||||
Alignment.Top
|
||||
)
|
||||
) {
|
||||
bitmap?.let {
|
||||
Card(
|
||||
modifier = Modifier
|
||||
.fillMaxWidth()
|
||||
.heightIn(max = 180.dp),
|
||||
shape = RoundedCornerShape(8.dp),
|
||||
) {
|
||||
Image(
|
||||
bitmap = it.asImageBitmap(),
|
||||
contentDescription = "Gambar Tanaman",
|
||||
contentScale = ContentScale.Crop, // Make image fill the Card
|
||||
)
|
||||
}
|
||||
}
|
||||
when (val result = diagnosisState) {
|
||||
null -> {
|
||||
Box(
|
||||
modifier = Modifier.align(Alignment.CenterHorizontally)
|
||||
) {
|
||||
CircularProgressIndicator(color = MainGreen)
|
||||
}
|
||||
}
|
||||
|
||||
else -> {
|
||||
if (result.isFailure) {
|
||||
DefaultErrorComponent(
|
||||
painter = painterResource(id = R.drawable.mascot_confused),
|
||||
label = "Oops!",
|
||||
message = result.exceptionOrNull()?.message.toString()
|
||||
)
|
||||
} else if (result.isSuccess) {
|
||||
val data = result.getOrNull()
|
||||
if (data?.diagnosis == "Sehat") {
|
||||
Box(
|
||||
modifier = Modifier
|
||||
.background(
|
||||
color = Color.Green,
|
||||
shape = RoundedCornerShape(4.dp)
|
||||
)
|
||||
.padding(vertical = 4.dp, horizontal = 8.dp)
|
||||
) {
|
||||
Text(
|
||||
text = "Tanaman Sehat",
|
||||
color = Color.White,
|
||||
style = MaterialTheme.typography.labelMedium
|
||||
)
|
||||
}
|
||||
} else if (data?.diagnosis != null) {
|
||||
// Tampilkan detail diagnosis
|
||||
Box(
|
||||
modifier = Modifier
|
||||
.background(
|
||||
color = Color.Red,
|
||||
shape = RoundedCornerShape(4.dp)
|
||||
)
|
||||
.padding(vertical = 4.dp, horizontal = 8.dp)
|
||||
) {
|
||||
Text(
|
||||
text = "Terkena Penyakit",
|
||||
color = Color.White,
|
||||
style = MaterialTheme.typography.labelMedium
|
||||
)
|
||||
}
|
||||
Text(
|
||||
text = "Penyakit Terdeteksi :",
|
||||
style = MaterialTheme.typography.bodySmall,
|
||||
color = Color(0xFFFF3D3D)
|
||||
)
|
||||
Text(
|
||||
data.diagnosis ?: "Unknown",
|
||||
style = MaterialTheme.typography.headlineSmall
|
||||
)
|
||||
Text(
|
||||
text = "Penyebab :",
|
||||
style = MaterialTheme.typography.bodySmall,
|
||||
color = Color(0xFFFF3D3D)
|
||||
)
|
||||
Text(
|
||||
data.cause ?: "Unknown",
|
||||
style = MaterialTheme.typography.titleSmall
|
||||
)
|
||||
TextCardComponent(
|
||||
label = "Informasi Umum",
|
||||
) {
|
||||
Text(
|
||||
modifier = Modifier.fillMaxWidth(),
|
||||
text = data.description ?: "Unknown",
|
||||
style = MaterialTheme.typography.bodyMedium
|
||||
)
|
||||
}
|
||||
TextCardComponent(
|
||||
label = "Pengobatan",
|
||||
) {
|
||||
data.treatment?.forEach {
|
||||
Column {
|
||||
Text(
|
||||
it.method ?: "Unknown",
|
||||
style = MaterialTheme.typography.labelLarge
|
||||
)
|
||||
Text(
|
||||
it.description ?: "Unknown",
|
||||
style = MaterialTheme.typography.bodySmall
|
||||
)
|
||||
HorizontalDivider()
|
||||
}
|
||||
}
|
||||
}
|
||||
TextCardComponent(
|
||||
label = "Pencegahan",
|
||||
) {
|
||||
data.prevention?.forEach {
|
||||
Column {
|
||||
Text(
|
||||
it,
|
||||
style = MaterialTheme.typography.bodySmall
|
||||
)
|
||||
HorizontalDivider()
|
||||
}
|
||||
}
|
||||
}
|
||||
} else {
|
||||
Text("Gagal parsing response")
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@Composable
|
||||
fun TextCardComponent(
|
||||
label: String,
|
||||
content: @Composable () -> Unit
|
||||
) {
|
||||
Column(
|
||||
modifier = Modifier
|
||||
.background(
|
||||
color = MaterialTheme.colorScheme.surfaceContainer,
|
||||
shape = RoundedCornerShape(8.dp)
|
||||
)
|
||||
.padding(16.dp),
|
||||
verticalArrangement = Arrangement.spacedBy(
|
||||
10.dp,
|
||||
Alignment.Top
|
||||
),
|
||||
horizontalAlignment = Alignment.Start,
|
||||
) {
|
||||
Text(
|
||||
modifier = Modifier.fillMaxWidth(),
|
||||
text = label,
|
||||
style = MaterialTheme.typography.titleMedium
|
||||
)
|
||||
content()
|
||||
}
|
||||
}
|
||||
|
||||
|
|
@ -0,0 +1,34 @@
|
|||
package com.syaroful.agrilinkvocpro.plant_disease_detection_feature.presentation.detail
|
||||
|
||||
import android.graphics.Bitmap
|
||||
import android.util.Log
|
||||
import androidx.lifecycle.ViewModel
|
||||
import androidx.lifecycle.viewModelScope
|
||||
import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.core.extention.toBase64
|
||||
import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.data.model.PlantDiseaseDetectionResponse
|
||||
import com.syaroful.agrilinkvocpro.plant_disease_detection_feature.data.repository.PlantDiagnosisRepository
|
||||
import kotlinx.coroutines.flow.MutableStateFlow
|
||||
import kotlinx.coroutines.flow.StateFlow
|
||||
import kotlinx.coroutines.launch
|
||||
|
||||
class PlantDiagnosisViewModel(
|
||||
private val repository: PlantDiagnosisRepository
|
||||
) : ViewModel() {
|
||||
private val _state = MutableStateFlow<Result<PlantDiseaseDetectionResponse>?>(null)
|
||||
val state: StateFlow<Result<PlantDiseaseDetectionResponse>?> = _state
|
||||
|
||||
fun analyzePlant(bitmap: Bitmap, prompt: String) {
|
||||
Log.d("PlantDiagnosisViewModel", "analyzePlant() called")
|
||||
viewModelScope.launch {
|
||||
try {
|
||||
val base64 = bitmap.toBase64()
|
||||
val result = repository.detectDisease(prompt = prompt, base64Image = base64)
|
||||
_state.value = Result.success(result)
|
||||
Log.d("PlantDiagnosisViewModel", "Diagnosis result: $result")
|
||||
} catch (e: Exception) {
|
||||
_state.value = Result.failure(e)
|
||||
Log.e("PlantDiagnosisViewModel", "Error during diagnosis", e)
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
Loading…
Reference in New Issue
Block a user