feat: control net

composeApp/src/androidMain/kotlin/moe/uni/comfyKmp/ImagePicker.android.kt

@@ -0,0 +1,59 @@
+package moe.uni.comfyKmp
+
+import android.content.Context
+import android.net.Uri
+import android.provider.OpenableColumns
+import androidx.activity.compose.rememberLauncherForActivityResult
+import androidx.activity.result.PickVisualMediaRequest
+import androidx.activity.result.contract.ActivityResultContracts
+import androidx.compose.runtime.Composable
+import androidx.compose.ui.platform.LocalContext
+
+@Composable
+actual fun rememberImagePickerLauncher(
+    onResult: (PickedImage?) -> Unit
+): () -> Unit {
+    val context = LocalContext.current
+    val launcher = rememberLauncherForActivityResult(
+        contract = ActivityResultContracts.PickVisualMedia()
+    ) { uri: Uri? ->
+        if (uri != null) {
+            val image = readImageFromUri(context, uri)
+            onResult(image)
+        } else {
+            onResult(null)
+        }
+    }
+
+    return {
+        launcher.launch(
+            PickVisualMediaRequest(ActivityResultContracts.PickVisualMedia.ImageOnly)
+        )
+    }
+}
+
+private fun readImageFromUri(context: Context, uri: Uri): PickedImage? {
+    return try {
+        val mimeType = context.contentResolver.getType(uri) ?: "image/png"
+        val filename = getFileName(context, uri) ?: "image_${System.currentTimeMillis()}.png"
+        val bytes = context.contentResolver.openInputStream(uri)?.use {
+            it.readBytes()
+        } ?: return null
+
+        PickedImage(filename, bytes, mimeType)
+    } catch (e: Exception) {
+        e.printStackTrace()
+        null
+    }
+}
+
+private fun getFileName(context: Context, uri: Uri): String? {
+    var name: String? = null
+    context.contentResolver.query(uri, null, null, null, null)?.use { cursor ->
+        val nameIndex = cursor.getColumnIndex(OpenableColumns.DISPLAY_NAME)
+        if (cursor.moveToFirst() && nameIndex >= 0) {
+            name = cursor.getString(nameIndex)
+        }
+    }
+    return name
+}

composeApp/src/commonMain/kotlin/moe/uni/comfyKmp/ImagePicker.kt

@@ -0,0 +1,38 @@
+package moe.uni.comfyKmp
+
+import androidx.compose.runtime.Composable
+
+/**
+ * Represents a picked image with its data
+ */
+data class PickedImage(
+    val filename: String,
+    val bytes: ByteArray,
+    val mimeType: String
+) {
+    override fun equals(other: Any?): Boolean {
+        if (this === other) return true
+        if (other == null || this::class != other::class) return false
+        other as PickedImage
+        return filename == other.filename &&
+                bytes.contentEquals(other.bytes) &&
+                mimeType == other.mimeType
+    }
+
+    override fun hashCode(): Int {
+        var result = filename.hashCode()
+        result = 31 * result + bytes.contentHashCode()
+        result = 31 * result + mimeType.hashCode()
+        return result
+    }
+}
+
+/**
+ * Remembers an image picker launcher for selecting images from gallery
+ * @param onResult Callback with the picked image, or null if cancelled
+ * @return A function to launch the image picker
+ */
+@Composable
+expect fun rememberImagePickerLauncher(
+    onResult: (PickedImage?) -> Unit
+): () -> Unit

composeApp/src/commonMain/kotlin/moe/uni/comfyKmp/data/HistoryUtils.kt

@@ -6,21 +6,28 @@ import kotlinx.serialization.json.JsonObject
 import kotlinx.serialization.json.jsonObject
 import kotlinx.serialization.json.jsonPrimitive
 
-fun extractImagesFromHistory(history: JsonElement): List<ImageRef> {
-    val result = mutableListOf<ImageRef>()
+/**
+ * Extract images from history with their associated node IDs
+ */
+fun extractImagesFromHistoryWithNodeId(history: JsonElement): List<NodeImageRef> {
+    val result = mutableListOf<NodeImageRef>()
     val root = history as? JsonObject ?: return emptyList()
     root.values.forEach { promptEntry ->
         val outputs = promptEntry.jsonObject["outputs"]?.jsonObject ?: return@forEach
-        outputs.values.forEach { nodeOutput ->
+        outputs.forEach { (nodeId, nodeOutput) ->
             val images = nodeOutput.jsonObject["images"] as? JsonArray ?: return@forEach
             images.forEach { img ->
                 val obj = img.jsonObject
                 val filename = obj["filename"]?.jsonPrimitive?.content ?: return@forEach
                 val subfolder = obj["subfolder"]?.jsonPrimitive?.content
                 val type = obj["type"]?.jsonPrimitive?.content
-                result.add(ImageRef(filename, subfolder, type))
+                result.add(NodeImageRef(nodeId, ImageRef(filename, subfolder, type)))
             }
         }
     }
     return result
 }
+
+fun extractImagesFromHistory(history: JsonElement): List<ImageRef> {
+    return extractImagesFromHistoryWithNodeId(history).map { it.imageRef }
+}

composeApp/src/commonMain/kotlin/moe/uni/comfyKmp/data/Models.kt

@@ -50,6 +50,21 @@ data class ImageRef(
     val type: String? = null
 )
 
+/**
+ * Image reference with associated node ID for tracking which node produced the image
+ */
+data class NodeImageRef(
+    val nodeId: String,
+    val imageRef: ImageRef
+)
+
+@Serializable
+data class ImageUploadResponse(
+    val name: String,
+    val subfolder: String = "",
+    val type: String = "input"
+)
+
 @Serializable
 data class WsMessage(
     val type: String,

composeApp/src/commonMain/kotlin/moe/uni/comfyKmp/network/ComfyApiClient.kt

@@ -3,13 +3,18 @@ package moe.uni.comfyKmp.network
 import io.ktor.client.HttpClient
 import io.ktor.client.call.body
 import io.ktor.client.request.delete
+import io.ktor.client.request.forms.formData
+import io.ktor.client.request.forms.submitFormWithBinaryData
 import io.ktor.client.request.get
 import io.ktor.client.request.post
 import io.ktor.client.request.setBody
 import io.ktor.http.ContentType
+import io.ktor.http.Headers
+import io.ktor.http.HttpHeaders
 import io.ktor.http.contentType
 import kotlinx.serialization.json.JsonElement
 import kotlinx.serialization.json.JsonObject
+import moe.uni.comfyKmp.data.ImageUploadResponse
 import moe.uni.comfyKmp.data.PromptRequest
 import moe.uni.comfyKmp.data.PromptResponse
 
@@ -69,4 +74,23 @@ class ComfyApiClient(
     suspend fun getBytes(url: String): ByteArray {
         return httpClient.get(url).body()
     }
+
+    suspend fun uploadImage(
+        baseUrl: String,
+        filename: String,
+        bytes: ByteArray,
+        mimeType: String = "image/png",
+        overwrite: Boolean = true
+    ): ImageUploadResponse {
+        return httpClient.submitFormWithBinaryData(
+            url = "${baseUrl.trimEnd('/')}/upload/image",
+            formData = formData {
+                append("image", bytes, Headers.build {
+                    append(HttpHeaders.ContentType, mimeType)
+                    append(HttpHeaders.ContentDisposition, "filename=\"$filename\"")
+                })
+                append("overwrite", overwrite.toString())
+            }
+        ).body()
+    }
 }

composeApp/src/commonMain/kotlin/moe/uni/comfyKmp/ui/components/NodeCard.kt

@@ -6,6 +6,7 @@ import androidx.compose.animation.core.animateFloatAsState
 import androidx.compose.animation.core.tween
 import androidx.compose.animation.expandVertically
 import androidx.compose.animation.shrinkVertically
+import androidx.compose.foundation.Image
 import androidx.compose.foundation.background
 import androidx.compose.foundation.border
 import androidx.compose.foundation.clickable
@@ -14,16 +15,21 @@ import androidx.compose.foundation.layout.Box
 import androidx.compose.foundation.layout.Column
 import androidx.compose.foundation.layout.PaddingValues
 import androidx.compose.foundation.layout.Row
+import androidx.compose.foundation.layout.Spacer
+import androidx.compose.foundation.layout.fillMaxSize
 import androidx.compose.foundation.layout.fillMaxWidth
 import androidx.compose.foundation.layout.height
 import androidx.compose.foundation.layout.padding
 import androidx.compose.foundation.layout.size
+import androidx.compose.foundation.layout.width
 import androidx.compose.foundation.shape.CircleShape
 import androidx.compose.foundation.shape.RoundedCornerShape
 import androidx.compose.material.icons.Icons
 import androidx.compose.material.icons.filled.Casino
 import androidx.compose.material.icons.filled.ExpandLess
 import androidx.compose.material.icons.filled.ExpandMore
+import androidx.compose.material.icons.filled.Image
+import androidx.compose.material3.CircularProgressIndicator
 import androidx.compose.material3.DropdownMenuItem
 import androidx.compose.material3.ExperimentalMaterial3Api
 import androidx.compose.material3.ExposedDropdownMenuBox
@@ -48,11 +54,15 @@ import androidx.compose.ui.draw.alpha
 import androidx.compose.ui.draw.clip
 import androidx.compose.ui.draw.shadow
 import androidx.compose.ui.graphics.Color
+import androidx.compose.ui.graphics.ImageBitmap
+import androidx.compose.ui.layout.ContentScale
 import androidx.compose.ui.text.style.TextOverflow
 import androidx.compose.ui.unit.dp
 import kotlinx.serialization.json.JsonElement
 import kotlinx.serialization.json.JsonPrimitive
 import kotlinx.serialization.json.contentOrNull
+import kotlinx.serialization.json.floatOrNull
+import kotlinx.serialization.json.intOrNull
 import kotlinx.serialization.json.longOrNull
 import moe.uni.comfyKmp.data.NodeStatus
 import moe.uni.comfyKmp.ui.theme.ComfySpacing
@@ -231,8 +241,13 @@ enum class EditableNodeType {
     CHECKPOINT_LOADER,
     VAE_LOADER,
     LORA_LOADER,
+    CONTROLNET_LOADER,
     CLIP_TEXT_ENCODE,
     EMPTY_LATENT_IMAGE,
+    LOAD_IMAGE,
+    CANNY_PREPROCESSOR,
+    CONTROLNET_APPLY,
+    PREVIEW_IMAGE,
     OTHER
 }
 
@@ -249,12 +264,25 @@ fun detectNodeType(classType: String): EditableNodeType {
         normalized.contains("loraloader") || 
         normalized.contains("lora_loader") ||
         normalized == "load lora" -> EditableNodeType.LORA_LOADER
+        normalized.contains("controlnetloader") ||
+        normalized.contains("controlnet_loader") ||
+        normalized == "load controlnet" -> EditableNodeType.CONTROLNET_LOADER
         normalized.contains("cliptextencode") || 
         normalized.contains("clip_text_encode") ||
         normalized == "clip text encode" -> EditableNodeType.CLIP_TEXT_ENCODE
         normalized.contains("emptylatentimage") ||
         normalized.contains("empty_latent_image") ||
         normalized == "empty latent image" -> EditableNodeType.EMPTY_LATENT_IMAGE
+        normalized.contains("loadimage") ||
+        normalized == "load image" -> EditableNodeType.LOAD_IMAGE
+        normalized.contains("cannyedge") ||
+        (normalized.contains("canny") && normalized.contains("preprocessor")) -> 
+            EditableNodeType.CANNY_PREPROCESSOR
+        normalized.contains("apply controlnet") ||
+        normalized.contains("applycontrolnet") ||
+        normalized.contains("cr apply controlnet") -> EditableNodeType.CONTROLNET_APPLY
+        normalized.contains("previewimage") ||
+        normalized == "preview image" -> EditableNodeType.PREVIEW_IMAGE
         else -> EditableNodeType.OTHER
     }
 }
@@ -264,6 +292,7 @@ fun getModelFolder(nodeType: EditableNodeType): String? {
         EditableNodeType.CHECKPOINT_LOADER -> "checkpoints"
         EditableNodeType.VAE_LOADER -> "vae"
         EditableNodeType.LORA_LOADER -> "loras"
+        EditableNodeType.CONTROLNET_LOADER -> "controlnet"
         else -> null
     }
 }
@@ -278,11 +307,16 @@ fun EditableNodeCard(
     isRandomSeedEnabled: Boolean = false,
     modelOptions: List<String> = emptyList(),
     isLoadingModels: Boolean = false,
+    imagePreview: ImageBitmap? = null,
+    isUploadingImage: Boolean = false,
+    nodeOutputPreview: ImageBitmap? = null,
+    isLoadingNodeOutput: Boolean = false,
     modifier: Modifier = Modifier,
     onInputChange: (field: String, value: JsonElement) -> Unit = { _, _ -> },
     onRandomSeedToggle: (enabled: Boolean) -> Unit = {},
     onRandomizeSeed: () -> Unit = {},
-    onLoadModels: () -> Unit = {}
+    onLoadModels: () -> Unit = {},
+    onSelectImage: () -> Unit = {}
 ) {
     val comfyColors = MaterialTheme.comfyColors
     val nodeType = remember(classType) { detectNodeType(classType) }
@@ -352,8 +386,13 @@ fun EditableNodeCard(
                                     EditableNodeType.CHECKPOINT_LOADER -> "模型"
                                     EditableNodeType.VAE_LOADER -> "VAE"
                                     EditableNodeType.LORA_LOADER -> "LoRA"
+                                    EditableNodeType.CONTROLNET_LOADER -> "ControlNet"
                                     EditableNodeType.CLIP_TEXT_ENCODE -> "提示词"
                                     EditableNodeType.EMPTY_LATENT_IMAGE -> "空潜图"
+                                    EditableNodeType.LOAD_IMAGE -> "图像"
+                                    EditableNodeType.CANNY_PREPROCESSOR -> "Canny边缘"
+                                    EditableNodeType.CONTROLNET_APPLY -> "应用CN"
+                                    EditableNodeType.PREVIEW_IMAGE -> "预览"
                                     else -> ""
                                 },
                                 style = MaterialTheme.typography.labelSmall,
@@ -411,7 +450,8 @@ fun EditableNodeCard(
                         }
                         EditableNodeType.CHECKPOINT_LOADER,
                         EditableNodeType.VAE_LOADER,
-                        EditableNodeType.LORA_LOADER -> {
+                        EditableNodeType.LORA_LOADER,
+                        EditableNodeType.CONTROLNET_LOADER -> {
                             ModelSelector(
                                 nodeType = nodeType,
                                 inputs = inputs,
@@ -433,6 +473,33 @@ fun EditableNodeCard(
                                 onInputChange = onInputChange
                             )
                         }
+                        EditableNodeType.LOAD_IMAGE -> {
+                            LoadImageEditor(
+                                inputs = inputs,
+                                imagePreview = imagePreview,
+                                isUploading = isUploadingImage,
+                                onSelectImage = onSelectImage,
+                                onInputChange = onInputChange
+                            )
+                        }
+                        EditableNodeType.CANNY_PREPROCESSOR -> {
+                            CannyEdgeEditor(
+                                inputs = inputs,
+                                onInputChange = onInputChange
+                            )
+                        }
+                        EditableNodeType.CONTROLNET_APPLY -> {
+                            ControlNetApplyEditor(
+                                inputs = inputs,
+                                onInputChange = onInputChange
+                            )
+                        }
+                        EditableNodeType.PREVIEW_IMAGE -> {
+                            PreviewImageViewer(
+                                outputPreview = nodeOutputPreview,
+                                isLoading = isLoadingNodeOutput
+                            )
+                        }
                         EditableNodeType.OTHER -> {
                             // Show read-only inputs for other node types
                             val previewInputs = inputs.entries
@@ -606,6 +673,7 @@ private fun ModelSelector(
         EditableNodeType.CHECKPOINT_LOADER -> "ckpt_name"
         EditableNodeType.VAE_LOADER -> "vae_name"
         EditableNodeType.LORA_LOADER -> "lora_name"
+        EditableNodeType.CONTROLNET_LOADER -> "control_net_name"
         else -> return
     }
     
@@ -622,6 +690,7 @@ private fun ModelSelector(
                     EditableNodeType.CHECKPOINT_LOADER -> "模型"
                     EditableNodeType.VAE_LOADER -> "VAE"
                     EditableNodeType.LORA_LOADER -> "LoRA"
+                    EditableNodeType.CONTROLNET_LOADER -> "ControlNet"
                     else -> "选择"
                 },
                 style = MaterialTheme.typography.labelMedium,
@@ -876,3 +945,285 @@ private fun PromptEditor(
         )
     }
 }
+
+@Composable
+private fun LoadImageEditor(
+    inputs: Map<String, JsonElement>,
+    imagePreview: ImageBitmap?,
+    isUploading: Boolean,
+    onSelectImage: () -> Unit,
+    onInputChange: (String, JsonElement) -> Unit
+) {
+    val currentImage = inputs["image"]?.let {
+        (it as? JsonPrimitive)?.contentOrNull
+    } ?: ""
+
+    Column(verticalArrangement = Arrangement.spacedBy(ComfySpacing.md)) {
+        Text(
+            text = "图像",
+            style = MaterialTheme.typography.labelMedium,
+            color = MaterialTheme.colorScheme.onSurfaceVariant
+        )
+
+        // 缩略图预览
+        if (imagePreview != null) {
+            Image(
+                bitmap = imagePreview,
+                contentDescription = "预览",
+                modifier = Modifier
+                    .fillMaxWidth()
+                    .height(120.dp)
+                    .clip(RoundedCornerShape(8.dp)),
+                contentScale = ContentScale.Fit
+            )
+        }
+
+        Row(
+            horizontalArrangement = Arrangement.spacedBy(ComfySpacing.sm),
+            verticalAlignment = Alignment.CenterVertically
+        ) {
+            Text(
+                text = currentImage.ifEmpty { "未选择图片" },
+                style = MaterialTheme.typography.bodyMedium,
+                color = MaterialTheme.colorScheme.onSurface,
+                maxLines = 1,
+                overflow = TextOverflow.Ellipsis,
+                modifier = Modifier.weight(1f)
+            )
+
+            FilledTonalButton(
+                onClick = onSelectImage,
+                enabled = !isUploading,
+                contentPadding = PaddingValues(horizontal = ComfySpacing.md)
+            ) {
+                if (isUploading) {
+                    CircularProgressIndicator(
+                        modifier = Modifier.size(16.dp),
+                        strokeWidth = 2.dp
+                    )
+                    Spacer(Modifier.width(8.dp))
+                    Text("上传中...")
+                } else {
+                    Icon(
+                        imageVector = Icons.Default.Image,
+                        contentDescription = null,
+                        modifier = Modifier.size(18.dp)
+                    )
+                    Spacer(Modifier.width(4.dp))
+                    Text("选择图片")
+                }
+            }
+        }
+    }
+}
+
+@Composable
+private fun CannyEdgeEditor(
+    inputs: Map<String, JsonElement>,
+    onInputChange: (String, JsonElement) -> Unit
+) {
+    val lowThreshold = inputs["low_threshold"]?.let {
+        (it as? JsonPrimitive)?.intOrNull
+    } ?: 100
+    val highThreshold = inputs["high_threshold"]?.let {
+        (it as? JsonPrimitive)?.intOrNull
+    } ?: 200
+    val resolution = inputs["resolution"]?.let {
+        (it as? JsonPrimitive)?.contentOrNull
+    } ?: "512"
+
+    Column(verticalArrangement = Arrangement.spacedBy(ComfySpacing.md)) {
+        // Low Threshold Slider
+        Column(verticalArrangement = Arrangement.spacedBy(ComfySpacing.sm)) {
+            Row(
+                modifier = Modifier.fillMaxWidth(),
+                horizontalArrangement = Arrangement.SpaceBetween
+            ) {
+                Text(
+                    text = "低阈值",
+                    style = MaterialTheme.typography.labelMedium,
+                    color = MaterialTheme.colorScheme.onSurfaceVariant
+                )
+                Text(
+                    text = lowThreshold.toString(),
+                    style = MaterialTheme.typography.labelLarge,
+                    color = MaterialTheme.colorScheme.primary
+                )
+            }
+            Slider(
+                value = lowThreshold.toFloat(),
+                onValueChange = {
+                    onInputChange("low_threshold", JsonPrimitive(it.toInt()))
+                },
+                valueRange = 0f..255f,
+                modifier = Modifier.fillMaxWidth()
+            )
+        }
+
+        // High Threshold Slider
+        Column(verticalArrangement = Arrangement.spacedBy(ComfySpacing.sm)) {
+            Row(
+                modifier = Modifier.fillMaxWidth(),
+                horizontalArrangement = Arrangement.SpaceBetween
+            ) {
+                Text(
+                    text = "高阈值",
+                    style = MaterialTheme.typography.labelMedium,
+                    color = MaterialTheme.colorScheme.onSurfaceVariant
+                )
+                Text(
+                    text = highThreshold.toString(),
+                    style = MaterialTheme.typography.labelLarge,
+                    color = MaterialTheme.colorScheme.primary
+                )
+            }
+            Slider(
+                value = highThreshold.toFloat(),
+                onValueChange = {
+                    onInputChange("high_threshold", JsonPrimitive(it.toInt()))
+                },
+                valueRange = 0f..255f,
+                modifier = Modifier.fillMaxWidth()
+            )
+        }
+
+        // Resolution TextField
+        Column(verticalArrangement = Arrangement.spacedBy(ComfySpacing.xs)) {
+            Text(
+                text = "分辨率",
+                style = MaterialTheme.typography.labelMedium,
+                color = MaterialTheme.colorScheme.onSurfaceVariant
+            )
+            OutlinedTextField(
+                value = resolution,
+                onValueChange = { newValue ->
+                    newValue.toIntOrNull()?.let {
+                        onInputChange("resolution", JsonPrimitive(it))
+                    }
+                },
+                modifier = Modifier.fillMaxWidth(),
+                singleLine = true,
+                shape = RoundedCornerShape(12.dp),
+                placeholder = { Text("如 512") }
+            )
+        }
+    }
+}
+
+@Composable
+private fun ControlNetApplyEditor(
+    inputs: Map<String, JsonElement>,
+    onInputChange: (String, JsonElement) -> Unit
+) {
+    val switchValue = inputs["switch"]?.let {
+        (it as? JsonPrimitive)?.contentOrNull
+    } ?: "On"
+    val strength = inputs["strength"]?.let {
+        (it as? JsonPrimitive)?.floatOrNull
+    } ?: 1.0f
+
+    Column(verticalArrangement = Arrangement.spacedBy(ComfySpacing.md)) {
+        // Switch toggle
+        Row(
+            modifier = Modifier.fillMaxWidth(),
+            horizontalArrangement = Arrangement.SpaceBetween,
+            verticalAlignment = Alignment.CenterVertically
+        ) {
+            Text(
+                text = "启用",
+                style = MaterialTheme.typography.labelMedium,
+                color = MaterialTheme.colorScheme.onSurfaceVariant
+            )
+            Switch(
+                checked = switchValue == "On",
+                onCheckedChange = { enabled ->
+                    onInputChange("switch", JsonPrimitive(if (enabled) "On" else "Off"))
+                }
+            )
+        }
+
+        // Strength slider
+        Column(verticalArrangement = Arrangement.spacedBy(ComfySpacing.sm)) {
+            Row(
+                modifier = Modifier.fillMaxWidth(),
+                horizontalArrangement = Arrangement.SpaceBetween
+            ) {
+                Text(
+                    text = "强度",
+                    style = MaterialTheme.typography.labelMedium,
+                    color = MaterialTheme.colorScheme.onSurfaceVariant
+                )
+                Text(
+                    text = formatTwoDecimals(strength),
+                    style = MaterialTheme.typography.labelLarge,
+                    color = MaterialTheme.colorScheme.primary
+                )
+            }
+            Slider(
+                value = strength,
+                onValueChange = {
+                    onInputChange("strength", JsonPrimitive(it.toDouble()))
+                },
+                valueRange = 0f..2f,
+                modifier = Modifier.fillMaxWidth()
+            )
+        }
+    }
+}
+
+@Composable
+private fun PreviewImageViewer(
+    outputPreview: ImageBitmap?,
+    isLoading: Boolean
+) {
+    Column(verticalArrangement = Arrangement.spacedBy(ComfySpacing.sm)) {
+        Text(
+            text = "预览输出",
+            style = MaterialTheme.typography.labelMedium,
+            color = MaterialTheme.colorScheme.onSurfaceVariant
+        )
+        
+        Box(
+            modifier = Modifier
+                .fillMaxWidth()
+                .height(200.dp)
+                .clip(RoundedCornerShape(8.dp))
+                .background(MaterialTheme.colorScheme.surfaceVariant),
+            contentAlignment = Alignment.Center
+        ) {
+            when {
+                outputPreview != null -> {
+                    Image(
+                        bitmap = outputPreview,
+                        contentDescription = "预览输出",
+                        modifier = Modifier.fillMaxSize(),
+                        contentScale = ContentScale.Fit
+                    )
+                }
+                isLoading -> {
+                    Column(
+                        horizontalAlignment = Alignment.CenterHorizontally,
+                        verticalArrangement = Arrangement.spacedBy(ComfySpacing.sm)
+                    ) {
+                        CircularProgressIndicator(
+                            modifier = Modifier.size(24.dp),
+                            strokeWidth = 2.dp
+                        )
+                        Text(
+                            text = "加载中...",
+                            style = MaterialTheme.typography.bodySmall,
+                            color = MaterialTheme.colorScheme.onSurfaceVariant
+                        )
+                    }
+                }
+                else -> {
+                    Text(
+                        text = "等待执行...",
+                        style = MaterialTheme.typography.bodyMedium,
+                        color = MaterialTheme.colorScheme.onSurfaceVariant
+                    )
+                }
+            }
+        }
+    }
+}

composeApp/src/commonMain/kotlin/moe/uni/comfyKmp/ui/screens/WorkflowRunScreen.kt

@@ -45,6 +45,7 @@ import androidx.compose.runtime.Composable
 import androidx.compose.runtime.LaunchedEffect
 import androidx.compose.runtime.getValue
 import androidx.compose.runtime.mutableStateOf
+import androidx.compose.runtime.remember
 import androidx.compose.runtime.setValue
 import androidx.compose.ui.Alignment
 import androidx.compose.ui.Modifier
@@ -75,15 +76,18 @@ import kotlinx.serialization.json.jsonPrimitive
 import moe.uni.comfyKmp.data.ComfyJson
 import moe.uni.comfyKmp.data.ImageRef
 import moe.uni.comfyKmp.data.NodeExecutionState
+import moe.uni.comfyKmp.data.NodeImageRef
 import moe.uni.comfyKmp.data.NodeStatus
 import moe.uni.comfyKmp.data.PromptRequest
-import moe.uni.comfyKmp.data.extractImagesFromHistory
+import moe.uni.comfyKmp.data.extractImagesFromHistoryWithNodeId
 import moe.uni.comfyKmp.data.extractPromptObject
 import moe.uni.comfyKmp.data.parsePromptNodes
 import moe.uni.comfyKmp.data.saveCoverImage
 import moe.uni.comfyKmp.data.saveImageToGallery
 import moe.uni.comfyKmp.data.updateNodeInput
 import moe.uni.comfyKmp.di.LocalAppContainer
+import moe.uni.comfyKmp.PickedImage
+import moe.uni.comfyKmp.rememberImagePickerLauncher
 import moe.uni.comfyKmp.network.ComfyApiClient
 import moe.uni.comfyKmp.network.ComfyWebSocketClient
 import moe.uni.comfyKmp.network.WsConnectionStatus
@@ -173,6 +177,17 @@ private fun CompactWorkflowRunLayout(
     )
     val sheetPeekHeight = 120.dp
 
+    // Image picker state
+    var pendingImageNodeId by remember { mutableStateOf<String?>(null) }
+    val launchImagePicker = rememberImagePickerLauncher { pickedImage ->
+        pendingImageNodeId?.let { nodeId ->
+            if (pickedImage != null) {
+                model.onImageSelected(nodeId, pickedImage)
+            }
+        }
+        pendingImageNodeId = null
+    }
+
     BoxWithConstraints(modifier = Modifier.fillMaxSize()) {
         val density = LocalDensity.current
         val layoutHeightPx = with(density) { maxHeight.toPx() }
@@ -212,10 +227,18 @@ private fun CompactWorkflowRunLayout(
                     randomSeedNodes = model.randomSeedNodes,
                     modelChoices = model.modelChoices,
                     loadingModels = model.loadingModels,
+                    uploadingImageNodes = model.uploadingImageNodes,
+                    uploadedImagePreviews = model.uploadedImagePreviews,
+                    nodeOutputPreviews = model.nodeOutputPreviews,
+                    isLoadingNodeOutputs = model.running,
                     onInputChange = { nodeId, field, value -> model.updateNodeInput(nodeId, field, value) },
                     onRandomSeedToggle = { nodeId, enabled -> model.setRandomSeedMode(nodeId, enabled) },
                     onRandomizeSeed = { nodeId -> model.randomizeSeed(nodeId) },
                     onLoadModels = { nodeId -> model.loadModelsForNode(nodeId) },
+                    onSelectImage = { nodeId ->
+                        pendingImageNodeId = nodeId
+                        launchImagePicker()
+                    },
                     modifier = Modifier.navigationBarsPadding()
                 )
             },
@@ -381,6 +404,17 @@ private fun ExpandedNodeListPanel(
     comfyColors: moe.uni.comfyKmp.ui.theme.ComfyExtendedColors,
     modifier: Modifier = Modifier
 ) {
+    // Image picker state
+    var pendingImageNodeId by remember { mutableStateOf<String?>(null) }
+    val launchImagePicker = rememberImagePickerLauncher { pickedImage ->
+        pendingImageNodeId?.let { nodeId ->
+            if (pickedImage != null) {
+                model.onImageSelected(nodeId, pickedImage)
+            }
+        }
+        pendingImageNodeId = null
+    }
+
     Column(
         modifier = modifier
             .background(comfyColors.cardBackground)
@@ -418,6 +452,10 @@ private fun ExpandedNodeListPanel(
                     isRandomSeedEnabled = model.randomSeedNodes.contains(node.nodeId),
                     modelOptions = model.modelChoices[node.nodeId] ?: emptyList(),
                     isLoadingModels = model.loadingModels.contains(node.nodeId),
+                    imagePreview = model.uploadedImagePreviews[node.nodeId],
+                    isUploadingImage = model.uploadingImageNodes.contains(node.nodeId),
+                    nodeOutputPreview = model.nodeOutputPreviews[node.nodeId],
+                    isLoadingNodeOutput = model.running && model.nodeOutputPreviews[node.nodeId] == null,
                     onInputChange = { field, value -> 
                         model.updateNodeInput(node.nodeId, field, value) 
                     },
@@ -425,7 +463,11 @@ private fun ExpandedNodeListPanel(
                         model.setRandomSeedMode(node.nodeId, enabled) 
                     },
                     onRandomizeSeed = { model.randomizeSeed(node.nodeId) },
-                    onLoadModels = { model.loadModelsForNode(node.nodeId) }
+                    onLoadModels = { model.loadModelsForNode(node.nodeId) },
+                    onSelectImage = {
+                        pendingImageNodeId = node.nodeId
+                        launchImagePicker()
+                    }
                 )
             }
         }
@@ -522,10 +564,15 @@ private fun NodeListSheet(
     randomSeedNodes: Set<String>,
     modelChoices: Map<String, List<String>>,
     loadingModels: Set<String>,
+    uploadingImageNodes: Set<String>,
+    uploadedImagePreviews: Map<String, ImageBitmap>,
+    nodeOutputPreviews: Map<String, ImageBitmap>,
+    isLoadingNodeOutputs: Boolean,
     onInputChange: (nodeId: String, field: String, value: JsonElement) -> Unit,
     onRandomSeedToggle: (nodeId: String, enabled: Boolean) -> Unit,
     onRandomizeSeed: (nodeId: String) -> Unit,
     onLoadModels: (nodeId: String) -> Unit,
+    onSelectImage: (nodeId: String) -> Unit,
     modifier: Modifier = Modifier
 ) {
     LazyColumn(
@@ -546,10 +593,15 @@ private fun NodeListSheet(
                 isRandomSeedEnabled = randomSeedNodes.contains(node.nodeId),
                 modelOptions = modelChoices[node.nodeId] ?: emptyList(),
                 isLoadingModels = loadingModels.contains(node.nodeId),
+                imagePreview = uploadedImagePreviews[node.nodeId],
+                isUploadingImage = uploadingImageNodes.contains(node.nodeId),
+                nodeOutputPreview = nodeOutputPreviews[node.nodeId],
+                isLoadingNodeOutput = isLoadingNodeOutputs && nodeOutputPreviews[node.nodeId] == null,
                 onInputChange = { field, value -> onInputChange(node.nodeId, field, value) },
                 onRandomSeedToggle = { enabled -> onRandomSeedToggle(node.nodeId, enabled) },
                 onRandomizeSeed = { onRandomizeSeed(node.nodeId) },
-                onLoadModels = { onLoadModels(node.nodeId) }
+                onLoadModels = { onLoadModels(node.nodeId) },
+                onSelectImage = { onSelectImage(node.nodeId) }
             )
         }
     }
@@ -597,8 +649,18 @@ private class WorkflowRunScreenModel(
     var loadingModels by mutableStateOf<Set<String>>(emptySet())
         private set
     
+    // Image upload state
+    var uploadingImageNodes by mutableStateOf<Set<String>>(emptySet())
+        private set
+    var uploadedImagePreviews by mutableStateOf<Map<String, ImageBitmap>>(emptyMap())
+        private set
+    
+    // Node output preview images (for PreviewImage nodes)
+    var nodeOutputPreviews by mutableStateOf<Map<String, ImageBitmap>>(emptyMap())
+        private set
+    
     private var promptId by mutableStateOf<String?>(null)
-    private var imageRefs by mutableStateOf<List<ImageRef>>(emptyList())
+    private var nodeImageRefs by mutableStateOf<List<NodeImageRef>>(emptyList())
     private var imageBitmaps by mutableStateOf<Map<String, ImageBitmap>>(emptyMap())
     private var imageBytes by mutableStateOf<Map<String, ByteArray>>(emptyMap())
     private var isLoadingImages by mutableStateOf(false)
@@ -607,12 +669,23 @@ private class WorkflowRunScreenModel(
     private var wsStateJob: Job? = null
     
     val galleryImages: List<GalleryImage>
-        get() = imageRefs.map { ref ->
-            GalleryImage(
-                filename = ref.filename,
-                bitmap = imageBitmaps[ref.filename],
-                isLoading = isLoadingImages && !imageBitmaps.containsKey(ref.filename)
-            )
+        get() {
+            // Filter out PreviewImage nodes, only show SaveImage outputs in gallery
+            val previewNodeIds = nodeStates
+                .filter { detectNodeType(it.classType) == EditableNodeType.PREVIEW_IMAGE }
+                .map { it.nodeId }
+                .toSet()
+            
+            return nodeImageRefs
+                .filter { it.nodeId !in previewNodeIds }
+                .map { nodeRef ->
+                    val ref = nodeRef.imageRef
+                    GalleryImage(
+                        filename = ref.filename,
+                        bitmap = imageBitmaps[ref.filename],
+                        isLoading = isLoadingImages && !imageBitmaps.containsKey(ref.filename)
+                    )
+                }
         }
 
     val orderedNodeStates: List<NodeExecutionState>
@@ -634,7 +707,8 @@ private class WorkflowRunScreenModel(
     }
 
     fun getPreviewImage(index: Int): PreviewImage? {
-        val ref = imageRefs.getOrNull(index) ?: return null
+        val galleryRefs = getGalleryImageRefs()
+        val ref = galleryRefs.getOrNull(index) ?: return null
         val bytes = imageBytes[ref.filename] ?: return null
         return PreviewImage(ref.filename, bytes)
     }
@@ -707,6 +781,30 @@ private class WorkflowRunScreenModel(
         }.map { it.nodeId }
         modelNodeIds.forEach { loadModelsForNode(it) }
     }
+
+    fun onImageSelected(nodeId: String, pickedImage: PickedImage) {
+        screenModelScope.launch {
+            uploadingImageNodes = uploadingImageNodes + nodeId
+            try {
+                val response = apiClient.uploadImage(
+                    baseUrl = baseUrl,
+                    filename = pickedImage.filename,
+                    bytes = pickedImage.bytes,
+                    mimeType = pickedImage.mimeType
+                )
+                
+                updateNodeInput(nodeId, "image", JsonPrimitive(response.name))
+                
+                val bitmap = pickedImage.bytes.decodeToImageBitmap()
+                uploadedImagePreviews = uploadedImagePreviews + (nodeId to bitmap)
+                
+            } catch (e: Exception) {
+                onToast("图片上传失败: ${e.message}")
+            } finally {
+                uploadingImageNodes = uploadingImageNodes - nodeId
+            }
+        }
+    }
     
     private fun scheduleSave() {
         saveJob?.cancel()
@@ -947,9 +1045,9 @@ private class WorkflowRunScreenModel(
         screenModelScope.launch {
             try {
                 val history = apiClient.getHistory(baseUrl, id)
-                val newRefs = extractImagesFromHistory(history)
-                if (newRefs.isNotEmpty() && newRefs != imageRefs) {
-                    imageRefs = newRefs
+                val newRefs = extractImagesFromHistoryWithNodeId(history)
+                if (newRefs.isNotEmpty() && newRefs != nodeImageRefs) {
+                    nodeImageRefs = newRefs
                     loadImages()
                 }
             } catch (e: Exception) {
@@ -960,7 +1058,15 @@ private class WorkflowRunScreenModel(
     
     private fun loadImages() {
         isLoadingImages = true
-        imageRefs.forEach { ref ->
+        
+        // Get PreviewImage node IDs
+        val previewNodeIds = nodeStates
+            .filter { detectNodeType(it.classType) == EditableNodeType.PREVIEW_IMAGE }
+            .map { it.nodeId }
+            .toSet()
+        
+        nodeImageRefs.forEach { nodeRef ->
+            val ref = nodeRef.imageRef
             if (!imageBitmaps.containsKey(ref.filename)) {
                 screenModelScope.launch {
                     try {
@@ -969,11 +1075,16 @@ private class WorkflowRunScreenModel(
                         imageBytes = imageBytes + (ref.filename to bytes)
                         val bitmap = bytes.decodeToImageBitmap()
                         imageBitmaps = imageBitmaps + (ref.filename to bitmap)
+                        
+                        // If this is a PreviewImage node, update nodeOutputPreviews
+                        if (nodeRef.nodeId in previewNodeIds) {
+                            nodeOutputPreviews = nodeOutputPreviews + (nodeRef.nodeId to bitmap)
+                        }
                     } catch (e: Exception) {
                         // Image loading failed
                     } finally {
                         // Check if all images are loaded
-                        if (imageBitmaps.size >= imageRefs.size) {
+                        if (imageBitmaps.size >= nodeImageRefs.size) {
                             isLoadingImages = false
                         }
                     }
@@ -981,13 +1092,14 @@ private class WorkflowRunScreenModel(
             }
         }
         // If all images are already cached
-        if (imageRefs.all { imageBitmaps.containsKey(it.filename) }) {
+        if (nodeImageRefs.all { imageBitmaps.containsKey(it.imageRef.filename) }) {
             isLoadingImages = false
         }
     }
     
     fun saveImage(index: Int) {
-        val ref = imageRefs.getOrNull(index) ?: return
+        val galleryRefs = getGalleryImageRefs()
+        val ref = galleryRefs.getOrNull(index) ?: return
         val bytes = imageBytes[ref.filename] ?: return
         screenModelScope.launch {
             try {
@@ -1000,7 +1112,8 @@ private class WorkflowRunScreenModel(
     }
     
     fun setCoverImage(index: Int) {
-        val ref = imageRefs.getOrNull(index) ?: return
+        val galleryRefs = getGalleryImageRefs()
+        val ref = galleryRefs.getOrNull(index) ?: return
         val bytes = imageBytes[ref.filename] ?: return
         val current = workflow ?: return
         
@@ -1014,6 +1127,16 @@ private class WorkflowRunScreenModel(
         workflow = updated
         onToast("已设置为封面")
     }
+    
+    private fun getGalleryImageRefs(): List<ImageRef> {
+        val previewNodeIds = nodeStates
+            .filter { detectNodeType(it.classType) == EditableNodeType.PREVIEW_IMAGE }
+            .map { it.nodeId }
+            .toSet()
+        return nodeImageRefs
+            .filter { it.nodeId !in previewNodeIds }
+            .map { it.imageRef }
+    }
 
     private fun updateNodeStatus(nodeId: String, status: NodeStatus) {
         nodeStates = nodeStates.map { state ->

composeApp/src/iosMain/kotlin/moe/uni/comfyKmp/ImagePicker.ios.kt

@@ -0,0 +1,99 @@
+package moe.uni.comfyKmp
+
+import androidx.compose.runtime.Composable
+import androidx.compose.runtime.remember
+import androidx.compose.runtime.rememberUpdatedState
+import kotlinx.cinterop.ExperimentalForeignApi
+import kotlinx.cinterop.refTo
+import platform.Foundation.NSData
+import platform.Foundation.NSDate
+import platform.Foundation.timeIntervalSince1970
+import platform.PhotosUI.PHPickerConfiguration
+import platform.PhotosUI.PHPickerFilter
+import platform.PhotosUI.PHPickerResult
+import platform.PhotosUI.PHPickerViewController
+import platform.PhotosUI.PHPickerViewControllerDelegateProtocol
+import platform.UIKit.UIApplication
+import platform.UIKit.UIViewController
+import platform.UIKit.UIWindow
+import platform.UniformTypeIdentifiers.UTTypeImage
+import platform.darwin.NSObject
+import platform.posix.memcpy
+
+@Composable
+actual fun rememberImagePickerLauncher(
+    onResult: (PickedImage?) -> Unit
+): () -> Unit {
+    val onResultState = rememberUpdatedState(onResult)
+    val controller = remember {
+        IosImagePickerController { image ->
+            onResultState.value(image)
+        }
+    }
+    return { controller.launch() }
+}
+
+private class IosImagePickerController(
+    private val onResult: (PickedImage?) -> Unit
+) : NSObject(), PHPickerViewControllerDelegateProtocol {
+
+    fun launch() {
+        val presenter = currentPresenter()
+        if (presenter == null) {
+            onResult(null)
+            return
+        }
+
+        val config = PHPickerConfiguration().apply {
+            filter = PHPickerFilter.imagesFilter
+            selectionLimit = 1
+        }
+
+        val picker = PHPickerViewController(configuration = config)
+        picker.delegate = this
+        presenter.presentViewController(picker, animated = true, completion = null)
+    }
+
+    override fun picker(picker: PHPickerViewController, didFinishPicking: List<*>) {
+        picker.dismissViewControllerAnimated(true, completion = null)
+
+        val result = didFinishPicking.firstOrNull() as? PHPickerResult
+        if (result == null) {
+            onResult(null)
+            return
+        }
+
+        result.itemProvider.loadDataRepresentationForTypeIdentifier(
+            typeIdentifier = UTTypeImage.identifier
+        ) { data, error ->
+            if (data != null && error == null) {
+                val bytes = data.toByteArray()
+                val timestamp = NSDate().timeIntervalSince1970.toLong()
+                val filename = "image_$timestamp.png"
+                onResult(PickedImage(filename, bytes, "image/png"))
+            } else {
+                onResult(null)
+            }
+        }
+    }
+}
+
+private fun currentPresenter(): UIViewController? {
+    val app = UIApplication.sharedApplication
+    val window = (app.keyWindow ?: app.windows.firstOrNull()) as? UIWindow
+    var controller = window?.rootViewController
+    while (controller?.presentedViewController != null) {
+        controller = controller.presentedViewController
+    }
+    return controller
+}
+
+@OptIn(ExperimentalForeignApi::class)
+private fun NSData.toByteArray(): ByteArray {
+    val size = length.toInt()
+    val bytes = ByteArray(size)
+    if (size > 0) {
+        memcpy(bytes.refTo(0), this.bytes, length)
+    }
+    return bytes
+}