Alibaba Cloud Model Studio：Wan 2.6 - referensi API untuk pembuatan dan pengeditan gambar

Contoh permintaan

import os
import dashscope
from dashscope.aigc.image_generation import ImageGeneration
from dashscope.api_entities.dashscope_response import Message

# Berikut ini adalah base_url untuk wilayah Singapura. base_url berbeda-beda tergantung wilayah.
dashscope.base_http_api_url = 'https://dashscope-intl.aliyuncs.com/api/v1'

# Jika Anda belum mengonfigurasi variabel lingkungan, ganti baris berikut dengan Kunci API Model Studio Anda: api_key="sk-xxx"
# Kunci API berbeda-beda tergantung wilayah. Untuk mendapatkan Kunci API, lihat https://www.alibabacloud.com/help/zh/model-studio/get-api-key
api_key = os.getenv("DASHSCOPE_API_KEY")

message = Message(
    role="user",
    # File lokal didukung, contohnya, "image": "file://umbrella1.png"
    content=[
        {
            "text": "Generate an image of scrambled eggs with tomatoes using the style of image 1 and the background of image 2"
        },
        {
            "image": "https://cdn.wanx.aliyuncs.com/tmp/pressure/umbrella1.png"
        },
        {
            "image": "https://img.alicdn.com/imgextra/i3/O1CN01SfG4J41UYn9WNt4X1_!!6000000002530-49-tps-1696-960.webp"
        }
    ]
)
print("----sync call, please wait a moment----")
rsp = ImageGeneration.call(
        model='wan2.6-image',
        api_key=api_key,
        messages=[message],
        negative_prompt="",
        prompt_extend=True,
        watermark=False,
        n=1,
        enable_interleave=False,
        size="1280*1280"
    )

print(rsp)

Contoh respons

Tautan berlaku selama 24 jam. Unduh gambar segera.

{
    "status_code": 200,
    "request_id": "b6a4c68d-3a91-4018-ae96-3cf373xxxxxx",
    "code": "",
    "message": "",
    "output": {
        "text": null,
        "finish_reason": null,
        "choices": [
            {
                "finish_reason": "stop",
                "message": {
                    "role": "assistant",
                    "content": [
                        {
                            "image": "https://dashscope-result-bj.oss-cn-beijing.aliyuncs.com/xxxxxx.png?Expires=xxxxxx",
                            "type": "image"
                        }
                    ]
                }
            }
        ],
        "audio": null,
        "finished": true
    },
    "usage": {
        "input_tokens": 0,
        "output_tokens": 0,
        "characters": 0,
        "image_count": 1,
        "size": "1280*1280",
        "total_tokens": 0
    }
}

Contoh permintaan

import os
import dashscope
from dashscope.aigc.image_generation import ImageGeneration
from dashscope.api_entities.dashscope_response import Message
from http import HTTPStatus

# Berikut ini adalah base_url untuk wilayah Singapura. base_url berbeda-beda tergantung wilayah.
dashscope.base_http_api_url = 'https://dashscope-intl.aliyuncs.com/api/v1'

# Jika Anda belum mengonfigurasi variabel lingkungan, ganti baris berikut dengan Kunci API Model Studio Anda: api_key="sk-xxx"
# Kunci API berbeda-beda tergantung wilayah. Untuk mendapatkan Kunci API, lihat https://www.alibabacloud.com/help/zh/model-studio/get-api-key
api_key = os.getenv("DASHSCOPE_API_KEY")

# Buat tugas asinkron
def create_async_task():
    print("Creating async task...")
    message = Message(
        role="user",
        content=[
            {'text': 'Generate an image of scrambled eggs with tomatoes using the style of image 1 and the background of image 2'},
            {'image': 'https://cdn.wanx.aliyuncs.com/tmp/pressure/umbrella1.png'},
            {'image': 'https://img.alicdn.com/imgextra/i3/O1CN01SfG4J41UYn9WNt4X1_!!6000000002530-49-tps-1696-960.webp'}
        ]
    )
    response = ImageGeneration.async_call(
        model="wan2.6-image",
        api_key=api_key,
        messages=[message],
        negative_prompt="",
        prompt_extend=True,
        watermark=False,
        n=1,
        enable_interleave=False,
        size="1280*1280"
    )
    
    if response.status_code == 200:
        print("Task created successfully:", response)
        return response  # Kembalikan ID tugas
    else:
        raise Exception(f"Failed to create task: {response.code} - {response.message}")

# Tunggu hingga tugas selesai
def wait_for_completion(task_response):
    print("Waiting for task completion...")
    status = ImageGeneration.wait(task=task_response, api_key=api_key)
    
    if status.output.task_status == "SUCCEEDED":
        print("Task succeeded!")
        print("Response:", status)
    else:
        raise Exception(f"Task failed with status: {status.output.task_status}")

# Ambil informasi tugas
def fetch_task_status(task):
    print("Fetching task status...")
    status = ImageGeneration.fetch(task=task, api_key=api_key)
    
    if status.status_code == HTTPStatus.OK:
        print("Task status:", status.output.task_status)
        print("Response details:", status)
    else:
        print(f"Failed to fetch status: {status.code} - {status.message}")

# Batalkan tugas asinkron
def cancel_task(task):
    print("Canceling task...")
    response = ImageGeneration.cancel(task=task, api_key=api_key)
    
    if response.status_code == HTTPStatus.OK:
        print("Task canceled successfully:", response.output.task_status)
    else:
        print(f"Failed to cancel task: {response.code} - {response.message}")

# Alur eksekusi utama
if __name__ == "__main__":
    task = create_async_task()
    wait_for_completion(task)

{
    "status_code": 200,
    "request_id": "4fb3050f-de57-4a24-84ff-e37ee5xxxxxx",
    "code": "",
    "message": "",
    "output": {
        "text": null,
        "finish_reason": null,
        "choices": null,
        "audio": null,
        "task_id": "127ec645-118f-4884-955d-0eba8dxxxxxx",
        "task_status": "PENDING"
    },
    "usage": {
        "input_tokens": 0,
        "output_tokens": 0,
        "characters": 0
    }
}

2. Contoh respons saat menanyakan hasil tugas

Tautan berlaku selama 24 jam. Unduh gambar segera.

{
    "status_code": 200,
    "request_id": "b2a7fab4-5e00-4b0a-86fe-8b9964xxxxxx",
    "code": null,
    "message": "",
    "output": {
        "text": null,
        "finish_reason": null,
        "choices": [
            {
                "finish_reason": "stop",
                "message": {
                    "role": "assistant",
                    "content": [
                        {
                            "image": "https://dashscope-result-bj.oss-cn-beijing.aliyuncs.com/xxxxxx.png?Expires=xxxxxx",
                            "type": "image"
                        }
                    ]
                }
            }
        ],
        "audio": null,
        "task_id": "127ec645-118f-4884-955d-0eba8xxxxxx",
        "task_status": "SUCCEEDED",
        "submit_time": "2026-01-09 17:52:04.136",
        "scheduled_time": "2026-01-09 17:52:04.164",
        "end_time": "2026-01-09 17:52:25.408",
        "finished": true
    },
    "usage": {
        "input_tokens": 0,
        "output_tokens": 0,
        "characters": 0,
        "size": "1280*1280",
        "total_tokens": 0,
        "image_count": 1
    }
}

Contoh permintaan

import os
import dashscope
from dashscope.aigc.image_generation import ImageGeneration
from dashscope.api_entities.dashscope_response import Message

# Berikut ini adalah base_url untuk wilayah Singapura. base_url berbeda-beda tergantung wilayah.
dashscope.base_http_api_url = 'https://dashscope-intl.aliyuncs.com/api/v1'

# Jika Anda belum mengonfigurasi variabel lingkungan, ganti baris berikut dengan Kunci API Model Studio Anda: api_key="sk-xxx"
# Kunci API berbeda-beda tergantung wilayah. Untuk mendapatkan Kunci API, lihat https://www.alibabacloud.com/help/zh/model-studio/get-api-key
api_key = os.getenv("DASHSCOPE_API_KEY")


def sync_call_with_stream():
    print("\n========== Synchronous call - Streaming text-and-image output ==========")

    image_message = Message(
        role="user",
        content=[
            {
                "text": "Give me a 3-image tutorial for stir-fried pork with chili peppers"
            }
        ]
    )

    image_stream_res = ImageGeneration.call(
        model="wan2.6-image",
        api_key=api_key,
        messages=[image_message],
        stream=True,  # Hanya pemanggilan streaming
        negative_prompt="",
        enable_interleave=True,
        max_images=3,
        size="1280*1280"
    )

    print("Streaming output result:")
    for stream_res in image_stream_res:
        print(stream_res)

if __name__ == "__main__":
    sync_call_with_stream()

Contoh respons

Tautan berlaku selama 24 jam. Anda harus segera mengunduh gambar.

{"status_code": 200, "request_id": "5b98e8f3-aeff-4c20-a26c-499a7525axxx", "code": "", "message": "", "output": {"text": null, "finish_reason": null, "choices": [{"finish_reason": "null", "message": {"role": "assistant", "content": [{"type": "text", "text": "Chili"}]}}], "audio": null, "finished": false}, "usage": {"input_tokens": 28, "output_tokens": 0, "characters": 0, "total_tokens": 28, "image_count": 0, "size": "0*0"}}
{"status_code": 200, "request_id": "5b98e8f3-aeff-4c20-a26c-499a7525axxx", "code": "", "message": "", "output": {"text": null, "finish_reason": null, "choices": [{"finish_reason": "null", "message": {"role": "assistant", "content": [{"type": "text", "text": " fried"}]}}], "audio": null, "finished": false}, "usage": {"input_tokens": 28, "output_tokens": 1, "characters": 0, "total_tokens": 29, "image_count": 0, "size": "0*0"}}
{"status_code": 200, "request_id": "5b98e8f3-aeff-4c20-a26c-499a7525axxx", "code": "", "message": "", "output": {"text": null, "finish_reason": null, "choices": [{"finish_reason": "null", "message": {"role": "assistant", "content": [{"type": "text", "text": " pork"}]}}], "audio": null, "finished": false}, "usage": {"input_tokens": 28, "output_tokens": 2, "characters": 0, "total_tokens": 30, "image_count": 0, "size": "0*0"}}

......

{"status_code": 200, "request_id": "5b98e8f3-aeff-4c20-a26c-499a7525axxx", "code": "", "message": "", "output": {"text": null, "finish_reason": null, "choices": [{"finish_reason": "null", "message": {"role": "assistant", "content": [{"type": "text", "text": "."}]}}], "audio": null, "finished": false}, "usage": {"input_tokens": 28, "output_tokens": 398, "characters": 0, "total_tokens": 426, "image_count": 2, "size": "1280*1280"}}
{"status_code": 200, "request_id": "5b98e8f3-aeff-4c20-a26c-499a7525axxx", "code": "", "message": "", "output": {"text": null, "finish_reason": null, "choices": [{"finish_reason": "stop", "message": {"role": "assistant", "content": [{"type": "image", "image": "https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx"}]}}], "audio": null, "finished": true}, "usage": {"input_tokens": 28, "output_tokens": 523, "characters": 0, "total_tokens": 551, "image_count": 3, "size": "1280*1280"}}

Contoh permintaan

Catatan: Pemanggilan asinkron tidak memerlukan Anda menyetel parameter stream.

import os
import dashscope
from dashscope.aigc.image_generation import ImageGeneration
from dashscope.api_entities.dashscope_response import Message
from http import HTTPStatus

# Berikut ini adalah base_url untuk wilayah Singapura. base_url berbeda-beda tergantung wilayah.
dashscope.base_http_api_url = 'https://dashscope-intl.aliyuncs.com/api/v1'

# Jika Anda belum mengonfigurasi variabel lingkungan, ganti baris berikut dengan Kunci API Model Studio Anda: api_key="sk-xxx"
# Kunci API berbeda-beda tergantung wilayah. Untuk mendapatkan Kunci API, lihat https://www.alibabacloud.com/help/zh/model-studio/get-api-key
api_key = os.getenv("DASHSCOPE_API_KEY")


def main():
    """Pemanggilan asinkron - Output teks dan gambar"""
    print("========== wan2.6-image Asynchronous call - Text-and-image output ==========")

    image_message = Message(
        role="user",
        content=[
            {
                "text": "Give me a 3-image tutorial for stir-fried pork with chili peppers"
            }
        ]
    )

    # Buat tugas asinkron
    print("---async call, creating task----")
    response = ImageGeneration.async_call(
        model="wan2.6-image",
        api_key=api_key,
        messages=[image_message],
        # Pemanggilan asinkron tidak memerlukan penyetelan parameter stream
        negative_prompt="",
        enable_interleave=True,
        max_images=3,
        size="1280*1280"
    )

    if response.status_code == HTTPStatus.OK:
        print(f"Task created successfully:")
        print(response)

        # Tunggu hingga tugas selesai
        print("\n---waiting for task completion----")
        status = ImageGeneration.wait(task=response, api_key=api_key)

        if status.output.task_status == "SUCCEEDED":
            print("Task completed!")
            print(f"Result:")
            print(status)
        else:
            print(f"Task failed with status: {status.output.task_status}")
    else:
        print(f"Task creation failed: {response.code} - {response.message}")


if __name__ == "__main__":
    try:
        main()
    except Exception as e:
        print(f"Execution error: {str(e)}")
        import traceback
        traceback.print_exc()

{
    "status_code": 200,
    "request_id": "4fb3050f-de57-4a24-84ff-e37ee5xxxxxx",
    "code": "",
    "message": "",
    "output": {
        "text": null,
        "finish_reason": null,
        "choices": null,
        "audio": null,
        "task_id": "5c67585e-a3be-4943-b04d-c3fbb2xxxxxx",
        "task_status": "PENDING"
    },
    "usage": {
        "input_tokens": 0,
        "output_tokens": 0,
        "characters": 0
    }
}

2. Contoh respons saat menanyakan hasil tugas

Tautan berlaku selama 24 jam. Anda harus segera mengunduh gambar.

{
    "status_code": 200,
    "request_id": "997a759b-fbb9-4b35-9a4d-6dab1xxxxxx",
    "code": null,
    "message": "",
    "output": {
        "text": null,
        "finish_reason": null,
        "choices": [
            {
                "finish_reason": "stop",
                "message": {
                    "role": "assistant",
                    "content": [
                        {
                            "text": "Stir-fried pork with chili peppers is a classic Hunan dish and a beloved home-style favorite for many. It is known for its fresh, spicy flavor and tender meat. The preparation is simple, yet it delivers an ultimate taste experience. Today, let's learn how to make this dish together.\n\nFirst, preparing all the ingredients is the first step to success. Fresh pork, red and green chili peppers, garlic cloves, and ginger slices are essential. Slice the pork thinly, cut the peppers into sections, and slice the garlic and ginger for later use.",
                            "type": "text"
                        },
                        {
                            "image": "https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx",
                            "type": "image"
                        },
                        {
                            "text": "Next is the crucial stir-frying step. Heat the wok with cool oil, add the garlic and ginger slices to release their aroma, then add the sliced pork and stir-fry quickly until the meat changes color. After the pork is fragrant, add the cut chili peppers and continue to stir-fry to fully release their aroma, blending it perfectly with the savory meat.",
                            "type": "text"
                        },
                        {
                            "image": "https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx",
                            "type": "image"
                        },
                        {
                            "text": "Finally, add the right amount of light soy sauce, dark soy sauce, oyster sauce, and a little sugar to season. Stir-fry quickly and evenly to coat every piece of meat and pepper with the sauce. Once the sauce thickens, turn off the heat and serve. This delicious and aromatic stir-fried pork with chili peppers is now ready!",
                            "type": "text"
                        },
                        {
                            "image": "https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx",
                            "type": "image"
                        }
                    ]
                }
            }
        ],
        "audio": null,
        "task_id": "5c67585e-a3be-4943-b04d-c3fbb2xxxxxx",
        "task_status": "SUCCEEDED",
        "submit_time": "2026-01-16 17:47:39.469",
        "scheduled_time": "2026-01-16 17:47:39.804",
        "end_time": "2026-01-16 17:49:46.736",
        "finished": true
    },
    "usage": {
        "input_tokens": 29,
        "output_tokens": 477,
        "characters": 0,
        "size": "1280*1280",
        "total_tokens": 506,
        "image_count": 3
    }
}

Contoh permintaan

import com.alibaba.dashscope.aigc.imagegeneration.*;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.exception.UploadFileException;
import com.alibaba.dashscope.utils.Constants;
import com.alibaba.dashscope.utils.JsonUtils;

import java.util.Arrays;
import java.util.Collections;

/**
 * wan2.6-image image editing - Synchronous call example
 */
public class Main {

    static {
        // Berikut ini adalah base_url untuk wilayah Singapura. base_url berbeda-beda tergantung wilayah.
        Constants.baseHttpApiUrl = "https://dashscope-intl.aliyuncs.com/api/v1";
    }

    // Jika Anda belum mengonfigurasi variabel lingkungan, ganti baris berikut dengan Kunci API Model Studio Anda: apiKey="sk-xxx"
    // Kunci API berbeda-beda tergantung wilayah. Untuk mendapatkan Kunci API, lihat https://www.alibabacloud.com/help/zh/model-studio/get-api-key
    static String apiKey = System.getenv("DASHSCOPE_API_KEY");

    public static void basicCall() throws ApiException, NoApiKeyException, UploadFileException {
        // Bangun pesan input multi-gambar
        ImageGenerationMessage message = ImageGenerationMessage.builder()
                .role("user")
                .content(Arrays.asList(
                        // Mendukung input multi-gambar, memungkinkan beberapa gambar referensi
                        Collections.singletonMap("text", "Generate an image of scrambled eggs with tomatoes using the style of image 1 and the background of image 2"),
                        Collections.singletonMap("image", "https://cdn.wanx.aliyuncs.com/tmp/pressure/umbrella1.png"),
                        Collections.singletonMap("image", "https://img.alicdn.com/imgextra/i3/O1CN01SfG4J41UYn9WNt4X1_!!6000000002530-49-tps-1696-960.webp")
                )).build();

        // Pengeditan gambar menggunakan pemanggilan sinkron normal. Tidak perlu menyetel stream dan enable_interleave.
        ImageGenerationParam param = ImageGenerationParam.builder()
                .apiKey(apiKey)
                .model("wan2.6-image")
                .messages(Collections.singletonList(message))
                .n(1)
                .size("1280*1280")
                .negativePrompt("")
                .promptExtend(true)
                .build();

        ImageGeneration imageGeneration = new ImageGeneration();
        ImageGenerationResult result = null;
        try {
            System.out.println("---sync call for image editing, please wait a moment----");
            result = imageGeneration.call(param);
        } catch (ApiException | NoApiKeyException | UploadFileException e) {
            throw new RuntimeException(e.getMessage());
        }
        System.out.println(JsonUtils.toJson(result));
    }

    public static void main(String[] args) {
        try {
            basicCall();
        } catch (ApiException | NoApiKeyException | UploadFileException e) {
            System.out.println(e.getMessage());
        }
    }
}

Contoh respons

Tautan berlaku selama 24 jam. Anda harus segera mengunduh gambar.

{
    "requestId": "b148327e-830f-414c-a8df-724dec28exxx",
    "usage": {
        "input_tokens": 0,
        "output_tokens": 0,
        "total_tokens": 0,
        "image_count": 1,
        "size": "1280*1280"
    },
    "output": {
        "choices": [
            {
                "finish_reason": "stop",
                "message": {
                    "role": "assistant",
                    "content": [
                        {
                            "image": "https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx",
                            "type": "image"
                        }
                    ]
                }
            }
        ],
        "finished": true
    },
    "status_code": 200,
    "code": "",
    "message": ""
}

Contoh permintaan

import com.alibaba.dashscope.aigc.imagegeneration.*;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.exception.UploadFileException;
import com.alibaba.dashscope.utils.Constants;
import com.alibaba.dashscope.utils.JsonUtils;

import java.util.Arrays;
import java.util.Collections;

/**
 * wan2.6-image image editing - Asynchronous call example
 */
public class Main {

    static {
        // Berikut ini adalah base_url untuk wilayah Singapura. base_url berbeda-beda tergantung wilayah.
        Constants.baseHttpApiUrl = "https://dashscope-intl.aliyuncs.com/api/v1";
    }

    // Jika Anda belum mengonfigurasi variabel lingkungan, ganti baris berikut dengan Kunci API Model Studio Anda: apiKey="sk-xxx"
    // Kunci API berbeda-beda tergantung wilayah. Untuk mendapatkan Kunci API, lihat https://www.alibabacloud.com/help/zh/model-studio/get-api-key
    static String apiKey = System.getenv("DASHSCOPE_API_KEY");

    public static void asyncCall() throws ApiException, NoApiKeyException, UploadFileException {
        // Bangun pesan input multi-gambar
        ImageGenerationMessage message = ImageGenerationMessage.builder()
                .role("user")
                .content(Arrays.asList(
                        // Mendukung input multi-gambar, memungkinkan beberapa gambar referensi
                        Collections.singletonMap("text", "Generate an image of scrambled eggs with tomatoes using the style of image 1 and the background of image 2"),
                        Collections.singletonMap("image", "https://cdn.wanx.aliyuncs.com/tmp/pressure/umbrella1.png"),
                        Collections.singletonMap("image", "https://img.alicdn.com/imgextra/i3/O1CN01SfG4J41UYn9WNt4X1_!!6000000002530-49-tps-1696-960.webp")
                )).build();

        ImageGenerationParam param = ImageGenerationParam.builder()
                .apiKey(apiKey)
                .model("wan2.6-image")
                .n(1)
                .size("1280*1280")
                .negativePrompt("")
                .promptExtend(true)
                .messages(Arrays.asList(message))
                .build();

        ImageGeneration imageGeneration = new ImageGeneration();
        ImageGenerationResult result = null;
        try {
            System.out.println("---async call for image editing, creating task----");
            result = imageGeneration.asyncCall(param);
        } catch (ApiException | NoApiKeyException | UploadFileException e) {
            throw new RuntimeException(e.getMessage());
        }
        System.out.println("Task creation result:");
        System.out.println(JsonUtils.toJson(result));

        String taskId = result.getOutput().getTaskId();
        // Tunggu hingga tugas selesai
        waitTask(taskId);
    }

    public static void waitTask(String taskId) throws ApiException, NoApiKeyException {
        ImageGeneration imageGeneration = new ImageGeneration();
        System.out.println("\n---waiting for task completion----");
        ImageGenerationResult result = imageGeneration.wait(taskId, apiKey);
        System.out.println("Task completion result:");
        System.out.println(JsonUtils.toJson(result));
    }

    public static void main(String[] args) {
        try {
            asyncCall();
        } catch (ApiException | NoApiKeyException | UploadFileException e) {
            System.out.println(e.getMessage());
        }
    }
}

{
    "status_code": 200,
    "request_id": "9cd85950-2e26-4b2c-b562-1694cf928xxx",
    "code": "",
    "message": "",
    "output": {
        "task_id": "4c861fbe-af89-4a2f-8fc5-4bb15c313xxx",
        "task_status": "PENDING"
    },
    "usage": null
}

2. Contoh respons saat menanyakan hasil tugas

Tautan berlaku selama 24 jam. Anda harus segera mengunduh gambar.

{
    "status_code": 200,
    "request_id": "cbdf1424-306e-4a52-82f3-8bf5d8a99xxx",
    "code": "",
    "message": "",
    "output": {
        "choices": [
            {
                "finish_reason": "stop",
                "message": {
                    "role": "assistant",
                    "content": [
                        {
                            "image": "https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx",
                            "type": "image"
                        }
                    ]
                }
            }
        ],
        "task_id": "4c861fbe-af89-4a2f-8fc5-4bb15c3139ba",
        "task_status": "SUCCEEDED",
        "submit_time": "2026-01-16 16:36:06.556",
        "scheduled_time": "2026-01-16 16:36:06.591",
        "end_time": "2026-01-16 16:36:25.190",
        "finished": true
    },
    "usage": {
        "input_tokens": 0,
        "output_tokens": 0,
        "size": "1280*1280",
        "total_tokens": 0,
        "image_count": 1
    }
}

Contoh permintaan

import com.alibaba.dashscope.aigc.imagegeneration.*;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.exception.UploadFileException;
import com.alibaba.dashscope.utils.Constants;
import com.alibaba.dashscope.utils.JsonUtils;
import io.reactivex.Flowable;

import java.util.Collections;

/**
 * wan2.6-image text-and-image output - Streaming call example
 */
public class Main {

    static {
        // Berikut ini adalah base_url untuk wilayah Singapura. base_url berbeda-beda tergantung wilayah.
        Constants.baseHttpApiUrl = "https://dashscope-intl.aliyuncs.com/api/v1";
    }

    // Jika Anda belum mengonfigurasi variabel lingkungan, ganti baris berikut dengan Kunci API Model Studio Anda: apiKey="sk-xxx"
    // Kunci API berbeda-beda tergantung wilayah. Untuk mendapatkan Kunci API, lihat https://www.alibabacloud.com/help/zh/model-studio/get-api-key
    static String apiKey = System.getenv("DASHSCOPE_API_KEY");

    public static void streamCall() throws ApiException, NoApiKeyException, UploadFileException {
        ImageGenerationMessage message = ImageGenerationMessage.builder()
                .role("user")
                .content(Collections.singletonList(
                        Collections.singletonMap("text", "Give me a 3-image tutorial for stir-fried pork with chili peppers")
                )).build();

        // Output teks dan gambar harus menggunakan pemanggilan streaming
        ImageGenerationParam param = ImageGenerationParam.builder()
                .apiKey(apiKey)
                .model("wan2.6-image")
                .messages(Collections.singletonList(message))
                .stream(true) // Streaming output harus diaktifkan
                .enableInterleave(true)
                .size("1280*1280")
                .negativePrompt("")
                .maxImages(3)
                .build();

        ImageGeneration imageGeneration = new ImageGeneration();
        try {
            System.out.println("---stream call for image interleave----");
            Flowable<ImageGenerationResult> resultFlowable = imageGeneration.streamCall(param);
            resultFlowable.blockingForEach(result -> {
                System.out.println(JsonUtils.toJson(result));
            });
        } catch (ApiException | NoApiKeyException | UploadFileException e) {
            throw new RuntimeException(e.getMessage());
        }
    }

    public static void main(String[] args) {
        try {
            streamCall();
        } catch (ApiException | NoApiKeyException | UploadFileException e) {
            System.out.println(e.getMessage());
        }
        System.exit(0);
    }
}

Contoh respons

Tautan berlaku selama 24 jam. Anda harus segera mengunduh gambar.

{"requestId":"12c7432c-8028-4289-a97c-4e22df98bxxx","usage":{"input_tokens":28,"output_tokens":0,"total_tokens":28,"image_count":0,"size":"0*0"},"output":{"choices":[{"finish_reason":"null","message":{"role":"assistant","content":[{"type":"text","text":"Chili peppers"}]}}],"finished":false},"status_code":200,"code":"","message":""}
{"requestId":"12c7432c-8028-4289-a97c-4e22df98bxxx","usage":{"input_tokens":28,"output_tokens":1,"total_tokens":29,"image_count":0,"size":"0*0"},"output":{"choices":[{"finish_reason":"null","message":{"role":"assistant","content":[{"type":"text","text":"stir-fry"}]}}],"finished":false},"status_code":200,"code":"","message":""}
{"requestId":"12c7432c-8028-4289-a97c-4e22df98bxxx","usage":{"input_tokens":28,"output_tokens":2,"total_tokens":30,"image_count":0,"size":"0*0"},"output":{"choices":[{"finish_reason":"null","message":{"role":"assistant","content":[{"type":"text","text":"pork"}]}}],"finished":false},"status_code":200,"code":"","message":""}

......

{"requestId":"12c7432c-8028-4289-a97c-4e22df98bxxx","usage":{"input_tokens":28,"output_tokens":73,"total_tokens":101,"image_count":0,"size":"0*0"},"output":{"choices":[{"finish_reason":"null","message":{"role":"assistant","content":[{"type":"text","text":"."}]}}],"finished":false},"status_code":200,"code":"","message":""}
{"requestId":"12c7432c-8028-4289-a97c-4e22df98bxxx","usage":{"input_tokens":28,"output_tokens":198,"total_tokens":226,"image_count":1,"size":"1280*1280"},"output":{"choices":[{"finish_reason":"null","message":{"role":"assistant","content":[{"type":"image","image":"https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx"}]}}],"finished":false},"status_code":200,"code":"","message":""}
{"requestId":"12c7432c-8028-4289-a97c-4e22df98bxxx","usage":{"input_tokens":28,"output_tokens":199,"total_tokens":227,"image_count":1,"size":"1280*1280"},"output":{"choices":[{"finish_reason":"null","message":{"role":"assistant","content":[{"type":"text","text":"Next"}]}}],"finished":false},"status_code":200,"code":"","message":""}

......

{"requestId":"12c7432c-8028-4289-a97c-4e22df98bxxx","usage":{"input_tokens":28,"output_tokens":245,"total_tokens":273,"image_count":1,"size":"1280*1280"},"output":{"choices":[{"finish_reason":"null","message":{"role":"assistant","content":[{"type":"text","text":"."}]}}],"finished":false},"status_code":200,"code":"","message":""}
{"requestId":"12c7432c-8028-4289-a97c-4e22df98bxxx","usage":{"input_tokens":28,"output_tokens":368,"total_tokens":396,"image_count":2,"size":"1280*1280"},"output":{"choices":[{"finish_reason":"null","message":{"role":"assistant","content":[{"type":"image","image":"https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx"}]}}],"finished":false},"status_code":200,"code":"","message":""}
{"requestId":"12c7432c-8028-4289-a97c-4e22df98bxxx","usage":{"input_tokens":28,"output_tokens":369,"total_tokens":397,"image_count":2,"size":"1280*1280"},"output":{"choices":[{"finish_reason":"null","message":{"role":"assistant","content":[{"type":"text","text":"Finally"}]}}],"finished":false},"status_code":200,"code":"","message":""}

......

{"requestId":"12c7432c-8028-4289-a97c-4e22df98bxxx","usage":{"input_tokens":28,"output_tokens":416,"total_tokens":444,"image_count":2,"size":"1280*1280"},"output":{"choices":[{"finish_reason":"null","message":{"role":"assistant","content":[{"type":"text","text":"pan"}]}}],"finished":false},"status_code":200,"code":"","message":""}
{"requestId":"12c7432c-8028-4289-a97c-4e22df98bxxx","usage":{"input_tokens":28,"output_tokens":417,"total_tokens":445,"image_count":2,"size":"1280*1280"},"output":{"choices":[{"finish_reason":"null","message":{"role":"assistant","content":[{"type":"text","text":"."}]}}],"finished":false},"status_code":200,"code":"","message":""}
{"requestId":"12c7432c-8028-4289-a97c-4e22df98bxxx","usage":{"input_tokens":28,"output_tokens":541,"total_tokens":569,"image_count":3,"size":"1280*1280"},"output":{"choices":[{"finish_reason":"stop","message":{"role":"assistant","content":[{"type":"image","image":"https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx"}]}}],"finished":true},"status_code":200,"code":"","message":""}

Contoh permintaan

Catatan: Pemanggilan asinkron tidak memerlukan Anda menyetel parameter stream.

import com.alibaba.dashscope.aigc.imagegeneration.*;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.exception.UploadFileException;
import com.alibaba.dashscope.utils.Constants;
import com.alibaba.dashscope.utils.JsonUtils;

import java.util.Collections;

/**
 * wan2.6-image text-and-image output - Asynchronous call example
 */
public class Main {

    static {
        // Berikut ini adalah base_url untuk wilayah Singapura. base_url berbeda-beda tergantung wilayah.
        Constants.baseHttpApiUrl = "https://dashscope-intl.aliyuncs.com/api/v1";
    }

    // Jika Anda belum mengonfigurasi variabel lingkungan, ganti baris berikut dengan Kunci API Model Studio Anda: apiKey="sk-xxx"
    // Kunci API berbeda-beda tergantung wilayah. Untuk mendapatkan Kunci API, lihat https://www.alibabacloud.com/help/zh/model-studio/get-api-key
    static String apiKey = System.getenv("DASHSCOPE_API_KEY");

    public static void asyncCall() throws ApiException, NoApiKeyException, UploadFileException {
        ImageGenerationMessage message = ImageGenerationMessage.builder()
                .role("user")
                .content(Collections.singletonList(
                        Collections.singletonMap("text", "Give me a 3-image tutorial for stir-fried pork with chili peppers")
                )).build();


        ImageGenerationParam param = ImageGenerationParam.builder()
                .apiKey(apiKey)
                .model("wan2.6-image")
                .size("1280*1280")
                .enableInterleave(true)
                .maxImages(3)
                .negativePrompt("")
                .messages(Collections.singletonList(message))
                .build();

        ImageGeneration imageGeneration = new ImageGeneration();
        ImageGenerationResult result = null;
        try {
            System.out.println("---async call for image interleave, creating task----");
            result = imageGeneration.asyncCall(param);
        } catch (ApiException | NoApiKeyException | UploadFileException e) {
            throw new RuntimeException(e.getMessage());
        }
        System.out.println("Task creation result:");
        System.out.println(JsonUtils.toJson(result));

        String taskId = result.getOutput().getTaskId();
        // Tunggu hingga tugas selesai
        waitTask(taskId);
    }

    public static void waitTask(String taskId) throws ApiException, NoApiKeyException {
        ImageGeneration imageGeneration = new ImageGeneration();
        System.out.println("\n---waiting for task completion----");
        ImageGenerationResult result = imageGeneration.wait(taskId, apiKey);
        System.out.println("Task completion result:");
        System.out.println(JsonUtils.toJson(result));
    }

    public static void main(String[] args) {
        try {
            asyncCall();
        } catch (ApiException | NoApiKeyException | UploadFileException e) {
            System.out.println(e.getMessage());
        }
    }
}

{
    "requestId": "7d6c5760-334b-48c4-9b1e-08ee9c7fexxx",
    "output": {
        "task_id": "1bb9d9fa-bf1a-43dc-b5fe-366c1dc70xxx",
        "task_status": "PENDING"
    },
    "status_code": 200,
    "code": "",
    "message": ""
}

2. Contoh respons saat menanyakan hasil tugas

Tautan berlaku selama 24 jam. Anda harus segera mengunduh gambar.

{
    "requestId": "6ed62b00-2225-4fc3-8ee3-2aed0b484xxx",
    "usage": {
        "input_tokens": 29,
        "output_tokens": 471,
        "total_tokens": 500,
        "image_count": 3,
        "size": "1280*1280"
    },
    "output": {
        "choices": [
            {
                "finish_reason": "stop",
                "message": {
                    "role": "assistant",
                    "content": [
                        {
                            "text": "Stir-fried pork with chili peppers is a classic Hunan dish and a beloved home-style favorite for many. It is known for its fresh, spicy flavor and tender meat. The preparation is simple, yet it delivers an ultimate taste experience. Today, let's learn how to make this dish together.\n\nFirst, preparing all the ingredients is the first step to success. Fresh pork, red and green chili peppers, garlic cloves, and ginger slices are essential. Slice the pork thinly, cut the peppers into sections, and slice the garlic and ginger for later use.",
                            "type": "text"
                        },
                        {
                            "image": "https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx",
                            "type": "image"
                        },
                        {
                            "text": "Next is to marinate the pork. Place the sliced pork in a bowl, add a little light soy sauce, cooking wine, starch, and cooking oil. Mix well by hand and marinate for 10-15 minutes. This will make the pork more tender and flavorful.",
                            "type": "text"
                        },
                        {
                            "image": "https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx",
                            "type": "image"
                        },
                        {
                            "text": "Finally, heat the wok with cool oil, add the marinated pork slices and stir-fry quickly until they change color, then set aside. Leave some oil in the wok, add the garlic and ginger slices to release their aroma, then add the chili peppers and stir-fry until fragrant. Subsequently, return the pork to the wok, add light soy sauce, dark soy sauce, a little sugar, and oyster sauce. Stir-fry quickly and evenly, and garnish with chopped green onions before serving.",
                            "type": "text"
                        },
                        {
                            "image": "https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx",
                            "type": "image"
                        }
                    ]
                }
            }
        ],
        "task_id": "1bb9d9fa-bf1a-43dc-b5fe-366c1dc70836",
        "task_status": "SUCCEEDED",
        "finished": true,
        "submit_time": "2026-01-16 18:26:32.082",
        "scheduled_time": "2026-01-16 18:26:32.133",
        "end_time": "2026-01-16 18:28:41.748"
    },
    "status_code": 200,
    "code": "",
    "message": ""
}