Alibaba Cloud Model Studio:Wan2.6 - pembuatan dan pengeditan gambar

Singapura

POST https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api/v1/services/aigc/multimodal-generation/generation

Saat melakukan panggilan, ganti {WorkspaceId} dengan ID ruang kerja Anda yang sebenarnya.

AS (Virginia)

POST https://{WorkspaceId}.us-east-1.maas.aliyuncs.com/api/v1/services/aigc/multimodal-generation/generation

China (Beijing)

POST https://{WorkspaceId}.cn-beijing.maas.aliyuncs.com/api/v1/services/aigc/multimodal-generation/generation

Saat melakukan panggilan, ganti {WorkspaceId} dengan ID ruang kerja Anda yang sebenarnya.

Singapura

POST https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api/v1/services/aigc/image-generation/generation

Saat memanggil, ganti {WorkspaceId} dengan ID ruang kerja Anda yang sebenarnya.

AS (Virginia)

POST https://{WorkspaceId}.us-east-1.maas.aliyuncs.com/api/v1/services/aigc/image-generation/generation

China (Beijing)

POST https://{WorkspaceId}.cn-beijing.maas.aliyuncs.com/api/v1/services/aigc/image-generation/generation

Saat memanggil, ganti {WorkspaceId} dengan ID ruang kerja Anda yang sebenarnya.

Jerman (Frankfurt)

POST https:// <u><u>{WorkspaceId}.eu-central-1.maas.aliyuncs.com</u></u> /api/v1/services/aigc/image-generation/generation

Saat memanggil, ganti {WorkspaceId} dengan ID ruang kerja Anda.

Singapura

GET https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api/v1/tasks/{task_id}

Saat memanggil, ganti {WorkspaceId} dengan ID ruang kerja Anda yang sebenarnya.

AS (Virginia)

GET https://{WorkspaceId}.us-east-1.maas.aliyuncs.com/api/v1/tasks/{task_id}

China (Beijing)

GET https://{WorkspaceId}.cn-beijing.maas.aliyuncs.com/api/v1/tasks/{task_id}

Saat memanggil, ganti {WorkspaceId} dengan ID ruang kerja Anda yang sebenarnya.

Jerman (Frankfurt)

GET https:// <u>{WorkspaceId}.eu-central-1.maas.aliyuncs.com</u> /api/v1/tasks/{task_id}

Saat memanggil, ganti {WorkspaceId} dengan ID ruang kerja Anda yang sebenarnya.

Singapura

https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api/v1

Saat melakukan panggilan, ganti {WorkspaceId} dengan ID ruang kerja Anda yang sebenarnya.

AS (Virginia)

https://{WorkspaceId}.us-east-1.maas.aliyuncs.com/api/v1

China (Beijing)

https://{WorkspaceId}.cn-beijing.maas.aliyuncs.com/api/v1

Saat melakukan panggilan, ganti {WorkspaceId} dengan ID ruang kerja Anda yang sebenarnya.

Jerman (Frankfurt)

https:// <u>{WorkspaceId}.eu-central-1.maas.aliyuncs.com</u> /api/v1

Ganti {WorkspaceId} dengan ID ruang kerja Anda yang sebenarnya.

Sinkron

Contoh permintaan

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

# base_url wilayah Singapura. URL dasar berbeda tiap wilayah.
dashscope.base_http_api_url = 'https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api/v1'

# Jika variabel lingkungan belum dikonfigurasi, ganti baris berikut dengan: api_key="sk-xxx"
# Kunci API berbeda tiap wilayah. Dapatkan Kunci API: https://www.alibabacloud.com/help/en/model-studio/get-api-key
api_key = os.getenv("DASHSCOPE_API_KEY")

message = Message(
    role="user",
    # Mendukung file lokal, contoh: "image": "file://umbrella1.png"
    content=[
        {
            "text": "Generate a tomato and egg stir-fry based on 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, 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="1K"
    )

print(rsp)

Contoh respons

URL kedaluwarsa setelah 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": "1376*768",
        "total_tokens": 0
    }
}

Statistik output dikembalikan di bidang usage tingkat atas, pada level yang sama dengan output. Baca sebagai response.usage["image_count"]. Objek output tidak membawa statistik: response.output.usage dikembalikan sebagai {} dan tidak berisi image_count.

Asinkron

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

# base_url wilayah Singapura. URL dasar berbeda tiap wilayah.
dashscope.base_http_api_url = 'https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api/v1'

# Jika variabel lingkungan belum dikonfigurasi, ganti baris berikut dengan: api_key="sk-xxx"
# Kunci API berbeda tiap wilayah. Dapatkan Kunci API: https://www.alibabacloud.com/help/en/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 a tomato and egg stir-fry based on 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="1K"
    )

    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 asinkron
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)

Contoh respons

1. Contoh respons pembuatan tugas

{
    "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
    }
}

1. Contoh respons kueri hasil tugas

   URL kedaluwarsa setelah 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": "1376*768",
        "total_tokens": 0,
        "image_count": 1
    }
}

Statistik output dikembalikan di bidang usage tingkat atas, pada level yang sama dengan output. Baca sebagai response.usage["image_count"]. Objek output hasil tugas asinkron tidak membawa statistik: response.output.usage dikembalikan sebagai {} dan tidak berisi image_count.

Sinkron (streaming saja)

Contoh permintaan

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

# URL wilayah Singapura. URL dasar berbeda tiap wilayah.
dashscope.base_http_api_url = 'https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api/v1'

# Jika variabel lingkungan belum dikonfigurasi, ganti baris berikut dengan: api_key="sk-xxx"
# Kunci API berbeda tiap wilayah. Dapatkan Kunci API: https://www.alibabacloud.com/help/en/model-studio/get-api-key
api_key = os.getenv("DASHSCOPE_API_KEY")

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

    image_message = Message(
        role="user",
        content=[
            {
                "text": "Give me a three-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,  # Streaming saja
        negative_prompt="",
        enable_interleave=True,
        max_images=3,
        size="1280*1280"
    )

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

if __name__ == "__main__":
    sync_call_with_stream()

Contoh respons

URL kedaluwarsa setelah 24 jam. Unduh gambar segera.

{"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": "Stir-fry"}]}}], "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": "stop", "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"}}

Asinkron

Contoh permintaan

Catatan: Pemanggilan asinkron tidak memerlukan 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

# URL wilayah Singapura. URL dasar berbeda tiap wilayah.
dashscope.base_http_api_url = 'https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api/v1'

# Jika variabel lingkungan belum dikonfigurasi, ganti baris berikut dengan: api_key="sk-xxx"
# Kunci API berbeda tiap wilayah. Dapatkan Kunci API: https://www.alibabacloud.com/help/en/model-studio/get-api-key
api_key = os.getenv("DASHSCOPE_API_KEY")

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

    image_message = Message(
        role="user",
        content=[
            {
                "text": "Give me a three-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 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"Results:")
            print(status)
        else:
            print(f"Task failed, 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()

Contoh respons

1. Contoh respons pembuatan tugas

{
    "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
    }
}

1. Contoh respons kueri hasil tugas

   URL kedaluwarsa setelah 24 jam. Unduh gambar segera.

{
    "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-cooked favorite for many. Known for its fresh spiciness and tender meat, it's simple to prepare yet delivers an exceptional flavor experience. Today, we'll learn how to make this dish.\n\nFirst, preparing all ingredients is the key to success. Fresh pork, red and green chili peppers, garlic cloves, and ginger slices are essential. Slice the pork thinly, cut the chilies into segments, and mince the garlic and ginger.",
                            "type": "text"
                        },
                        {
                            "image": "https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx",
                            "type": "image"
                        },
                        {
                            "text": "Next comes the crucial stir-frying step. Heat oil in a wok over high heat. Add minced garlic and ginger to release their aroma, then add the sliced pork. Quickly stir-fry until the pork changes color. Once fragrant, add the chili segments and continue stir-frying to fully release the chili aroma, perfectly blending with the pork's tenderness.",
                            "type": "text"
                        },
                        {
                            "image": "https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx",
                            "type": "image"
                        },
                        {
                            "text": "Finally, season with light soy sauce, dark soy sauce, oyster sauce, and a pinch of sugar. Stir-fry quickly until evenly coated. Cook until the sauce thickens slightly, then turn off the heat and serve. Your delicious, aromatic stir-fried pork with chili peppers is 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
    }
}

Statistik output dikembalikan di bidang usage tingkat atas, pada level yang sama dengan output. Baca sebagai response.usage["image_count"], di mana image_count adalah jumlah total gambar yang dihasilkan oleh tugas. Objek output tidak membawa statistik: response.output.usage dikembalikan sebagai {} dan tidak berisi image_count.

Singapura

https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api/v1

Saat melakukan panggilan, ganti {WorkspaceId} dengan ID ruang kerja Anda yang sebenarnya.

AS (Virginia)

https://{WorkspaceId}.us-east-1.maas.aliyuncs.com/api/v1

China (Beijing)

https://{WorkspaceId}.cn-beijing.maas.aliyuncs.com/api/v1

Saat melakukan panggilan, ganti {WorkspaceId} dengan ID ruang kerja Anda yang sebenarnya.

Jerman (Frankfurt)

https:// <u>{WorkspaceId}.eu-central-1.maas.aliyuncs.com</u> /api/v1

Ganti {WorkspaceId} dengan ID ruang kerja Anda yang sebenarnya.

Sinkron

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 Pengeditan gambar - Contoh pemanggilan sinkron
 */
public class Main {

    static {
        // URL wilayah Singapura. URL dasar berbeda tiap wilayah.
        Constants.baseHttpApiUrl = "https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api/v1";
    }

    // Jika variabel lingkungan belum dikonfigurasi, ganti baris berikut dengan: apiKey="sk-xxx"
    // Kunci API berbeda tiap wilayah. Dapatkan Kunci API: https://www.alibabacloud.com/help/en/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; berikan beberapa gambar referensi
                        Collections.singletonMap("text", "Generate a tomato and egg stir-fry based on 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 standar; tidak perlu mengatur stream atau enable_interleave
        ImageGenerationParam param = ImageGenerationParam.builder()
                .apiKey(apiKey)
                .model("wan2.6-image")
                .messages(Collections.singletonList(message))
                .n(1)
                .size("1K")
                .negativePrompt("")
                .promptExtend(true)
                .build();

        ImageGeneration imageGeneration = new ImageGeneration();
        ImageGenerationResult result = null;
        try {
            System.out.println("---sync call for image editing, 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

URL kedaluwarsa setelah 24 jam. Unduh gambar segera.

{
    "requestId": "b148327e-830f-414c-a8df-724dec28exxx",
    "usage": {
        "input_tokens": 0,
        "output_tokens": 0,
        "total_tokens": 0,
        "image_count": 1,
        "size": "1376*768"
    },
    "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": ""
}

Asinkron

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 Pengeditan gambar - Contoh pemanggilan asinkron
 */
public class Main {

    static {
        // URL wilayah Singapura. URL dasar berbeda tiap wilayah.
        Constants.baseHttpApiUrl = "https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api/v1";
    }

    // Jika variabel lingkungan belum dikonfigurasi, ganti baris berikut dengan: apiKey="sk-xxx"
    // Kunci API berbeda tiap wilayah. Dapatkan Kunci API: https://www.alibabacloud.com/help/en/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; berikan beberapa gambar referensi
                        Collections.singletonMap("text", "Generate a tomato and egg stir-fry based on 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("1K")
                .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());
        }
    }
}

Contoh respons

1. Contoh respons pembuatan tugas

{
    "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
}

1. Contoh respons kueri hasil tugas

   URL kedaluwarsa setelah 24 jam. Unduh gambar segera.

{
    "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": "1376*768",
        "total_tokens": 0,
        "image_count": 1
    }
}

Pemanggilan sinkron (streaming saja)

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 Output teks-gambar - Contoh pemanggilan streaming
 */
public class Main {

    static {
        // URL wilayah Singapura. URL dasar berbeda tiap wilayah.
        Constants.baseHttpApiUrl = "https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api/v1";
    }

    // Jika variabel lingkungan belum dikonfigurasi, ganti baris berikut dengan: apiKey="sk-xxx"
    // Kunci API berbeda tiap wilayah. Dapatkan Kunci API: https://www.alibabacloud.com/help/en/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 three-image tutorial for stir-fried pork with chili peppers")
                )).build();

        // Output teks-gambar memerlukan pemanggilan streaming
        ImageGenerationParam param = ImageGenerationParam.builder()
                .apiKey(apiKey)
                .model("wan2.6-image")
                .messages(Collections.singletonList(message))
                .stream(true) // Harus mengaktifkan output streaming
                .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

URL kedaluwarsa setelah 24 jam. Unduh gambar segera.

{"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"}]}}],"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":"pot"}]}}],"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":""}

Pemanggilan asinkron

Contoh permintaan

Catatan: Pemanggilan asinkron tidak memerlukan 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 Output teks-gambar - Contoh pemanggilan asinkron
 */
public class Main {

    static {
        // URL wilayah Singapura. URL dasar berbeda tiap wilayah.
        Constants.baseHttpApiUrl = "https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/api/v1";
    }

    // Jika variabel lingkungan belum dikonfigurasi, ganti baris berikut dengan: apiKey="sk-xxx"
    // Kunci API berbeda tiap wilayah. Dapatkan Kunci API: https://www.alibabacloud.com/help/en/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 three-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());
        }
    }
}

Contoh respons

1. Contoh respons pembuatan tugas

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

1. Contoh respons kueri hasil tugas

   URL kedaluwarsa setelah 24 jam. Unduh gambar segera.

{
    "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-cooked favorite for many. Known for its fresh spiciness and tender meat, it's simple to prepare yet delivers an exceptional flavor experience. Today, we'll learn how to make this dish.\n\nFirst, preparing all ingredients is the key to success. Fresh pork, red and green chili peppers, garlic cloves, and ginger slices are essential. Slice the pork thinly, cut the chilies into segments, and mince the garlic and ginger.",
                            "type": "text"
                        },
                        {
                            "image": "https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx",
                            "type": "image"
                        },
                        {
                            "text": "Next, 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 to 15 minutes. This treatment makes the pork slices 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 oil in a wok over high heat. Add the marinated pork slices and quickly stir-fry until they change color, then remove and set aside. Leave some oil in the wok, add minced garlic and ginger to release their aroma, then add chili segments and stir-fry until fragrant. Add the pork back in, season with light soy sauce, dark soy sauce, a pinch of sugar, and oyster sauce. Stir-fry quickly until evenly coated, sprinkle with chopped scallions, and serve.",
                            "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": ""
}