Alibaba Cloud Model Studio:Wan2.1 - referensi API pengeditan gambar umum

Contoh permintaan

import base64
import os
from http import HTTPStatus
from dashscope import ImageSynthesis
import mimetypes

"""
Persyaratan lingkungan:
    dashscope python SDK >= 1.23.8
Instal/Peningkatan SDK:
    pip install -U dashscope
"""

# Jika variabel lingkungan belum dikonfigurasi, ganti baris berikut dengan: api_key="sk-xxx"
api_key = os.getenv("DASHSCOPE_API_KEY")


# --- Fungsi bantu: untuk encode Base64 ---
# Formatnya adalah data:{MIME_type};base64,{base64_data}
def encode_file(file_path):
    mime_type, _ = mimetypes.guess_type(file_path)
    if not mime_type or not mime_type.startswith("image/"):
        raise ValueError("Format gambar tidak didukung atau tidak dikenali")
    with open(file_path, "rb") as image_file:
        encoded_string = base64.b64encode(image_file.read()).decode('utf-8')
    return f"data:{mime_type};base64,{encoded_string}"

"""
Metode input gambar:
Pilih salah satu dari tiga metode berikut.

1. Gunakan URL gambar publik - cocok untuk gambar yang dapat diakses publik.
2. Gunakan file lokal - cocok untuk pengembangan dan pengujian lokal.
3. Gunakan encode Base64 - cocok untuk gambar pribadi atau skenario yang memerlukan transmisi terenkripsi.
"""

# [Metode 1] Gunakan URL gambar publik
mask_image_url = "http://wanx.alicdn.com/material/20250318/description_edit_with_mask_3_mask.png"
base_image_url = "http://wanx.alicdn.com/material/20250318/description_edit_with_mask_3.jpeg"

# [Metode 2] Gunakan file lokal (mendukung jalur mutlak dan relatif)
# Persyaratan format: file:// + jalur file
# Contoh (jalur mutlak):
# mask_image_url = "file://" + "/path/to/your/mask_image.png"     # Linux/macOS
# base_image_url = "file://" + "C:/path/to/your/base_image.jpeg"  # Windows
# Contoh (jalur relatif):
# mask_image_url = "file://" + "./mask_image.png"                 # Berdasarkan jalur aktual
# base_image_url = "file://" + "./base_image.jpeg"                # Berdasarkan jalur aktual

# [Metode 3] Gunakan gambar yang diencode Base64
# mask_image_url = encode_file("./mask_image.png")               # Berdasarkan jalur aktual
# base_image_url = encode_file("./base_image.jpeg")              # Berdasarkan jalur aktual


def sample_sync_call_imageedit():
    print('please wait...')
    rsp = ImageSynthesis.call(api_key=api_key,
                              model="wanx2.1-imageedit",
                              function="description_edit_with_mask",
                              prompt="A ceramic rabbit holding a ceramic flower",
                              mask_image_url=mask_image_url,
                              base_image_url=base_image_url,
                              n=1)
    assert rsp.status_code == HTTPStatus.OK

    print('response: %s' % rsp)
    if rsp.status_code == HTTPStatus.OK:
        for result in rsp.output.results:
            print("---------------------------")
            print(result.url)
    else:
        print('sync_call Failed, status_code: %s, code: %s, message: %s' %
              (rsp.status_code, rsp.code, rsp.message))


if __name__ == '__main__':
    sample_sync_call_imageedit()

Contoh respons

URL berlaku selama 24 jam. Segera unduh gambarnya.

{
    "status_code": 200,
    "request_id": "dc41682c-4e4a-9010-bc6f-xxxxxx",
    "code": null,
    "message": "",
    "output": {
        "task_id": "6e319d88-a07a-420c-9493-xxxxxx",
        "task_status": "SUCCEEDED",
        "results": [
            {
                "url": "https://dashscope-result-wlcb-acdr-1.oss-cn-wulanchabu-acdr-1.aliyuncs.com/xxx.png?xxxxxx"
            }
        ],
        "submit_time": "2025-05-26 14:58:27.320",
        "scheduled_time": "2025-05-26 14:58:27.339",
        "end_time": "2025-05-26 14:58:39.170",
        "task_metrics": {
            "TOTAL": 1,
            "SUCCEEDED": 1,
            "FAILED": 0
        }
    },
    "usage": {
        "image_count": 1
    }
}

Contoh permintaan

import os
from http import HTTPStatus
from dashscope import ImageSynthesis

"""
Persyaratan lingkungan:
    dashscope python SDK >= 1.23.4
Instal/Peningkatan SDK:
    pip install -U dashscope
"""

# Jika variabel lingkungan belum dikonfigurasi, ganti baris berikut dengan: api_key="sk-xxx"
api_key = os.getenv("DASHSCOPE_API_KEY")

# Gunakan URL gambar publik
mask_image_url = "http://wanx.alicdn.com/material/20250318/description_edit_with_mask_3_mask.png"
base_image_url = "http://wanx.alicdn.com/material/20250318/description_edit_with_mask_3.jpeg"


def sample_async_call_imageedit():
    # Panggilan asinkron, mengembalikan task_id
    rsp = ImageSynthesis.async_call(api_key=api_key,
                                    model="wanx2.1-imageedit",
                                    function="description_edit_with_mask",
                                    prompt="A ceramic rabbit holding a ceramic flower",
                                    mask_image_url=mask_image_url,
                                    base_image_url=base_image_url,
                                    n=1)
    print(rsp)
    if rsp.status_code == HTTPStatus.OK:
        print("task_id: %s" % rsp.output.task_id)
    else:
        print('Failed, status_code: %s, code: %s, message: %s' %
              (rsp.status_code, rsp.code, rsp.message))

    # Dapatkan informasi tugas asinkron
    status = ImageSynthesis.fetch(task=rsp, api_key=api_key)
    if status.status_code == HTTPStatus.OK:
        print(status.output.task_status)  # periksa status tugas
    else:
        print('Failed, status_code: %s, code: %s, message: %s' %
              (status.status_code, status.code, status.message))

    # Tunggu hingga tugas asinkron selesai
    rsp = ImageSynthesis.wait(rsp)
    print(rsp)
    if rsp.status_code == HTTPStatus.OK:
        print(rsp.output)
        for result in rsp.output.results:
            print("---------------------------")
            print(result.url)
    else:
        print('Failed, status_code: %s, code: %s, message: %s' %
              (rsp.status_code, rsp.code, rsp.message))


if __name__ == '__main__':
    sample_async_call_imageedit()

Contoh respons

1. Contoh respons untuk membuat tugas

{
	"status_code": 200,
	"request_id": "6dc3bf6c-be18-9268-9c27-xxxxxx",
	"code": "",
	"message": "",
	"output": {
		"task_id": "686391d9-7ecf-4290-a8e9-xxxxxx",
		"task_status": "PENDING",
		"video_url": ""
	},
	"usage": null
}

2. Contoh respons untuk menanyakan hasil tugas

URL berlaku selama 24 jam. Segera unduh gambarnya.

{
    "status_code": 200,
    "request_id": "dc41682c-4e4a-9010-bc6f-xxxxxx",
    "code": null,
    "message": "",
    "output": {
        "task_id": "6e319d88-a07a-420c-9493-xxxxxx",
        "task_status": "SUCCEEDED",
        "results": [
            {
                "url": "https://dashscope-result-wlcb-acdr-1.oss-cn-wulanchabu-acdr-1.aliyuncs.com/xxx.png?Expires=17xxxxxx"
            }
        ],
        "submit_time": "2025-05-26 14:58:27.320",
        "scheduled_time": "2025-05-26 14:58:27.339",
        "end_time": "2025-05-26 14:58:39.170",
        "task_metrics": {
            "TOTAL": 1,
            "SUCCEEDED": 1,
            "FAILED": 0
        }
    },
    "usage": {
        "image_count": 1
    }
}

Contoh permintaan

// Copyright (c) Alibaba, Inc. and its affiliates.

import com.alibaba.dashscope.aigc.imagesynthesis.ImageSynthesis;
import com.alibaba.dashscope.aigc.imagesynthesis.ImageSynthesisParam;
import com.alibaba.dashscope.aigc.imagesynthesis.ImageSynthesisResult;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.utils.JsonUtils;

import java.io.IOException;
import java.nio.file.Files;
import java.nio.file.Path;
import java.nio.file.Paths;
import java.util.Base64;
import java.util.HashMap;
import java.util.Map;

/**
 * Persyaratan lingkungan
 *      dashscope java SDK >=2.20.9
 * Perbarui dependensi Maven:
 *      https://mvnrepository.com/artifact/com.alibaba/dashscope-sdk-java
 */
 
public class ImageEditSync {

    // Jika variabel lingkungan belum dikonfigurasi, ganti baris berikut dengan: apiKey="sk-xxx"
    static String apiKey = System.getenv("DASHSCOPE_API_KEY");

    /**
     * Metode input gambar: Pilih salah satu dari tiga berikut.
     *
     * 1. Gunakan URL publik - cocok untuk gambar yang dapat diakses publik.
     * 2. Gunakan file lokal - cocok untuk pengembangan dan pengujian lokal.
     * 3. Gunakan encode Base64 - cocok untuk gambar pribadi atau skenario yang memerlukan transmisi terenkripsi.
     */

    //[Metode 1] URL publik
    static String maskImageUrl = "http://wanx.alicdn.com/material/20250318/description_edit_with_mask_3_mask.png";
    static String baseImageUrl = "http://wanx.alicdn.com/material/20250318/description_edit_with_mask_3.jpeg";

    //[Metode 2] Jalur file lokal (file://+jalur mutlak atau file:///+jalur mutlak)
    // static String maskImageUrl = "file://" + "/your/path/to/mask_image.png";    // Linux/macOS
    // static String baseImageUrl = "file:///" + "C:/your/path/to/base_image.png";  // Windows

    //[Metode 3] Encode Base64
    // static String maskImageUrl = encodeFile("/your/path/to/mask_image.png");
    // static String baseImageUrl = encodeFile("/your/path/to/base_image.png");


    public static void syncCall() {
        // Atur parameter parameters
        Map<String, Object> parameters = new HashMap<>();
        parameters.put("prompt_extend", true);

        ImageSynthesisParam param =
                ImageSynthesisParam.builder()
                        .apiKey(apiKey)
                        .model("wanx2.1-imageedit")
                        .function(ImageSynthesis.ImageEditFunction.DESCRIPTION_EDIT_WITH_MASK)
                        .prompt("A ceramic rabbit holding a ceramic flower")
                        .maskImageUrl(maskImageUrl)
                        .baseImageUrl(baseImageUrl)
                        .n(1)
                        .size("1024*1024")
                        .parameters(parameters)
                        .build();

        ImageSynthesis imageSynthesis = new ImageSynthesis();
        ImageSynthesisResult result = null;
        try {
            System.out.println("---sync call, please wait a moment----");
            result = imageSynthesis.call(param);
        } catch (ApiException | NoApiKeyException e){
            throw new RuntimeException(e.getMessage());
        }
        System.out.println(JsonUtils.toJson(result));
    }

    /**
     * Mengencode file menjadi string Base64
     * @param filePath Jalur file
     * @return String Base64 dalam format data:{MIME_type};base64,{base64_data}
     */
    public static String encodeFile(String filePath) {
        Path path = Paths.get(filePath);
        if (!Files.exists(path)) {
            throw new IllegalArgumentException("File tidak ada: " + filePath);
        }
        // Deteksi tipe MIME
        String mimeType = null;
        try {
            mimeType = Files.probeContentType(path);
        } catch (IOException e) {
            throw new IllegalArgumentException("Tidak dapat mendeteksi tipe file: " + filePath);
        }
        if (mimeType == null || !mimeType.startsWith("image/")) {
            throw new IllegalArgumentException("Format gambar tidak didukung atau tidak dikenali");
        }
        // Baca konten file dan encode
        byte[] fileBytes = null;
        try{
            fileBytes = Files.readAllBytes(path);
        } catch (IOException e) {
            throw new IllegalArgumentException("Tidak dapat membaca konten file: " + filePath);
        }

        String encodedString = Base64.getEncoder().encodeToString(fileBytes);
        return "data:" + mimeType + ";base64," + encodedString;
    }

    public static void main(String[] args) {
        syncCall();
    }
}

Contoh respons

URL berlaku selama 24 jam. Segera unduh gambarnya.

{
    "request_id": "bf6c6361-f0fc-949c-9d60-xxxxxx",
    "output": {
        "task_id": "958db858-153b-4c81-b243-xxxxxx",
        "task_status": "SUCCEEDED",
        "results": [
            {
                "url": "https://dashscope-result-wlcb-acdr-1.oss-cn-wulanchabu-acdr-1.aliyuncs.com/xxx.png?xxxxxx"
            }
        ],
        "task_metrics": {
            "TOTAL": 1,
            "SUCCEEDED": 1,
            "FAILED": 0
        }
    },
    "usage": {
        "image_count": 1
    }
}

Contoh permintaan

// Copyright (c) Alibaba, Inc. and its affiliates.

import com.alibaba.dashscope.aigc.imagesynthesis.ImageSynthesis;
import com.alibaba.dashscope.aigc.imagesynthesis.ImageSynthesisListResult;
import com.alibaba.dashscope.aigc.imagesynthesis.ImageSynthesisParam;
import com.alibaba.dashscope.aigc.imagesynthesis.ImageSynthesisResult;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.task.AsyncTaskListParam;
import com.alibaba.dashscope.utils.JsonUtils;

import java.util.HashMap;
import java.util.Map;

/**
 * Persyaratan lingkungan
 *      dashscope java SDK >= 2.20.1
 * Perbarui dependensi Maven:
 *      https://mvnrepository.com/artifact/com.alibaba/dashscope-sdk-java
 */
 
public class ImageEditAsync {

    // Jika variabel lingkungan belum dikonfigurasi, ganti baris berikut dengan: apiKey="sk-xxx"
    static String apiKey = System.getenv("DASHSCOPE_API_KEY");

    //[Metode 1] URL publik
    static String maskImageUrl = "http://wanx.alicdn.com/material/20250318/description_edit_with_mask_3_mask.png";
    static String baseImageUrl = "http://wanx.alicdn.com/material/20250318/description_edit_with_mask_3.jpeg";

    public static void asyncCall() {
        // Atur parameter parameters
        Map<String, Object> parameters = new HashMap<>();
        parameters.put("prompt_extend", true);

        ImageSynthesisParam param =
                ImageSynthesisParam.builder()
                        .apiKey(apiKey)
                        .model("wanx2.1-imageedit")
                        .function(ImageSynthesis.ImageEditFunction.DESCRIPTION_EDIT_WITH_MASK)
                        .prompt("A ceramic rabbit holding a ceramic flower")
                        .maskImageUrl(maskImageUrl)
                        .baseImageUrl(baseImageUrl)
                        .n(1)
                        .size("1024*1024")
                        .parameters(parameters)
                        .build();
        ImageSynthesis imageSynthesis = new ImageSynthesis();
        ImageSynthesisResult result = null;
        try {
            System.out.println("---async call, please wait a moment----");
            result = imageSynthesis.asyncCall(param);
        } catch (ApiException | NoApiKeyException e){
            throw new RuntimeException(e.getMessage());
        }

        System.out.println(JsonUtils.toJson(result));

        String taskId = result.getOutput().getTaskId();

        System.out.println("taskId=" + taskId);


        try {
            result = imageSynthesis.wait(taskId, apiKey);
        } catch (ApiException | NoApiKeyException e){
            throw new RuntimeException(e.getMessage());
        }
        System.out.println(JsonUtils.toJson(result));
        System.out.println(JsonUtils.toJson(result.getOutput()));
    }

    public static void listTask() throws ApiException, NoApiKeyException {
        ImageSynthesis is = new ImageSynthesis();
        AsyncTaskListParam param = AsyncTaskListParam.builder().build();
        param.setApiKey(apiKey);
        ImageSynthesisListResult result = is.list(param);
        System.out.println(result);
    }

    public void fetchTask(String taskId) throws ApiException, NoApiKeyException {
        ImageSynthesis is = new ImageSynthesis();
        // Jika DASHSCOPE_API_KEY diatur sebagai variabel lingkungan, apiKey bisa kosong.
        ImageSynthesisResult result = is.fetch(taskId, apiKey);
        System.out.println(result.getOutput());
        System.out.println(result.getUsage());
    }


    public static void main(String[] args) {
        asyncCall();
    }
}

Contoh respons

1. Contoh respons untuk membuat tugas

{
	"request_id": "5dbf9dc5-4f4c-9605-85ea-xxxxxxxx",
	"output": {
		"task_id": "7277e20e-aa01-4709-xxxxxxxx",
		"task_status": "PENDING"
	}
}

2. Contoh respons untuk menanyakan hasil tugas

URL berlaku selama 24 jam. Segera unduh gambarnya.

{
	"request_id": "3d740fc4-a968-9c36-b0e7-xxxxxxxx",
	"output": {
		"task_id": "34dcf4b0-ed84-441e-91cb-xxxxxxxx",
		"task_status": "SUCCEEDED",
		"results": [
			{
				"url": "https://dashscope-result-hz.oss-cn-hangzhou.aliyuncs.com/xxx.png"
			}
		],
		"submit_time": "2025-02-21 17:56:31.786",
		"scheduled_time": "2025-02-21 17:56:31.821",
		"end_time": "2025-02-21 17:56:42.530",
		"task_metrics": {
			"TOTAL": 1,
			"SUCCEEDED": 1,
			"FAILED": 0
		}
	},
	"usage": {
		"image_count": 1
	}
}