通义万相-通用图像编辑2.5

请求示例

import base64
import mimetypes
from http import HTTPStatus
from urllib.parse import urlparse, unquote
from pathlib import PurePosixPath
import dashscope
import requests
from dashscope import ImageSynthesis
import os

# 以下为北京地域url，若使用新加坡地域的模型，需将url替换为：https://dashscope-intl.aliyuncs.com/api/v1
dashscope.base_http_api_url = 'https://dashscope.aliyuncs.com/api/v1'

# 若没有配置环境变量，请用百炼API Key将下行替换为：api_key="sk-xxx"
# 新加坡和北京地域的API Key不同。获取API Key：https://help.aliyun.com/zh/model-studio/get-api-key
api_key = os.getenv("DASHSCOPE_API_KEY")

# --- 输入图片：使用 Base64 编码 ---
# base64编码格式为 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("不支持或无法识别的图像格式")
    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}"

"""
图像输入方式说明：
以下提供了三种图片输入方式，三选一即可

1. 使用公网URL - 适合已有公开可访问的图片
2. 使用本地文件 - 适合本地开发测试
3. 使用Base64编码 - 适合私有图片或需要加密传输的场景
"""

# 【方式一】使用公网图片 URL
image_url_1 = "https://img.alicdn.com/imgextra/i3/O1CN0157XGE51l6iL9441yX_!!6000000004770-49-tps-1104-1472.webp"
image_url_2 = "https://img.alicdn.com/imgextra/i3/O1CN01SfG4J41UYn9WNt4X1_!!6000000002530-49-tps-1696-960.webp"

# 【方式二】使用本地文件（支持绝对路径和相对路径）
# 格式要求：file:// + 文件路径
# 示例（绝对路径）：
# image_url_1 = "file://" + "/path/to/your/image_1.png"     # Linux/macOS
# image_url_2 = "file://" + "C:/path/to/your/image_2.png"  # Windows
# 示例（相对路径）：
# image_url_1 = "file://" + "./image_1.png"                 # 以实际路径为准
# image_url_2 = "file://" + "./image_1.png"                # 以实际路径为准

# 【方式三】使用Base64编码的图片
# image_url_1 = encode_file("./image_1.png")               # 以实际路径为准
# image_url_2 = encode_file("./image_2.png")              # 以实际路径为准

print('----sync call, please wait a moment----')
rsp = ImageSynthesis.call(api_key=api_key,
                          model="wan2.5-i2i-preview",
                          prompt="将图1中的闹钟放置到图2的餐桌的花瓶旁边位置",
                          images=[image_url_1, image_url_2],
                          negative_prompt="",
                          n=1,
                          watermark=False,
                          seed=12345)
print('response: %s' % rsp)
if rsp.status_code == HTTPStatus.OK:
    # 在当前目录下保存图片
    for result in rsp.output.results:
        file_name = PurePosixPath(unquote(urlparse(result.url).path)).parts[-1]
        with open('./%s' % file_name, 'wb+') as f:
            f.write(requests.get(result.url).content)
else:
    print('sync_call Failed, status_code: %s, code: %s, message: %s' %
          (rsp.status_code, rsp.code, rsp.message))

响应示例

url 有效期24小时，请及时下载图像。

{
    "status_code": 200,
    "request_id": "8ad45834-4321-44ed-adf5-xxxxxx",
    "code": null,
    "message": "",
    "output": {
        "task_id": "3aff9ebd-35fc-4339-98a3-xxxxxx",
        "task_status": "SUCCEEDED",
        "results": [
            {
                "url": "https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx",
                "orig_prompt": "将图1中的闹钟放置到图2的餐桌的花瓶旁边位置"
            }
        ],
        "submit_time": "2025-10-23 16:18:16.009",
        "scheduled_time": "2025-10-23 16:18:16.040",
        "end_time": "2025-10-23 16:19:09.591",
        "task_metrics": {
            "TOTAL": 1,
            "FAILED": 0,
            "SUCCEEDED": 1
        }
    },
    "usage": {
        "image_count": 1
    }
}

请求示例

import os
from http import HTTPStatus
from urllib.parse import urlparse, unquote
from pathlib import PurePosixPath
import dashscope
import requests
from dashscope import ImageSynthesis

# 以下为北京地域url，若使用新加坡地域的模型，需将url替换为：https://dashscope-intl.aliyuncs.com/api/v1
dashscope.base_http_api_url = 'https://dashscope.aliyuncs.com/api/v1'

# 若没有配置环境变量，请用百炼API Key将下行替换为：api_key="sk-xxx"
# 新加坡和北京地域的API Key不同。获取API Key：https://help.aliyun.com/zh/model-studio/get-api-key
api_key = os.getenv("DASHSCOPE_API_KEY")


def async_call():
    print('----create task----')
    task_info = create_async_task()
    print('----wait task----')
    wait_async_task(task_info)


# 创建异步任务
def create_async_task():
    rsp = ImageSynthesis.async_call(api_key=api_key,
                                    model="wan2.5-i2i-preview",
                                    prompt="将图1中的闹钟放置到图2的餐桌的花瓶旁边位置",
                                    images=["https://img.alicdn.com/imgextra/i3/O1CN0157XGE51l6iL9441yX_!!6000000004770-49-tps-1104-1472.webp",
                                            "https://img.alicdn.com/imgextra/i3/O1CN01SfG4J41UYn9WNt4X1_!!6000000002530-49-tps-1696-960.webp"],
                                    negative_prompt="",
                                    n=1,
                                    watermark=False,
                                    seed=12345)
    print(rsp)
    if rsp.status_code == HTTPStatus.OK:
        print(rsp.output)
    else:
        print('Failed, status_code: %s, code: %s, message: %s' %
              (rsp.status_code, rsp.code, rsp.message))
    return rsp


# 等待异步任务结束
def wait_async_task(task):
    rsp = ImageSynthesis.wait(task)
    print(rsp)
    if rsp.status_code == HTTPStatus.OK:
        print(rsp.output)
        # save file to current directory
        for result in rsp.output.results:
            file_name = PurePosixPath(unquote(urlparse(result.url).path)).parts[-1]
            with open('./%s' % file_name, 'wb+') as f:
                f.write(requests.get(result.url).content)
    else:
        print('Failed, status_code: %s, code: %s, message: %s' %
              (rsp.status_code, rsp.code, rsp.message))


# 获取异步任务信息
def fetch_task_status(task):
    status = ImageSynthesis.fetch(task)
    print(status)
    if status.status_code == HTTPStatus.OK:
        print(status.output.task_status)
    else:
        print('Failed, status_code: %s, code: %s, message: %s' %
              (status.status_code, status.code, status.message))


# 取消异步任务，只有处于PENDING状态的任务才可以取消
def cancel_task(task):
    rsp = ImageSynthesis.cancel(task)
    print(rsp)
    if rsp.status_code == HTTPStatus.OK:
        print(rsp.output.task_status)
    else:
        print('Failed, status_code: %s, code: %s, message: %s' %
              (rsp.status_code, rsp.code, rsp.message))


if __name__ == '__main__':
    async_call()

响应示例

1、创建任务的响应示例

{
	"status_code": 200,
	"request_id": "31b04171-011c-96bd-ac00-f0383b669cc7",
	"code": "",
	"message": "",
	"output": {
		"task_id": "4f90cf14-a34e-4eae-xxxxxxxx",
		"task_status": "PENDING",
		"results": []
	},
	"usage": null
}

2、查询任务结果的响应示例

url 有效期24小时，请及时下载图像。

{
    "status_code": 200,
    "request_id": "8ad45834-4321-44ed-adf5-xxxxxx",
    "code": null,
    "message": "",
    "output": {
        "task_id": "3aff9ebd-35fc-4339-98a3-xxxxxx",
        "task_status": "SUCCEEDED",
        "results": [
            {
                "url": "https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx",
                "orig_prompt": "将图1中的闹钟放置到图2的餐桌的花瓶旁边位置"
            }
        ],
        "submit_time": "2025-10-23 16:18:16.009",
        "scheduled_time": "2025-10-23 16:18:16.040",
        "end_time": "2025-10-23 16:19:09.591",
        "task_metrics": {
            "TOTAL": 1,
            "FAILED": 0,
            "SUCCEEDED": 1
        }
    },
    "usage": {
        "image_count": 1
    }
}

请求示例

// Copyright (c) Alibaba, Inc. and its affiliates.
import com.alibaba.dashscope.aigc.imagesynthesis.ImageSynthesis;
import com.alibaba.dashscope.aigc.imagesynthesis.ImageSynthesisResult;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.aigc.imagesynthesis.ImageSynthesisParam;
import com.alibaba.dashscope.utils.Constants;
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.*;

public class Image2Image {

    static {
        // 以下为北京地域url，若使用新加坡地域的模型，需将url替换为：https://dashscope-intl.aliyuncs.com/api/v1
        Constants.baseHttpApiUrl = "https://dashscope.aliyuncs.com/api/v1";
    }

    // 若没有配置环境变量，请用百炼API Key将下行替换为：apiKey="sk-xxx"
    // 新加坡和北京地域的API Key不同。获取API Key：https://help.aliyun.com/zh/model-studio/get-api-key
    static String apiKey = System.getenv("DASHSCOPE_API_KEY");

    /**
     * 图像输入方式说明：三选一即可
     *
     * 1. 使用公网URL - 适合已有公开可访问的图片
     * 2. 使用本地文件 - 适合本地开发测试
     * 3. 使用Base64编码 - 适合私有图片或需要加密传输的场景
     */

    //【方式一】公网URL
    static String imageUrl_1 = "https://img.alicdn.com/imgextra/i3/O1CN0157XGE51l6iL9441yX_!!6000000004770-49-tps-1104-1472.webp";
    static String imageUrl_2 = "https://img.alicdn.com/imgextra/i3/O1CN01SfG4J41UYn9WNt4X1_!!6000000002530-49-tps-1696-960.webp";

    //【方式二】本地文件路径（file://+绝对路径 or file:///+绝对路径）
    // static String imageUrl_1 = "file://" + "/your/path/to/image_1.png";    // Linux/macOS
    // static String imageUrl_2 = "file:///" + "C:/your/path/to/image_2.png";  // Windows

    //【方式三】Base64编码
    // static String imageUrl_1 = encodeFile("/your/path/to/image_1.png");
    // static String imageUrl_2 = encodeFile("/your/path/to/image_2.png");

    // 设置待编辑的图片列表
    static List<String> imageUrls = new ArrayList<>();
    static {
        imageUrls.add(imageUrl_1);
        imageUrls.add(imageUrl_2);
    }

    public static void syncCall() {
        // 设置parameters参数
        Map<String, Object> parameters = new HashMap<>();
        parameters.put("watermark", false);
        parameters.put("seed", "12345");

        ImageSynthesisParam param =
                ImageSynthesisParam.builder()
                        .apiKey(apiKey)
                        .model("wan2.5-i2i-preview")
                        .prompt("将图1中的闹钟放置到图2的餐桌的花瓶旁边位置")
                        .images(imageUrls)
                        .n(1)
                        .negativePrompt("")
                        .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));
    }

    /**
     * 将文件编码为Base64字符串
     * @param filePath 文件路径
     * @return Base64字符串，格式为 data:{MIME_type};base64,{base64_data}
     */
    public static String encodeFile(String filePath) {
        Path path = Paths.get(filePath);
        if (!Files.exists(path)) {
            throw new IllegalArgumentException("文件不存在: " + filePath);
        }
        // 检测MIME类型
        String mimeType = null;
        try {
            mimeType = Files.probeContentType(path);
        } catch (IOException e) {
            throw new IllegalArgumentException("无法检测文件类型: " + filePath);
        }
        if (mimeType == null || !mimeType.startsWith("image/")) {
            throw new IllegalArgumentException("不支持或无法识别的图像格式");
        }
        // 读取文件内容并编码
        byte[] fileBytes = null;
        try{
            fileBytes = Files.readAllBytes(path);
        } catch (IOException e) {
            throw new IllegalArgumentException("无法读取文件内容: " + filePath);
        }

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

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

响应示例

url 有效期24小时，请及时下载图像。

{
    "request_id": "d362685b-757f-4eac-bab5-xxxxxx",
    "output": {
        "task_id": "bfa7fc39-3d87-4fa7-b1e6-xxxxxx",
        "task_status": "SUCCEEDED",
        "results": [
            {
                "orig_prompt": "将图1中的闹钟放置到图2的餐桌的花瓶旁边位置",
                "url": "https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx"
            }
        ],
        "task_metrics": {
            "TOTAL": 1,
            "SUCCEEDED": 1,
            "FAILED": 0
        }
    },
    "usage": {
        "image_count": 1
    }
}

请求示例

// 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.Constants;
import com.alibaba.dashscope.utils.JsonUtils;

import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

public class Image2Image {
    static {
        // 以下为北京地域url，若使用新加坡地域的模型，需将url替换为：https://dashscope-intl.aliyuncs.com/api/v1
        Constants.baseHttpApiUrl = "https://dashscope.aliyuncs.com/api/v1";
    }

    // 若没有配置环境变量，请用百炼API Key将下行替换为：apiKey="sk-xxx"
    // 新加坡和北京地域的API Key不同。获取API Key：https://help.aliyun.com/zh/model-studio/get-api-key
    static String apiKey = System.getenv("DASHSCOPE_API_KEY");

    //公网URL
    static String imageUrl_1 = "https://img.alicdn.com/imgextra/i3/O1CN0157XGE51l6iL9441yX_!!6000000004770-49-tps-1104-1472.webp";
    static String imageUrl_2 = "https://img.alicdn.com/imgextra/i3/O1CN01SfG4J41UYn9WNt4X1_!!6000000002530-49-tps-1696-960.webp";

    // 设置待编辑的图片列表
    static List<String> imageUrls = new ArrayList<>();
    static {
        imageUrls.add(imageUrl_1);
        imageUrls.add(imageUrl_2);
    }

    public static void asyncCall() {
        // 设置parameters参数
        Map<String, Object> parameters = new HashMap<>();
        parameters.put("watermark", false);
        parameters.put("seed", "12345");

        ImageSynthesisParam param =
                ImageSynthesisParam.builder()
                        .apiKey(apiKey)
                        .model("wan2.5-i2i-preview")
                        .prompt("将图1中的闹钟放置到图2的餐桌的花瓶旁边位置")
                        .images(imageUrls)
                        .n(1)
                        .negativePrompt("")
                        .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();
        ImageSynthesisListResult result = is.list(param);
        System.out.println(result);
    }

    public void fetchTask(String taskId) throws ApiException, NoApiKeyException {
        ImageSynthesis is = new ImageSynthesis();
        // 如果已设置 DASHSCOPE_API_KEY 为环境变量，apiKey 可为空。
        ImageSynthesisResult result = is.fetch(taskId, null);
        System.out.println(result.getOutput());
        System.out.println(result.getUsage());
    }


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

响应示例

1、创建任务的响应示例

{
	"request_id": "5dbf9dc5-4f4c-9605-85ea-542f97709ba8",
	"output": {
		"task_id": "7277e20e-aa01-4709-xxxxxxxx",
		"task_status": "PENDING"
	}
}

2、查询任务结果的响应示例

url 有效期24小时，请及时下载图片。

{
    "request_id": "d362685b-757f-4eac-bab5-xxxxxx",
    "output": {
        "task_id": "bfa7fc39-3d87-4fa7-b1e6-xxxxxx",
        "task_status": "SUCCEEDED",
        "results": [
            {
                "orig_prompt": "将图1中的闹钟放置到图2的餐桌的花瓶旁边位置",
                "url": "https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx"
            }
        ],
        "task_metrics": {
            "TOTAL": 1,
            "SUCCEEDED": 1,
            "FAILED": 0
        }
    },
    "usage": {
        "image_count": 1
    }
}