{"id":53301,"date":"2025-08-12T08:04:26","date_gmt":"2025-08-12T00:04:26","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/53301.html"},"modified":"2025-08-12T08:04:26","modified_gmt":"2025-08-12T00:04:26","slug":"%e3%80%8a%e9%bb%91%e9%a9%ac%e5%a4%b4%e6%9d%a1%e3%80%8bday04-%e8%b8%a9%e5%9d%91%e4%bb%a5%e5%8f%8a%e4%b9%a0%e5%90%8e%e5%88%86%e4%ba%ab","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/53301.html","title":{"rendered":"\u300a\u9ed1\u9a6c\u5934\u6761\u300bday04 \u8e29\u5751\u4ee5\u53ca\u4e60\u540e\u5206\u4eab"},"content":{"rendered":"

\u4eca\u65e5\u4e3b\u8981\u5c31\u662f\u4e00\u4e2a\u963f\u91cc\u4e91sdk v2\u7684\u5347\u7ea7,\u522b\u7684\u4e5f\u6ca1\u6709\u4ec0\u4e48,\u672c\u6587\u4ee3\u7801\u5747\u4e3a\u53c2\u7167\u5b98\u7f51\u6587\u6863\u4ee5\u53ca\u5c3d\u53ef\u80fd\u7684\u8d34\u8fd1\u539f\u9879\u76ee\u4ee3\u7801sdk v1\u5199\u6cd5,\u54e6\u5bf9\u4e86,\u589e\u5f3a\u7248\u4e0d\u7528\u4f01\u4e1a\u8ba4\u8bc1,\u4e2a\u4eba\u6ce8\u518c\u6309\u91cf\u4ed8\u8d39,\u5e94\u8be5\u4e0d\u8d35,\u7528\u6765\u6d4b\u8bd5\u5f88\u597d<\/p>\n

\u5b98\u7f51\u5949\u4e0a,\u56fe\u7247\u81ea\u52a8\u5ba1\u6838\u4e5f\u5728\u91cc\u9762<\/p>\n

\u5982\u4f55\u4f7f\u7528\u6587\u672c\u5ba1\u6838\u589e\u5f3a\u7248\u8bc6\u522b\u6587\u672c\u8fdd\u89c4\u98ce\u9669_\u5185\u5bb9\u5b89\u5168(Content Moderation)-\u963f\u91cc\u4e91\u5e2e\u52a9\u4e2d\u5fc3<\/p>\n

\u963f\u91cc\u4e91\u5185\u5bb9\u5b89\u5168\u670d\u52a1sdk v2<\/h2>\n

nacos\u4e2d\u7684\u76f8\u5173\u914d\u7f6e<\/h3>\n

\u6211\u672c\u4ee5\u4e3a,\u6709\u4e86minio,\u5c31\u4e0d\u7528oss\u4e86,\u7ed3\u679c\u8fd8\u662f\u7528\u4e86<\/p>\n

aliyun:
\n text:
\n accessKeyId: YouraccessKeyId
\n secret: Yoursecret
\n service: comment_detection
\n region: cn-shanghai
\n endpoint: green-cip.cn-shanghai.aliyuncs.com
\n image:
\n accessKeyId: YouraccessKeyId
\n secret: YouraccessKeyId
\n scenes: terrorism
\n #aliyun.scenes=porn,terrorism,ad,qrcode,live,logo
\n service: baselineCheck
\n region: "cn-shanghai"
\n endpoint: green-cip.cn-shanghai.aliyuncs.com
\n ossEndpoint: oss-cn-beijing.aliyuncs.com
\n ossBucket: YourBucketName <\/p>\n

\u4e3a\u4ec0\u4e48\u8981\u533a\u5206text\u4ee5\u53caimage,\u56e0\u4e3a\u914d\u7f6eprefix\u5168\u90e8\u7b49\u4e8ealiyun\u4f1a\u7206\u524d\u7f00\u91cd\u590d\u7684\u9519,\u6240\u4ee5\u6211\u52a0\u4e86\u4e00\u70b9<\/p>\n

\u5173\u4e8e\u4e24\u8fb9\u7684service\u53c2\u6570,\u6211\u611f\u89c9\u4ee5\u540e\u6709\u7528,\u6240\u4ee5\u6211\u622a\u56fe\u4e86<\/p>\n

\u6587\u672c:<\/p>\n

\"\"<\/p>\n

\u56fe\u7247:<\/p>\n

\"\"<\/p>\n

\u5c31\u662f\u6839\u636e\u4e0d\u540c\u7684\u573a\u666f\u53bb\u8c03\u6574\u53c2\u6570\u5c31\u884c<\/p>\n

\u4f9d\u8d56\u5f15\u5165<\/h3>\n

<!–\u589e\u5f3a\u7248\u963f\u91cc\u4e91\u5185\u5bb9\u5b89\u5168–>
\n <dependency>
\n <groupId>com.aliyun<\/groupId>
\n <artifactId>green20220302<\/artifactId>
\n <version>2.20.0<\/version>
\n <\/dependency>
\n <dependency>
\n <groupId>com.aliyun.oss<\/groupId>
\n <artifactId>aliyun-sdk-oss<\/artifactId>
\n <version>3.17.4<\/version> <\/p>\n

\u4f9d\u8d56\u4e00\u4e2a\u662f\u589e\u5f3a\u7248\u5185\u5bb9\u5b89\u5168\u7684,\u4e00\u4e2a\u662foss\u7684,\u6ce8\u610foss\u7684\u7248\u672c,\u5982\u679c\u7248\u672c\u4f4e\u4e00\u70b9\u53ef\u80fd\u4f1a\u5bfc\u81f4\u540e\u9762\u4e1a\u52a1\u4ee3\u7801\u4e2dOSSClientBuilder\u7206\u9519<\/p>\n

\u4e1a\u52a1\u4ee3\u7801<\/h3>\n

\u628a\u8fd9\u4e24\u4e2a\u4e1a\u52a1\u4ee3\u7801\u7ed9\u539f\u6765\u4ee3\u7801\u91cc\u7684\u4e24\u4e2a\u66ff\u6362\u6389\u5373\u53ef,\u8bb0\u5f97\u6539\u4e00\u4e0bspring.facotories<\/p>\n

\u6587\u672c\u81ea\u52a8\u5ba1\u6838<\/h4>\n

\u5b9e\u9645\u5e72\u6d3b\u7684\u65b9\u6cd5\u662fmoderate,\u4f20String content\u5373\u53ef<\/p>\n

package com.heima.common.aliyun;<\/p>\n

import com.alibaba.fastjson.JSON;
\nimport com.alibaba.fastjson.JSONObject;
\nimport com.aliyun.green20220302.Client;
\nimport com.aliyun.green20220302.models.TextModerationRequest;
\nimport com.aliyun.green20220302.models.TextModerationResponse;
\nimport com.aliyun.green20220302.models.TextModerationResponseBody;
\nimport com.aliyun.teaopenapi.models.Config;
\nimport com.aliyun.teautil.models.RuntimeOptions;
\nimport lombok.Getter;
\nimport lombok.Setter;
\nimport lombok.extern.slf4j.Slf4j;
\nimport org.springframework.boot.context.properties.ConfigurationProperties;
\nimport org.springframework.stereotype.Component;<\/p>\n

import javax.annotation.PostConstruct;
\nimport java.util.HashMap;
\nimport java.util.Map;
\nimport java.util.UUID;<\/p>\n

@Getter
\n@Setter
\n@Slf4j
\n@Component
\n@ConfigurationProperties(prefix = "aliyun.text")
\npublic class GreenTextModeration {<\/p>\n

\/** \u4ece\u914d\u7f6e\u6587\u4ef6\u8bfb\u53d6 *\/
\n private String accessKeyId;
\n private String secret;
\n private String region;
\n private String endpoint;
\n private String service;<\/p>\n

private Client client;<\/p>\n

public void initClient() throws Exception {
\n Config config = new Config();
\n config.setAccessKeyId(accessKeyId);
\n config.setAccessKeySecret(secret);
\n config.setRegionId(region);
\n config.setEndpoint(endpoint);
\n config.setConnectTimeout(3000);
\n config.setReadTimeout(6000);<\/p>\n

client = new Client(config);
\n log.info("Aliyun Green client initialized, endpoint={}, region={}", endpoint, region);
\n }<\/p>\n

\/**
\n * \u5ba1\u6838\u6587\u672c
\n * @param content \u5f85\u68c0\u6d4b\u6587\u672c
\n * @return suggestion: pass\/review\/block; label: \u547d\u4e2d\u7c7b\u578b
\n *\/
\n public Map<String, String> moderate(String content) throws Exception {
\n initClient();
\n Map<String, String> resultMap = new HashMap<>();
\n if (content == null || content.trim().isEmpty()) {
\n resultMap.put("suggestion", "pass");
\n return resultMap;
\n }<\/p>\n

try {
\n JSONObject serviceParameters = new JSONObject();
\n serviceParameters.put("content", content);
\n serviceParameters.put("dataId", UUID.randomUUID().toString());<\/p>\n

TextModerationRequest req = new TextModerationRequest();
\n req.setService(service);
\n req.setServiceParameters(serviceParameters.toJSONString());<\/p>\n

RuntimeOptions runtime = new RuntimeOptions();
\n runtime.readTimeout = 10000;
\n runtime.connectTimeout = 10000;<\/p>\n

TextModerationResponse response = client.textModerationWithOptions(req, runtime);
\n if (response == null || response.getStatusCode() != 200) {
\n log.warn("textModeration failed or status != 200");
\n return null;
\n }<\/p>\n

TextModerationResponseBody body = response.getBody();
\n log.warn("Full response body: {}", JSON.toJSONString(body, true));
\n if (body != null && body.getCode() != null && body.getCode() == 200) {
\n TextModerationResponseBody.TextModerationResponseBodyData data = body.getData();
\n String labels = data.getLabels();<\/p>\n

if (labels != null && !labels.trim().isEmpty() && !"[]".equals(labels.trim())) {
\n resultMap.put("suggestion", "block");
\n resultMap.put("label", labels);
\n } else {
\n resultMap.put("suggestion", "pass");
\n }
\n return resultMap;
\n } else {
\n log.warn("textModeration code != 200");
\n return null;
\n }
\n } catch (Exception e) {
\n log.error("text moderation error", e);
\n return null;
\n }
\n }
\n}<\/p>\n

\u56fe\u7247\u81ea\u52a8\u5ba1\u6838<\/h4>\n

package com.heima.common.aliyun;<\/p>\n

import com.alibaba.fastjson.JSON;
\nimport com.alibaba.fastjson.JSONObject;
\nimport com.aliyun.green20220302.Client;
\nimport com.aliyun.green20220302.models.ImageModerationRequest;
\nimport com.aliyun.green20220302.models.ImageModerationResponse;
\nimport com.aliyun.green20220302.models.ImageModerationResponseBody;
\nimport com.aliyun.oss.OSS;
\nimport com.aliyun.oss.OSSClientBuilder;
\nimport com.aliyun.teaopenapi.models.Config;
\nimport com.aliyun.teautil.models.RuntimeOptions;
\nimport lombok.Getter;
\nimport lombok.Setter;
\nimport lombok.extern.slf4j.Slf4j;
\nimport org.springframework.boot.context.properties.ConfigurationProperties;
\nimport org.springframework.stereotype.Component;<\/p>\n

import javax.annotation.PostConstruct;
\nimport java.io.ByteArrayInputStream;
\nimport java.util.*;<\/p>\n

@Slf4j
\n@Getter
\n@Setter
\n@Component
\n@ConfigurationProperties(prefix = "aliyun.image")
\npublic class GreenImageModeration {<\/p>\n

\/\/ \u7eff\u7f51\u914d\u7f6e
\n private String accessKeyId;
\n private String secret;
\n private String region;
\n private String endpoint;
\n private String service;
\n private String scenes;<\/p>\n

private Client client;<\/p>\n

\/\/ \u963f\u91cc\u4e91OSS\u914d\u7f6e
\n private String ossEndpoint;
\n private String ossBucket;
\n private OSS ossClient;<\/p>\n

public void initClient() throws Exception {
\n \/\/ \u521d\u59cb\u5316\u7eff\u7f51Client
\n Config config = new Config();
\n config.setAccessKeyId(accessKeyId);
\n config.setAccessKeySecret(secret);
\n config.setRegionId(region);
\n config.setEndpoint(endpoint);
\n client = new Client(config);<\/p>\n

\/\/ \u521d\u59cb\u5316OSS\u5ba2\u6237\u7aef
\n ossClient = new OSSClientBuilder().build(ossEndpoint, accessKeyId,secret);
\n log.info("Initialized clients: GreenImageModeration service={} region={}, OSS endpoint={}", service, region, ossEndpoint);
\n }<\/p>\n

\/**
\n * \u4e0a\u4f20\u56fe\u7247\u4e8c\u8fdb\u5236\u5230OSS，\u8fd4\u56de\u56fe\u7247\u516c\u7f51\u8bbf\u95eeURL
\n *\/
\n public String uploadImageToOss(byte[] imageBytes, String objectName) {
\n try {
\n ByteArrayInputStream inputStream = new ByteArrayInputStream(imageBytes);
\n ossClient.putObject(ossBucket, objectName, inputStream);
\n \/\/ \u62fc\u63a5\u516c\u7f51URL，\u5047\u8bbeBucket\u5f00\u542f\u4e86\u516c\u7f51\u8bfb\u6743\u9650
\n String url = "https:\/\/" + ossBucket + "." + ossEndpoint + "\/" + objectName;
\n return url;
\n } catch (Exception e) {
\n log.error("Upload image to OSS failed", e);
\n return null;
\n }
\n }<\/p>\n

\/**
\n * \u56fe\u7247\u5ba1\u6838（\u4f7f\u7528URL\u65b9\u5f0f）
\n * \u5148\u4e0a\u4f20\u56fe\u7247\u5230OSS，\u518d\u7528\u56fe\u7247URL\u8c03\u7528\u7eff\u7f51\u63a5\u53e3
\n * @param imageList \u56fe\u7247\u5b57\u8282\u6570\u7ec4\u5217\u8868
\n * @return \u5ba1\u6838\u7ed3\u679c Map
\n *\/
\n public Map<String, String> moderateImage(List<byte[]> imageList) throws Exception {
\n initClient();
\n Map<String, String> resultMap = new HashMap<>();
\n for (int i = 0; i < imageList.size(); i++) {
\n byte[] imageBytes = imageList.get(i);
\n String objectName = "image-moderation\/" + UUID.randomUUID().toString() + ".jpg"; \/\/ \u81ea\u5b9a\u4e49\u8def\u5f84\u53ca\u540d\u79f0<\/p>\n

\/\/ 1. \u4e0a\u4f20\u56fe\u7247\u5230OSS，\u83b7\u53d6URL
\n String imageUrl = uploadImageToOss(imageBytes, objectName);
\n if (imageUrl == null) {
\n log.error("Upload image to OSS failed for image index {}", i);
\n resultMap.put("suggestion", "upload_failed");
\n continue;
\n }<\/p>\n

\/\/ 2. \u6784\u9020\u7eff\u7f51\u5ba1\u6838\u8bf7\u6c42\u53c2\u6570，\u4f7f\u7528URL\u65b9\u5f0f
\n JSONObject params = new JSONObject();
\n params.put("dataId", UUID.randomUUID().toString());
\n params.put("imageUrl", imageUrl); \/\/ \u8fd9\u91cc\u6539\u7528URL\u4f20\u53c2
\n params.put("scenes", Arrays.asList(scenes.split(",")));<\/p>\n

ImageModerationRequest req = new ImageModerationRequest();
\n req.setService(service);
\n req.setServiceParameters(params.toJSONString());<\/p>\n

RuntimeOptions runtime = new RuntimeOptions();
\n runtime.connectTimeout = 10000;
\n runtime.readTimeout = 10000;<\/p>\n

ImageModerationResponse resp = client.imageModerationWithOptions(req, runtime);
\n if (resp == null || resp.getStatusCode() != 200) {
\n log.error("ImageModeration HTTP error, status: {}", resp == null ? "null" : resp.getStatusCode());
\n resultMap.put("suggestion", "http_error");
\n continue;
\n }<\/p>\n

ImageModerationResponseBody body = resp.getBody();
\n log.warn("Full response body: {}", JSON.toJSONString(body, true));<\/p>\n

if (body.getCode() != null && body.getCode() == 200) {
\n ImageModerationResponseBody.ImageModerationResponseBodyData data = body.getData();
\n if (data == null || data.getResult() == null || data.getResult().isEmpty()) {
\n log.warn("No moderation results returned");
\n resultMap.put("suggestion", "pass");
\n continue;
\n }<\/p>\n

ImageModerationResponseBody.ImageModerationResponseBodyDataResult first = data.getResult().get(0);
\n String label = first.getLabel();
\n Float confidence = first.getConfidence();<\/p>\n

String suggestion;
\n if ("nonLabel".equals(label) || label == null || label.isEmpty()) {
\n suggestion = "pass";
\n } else {
\n suggestion = "block";
\n }
\n resultMap.put("suggestion", suggestion);
\n resultMap.put("label", label != null ? label : "");
\n resultMap.put("confidence", confidence != null ? confidence.toString() : "");<\/p>\n

log.warn("Moderation result: suggestion={}, label={}, confidence={}", suggestion, label, confidence);
\n } else {
\n log.error("Moderation failed: code={}, msg={}", body.getCode(), body.getMsg());
\n resultMap.put("suggestion", "fail");
\n }
\n }
\n return resultMap;
\n }<\/p>\n

\/\/ \u5173\u95edOSS\u5ba2\u6237\u7aef\u65f6\u673a\u8bf7\u6839\u636e\u9879\u76ee\u9700\u6c42\u8c03\u6574
\n public void shutdown() {
\n if (ossClient != null) {
\n ossClient.shutdown();
\n }
\n }
\n}<\/p>\n

\u89e3\u91ca\u4e00\u4e0b\u4e3a\u4ec0\u4e48\u7528oss:\u56e0\u4e3aminio\u7684\u56fe\u7247\u8bbf\u95ee\u8def\u5f84\u4e0d\u662f\u516c\u7f51\u8def\u5f84,\u800c\u963f\u91cc\u4e91\u5185\u5bb9\u5b89\u5168\u670d\u52a1\u4f20\u7684\u56fe\u7247url\u4ed6\u53c8\u8981\u6c42\u662f\u516c\u7f51url,\u6240\u4ee5\u4e1a\u52a1\u903b\u8f91\u5b9e\u9645\u4e0a\u662f\u5148\u4eceminio\u4e2d\u4e0b\u8f7d\u5bf9\u5e94\u7684\u56fe\u7247\u7136\u540e\u4e0a\u4f20\u5230oss\u91cc(\u6211\u628a\u4e4b\u524d\u505atlias\u7684Bucket\u62ff\u6765\u7528\u4e86)<\/p>\n

\u8fd9\u4e2a\u91cc\u9762\u5e72\u6d3b\u7684\u65b9\u6cd5\u662fmoderateImage,\u4f20List<byte[]> imageList<\/p>\n<\/p>\n

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