Files
Arbitrate-Backend/ruoyi-system/src/main/java/com/ruoyi/wisdomarbitrate/utils/OCRUtils.java
T
2023-12-20 09:15:28 +08:00

276 lines
12 KiB
Java

package com.ruoyi.wisdomarbitrate.utils;
import cn.hutool.core.collection.CollectionUtil;
import cn.hutool.core.util.StrUtil;
import com.ruoyi.common.constant.Constants;
import com.ruoyi.common.exception.ServiceException;
import com.ruoyi.common.utils.StringUtils;
import com.ruoyi.wisdomarbitrate.domain.FatchRule;
import com.tencentcloudapi.bsca.v20210811.models.LicenseSummary;
import com.tencentcloudapi.common.Credential;
import com.tencentcloudapi.common.exception.TencentCloudSDKException;
import com.tencentcloudapi.common.profile.ClientProfile;
import com.tencentcloudapi.common.profile.HttpProfile;
import com.tencentcloudapi.ocr.v20181119.OcrClient;
import com.tencentcloudapi.ocr.v20181119.models.*;
import org.json.JSONArray;
import org.json.JSONObject;
import java.io.File;
import java.io.FileInputStream;
import java.io.IOException;
import java.util.*;
import java.util.stream.Collectors;
public class OCRUtils {
//API的SecretId
private static final String SECRET_ID = "AKIDeEf2A8uX1HSainvvnXAc3X9ZlhtyvkMp";
//API的SecretKey
private static final String SECRET_KEY = "QjphKo8zkHZigT8j9PVtFPJyfIvO3d6V";
// 仲裁申请书识别字段
private static final String[] applicantName = {"申请人", "统一社会信用代码", "负责人", "住所", "联系地址"
, "委托代理人", "联系电话", "电子邮件", "被申请人", "居民身份证号码", "仲裁请求", "事实和理由"};
// 贷款合同识别字段
private static final String[] contractName = {
"合同编号", "甲方(贷款人)", "或委托代理人签字:", "本合同的初始贷款年利率为", "乙方确认有效的电子信箱地址为"};
// 调解协议识别字段
private static final String[] accordName = {"金融消费纠纷基本情况", "经调解,双方自愿达成如下协议"};
// 授权委托书识别字段
private static final String[] powerAttorneyName = {"职务"};
/**
* pdf识别成文字
*
* @param imageBase64
* @param pageNumber
* @param fatchRules 抓取规则
* @return
*/
public static String pdfIdentifyText(String imageBase64, Integer pageNumber, List<FatchRule> fatchRules) {
StringBuilder respStr = new StringBuilder();
try {
// 实例化一个认证对象,入参需要传入腾讯云账户 SecretId 和 SecretKey,此处还需注意密钥对的保密
// 代码泄露可能会导致 SecretId 和 SecretKey 泄露,并威胁账号下所有资源的安全性。以下代码示例仅供参考,建议采用更安全的方式来使用密钥,请参见:https://cloud.tencent.com/document/product/1278/85305
// 密钥可前往官网控制台 https://console.cloud.tencent.com/cam/capi 进行获取
Credential cred = new Credential(SECRET_ID, SECRET_KEY);
// 实例化一个http选项,可选的,没有特殊需求可以跳过
HttpProfile httpProfile = new HttpProfile();
httpProfile.setEndpoint("ocr.tencentcloudapi.com");
// 实例化一个client选项,可选的,没有特殊需求可以跳过
ClientProfile clientProfile = new ClientProfile();
clientProfile.setHttpProfile(httpProfile);
// 实例化要请求产品的client对象,clientProfile是可选的
OcrClient client = new OcrClient(cred, "ap-beijing", clientProfile);
// 实例化一个请求对象,每个接口都会对应一个request对象
GeneralAccurateOCRRequest req = new GeneralAccurateOCRRequest();
req.setImageBase64(imageBase64);
req.setIsPdf(true);
req.setPdfPageNumber(pageNumber.longValue());
// 返回的resp是一个SmartStructuralOCRV2Response的实例,与请求对象对应
GeneralAccurateOCRResponse resp = client.GeneralAccurateOCR(req);
// 输出json格式的字符串回包
System.out.println(GeneralAccurateOCRResponse.toJsonString(resp));
// 获取响应内容
TextDetection[] textDetections = resp.getTextDetections();
if (textDetections == null || textDetections.length == 0) {
return respStr.toString();
}
for (TextDetection textDetection : textDetections) {
respStr.append(textDetection.getDetectedText());
}
} catch (TencentCloudSDKException e) {
throw new ServiceException("ocr识别失败");
}
if (respStr.toString().endsWith(String.valueOf(pageNumber))) {
int lastIndexOf = respStr.toString().lastIndexOf(String.valueOf(pageNumber));
return respStr.toString().substring(0, lastIndexOf);
}
return respStr.toString();
}
public static String pdfConvertBase64(String pathUrl) {
try {
File file = new File(pathUrl);
FileInputStream fileInputStream = new FileInputStream(file);
byte[] fileBytes = new byte[(int) file.length()];
fileInputStream.read(fileBytes);
fileInputStream.close();
// 将字节数组转换为Base64值
return Base64.getEncoder().encodeToString(fileBytes);
} catch (IOException e) {
e.printStackTrace();
}
return null;
}
/**
* 根据抓取规则获取内容
*
* @param ocrText ocr识别的text
* @param fatchRules 抓取规则
* @return
*/
public static void fatchRuleGetContent(String ocrText, List<FatchRule> fatchRules, Map<String, String> fatchMap) {
if (StrUtil.isEmpty(ocrText) || CollectionUtil.isEmpty(fatchRules)) {
return;
}
for (FatchRule fatchRule : fatchRules) {
// 从后往前抓取
if (fatchRule.getFatchOrder() != null && fatchRule.getFatchOrder() == 1) {
reverseSubstringText(ocrText, fatchRule, fatchMap,null);
} else {
// 从前往后抓取
substringText(ocrText, fatchRule, fatchMap,null);
}
}
}
/**
* 根据抓取规则获取内容
*
* @param ocrText ocr识别的text
* @param fatchRules 抓取规则
* @return
*/
public static void fatchRuleGetContent(String ocrText, List<FatchRule> fatchRules, Map<String, String> fatchMap, Long caseId) {
if (StrUtil.isEmpty(ocrText) || CollectionUtil.isEmpty(fatchRules)) {
return;
}
for (FatchRule fatchRule : fatchRules) {
// 从后往前抓取
if (fatchRule.getFatchOrder() != null && fatchRule.getFatchOrder() == 1) {
reverseSubstringText(ocrText, fatchRule, fatchMap, caseId);
} else {
// 从前往后抓取
substringText(ocrText, fatchRule, fatchMap, caseId);
}
}
}
/**
* 正向截取字段
*
* @param text
* @param fatchRule
* @param fatchMap
*/
private static void substringText(String text, FatchRule fatchRule, Map<String, String> fatchMap, Long caseId) {
String startContent = fatchRule.getStartContent();
String endContent = fatchRule.getEndContent();
// 开始为空结束为空
if (StrUtil.isEmpty(startContent) && StrUtil.isEmpty(endContent)) {
fatchMap.put(fatchRule.getColumnName(), trimStr(text));
} else if (StrUtil.isNotEmpty(startContent) && StrUtil.isEmpty(endContent)) {
// 开始不为空结束为空
int startContIndex = StrUtil.ordinalIndexOf(text, startContent, fatchRule.getStartContentRepeatOrder());
if (startContIndex != -1 && text.length() >= (startContIndex + startContent.length())) {
String substring = text.substring(startContIndex + startContent.length());
// 去除\n
fatchMap.put(fatchRule.getColumnName(), trimStr(substring));
}
} else if (StrUtil.isEmpty(startContent) && StrUtil.isNotEmpty(endContent)) {
// 开始为空结束不为空
int endContIndex = StrUtil.ordinalIndexOf(text, endContent, fatchRule.getEndContentRepeatOrder());
if (endContIndex != -1) {
String substring = text.substring(0, endContIndex);
fatchMap.put(fatchRule.getColumnName(), trimStr(substring));
}
} else if (StrUtil.isNotEmpty(startContent) && StrUtil.isNotEmpty(endContent)) {
// 开始结束不为空
int startIndexOf = StrUtil.ordinalIndexOf(text, startContent, fatchRule.getStartContentRepeatOrder());
int endIndexOf = StrUtil.ordinalIndexOf(text, endContent, fatchRule.getEndContentRepeatOrder());
if (startIndexOf != -1 && endIndexOf != -1 && endIndexOf >= (startIndexOf + startContent.length()) && text.length() >= endIndexOf) {
String substring = text.substring(startIndexOf + startContent.length(), endIndexOf);
fatchMap.put(fatchRule.getColumnName(), trimStr(substring));
}
}
}
/**
* 从后往前截取字符串
*
* @param text
* @param fatchRule
* @param fatchMap
*/
public static void reverseSubstringText(String text, FatchRule fatchRule, Map<String, String> fatchMap, Long caseId) {
// 反正字符串
String reverseText = StrUtil.reverse(text);
// 结束截取字段
String reverseEndContent = "";
// 开始截取字段
String reverseStartContent = "";
if (StrUtil.isNotEmpty(fatchRule.getEndContent())) {
reverseEndContent = StrUtil.reverse(fatchRule.getEndContent());
}
if (StrUtil.isNotEmpty(fatchRule.getStartContent())) {
reverseStartContent = StrUtil.reverse(fatchRule.getStartContent());
}
// 开始和结束截取都为空
if (StrUtil.isEmpty(reverseStartContent) && StrUtil.isEmpty(reverseEndContent)) {
fatchMap.put(fatchRule.getColumnName(), trimStr(text));
} else if (StrUtil.isEmpty(reverseStartContent) && StrUtil.isNotEmpty(reverseEndContent)) {
// 开始为空,结束不为空
// 根据截取的序号查找出位置
int indexOf = StrUtil.ordinalIndexOf(reverseText, reverseEndContent, fatchRule.getEndContentRepeatOrder());
if (indexOf != -1) {
String substring = reverseText.substring(0, indexOf);
if (StrUtil.isNotEmpty(substring)) {
fatchMap.put(fatchRule.getColumnName(), trimStr(StrUtil.reverse(substring)));
}
}
} else if (StrUtil.isNotEmpty(reverseStartContent) && StrUtil.isEmpty(reverseEndContent)) {
// 开始不为空,结束为空
int indexOf = StrUtil.ordinalIndexOf(reverseText, reverseStartContent, fatchRule.getStartContentRepeatOrder());
if (indexOf != -1 && (indexOf + reverseStartContent.length() <= text.length())) {
String substring = reverseText.substring(indexOf + reverseStartContent.length());
if (StrUtil.isNotEmpty(substring)) {
fatchMap.put(fatchRule.getColumnName(), trimStr(StrUtil.reverse(substring)));
}
}
} else if (StrUtil.isNotEmpty(reverseStartContent) && StrUtil.isNotEmpty(reverseEndContent)) {
// 开始结束都不为空
int endIndexOf = StrUtil.ordinalIndexOf(reverseText, reverseEndContent, fatchRule.getEndContentRepeatOrder());
int startIndexOf = StrUtil.ordinalIndexOf(reverseText, reverseStartContent, fatchRule.getStartContentRepeatOrder());
if (startIndexOf != -1 && endIndexOf != -1 && endIndexOf >= (startIndexOf + reverseStartContent.length()) && text.length() >= endIndexOf) {
String substring = reverseText.substring(startIndexOf + reverseStartContent.length(), endIndexOf);
if (StrUtil.isNotEmpty(substring)) {
fatchMap.put(fatchRule.getColumnName(), trimStr(StrUtil.reverse(substring)));
}
}
}
}
/**
* 去除末尾空格
*
* @param substring
* @return
*/
private static String trimStr(String substring) {
if (StrUtil.isNotEmpty(substring)) {
return StrUtil.trim(substring);
} else {
return "";
}
}
}