import java.awt.image.BufferedImage;
import java.io.BufferedReader;
import java.io.File;
import java.io.IOException;
import java.io.InputStreamReader;
import java.net.HttpURLConnection;
import java.net.URL;
import java.net.URLEncoder;
import java.util.List;
import java.util.Map;
import javax.imageio.ImageIO;
import nc.bs.logging.Logger;
import nc.bs.os.outside.TGOutsideUtils;
import org.apache.pdfbox.pdmodel.PDDocument;
import org.apache.pdfbox.rendering.PDFRenderer;
import org.springframework.web.multipart.MultipartFile;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONObject;
import com.baidu.ai.aip.utils.Base64Util;
import com.baidu.ai.aip.utils.FileUtil;
import com.baidu.ai.aip.utils.HttpUtil;
public class BaiduOCRTest {
public static void main(String[] args) {
File imagfile = null;
String result = null;
try {
String filepath = "f:/111.pdf";
String url = "https://aip.baidubce.com/rest/2.0/solution/v1/iocr/recognise/finance";
// 注意这里仅为了简化编码每一次请求都去获取access_token,线上环境access_token有过期时间,
// 客户端可自行缓存,过期后重新获取。
// String accessToken =
// "24.11e2f516b3dd260b2427251fa610cb83.2592000.1629255151.282335-24426393";
String accessToken = getAuth();
int begin = filepath.indexOf(".");
int last = filepath.length();
String fileType = filepath.substring(begin, last);
if (fileType.endsWith(".pdf")) {// PDF格式文件
try {
File file = new File(filepath);
PDDocument doc = PDDocument.load(file);
PDFRenderer renderer = new PDFRenderer(doc);
int pageCount = doc.getNumberOfPages();
for (int i = 0; i < pageCount; i++) {
// 方式1,第二个参数是设置缩放比(即像素)
// BufferedImage image = renderer.renderImageWithDPI(i,
// 296);
// 方式2,第二个参数是设置缩放比(即像素)
BufferedImage images = renderer.renderImage(i, 1.25f); // 第二个参数越大生成图片分辨率越高,转换时间也就越长
imagfile = new File("d:/icepdf_a" + i + ".jpg");
ImageIO.write(images, "PNG", imagfile);
}
doc.close(); // 关闭文件,不然该pdf文件会一直被占用。
MultipartFile newFile = FileUtil.getUtils()
.fileToMultipartFile(imagfile);
byte[] imgData1 = newFile.getBytes();
String imgStr1 = Base64Util.encode(imgData1);
String imgParam = URLEncoder.encode(imgStr1, "UTF-8");
String param = "image=" + imgParam
+ "&templateSign=mixed_receipt";
result = HttpUtil.post(url, accessToken, param);
} catch (IOException e) {
e.printStackTrace();
}
} else if (fileType.endsWith(".jpg") || fileType.endsWith(".jpeg")
|| fileType.endsWith("png") || fileType.endsWith(".bmp")) {// 图片格式
imagfile = new File(filepath);
MultipartFile newFile = FileUtil.getUtils()
.fileToMultipartFile(imagfile);
byte[] imgData1 = newFile.getBytes();
String imgStr1 = Base64Util.encode(imgData1);
String imgParam = URLEncoder.encode(imgStr1, "UTF-8");
String param = "image=" + imgParam
+ "&templateSign=mixed_receipt";
result = HttpUtil.post(url, accessToken, param);
}
} catch (Exception e) {
// TODO 自动生成的 catch 块
e.printStackTrace();
} finally {
if (imagfile != null) {
imagfile.delete();
}
}
}
private static String getAuth() throws Exception {
// 官网获取的 API Key 更新为你注册的
String clientId = "API Key";
// 官网获取的 Secret Key 更新为你注册的
String clientSecret = "Secret Key";
return getAuth(clientId, clientSecret);
}
/**
* 获取API访问token 该token有一定的有效期,需要自行管理,当失效时需重新获取.
*
* @param ak
* - 百度云官网获取的 API Key
* @param sk
* - 百度云官网获取的 Securet Key
* @return assess_token 示例:
* "24.460da4889caad24cccdb1fea17221975.2592000.1491995545.282335-1234567"
* @throws Exception
*/
private static String getAuth(String ak, String sk) throws Exception {
// 获取token地址
String authHost = "https://aip.baidubce.com/oauth/2.0/token?";
String getAccessTokenUrl = authHost
// 1. grant_type为固定参数
+ "grant_type=client_credentials"
// 2. 官网获取的 API Key
+ "&client_id=" + ak
// 3. 官网获取的 Secret Key
+ "&client_secret=" + sk;
try {
URL realUrl = new URL(getAccessTokenUrl);
// 打开和URL之间的连接
HttpURLConnection connection = (HttpURLConnection) realUrl
.openConnection();
connection.setRequestMethod("GET");
connection.connect();
// 获取所有响应头字段
Map> map = connection.getHeaderFields();
// 遍历所有的响应头字段
for (String key : map.keySet()) {
System.err.println(key + "--->" + map.get(key));
}
// 定义 BufferedReader输入流来读取URL的响应
BufferedReader in = new BufferedReader(new InputStreamReader(
connection.getInputStream()));
String result = "";
String line;
while ((line = in.readLine()) != null) {
result += line;
}
/**
* 返回结果示例
*/
System.err.println("result:" + result);
org.json.JSONObject jsonObject = new org.json.JSONObject(result);
String access_token = jsonObject.getString("access_token");
return access_token;
} catch (Exception e) {
Logger.error("调用百度OCR获取token失败!" + e.getMessage(), e);
throw new Exception("调用百度OCR获取token失败!" + e.getMessage(), e);
}
}
}
注:百度OCR文字识别接口,涉及将PDF文件转为图片;主类中使用到的工具类,都是百度提供的,如:Base64Util,FileUtil,HttpUtil,具体代码如下
FileUtil:
package com.baidu.ai.aip.utils;
import java.io.*;
import org.apache.commons.fileupload.FileItem;
import org.apache.commons.fileupload.FileItemFactory;
import org.apache.commons.fileupload.disk.DiskFileItemFactory;
import org.springframework.web.multipart.MultipartFile;
import org.springframework.web.multipart.commons.CommonsMultipartFile;
/**
* 文件读取工具类
*/
public class FileUtil {
static FileUtil utils;
public static FileUtil getUtils() {
if (utils == null) {
utils = new FileUtil();
}
return utils;
}
public MultipartFile fileToMultipartFile(File file) {
FileItem fileItem = createFileItem(file);
MultipartFile multipartFile = new CommonsMultipartFile(fileItem);
return multipartFile;
}
private static FileItem createFileItem(File file) {
FileItemFactory factory = new DiskFileItemFactory(16, null);
FileItem item = factory.createItem("textField", "text/plain", true,
file.getName());
int bytesRead = 0;
byte[] buffer = new byte[8192];
try {
FileInputStream fis = new FileInputStream(file);
OutputStream os = item.getOutputStream();
while ((bytesRead = fis.read(buffer, 0, 8192)) != -1) {
os.write(buffer, 0, bytesRead);
}
os.close();
fis.close();
} catch (IOException e) {
e.printStackTrace();
}
return item;
}
/**
* 读取文件内容,作为字符串返回
*/
public static String readFileAsString(String filePath) throws IOException {
File file = new File(filePath);
if (!file.exists()) {
throw new FileNotFoundException(filePath);
}
if (file.length() > 1024 * 1024 * 1024) {
throw new IOException("File is too large");
}
StringBuilder sb = new StringBuilder((int) (file.length()));
// 创建字节输入流
FileInputStream fis = new FileInputStream(filePath);
// 创建一个长度为10240的Buffer
byte[] bbuf = new byte[10240];
// 用于保存实际读取的字节数
int hasRead = 0;
while ((hasRead = fis.read(bbuf)) > 0) {
sb.append(new String(bbuf, 0, hasRead));
}
fis.close();
return sb.toString();
}
/**
* 根据文件路径读取byte[] 数组
*/
public static byte[] readFileByBytes(String filePath) throws IOException {
File file = new File(filePath);
if (!file.exists()) {
throw new FileNotFoundException(filePath);
} else {
ByteArrayOutputStream bos = new ByteArrayOutputStream(
(int) file.length());
BufferedInputStream in = null;
try {
in = new BufferedInputStream(new FileInputStream(file));
short bufSize = 1024;
byte[] buffer = new byte[bufSize];
int len1;
while (-1 != (len1 = in.read(buffer, 0, bufSize))) {
bos.write(buffer, 0, len1);
}
byte[] var7 = bos.toByteArray();
return var7;
} finally {
try {
if (in != null) {
in.close();
}
} catch (IOException var14) {
var14.printStackTrace();
}
bos.close();
}
}
}
}
Base65Util:
package com.baidu.ai.aip.utils;
/**
* Base64 工具类
*/
public class Base64Util {
private static final char last2byte = (char) Integer.parseInt("00000011", 2);
private static final char last4byte = (char) Integer.parseInt("00001111", 2);
private static final char last6byte = (char) Integer.parseInt("00111111", 2);
private static final char lead6byte = (char) Integer.parseInt("11111100", 2);
private static final char lead4byte = (char) Integer.parseInt("11110000", 2);
private static final char lead2byte = (char) Integer.parseInt("11000000", 2);
private static final char[] encodeTable = new char[]{'A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X', 'Y', 'Z', 'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z', '0', '1', '2', '3', '4', '5', '6', '7', '8', '9', '+', '/'};
public Base64Util() {
}
public static String encode(byte[] from) {
StringBuilder to = new StringBuilder((int) ((double) from.length * 1.34D) + 3);
int num = 0;
char currentByte = 0;
int i;
for (i = 0; i < from.length; ++i) {
for (num %= 8; num < 8; num += 6) {
switch (num) {
case 0:
currentByte = (char) (from[i] & lead6byte);
currentByte = (char) (currentByte >>> 2);
case 1:
case 3:
case 5:
default:
break;
case 2:
currentByte = (char) (from[i] & last6byte);
break;
case 4:
currentByte = (char) (from[i] & last4byte);
currentByte = (char) (currentByte << 2);
if (i + 1 < from.length) {
currentByte = (char) (currentByte | (from[i + 1] & lead2byte) >>> 6);
}
break;
case 6:
currentByte = (char) (from[i] & last2byte);
currentByte = (char) (currentByte << 4);
if (i + 1 < from.length) {
currentByte = (char) (currentByte | (from[i + 1] & lead4byte) >>> 4);
}
}
to.append(encodeTable[currentByte]);
}
}
if (to.length() % 4 != 0) {
for (i = 4 - to.length() % 4; i > 0; --i) {
to.append("=");
}
}
return to.toString();
}
}
HttpUtil:
package com.baidu.ai.aip.utils;
import java.io.BufferedReader;
import java.io.DataOutputStream;
import java.io.InputStreamReader;
import java.net.HttpURLConnection;
import java.net.URL;
import java.util.List;
import java.util.Map;
/**
* http 工具类
*/
public class HttpUtil {
public static String post(String requestUrl, String accessToken, String params)
throws Exception {
String contentType = "application/x-www-form-urlencoded";
return HttpUtil.post(requestUrl, accessToken, contentType, params);
}
public static String post(String requestUrl, String accessToken, String contentType, String params)
throws Exception {
String encoding = "UTF-8";
if (requestUrl.contains("nlp")) {
encoding = "GBK";
}
return HttpUtil.post(requestUrl, accessToken, contentType, params, encoding);
}
public static String post(String requestUrl, String accessToken, String contentType, String params, String encoding)
throws Exception {
String url = requestUrl + "?access_token=" + accessToken;
return HttpUtil.postGeneralUrl(url, contentType, params, encoding);
}
public static String postGeneralUrl(String generalUrl, String contentType, String params, String encoding)
throws Exception {
URL url = new URL(generalUrl);
// 打开和URL之间的连接
HttpURLConnection connection = (HttpURLConnection) url.openConnection();
connection.setRequestMethod("POST");
// 设置通用的请求属性
connection.setRequestProperty("Content-Type", contentType);
connection.setRequestProperty("Connection", "Keep-Alive");
connection.setUseCaches(false);
connection.setDoOutput(true);
connection.setDoInput(true);
// 得到请求的输出流对象
DataOutputStream out = new DataOutputStream(connection.getOutputStream());
out.write(params.getBytes(encoding));
out.flush();
out.close();
// 建立实际的连接
connection.connect();
// 获取所有响应头字段
Map> headers = connection.getHeaderFields();
// 遍历所有的响应头字段
for (String key : headers.keySet()) {
System.err.println(key + "--->" + headers.get(key));
}
// 定义 BufferedReader输入流来读取URL的响应
BufferedReader in = null;
in = new BufferedReader(
new InputStreamReader(connection.getInputStream(), encoding));
String result = "";
String getLine;
while ((getLine = in.readLine()) != null) {
result += getLine;
}
in.close();
System.err.println("result:" + result);
return result;
}
}