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| 1 | + |
| 2 | +import java.io.*; |
| 3 | +import java.util.Base64; |
| 4 | +import java.nio.file.*; |
| 5 | +import java.sql.*; |
| 6 | +import javax.servlet.*; |
| 7 | +import javax.servlet.http.*; |
| 8 | +import org.eclipse.jetty.server.*; |
| 9 | +import org.eclipse.jetty.servlet.*; |
| 10 | + |
| 11 | +public class FrontEnd |
| 12 | +{ |
| 13 | + public static byte[] readAllBytes(InputStream is) throws IOException |
| 14 | + { |
| 15 | + ByteArrayOutputStream buffer = new ByteArrayOutputStream(); |
| 16 | + int nRead; |
| 17 | + byte[] data = new byte[16384]; |
| 18 | + while ((nRead = is.read(data, 0, data.length)) != -1) { |
| 19 | + buffer.write(data, 0, nRead); |
| 20 | + } |
| 21 | + buffer.flush(); |
| 22 | + return buffer.toByteArray(); |
| 23 | + } |
| 24 | + |
| 25 | + |
| 26 | + public static void main(String[] args) throws Exception |
| 27 | + { |
| 28 | + int port = 12345; |
| 29 | + if (args.length > 0) { |
| 30 | + port = Integer.parseInt(args[0]); |
| 31 | + } |
| 32 | + Server server = new Server(port); |
| 33 | + |
| 34 | + ServletContextHandler context = new ServletContextHandler(ServletContextHandler.SESSIONS); |
| 35 | + context.setContextPath("/"); |
| 36 | + |
| 37 | + ServletHolder fileUploadServletHolder = new ServletHolder(new FrontEndServlet()); |
| 38 | + fileUploadServletHolder.getRegistration().setMultipartConfig(new MultipartConfigElement("data/tmp")); |
| 39 | + context.addServlet(fileUploadServletHolder, "/"); |
| 40 | + |
| 41 | + server.setHandler(context); |
| 42 | + server.start(); |
| 43 | + server.join(); |
| 44 | + |
| 45 | + } |
| 46 | + |
| 47 | + public static class FrontEndServlet extends HttpServlet |
| 48 | + { |
| 49 | + public static final String uploadForm = |
| 50 | + "<html>\n" + |
| 51 | + "<head>\n" + |
| 52 | + " <title>MMDB</title>\n" + |
| 53 | + " <link rel=\"stylesheet\" href=\"https://cdnjs.cloudflare.com/ajax/libs/materialize/0.99.0/css/materialize.min.css\">\n" + |
| 54 | + " <script type=\"text/javascript\" src=\"https://cdnjs.cloudflare.com/ajax/libs/materialize/0.99.0/js/materialize.min.js\"></script>\n" + |
| 55 | + " <script type=\"text/javascript\" src=\"https://cdnjs.cloudflare.com/ajax/libs/jquery/3.1.1/jquery.min.js\"></script>\n" + |
| 56 | + "\n" + |
| 57 | + "</head>\n" + |
| 58 | + "<body>\n" + |
| 59 | + "\n" + |
| 60 | + "<nav>\n" + |
| 61 | + " <div class=\"nav-wrapper\">\n" + |
| 62 | + " <a class=\"brand-logo center\">Content Based Image Retrieval</a>\n" + |
| 63 | + " <ul id=\"nav-mobile\" class=\"right hide-on-med-and-down\">\n" + |
| 64 | + " <li><a href=\"index.jsp\">Home</a></li>\n" + |
| 65 | + " <li><a href=\"about.jsp\">About</a></li>\n" + |
| 66 | + " </ul>\n" + |
| 67 | + " </div>\n" + |
| 68 | + "</nav>\n" + |
| 69 | + "\n" + |
| 70 | + "<div class=\"container\">\n" + |
| 71 | + "\n" + |
| 72 | + " <div class=\"row\">\n" + |
| 73 | + "\n" + |
| 74 | + " <form enctype=\"multipart/form-data\" method=\"post\" name=\"fileinfo\">\n" + |
| 75 | + "\n" + |
| 76 | + " <div class=\"file-field input-field\">\n" + |
| 77 | + " <div class=\"btn\">\n" + |
| 78 | + " <span> Upload Image</span>\n" + |
| 79 | + " <input type=\"file\" name=\"file\" required>\n" + |
| 80 | + " </div>\n" + |
| 81 | + " <div class=\"file-path-wrapper\">\n" + |
| 82 | + " <input class=\"file-path validate\" type=\"text\" placeholder=\"Upload the reference image..\">\n" + |
| 83 | + " </div>\n" + |
| 84 | + " <div>\n" + |
| 85 | + " <button class=\"btn waves-effect waves-light\" type=\"submit\">Search\n" + |
| 86 | + " </button>\n" + |
| 87 | + " </div>\n" + |
| 88 | + " </div>\n" + |
| 89 | + "\n" + |
| 90 | + " </form>\n" + |
| 91 | + " </div>\n" + |
| 92 | + "\n" + |
| 93 | + " <div id=\"results\" class=\"row\">\n" + |
| 94 | + "\n" + |
| 95 | + " </div>\n" + |
| 96 | + "\n" + |
| 97 | + "\n" + |
| 98 | + "</div>\n" + |
| 99 | + "\n" + |
| 100 | + "\n" + |
| 101 | + "<script>\n" + |
| 102 | + " var form = document.forms.namedItem(\"fileinfo\");\n" + |
| 103 | + " form.addEventListener('submit', function (ev) {\n" + |
| 104 | + "\n" + |
| 105 | + " var oOutput = document.getElementById(\"results\"),\n" + |
| 106 | + " oData = new FormData(form);\n" + |
| 107 | + " oOutput.innerHTML = \"<br/><h3>Getting results, please wait ...</h3>\";\n" + |
| 108 | + " // In case we need to send extra data to the request handler which is UploadServlet in our case\n" + |
| 109 | + " oData.append(\"CustomField\", \"This is some extra data\");\n" + |
| 110 | + "\n" + |
| 111 | + " var oReq = new XMLHttpRequest();\n" + |
| 112 | + " oReq.open(\"POST\", \"\", true);\n" + |
| 113 | + " oReq.onload = function (oEvent) {\n" + |
| 114 | + " if (oReq.status == 200) {\n" + |
| 115 | + " // here we update the UI after getting the response results\n" + |
| 116 | + " oOutput.innerHTML = oReq.responseText;\n" + |
| 117 | + " } else {\n" + |
| 118 | + " oOutput.innerHTML = \"Error \" + oReq.status + \" occurred when trying to upload your file.<br \\/>\";\n" + |
| 119 | + " }\n" + |
| 120 | + " };\n" + |
| 121 | + "\n" + |
| 122 | + " oReq.send(oData);\n" + |
| 123 | + " ev.preventDefault();\n" + |
| 124 | + " }, false);\n" + |
| 125 | + "</script>\n" + |
| 126 | + "\n" + |
| 127 | + "\n" + |
| 128 | + "</body>\n" + |
| 129 | + "</html>\n"; |
| 130 | + |
| 131 | + @Override |
| 132 | + protected void doGet( HttpServletRequest request, HttpServletResponse response ) |
| 133 | + throws ServletException, IOException |
| 134 | + { |
| 135 | + response.setContentType("text/html"); |
| 136 | + response.setStatus(HttpServletResponse.SC_OK); |
| 137 | + response.getWriter().println(uploadForm); |
| 138 | + } |
| 139 | + |
| 140 | + @Override |
| 141 | + protected void doPost(HttpServletRequest req, HttpServletResponse resp) |
| 142 | + throws ServletException, IOException |
| 143 | + { |
| 144 | + resp.setContentType("text/html"); |
| 145 | + PrintWriter out = resp.getWriter(); |
| 146 | + Part part = req.getPart("file"); |
| 147 | + byte[] uploadedImage = readAllBytes(part.getInputStream()); |
| 148 | + |
| 149 | + try { |
| 150 | + Connection conn = DriverManager.getConnection("jdbc:oracle:thin:hr/oracle@localhost:1521/orcl"); |
| 151 | + PreparedStatement stmt = conn.prepareStatement("SELECT image FROM images WHERE is_lucene_similar(image, ?) = 1"); |
| 152 | + stmt.setBytes(1, uploadedImage); |
| 153 | + ResultSet rs = stmt.executeQuery(); |
| 154 | + |
| 155 | + int counter = 0; |
| 156 | + final int imagesPerRow = 6; |
| 157 | + out.println("<table>"); |
| 158 | + while (rs.next()) { |
| 159 | + if (counter % imagesPerRow == 0) { |
| 160 | + out.println("<tr>"); |
| 161 | + } |
| 162 | + String base64image = Base64.getEncoder().encodeToString(rs.getBytes(1)); |
| 163 | + out.println("<td><img width='150' height='150' style='border-radius: 10px;' src=\"data:image/jpeg;base64," + base64image + "\"></td>"); |
| 164 | + counter++; |
| 165 | + if (counter % imagesPerRow == 0) { |
| 166 | + out.println("</tr>"); |
| 167 | + } |
| 168 | + |
| 169 | + } |
| 170 | + out.println("</table>"); |
| 171 | + |
| 172 | + rs.close(); |
| 173 | + conn.close(); |
| 174 | + } catch (Exception e) { |
| 175 | + e.printStackTrace(); |
| 176 | + } |
| 177 | + |
| 178 | + |
| 179 | + /*out.println(uploadForm); |
| 180 | +
|
| 181 | + for (Part part: req.getParts()) |
| 182 | + { |
| 183 | + byte[] uploadedImage = readAllBytes(part.getInputStream()); |
| 184 | + String base64image = Base64.getEncoder().encodeToString(uploadedImage); |
| 185 | + out.println("Uploaded file:<br>"); |
| 186 | + out.println("<img src=\"data:image/jpeg;base64," + base64image + "\"><br>"); |
| 187 | + out.println("Similar images:<br>"); |
| 188 | + |
| 189 | + try { |
| 190 | + Connection conn = DriverManager.getConnection("jdbc:oracle:thin:hr/oracle@localhost:1521/orcl"); |
| 191 | + PreparedStatement stmt = conn.prepareStatement("SELECT image FROM images WHERE is_lucene_similar(image, ?) = 1"); |
| 192 | + stmt.setBytes(1, uploadedImage); |
| 193 | + ResultSet rs = stmt.executeQuery(); |
| 194 | + |
| 195 | + int counter = 0; |
| 196 | + while (rs.next()) { |
| 197 | + base64image = Base64.getEncoder().encodeToString(rs.getBytes(1)); |
| 198 | + out.println("<img src=\"data:image/jpeg;base64," + base64image + "\">"); |
| 199 | + counter++; |
| 200 | + if (counter == 4) { |
| 201 | + out.println("<br>"); |
| 202 | + counter = 0; |
| 203 | + } |
| 204 | + } |
| 205 | +
|
| 206 | + rs.close(); |
| 207 | + conn.close(); |
| 208 | + } catch (Exception e) { |
| 209 | + e.printStackTrace(); |
| 210 | + } |
| 211 | + }*/ |
| 212 | + } |
| 213 | + } |
| 214 | +} |
| 215 | + |
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